==> Preparing data..
Files already downloaded and verified
Files already downloaded and verified
==> Building model..

Epoch: 0
 [>................................................................]  Step: 4s837ms | Tot: 0ms | Loss: 4.729 | Acc: 1.562% (2/128)    1/391 
 [>................................................................]  Step: 42ms | Tot: 42ms | Loss: 4.706 | Acc: 1.953% (5/256)      2/391 
 [>................................................................]  Step: 40ms | Tot: 83ms | Loss: 4.709 | Acc: 2.083% (8/384)      3/391 
 [>................................................................]  Step: 38ms | Tot: 121ms | Loss: 4.726 | Acc: 1.758% (9/512)     4/391 
 [>................................................................]  Step: 39ms | Tot: 161ms | Loss: 4.846 | Acc: 1.875% (12/640)    5/391 
 [>................................................................]  Step: 39ms | Tot: 200ms | Loss: 4.915 | Acc: 1.953% (15/768)    6/391 
 [>................................................................]  Step: 39ms | Tot: 239ms | Loss: 4.969 | Acc: 2.009% (18/896)    7/391 
 [=>...............................................................]  Step: 39ms | Tot: 278ms | Loss: 5.012 | Acc: 1.855% (19/1024)   8/391 
 [=>...............................................................]  Step: 38ms | Tot: 317ms | Loss: 4.989 | Acc: 1.997% (23/1152)   9/391 
 [=>...............................................................]  Step: 39ms | Tot: 356ms | Loss: 4.958 | Acc: 2.109% (27/1280)   10/391 
 [=>...............................................................]  Step: 38ms | Tot: 395ms | Loss: 4.959 | Acc: 2.131% (30/1408)   11/391 
 [=>...............................................................]  Step: 39ms | Tot: 434ms | Loss: 4.941 | Acc: 2.083% (32/1536)   12/391 
 [=>...............................................................]  Step: 39ms | Tot: 474ms | Loss: 4.939 | Acc: 2.224% (37/1664)   13/391 
 [==>..............................................................]  Step: 39ms | Tot: 513ms | Loss: 4.953 | Acc: 2.176% (39/1792)   14/391 
 [==>..............................................................]  Step: 39ms | Tot: 552ms | Loss: 4.951 | Acc: 2.240% (43/1920)   15/391 
 [==>..............................................................]  Step: 39ms | Tot: 591ms | Loss: 4.941 | Acc: 2.295% (47/2048)   16/391 
 [==>..............................................................]  Step: 39ms | Tot: 630ms | Loss: 4.944 | Acc: 2.436% (53/2176)   17/391 
 [==>..............................................................]  Step: 39ms | Tot: 669ms | Loss: 4.938 | Acc: 2.387% (55/2304)   18/391 
 [==>..............................................................]  Step: 39ms | Tot: 709ms | Loss: 4.928 | Acc: 2.385% (58/2432)   19/391 
 [===>.............................................................]  Step: 39ms | Tot: 748ms | Loss: 4.929 | Acc: 2.305% (59/2560)   20/391 
 [===>.............................................................]  Step: 39ms | Tot: 787ms | Loss: 4.916 | Acc: 2.307% (62/2688)   21/391 
 [===>.............................................................]  Step: 39ms | Tot: 826ms | Loss: 4.906 | Acc: 2.344% (66/2816)   22/391 
 [===>.............................................................]  Step: 39ms | Tot: 865ms | Loss: 4.886 | Acc: 2.378% (70/2944)   23/391 
 [===>.............................................................]  Step: 39ms | Tot: 904ms | Loss: 4.876 | Acc: 2.507% (77/3072)   24/391 
 [===>.............................................................]  Step: 38ms | Tot: 943ms | Loss: 4.859 | Acc: 2.625% (84/3200)   25/391 
 [====>............................................................]  Step: 38ms | Tot: 982ms | Loss: 4.859 | Acc: 2.614% (87/3328)   26/391 
 [====>............................................................]  Step: 39ms | Tot: 1s21ms | Loss: 4.846 | Acc: 2.778% (96/3456)  27/391 
 [====>............................................................]  Step: 39ms | Tot: 1s61ms | Loss: 4.839 | Acc: 2.790% (100/3584) 28/391 
 [====>............................................................]  Step: 39ms | Tot: 1s100ms | Loss: 4.824 | Acc: 2.829% (105/3712) 29/391 
 [====>............................................................]  Step: 39ms | Tot: 1s139ms | Loss: 4.818 | Acc: 2.865% (110/3840) 30/391 
 [====>............................................................]  Step: 39ms | Tot: 1s179ms | Loss: 4.806 | Acc: 2.974% (118/3968) 31/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s218ms | Loss: 4.798 | Acc: 2.979% (122/4096) 32/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s257ms | Loss: 4.784 | Acc: 3.149% (133/4224) 33/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s296ms | Loss: 4.779 | Acc: 3.102% (135/4352) 34/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s335ms | Loss: 4.774 | Acc: 3.103% (139/4480) 35/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s374ms | Loss: 4.761 | Acc: 3.234% (149/4608) 36/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s413ms | Loss: 4.751 | Acc: 3.273% (155/4736) 37/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s452ms | Loss: 4.746 | Acc: 3.207% (156/4864) 38/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s492ms | Loss: 4.735 | Acc: 3.245% (162/4992) 39/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s531ms | Loss: 4.725 | Acc: 3.359% (172/5120) 40/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s570ms | Loss: 4.718 | Acc: 3.411% (179/5248) 41/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s609ms | Loss: 4.711 | Acc: 3.478% (187/5376) 42/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s649ms | Loss: 4.701 | Acc: 3.543% (195/5504) 43/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s688ms | Loss: 4.694 | Acc: 3.551% (200/5632) 44/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s727ms | Loss: 4.685 | Acc: 3.594% (207/5760) 45/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s766ms | Loss: 4.679 | Acc: 3.584% (211/5888) 46/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s806ms | Loss: 4.671 | Acc: 3.557% (214/6016) 47/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s845ms | Loss: 4.663 | Acc: 3.581% (220/6144) 48/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s884ms | Loss: 4.654 | Acc: 3.603% (226/6272) 49/391 
 [========>........................................................]  Step: 39ms | Tot: 1s923ms | Loss: 4.647 | Acc: 3.594% (230/6400) 50/391 
 [========>........................................................]  Step: 39ms | Tot: 1s962ms | Loss: 4.639 | Acc: 3.554% (232/6528) 51/391 
 [========>........................................................]  Step: 39ms | Tot: 2s1ms | Loss: 4.630 | Acc: 3.531% (235/6656)  52/391 
 [========>........................................................]  Step: 39ms | Tot: 2s40ms | Loss: 4.626 | Acc: 3.508% (238/6784) 53/391 
 [========>........................................................]  Step: 39ms | Tot: 2s80ms | Loss: 4.617 | Acc: 3.573% (247/6912) 54/391 
 [========>........................................................]  Step: 39ms | Tot: 2s119ms | Loss: 4.612 | Acc: 3.594% (253/7040) 55/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s158ms | Loss: 4.605 | Acc: 3.613% (259/7168) 56/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s198ms | Loss: 4.600 | Acc: 3.605% (263/7296) 57/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s237ms | Loss: 4.595 | Acc: 3.623% (269/7424) 58/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s276ms | Loss: 4.589 | Acc: 3.681% (278/7552) 59/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s315ms | Loss: 4.583 | Acc: 3.763% (289/7680) 60/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s355ms | Loss: 4.575 | Acc: 3.753% (293/7808) 61/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s394ms | Loss: 4.568 | Acc: 3.780% (300/7936) 62/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s433ms | Loss: 4.559 | Acc: 3.819% (308/8064) 63/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s472ms | Loss: 4.553 | Acc: 3.821% (313/8192) 64/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s512ms | Loss: 4.548 | Acc: 3.870% (322/8320) 65/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s551ms | Loss: 4.541 | Acc: 3.906% (330/8448) 66/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s590ms | Loss: 4.537 | Acc: 3.860% (331/8576) 67/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s629ms | Loss: 4.530 | Acc: 3.895% (339/8704) 68/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s668ms | Loss: 4.525 | Acc: 3.940% (348/8832) 69/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s708ms | Loss: 4.518 | Acc: 4.018% (360/8960) 70/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s747ms | Loss: 4.512 | Acc: 4.049% (368/9088) 71/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s786ms | Loss: 4.507 | Acc: 4.112% (379/9216) 72/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s826ms | Loss: 4.502 | Acc: 4.120% (385/9344) 73/391 
 [============>....................................................]  Step: 39ms | Tot: 2s865ms | Loss: 4.497 | Acc: 4.139% (392/9472) 74/391 
 [============>....................................................]  Step: 39ms | Tot: 2s904ms | Loss: 4.493 | Acc: 4.125% (396/9600) 75/391 
 [============>....................................................]  Step: 39ms | Tot: 2s944ms | Loss: 4.488 | Acc: 4.184% (407/9728) 76/391 
 [============>....................................................]  Step: 39ms | Tot: 2s983ms | Loss: 4.484 | Acc: 4.251% (419/9856) 77/391 
 [============>....................................................]  Step: 39ms | Tot: 3s22ms | Loss: 4.481 | Acc: 4.277% (427/9984) 78/391 
 [============>....................................................]  Step: 39ms | Tot: 3s61ms | Loss: 4.476 | Acc: 4.312% (436/10112) 79/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s101ms | Loss: 4.472 | Acc: 4.336% (444/10240) 80/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s140ms | Loss: 4.468 | Acc: 4.321% (448/10368) 81/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s179ms | Loss: 4.463 | Acc: 4.354% (457/10496) 82/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s218ms | Loss: 4.460 | Acc: 4.367% (464/10624) 83/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s258ms | Loss: 4.455 | Acc: 4.436% (477/10752) 84/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s297ms | Loss: 4.452 | Acc: 4.430% (482/10880) 85/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s336ms | Loss: 4.447 | Acc: 4.524% (498/11008) 86/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s376ms | Loss: 4.443 | Acc: 4.553% (507/11136) 87/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s415ms | Loss: 4.440 | Acc: 4.554% (513/11264) 88/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s454ms | Loss: 4.436 | Acc: 4.573% (521/11392) 89/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s494ms | Loss: 4.429 | Acc: 4.644% (535/11520) 90/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s533ms | Loss: 4.424 | Acc: 4.713% (549/11648) 91/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s572ms | Loss: 4.421 | Acc: 4.721% (556/11776) 92/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s612ms | Loss: 4.418 | Acc: 4.738% (564/11904) 93/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s651ms | Loss: 4.414 | Acc: 4.762% (573/12032) 94/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s690ms | Loss: 4.412 | Acc: 4.786% (582/12160) 95/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s729ms | Loss: 4.410 | Acc: 4.801% (590/12288) 96/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s768ms | Loss: 4.406 | Acc: 4.881% (606/12416) 97/391 
 [================>................................................]  Step: 39ms | Tot: 3s808ms | Loss: 4.404 | Acc: 4.887% (613/12544) 98/391 
 [================>................................................]  Step: 39ms | Tot: 3s847ms | Loss: 4.399 | Acc: 4.901% (621/12672) 99/391 
 [================>................................................]  Step: 39ms | Tot: 3s886ms | Loss: 4.395 | Acc: 4.914% (629/12800) 100/391 
 [================>................................................]  Step: 39ms | Tot: 3s926ms | Loss: 4.392 | Acc: 4.920% (636/12928) 101/391 
 [================>................................................]  Step: 39ms | Tot: 3s965ms | Loss: 4.389 | Acc: 4.933% (644/13056) 102/391 
 [================>................................................]  Step: 39ms | Tot: 4s4ms | Loss: 4.384 | Acc: 4.953% (653/13184) 103/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s44ms | Loss: 4.379 | Acc: 4.965% (661/13312) 104/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s83ms | Loss: 4.376 | Acc: 5.000% (672/13440) 105/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s122ms | Loss: 4.372 | Acc: 5.041% (684/13568) 106/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s162ms | Loss: 4.370 | Acc: 5.060% (693/13696) 107/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s201ms | Loss: 4.368 | Acc: 5.078% (702/13824) 108/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s240ms | Loss: 4.364 | Acc: 5.110% (713/13952) 109/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s279ms | Loss: 4.362 | Acc: 5.142% (724/14080) 110/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s319ms | Loss: 4.358 | Acc: 5.194% (738/14208) 111/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s358ms | Loss: 4.355 | Acc: 5.197% (745/14336) 112/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s397ms | Loss: 4.352 | Acc: 5.220% (755/14464) 113/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s436ms | Loss: 4.347 | Acc: 5.249% (766/14592) 114/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s476ms | Loss: 4.344 | Acc: 5.272% (776/14720) 115/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s515ms | Loss: 4.342 | Acc: 5.280% (784/14848) 116/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s555ms | Loss: 4.338 | Acc: 5.329% (798/14976) 117/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s594ms | Loss: 4.336 | Acc: 5.330% (805/15104) 118/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s633ms | Loss: 4.334 | Acc: 5.351% (815/15232) 119/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s673ms | Loss: 4.331 | Acc: 5.371% (825/15360) 120/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s712ms | Loss: 4.330 | Acc: 5.385% (834/15488) 121/391 
 [====================>............................................]  Step: 39ms | Tot: 4s752ms | Loss: 4.327 | Acc: 5.398% (843/15616) 122/391 
 [====================>............................................]  Step: 39ms | Tot: 4s791ms | Loss: 4.324 | Acc: 5.418% (853/15744) 123/391 
 [====================>............................................]  Step: 39ms | Tot: 4s830ms | Loss: 4.322 | Acc: 5.418% (860/15872) 124/391 
 [====================>............................................]  Step: 39ms | Tot: 4s869ms | Loss: 4.320 | Acc: 5.400% (864/16000) 125/391 
 [====================>............................................]  Step: 39ms | Tot: 4s909ms | Loss: 4.317 | Acc: 5.394% (870/16128) 126/391 
 [====================>............................................]  Step: 39ms | Tot: 4s948ms | Loss: 4.315 | Acc: 5.395% (877/16256) 127/391 
 [=====================>...........................................]  Step: 39ms | Tot: 4s987ms | Loss: 4.312 | Acc: 5.402% (885/16384) 128/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s26ms | Loss: 4.309 | Acc: 5.426% (896/16512) 129/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s66ms | Loss: 4.307 | Acc: 5.439% (905/16640) 130/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s105ms | Loss: 4.305 | Acc: 5.451% (914/16768) 131/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s144ms | Loss: 4.303 | Acc: 5.469% (924/16896) 132/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s184ms | Loss: 4.302 | Acc: 5.463% (930/17024) 133/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s223ms | Loss: 4.299 | Acc: 5.480% (940/17152) 134/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s262ms | Loss: 4.297 | Acc: 5.475% (946/17280) 135/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s302ms | Loss: 4.294 | Acc: 5.486% (955/17408) 136/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s341ms | Loss: 4.291 | Acc: 5.526% (969/17536) 137/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s380ms | Loss: 4.289 | Acc: 5.542% (979/17664) 138/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s420ms | Loss: 4.287 | Acc: 5.570% (991/17792) 139/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s459ms | Loss: 4.285 | Acc: 5.592% (1002/17920) 140/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s498ms | Loss: 4.283 | Acc: 5.591% (1009/18048) 141/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s538ms | Loss: 4.281 | Acc: 5.606% (1019/18176) 142/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s577ms | Loss: 4.279 | Acc: 5.644% (1033/18304) 143/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s616ms | Loss: 4.277 | Acc: 5.680% (1047/18432) 144/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s655ms | Loss: 4.274 | Acc: 5.706% (1059/18560) 145/391 
 [========================>........................................]  Step: 39ms | Tot: 5s695ms | Loss: 4.272 | Acc: 5.726% (1070/18688) 146/391 
 [========================>........................................]  Step: 39ms | Tot: 5s734ms | Loss: 4.271 | Acc: 5.729% (1078/18816) 147/391 
 [========================>........................................]  Step: 39ms | Tot: 5s774ms | Loss: 4.269 | Acc: 5.727% (1085/18944) 148/391 
 [========================>........................................]  Step: 39ms | Tot: 5s813ms | Loss: 4.268 | Acc: 5.731% (1093/19072) 149/391 
 [========================>........................................]  Step: 39ms | Tot: 5s853ms | Loss: 4.265 | Acc: 5.740% (1102/19200) 150/391 
 [========================>........................................]  Step: 39ms | Tot: 5s892ms | Loss: 4.263 | Acc: 5.753% (1112/19328) 151/391 
 [=========================>.......................................]  Step: 39ms | Tot: 5s931ms | Loss: 4.263 | Acc: 5.777% (1124/19456) 152/391 
 [=========================>.......................................]  Step: 39ms | Tot: 5s971ms | Loss: 4.260 | Acc: 5.816% (1139/19584) 153/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s10ms | Loss: 4.257 | Acc: 5.839% (1151/19712) 154/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s49ms | Loss: 4.254 | Acc: 5.867% (1164/19840) 155/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s89ms | Loss: 4.252 | Acc: 5.879% (1174/19968) 156/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s128ms | Loss: 4.251 | Acc: 5.882% (1182/20096) 157/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s167ms | Loss: 4.249 | Acc: 5.899% (1193/20224) 158/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s206ms | Loss: 4.246 | Acc: 5.950% (1211/20352) 159/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s245ms | Loss: 4.244 | Acc: 5.972% (1223/20480) 160/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s285ms | Loss: 4.242 | Acc: 5.964% (1229/20608) 161/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s324ms | Loss: 4.241 | Acc: 5.990% (1242/20736) 162/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s363ms | Loss: 4.240 | Acc: 5.996% (1251/20864) 163/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s402ms | Loss: 4.239 | Acc: 6.012% (1262/20992) 164/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s442ms | Loss: 4.237 | Acc: 6.018% (1271/21120) 165/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s481ms | Loss: 4.235 | Acc: 6.029% (1281/21248) 166/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s520ms | Loss: 4.233 | Acc: 6.044% (1292/21376) 167/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s560ms | Loss: 4.232 | Acc: 6.036% (1298/21504) 168/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s599ms | Loss: 4.231 | Acc: 6.028% (1304/21632) 169/391 
 [============================>....................................]  Step: 39ms | Tot: 6s638ms | Loss: 4.230 | Acc: 6.043% (1315/21760) 170/391 
 [============================>....................................]  Step: 39ms | Tot: 6s677ms | Loss: 4.229 | Acc: 6.054% (1325/21888) 171/391 
 [============================>....................................]  Step: 39ms | Tot: 6s716ms | Loss: 4.227 | Acc: 6.100% (1343/22016) 172/391 
 [============================>....................................]  Step: 39ms | Tot: 6s756ms | Loss: 4.225 | Acc: 6.128% (1357/22144) 173/391 
 [============================>....................................]  Step: 39ms | Tot: 6s795ms | Loss: 4.223 | Acc: 6.138% (1367/22272) 174/391 
 [============================>....................................]  Step: 39ms | Tot: 6s835ms | Loss: 4.221 | Acc: 6.188% (1386/22400) 175/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s874ms | Loss: 4.220 | Acc: 6.179% (1392/22528) 176/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s913ms | Loss: 4.219 | Acc: 6.184% (1401/22656) 177/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s953ms | Loss: 4.216 | Acc: 6.246% (1423/22784) 178/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s992ms | Loss: 4.215 | Acc: 6.250% (1432/22912) 179/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s32ms | Loss: 4.212 | Acc: 6.315% (1455/23040) 180/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s71ms | Loss: 4.211 | Acc: 6.306% (1461/23168) 181/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s110ms | Loss: 4.210 | Acc: 6.306% (1469/23296) 182/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s150ms | Loss: 4.206 | Acc: 6.335% (1484/23424) 183/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s189ms | Loss: 4.205 | Acc: 6.339% (1493/23552) 184/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s228ms | Loss: 4.204 | Acc: 6.347% (1503/23680) 185/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s268ms | Loss: 4.203 | Acc: 6.347% (1511/23808) 186/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s307ms | Loss: 4.201 | Acc: 6.334% (1516/23936) 187/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s346ms | Loss: 4.200 | Acc: 6.321% (1521/24064) 188/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s385ms | Loss: 4.199 | Acc: 6.324% (1530/24192) 189/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s425ms | Loss: 4.197 | Acc: 6.328% (1539/24320) 190/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s464ms | Loss: 4.196 | Acc: 6.340% (1550/24448) 191/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s503ms | Loss: 4.194 | Acc: 6.352% (1561/24576) 192/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s543ms | Loss: 4.193 | Acc: 6.367% (1573/24704) 193/391 
 [================================>................................]  Step: 39ms | Tot: 7s582ms | Loss: 4.191 | Acc: 6.383% (1585/24832) 194/391 
 [================================>................................]  Step: 39ms | Tot: 7s622ms | Loss: 4.190 | Acc: 6.374% (1591/24960) 195/391 
 [================================>................................]  Step: 39ms | Tot: 7s661ms | Loss: 4.189 | Acc: 6.386% (1602/25088) 196/391 
 [================================>................................]  Step: 39ms | Tot: 7s700ms | Loss: 4.188 | Acc: 6.369% (1606/25216) 197/391 
 [================================>................................]  Step: 39ms | Tot: 7s740ms | Loss: 4.186 | Acc: 6.388% (1619/25344) 198/391 
 [================================>................................]  Step: 39ms | Tot: 7s779ms | Loss: 4.186 | Acc: 6.395% (1629/25472) 199/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s818ms | Loss: 4.184 | Acc: 6.387% (1635/25600) 200/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s858ms | Loss: 4.183 | Acc: 6.402% (1647/25728) 201/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s897ms | Loss: 4.181 | Acc: 6.428% (1662/25856) 202/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s936ms | Loss: 4.178 | Acc: 6.454% (1677/25984) 203/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s975ms | Loss: 4.177 | Acc: 6.449% (1684/26112) 204/391 
 [=================================>...............................]  Step: 39ms | Tot: 8s15ms | Loss: 4.175 | Acc: 6.471% (1698/26240) 205/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s54ms | Loss: 4.173 | Acc: 6.489% (1711/26368) 206/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s94ms | Loss: 4.172 | Acc: 6.499% (1722/26496) 207/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s133ms | Loss: 4.171 | Acc: 6.513% (1734/26624) 208/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s172ms | Loss: 4.169 | Acc: 6.500% (1739/26752) 209/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s212ms | Loss: 4.167 | Acc: 6.518% (1752/26880) 210/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s251ms | Loss: 4.165 | Acc: 6.528% (1763/27008) 211/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s291ms | Loss: 4.164 | Acc: 6.541% (1775/27136) 212/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s330ms | Loss: 4.163 | Acc: 6.551% (1786/27264) 213/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s370ms | Loss: 4.162 | Acc: 6.557% (1796/27392) 214/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s409ms | Loss: 4.161 | Acc: 6.570% (1808/27520) 215/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s448ms | Loss: 4.159 | Acc: 6.590% (1822/27648) 216/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s488ms | Loss: 4.157 | Acc: 6.606% (1835/27776) 217/391 
 [====================================>............................]  Step: 39ms | Tot: 8s527ms | Loss: 4.155 | Acc: 6.623% (1848/27904) 218/391 
 [====================================>............................]  Step: 39ms | Tot: 8s566ms | Loss: 4.154 | Acc: 6.650% (1864/28032) 219/391 
 [====================================>............................]  Step: 39ms | Tot: 8s606ms | Loss: 4.153 | Acc: 6.665% (1877/28160) 220/391 
 [====================================>............................]  Step: 39ms | Tot: 8s645ms | Loss: 4.151 | Acc: 6.688% (1892/28288) 221/391 
 [====================================>............................]  Step: 39ms | Tot: 8s684ms | Loss: 4.150 | Acc: 6.704% (1905/28416) 222/391 
 [====================================>............................]  Step: 39ms | Tot: 8s724ms | Loss: 4.149 | Acc: 6.695% (1911/28544) 223/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s763ms | Loss: 4.148 | Acc: 6.696% (1920/28672) 224/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s803ms | Loss: 4.147 | Acc: 6.722% (1936/28800) 225/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s842ms | Loss: 4.145 | Acc: 6.755% (1954/28928) 226/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s881ms | Loss: 4.144 | Acc: 6.763% (1965/29056) 227/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s921ms | Loss: 4.144 | Acc: 6.771% (1976/29184) 228/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s960ms | Loss: 4.142 | Acc: 6.775% (1986/29312) 229/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s | Loss: 4.140 | Acc: 6.793% (2000/29440)   230/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s39ms | Loss: 4.139 | Acc: 6.835% (2021/29568) 231/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s78ms | Loss: 4.137 | Acc: 6.856% (2036/29696) 232/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s117ms | Loss: 4.136 | Acc: 6.860% (2046/29824) 233/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s156ms | Loss: 4.135 | Acc: 6.861% (2055/29952) 234/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s196ms | Loss: 4.134 | Acc: 6.868% (2066/30080) 235/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s235ms | Loss: 4.132 | Acc: 6.892% (2082/30208) 236/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s274ms | Loss: 4.131 | Acc: 6.876% (2086/30336) 237/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s314ms | Loss: 4.130 | Acc: 6.907% (2104/30464) 238/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s353ms | Loss: 4.128 | Acc: 6.923% (2118/30592) 239/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s393ms | Loss: 4.127 | Acc: 6.947% (2134/30720) 240/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s432ms | Loss: 4.126 | Acc: 6.963% (2148/30848) 241/391 
 [========================================>........................]  Step: 39ms | Tot: 9s472ms | Loss: 4.125 | Acc: 6.970% (2159/30976) 242/391 
 [========================================>........................]  Step: 39ms | Tot: 9s511ms | Loss: 4.124 | Acc: 6.973% (2169/31104) 243/391 
 [========================================>........................]  Step: 39ms | Tot: 9s550ms | Loss: 4.123 | Acc: 6.974% (2178/31232) 244/391 
 [========================================>........................]  Step: 39ms | Tot: 9s590ms | Loss: 4.122 | Acc: 6.993% (2193/31360) 245/391 
 [========================================>........................]  Step: 39ms | Tot: 9s629ms | Loss: 4.121 | Acc: 7.012% (2208/31488) 246/391 
 [========================================>........................]  Step: 39ms | Tot: 9s669ms | Loss: 4.120 | Acc: 7.019% (2219/31616) 247/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s708ms | Loss: 4.118 | Acc: 7.047% (2237/31744) 248/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s747ms | Loss: 4.117 | Acc: 7.075% (2255/31872) 249/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s787ms | Loss: 4.116 | Acc: 7.088% (2268/32000) 250/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s826ms | Loss: 4.115 | Acc: 7.100% (2281/32128) 251/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s865ms | Loss: 4.114 | Acc: 7.130% (2300/32256) 252/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s904ms | Loss: 4.112 | Acc: 7.149% (2315/32384) 253/391 
 [==========================================>......................]  Step: 39ms | Tot: 9s944ms | Loss: 4.111 | Acc: 7.157% (2327/32512) 254/391 
 [==========================================>......................]  Step: 39ms | Tot: 9s983ms | Loss: 4.110 | Acc: 7.157% (2336/32640) 255/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s23ms | Loss: 4.109 | Acc: 7.156% (2345/32768) 256/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s62ms | Loss: 4.109 | Acc: 7.171% (2359/32896) 257/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s102ms | Loss: 4.108 | Acc: 7.174% (2369/33024) 258/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s141ms | Loss: 4.107 | Acc: 7.182% (2381/33152) 259/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s181ms | Loss: 4.105 | Acc: 7.200% (2396/33280) 260/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s220ms | Loss: 4.104 | Acc: 7.193% (2403/33408) 261/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s259ms | Loss: 4.103 | Acc: 7.216% (2420/33536) 262/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s299ms | Loss: 4.102 | Acc: 7.218% (2430/33664) 263/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s338ms | Loss: 4.101 | Acc: 7.224% (2441/33792) 264/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s377ms | Loss: 4.100 | Acc: 7.244% (2457/33920) 265/391 
 [============================================>....................]  Step: 39ms | Tot: 10s417ms | Loss: 4.099 | Acc: 7.252% (2469/34048) 266/391 
 [============================================>....................]  Step: 39ms | Tot: 10s456ms | Loss: 4.098 | Acc: 7.268% (2484/34176) 267/391 
 [============================================>....................]  Step: 39ms | Tot: 10s495ms | Loss: 4.097 | Acc: 7.276% (2496/34304) 268/391 
 [============================================>....................]  Step: 39ms | Tot: 10s535ms | Loss: 4.096 | Acc: 7.275% (2505/34432) 269/391 
 [============================================>....................]  Step: 39ms | Tot: 10s574ms | Loss: 4.095 | Acc: 7.283% (2517/34560) 270/391 
 [============================================>....................]  Step: 39ms | Tot: 10s614ms | Loss: 4.094 | Acc: 7.279% (2525/34688) 271/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s653ms | Loss: 4.093 | Acc: 7.284% (2536/34816) 272/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s693ms | Loss: 4.092 | Acc: 7.306% (2553/34944) 273/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s732ms | Loss: 4.091 | Acc: 7.314% (2565/35072) 274/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s772ms | Loss: 4.091 | Acc: 7.312% (2574/35200) 275/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s812ms | Loss: 4.090 | Acc: 7.334% (2591/35328) 276/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s851ms | Loss: 4.089 | Acc: 7.356% (2608/35456) 277/391 
 [==============================================>..................]  Step: 39ms | Tot: 10s891ms | Loss: 4.087 | Acc: 7.385% (2628/35584) 278/391 
 [==============================================>..................]  Step: 39ms | Tot: 10s930ms | Loss: 4.086 | Acc: 7.404% (2644/35712) 279/391 
 [==============================================>..................]  Step: 39ms | Tot: 10s969ms | Loss: 4.084 | Acc: 7.425% (2661/35840) 280/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s9ms | Loss: 4.083 | Acc: 7.459% (2683/35968) 281/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s49ms | Loss: 4.082 | Acc: 7.486% (2702/36096) 282/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s88ms | Loss: 4.080 | Acc: 7.514% (2722/36224) 283/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s128ms | Loss: 4.079 | Acc: 7.532% (2738/36352) 284/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s167ms | Loss: 4.078 | Acc: 7.571% (2762/36480) 285/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s207ms | Loss: 4.076 | Acc: 7.599% (2782/36608) 286/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s246ms | Loss: 4.075 | Acc: 7.614% (2797/36736) 287/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s286ms | Loss: 4.074 | Acc: 7.625% (2811/36864) 288/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s325ms | Loss: 4.072 | Acc: 7.637% (2825/36992) 289/391 
 [================================================>................]  Step: 39ms | Tot: 11s365ms | Loss: 4.072 | Acc: 7.640% (2836/37120) 290/391 
 [================================================>................]  Step: 39ms | Tot: 11s404ms | Loss: 4.071 | Acc: 7.646% (2848/37248) 291/391 
 [================================================>................]  Step: 39ms | Tot: 11s444ms | Loss: 4.070 | Acc: 7.652% (2860/37376) 292/391 
 [================================================>................]  Step: 39ms | Tot: 11s484ms | Loss: 4.070 | Acc: 7.653% (2870/37504) 293/391 
 [================================================>................]  Step: 39ms | Tot: 11s523ms | Loss: 4.069 | Acc: 7.669% (2886/37632) 294/391 
 [================================================>................]  Step: 39ms | Tot: 11s563ms | Loss: 4.069 | Acc: 7.659% (2892/37760) 295/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s602ms | Loss: 4.067 | Acc: 7.670% (2906/37888) 296/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s641ms | Loss: 4.066 | Acc: 7.694% (2925/38016) 297/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s681ms | Loss: 4.065 | Acc: 7.721% (2945/38144) 298/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s720ms | Loss: 4.063 | Acc: 7.732% (2959/38272) 299/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s760ms | Loss: 4.063 | Acc: 7.737% (2971/38400) 300/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s799ms | Loss: 4.062 | Acc: 7.727% (2977/38528) 301/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s838ms | Loss: 4.061 | Acc: 7.730% (2988/38656) 302/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s878ms | Loss: 4.060 | Acc: 7.730% (2998/38784) 303/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s918ms | Loss: 4.059 | Acc: 7.741% (3012/38912) 304/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s957ms | Loss: 4.059 | Acc: 7.751% (3026/39040) 305/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s997ms | Loss: 4.058 | Acc: 7.761% (3040/39168) 306/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s37ms | Loss: 4.057 | Acc: 7.779% (3057/39296) 307/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s76ms | Loss: 4.055 | Acc: 7.787% (3070/39424) 308/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s116ms | Loss: 4.054 | Acc: 7.792% (3082/39552) 309/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s156ms | Loss: 4.053 | Acc: 7.785% (3089/39680) 310/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s195ms | Loss: 4.052 | Acc: 7.812% (3110/39808) 311/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s235ms | Loss: 4.051 | Acc: 7.828% (3126/39936) 312/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s275ms | Loss: 4.051 | Acc: 7.830% (3137/40064) 313/391 
 [====================================================>............]  Step: 39ms | Tot: 12s314ms | Loss: 4.049 | Acc: 7.842% (3152/40192) 314/391 
 [====================================================>............]  Step: 39ms | Tot: 12s354ms | Loss: 4.049 | Acc: 7.857% (3168/40320) 315/391 
 [====================================================>............]  Step: 39ms | Tot: 12s393ms | Loss: 4.048 | Acc: 7.867% (3182/40448) 316/391 
 [====================================================>............]  Step: 39ms | Tot: 12s433ms | Loss: 4.046 | Acc: 7.884% (3199/40576) 317/391 
 [====================================================>............]  Step: 39ms | Tot: 12s472ms | Loss: 4.045 | Acc: 7.916% (3222/40704) 318/391 
 [====================================================>............]  Step: 39ms | Tot: 12s512ms | Loss: 4.043 | Acc: 7.920% (3234/40832) 319/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s552ms | Loss: 4.042 | Acc: 7.935% (3250/40960) 320/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s591ms | Loss: 4.041 | Acc: 7.941% (3263/41088) 321/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s631ms | Loss: 4.040 | Acc: 7.953% (3278/41216) 322/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s670ms | Loss: 4.040 | Acc: 7.960% (3291/41344) 323/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s710ms | Loss: 4.039 | Acc: 7.967% (3304/41472) 324/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s750ms | Loss: 4.038 | Acc: 7.974% (3317/41600) 325/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s789ms | Loss: 4.036 | Acc: 8.002% (3339/41728) 326/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s829ms | Loss: 4.035 | Acc: 8.011% (3353/41856) 327/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s869ms | Loss: 4.035 | Acc: 8.020% (3367/41984) 328/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s908ms | Loss: 4.034 | Acc: 8.031% (3382/42112) 329/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s948ms | Loss: 4.033 | Acc: 8.030% (3392/42240) 330/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s988ms | Loss: 4.032 | Acc: 8.049% (3410/42368) 331/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s27ms | Loss: 4.031 | Acc: 8.055% (3423/42496) 332/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s67ms | Loss: 4.030 | Acc: 8.071% (3440/42624) 333/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s107ms | Loss: 4.028 | Acc: 8.081% (3455/42752) 334/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s146ms | Loss: 4.028 | Acc: 8.085% (3467/42880) 335/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s186ms | Loss: 4.027 | Acc: 8.098% (3483/43008) 336/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s225ms | Loss: 4.026 | Acc: 8.105% (3496/43136) 337/391 
 [========================================================>........]  Step: 39ms | Tot: 13s265ms | Loss: 4.025 | Acc: 8.118% (3512/43264) 338/391 
 [========================================================>........]  Step: 39ms | Tot: 13s304ms | Loss: 4.024 | Acc: 8.124% (3525/43392) 339/391 
 [========================================================>........]  Step: 39ms | Tot: 13s343ms | Loss: 4.023 | Acc: 8.146% (3545/43520) 340/391 
 [========================================================>........]  Step: 39ms | Tot: 13s383ms | Loss: 4.022 | Acc: 8.145% (3555/43648) 341/391 
 [========================================================>........]  Step: 39ms | Tot: 13s422ms | Loss: 4.021 | Acc: 8.144% (3565/43776) 342/391 
 [========================================================>........]  Step: 39ms | Tot: 13s462ms | Loss: 4.020 | Acc: 8.161% (3583/43904) 343/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s502ms | Loss: 4.020 | Acc: 8.171% (3598/44032) 344/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s541ms | Loss: 4.018 | Acc: 8.182% (3613/44160) 345/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s581ms | Loss: 4.016 | Acc: 8.219% (3640/44288) 346/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s621ms | Loss: 4.016 | Acc: 8.231% (3656/44416) 347/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s661ms | Loss: 4.015 | Acc: 8.228% (3665/44544) 348/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s700ms | Loss: 4.015 | Acc: 8.227% (3675/44672) 349/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s740ms | Loss: 4.014 | Acc: 8.228% (3686/44800) 350/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s779ms | Loss: 4.013 | Acc: 8.244% (3704/44928) 351/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s819ms | Loss: 4.013 | Acc: 8.245% (3715/45056) 352/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s859ms | Loss: 4.012 | Acc: 8.260% (3732/45184) 353/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s898ms | Loss: 4.011 | Acc: 8.285% (3754/45312) 354/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s938ms | Loss: 4.010 | Acc: 8.290% (3767/45440) 355/391 
 [===========================================================>.....]  Step: 39ms | Tot: 13s977ms | Loss: 4.009 | Acc: 8.302% (3783/45568) 356/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s16ms | Loss: 4.008 | Acc: 8.314% (3799/45696) 357/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s56ms | Loss: 4.008 | Acc: 8.319% (3812/45824) 358/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s95ms | Loss: 4.008 | Acc: 8.330% (3828/45952) 359/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s135ms | Loss: 4.007 | Acc: 8.342% (3844/46080) 360/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s174ms | Loss: 4.006 | Acc: 8.356% (3861/46208) 361/391 
 [============================================================>....]  Step: 39ms | Tot: 14s214ms | Loss: 4.005 | Acc: 8.363% (3875/46336) 362/391 
 [============================================================>....]  Step: 39ms | Tot: 14s254ms | Loss: 4.004 | Acc: 8.361% (3885/46464) 363/391 
 [============================================================>....]  Step: 39ms | Tot: 14s294ms | Loss: 4.002 | Acc: 8.386% (3907/46592) 364/391 
 [============================================================>....]  Step: 39ms | Tot: 14s333ms | Loss: 4.002 | Acc: 8.397% (3923/46720) 365/391 
 [============================================================>....]  Step: 39ms | Tot: 14s373ms | Loss: 4.001 | Acc: 8.410% (3940/46848) 366/391 
 [============================================================>....]  Step: 39ms | Tot: 14s413ms | Loss: 4.000 | Acc: 8.421% (3956/46976) 367/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s452ms | Loss: 3.999 | Acc: 8.428% (3970/47104) 368/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s492ms | Loss: 3.998 | Acc: 8.431% (3982/47232) 369/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s532ms | Loss: 3.997 | Acc: 8.450% (4002/47360) 370/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s571ms | Loss: 3.996 | Acc: 8.448% (4012/47488) 371/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s611ms | Loss: 3.995 | Acc: 8.466% (4031/47616) 372/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s651ms | Loss: 3.994 | Acc: 8.470% (4044/47744) 373/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s690ms | Loss: 3.993 | Acc: 8.487% (4063/47872) 374/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s730ms | Loss: 3.993 | Acc: 8.496% (4078/48000) 375/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s769ms | Loss: 3.992 | Acc: 8.502% (4092/48128) 376/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s809ms | Loss: 3.991 | Acc: 8.517% (4110/48256) 377/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s848ms | Loss: 3.990 | Acc: 8.528% (4126/48384) 378/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s888ms | Loss: 3.989 | Acc: 8.561% (4153/48512) 379/391 
 [===============================================================>.]  Step: 39ms | Tot: 14s927ms | Loss: 3.987 | Acc: 8.577% (4172/48640) 380/391 
 [===============================================================>.]  Step: 39ms | Tot: 14s967ms | Loss: 3.987 | Acc: 8.586% (4187/48768) 381/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s7ms | Loss: 3.986 | Acc: 8.608% (4209/48896) 382/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s46ms | Loss: 3.985 | Acc: 8.612% (4222/49024) 383/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s86ms | Loss: 3.984 | Acc: 8.622% (4238/49152) 384/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s126ms | Loss: 3.983 | Acc: 8.640% (4258/49280) 385/391 
 [================================================================>]  Step: 39ms | Tot: 15s166ms | Loss: 3.982 | Acc: 8.663% (4280/49408) 386/391 
 [================================================================>]  Step: 42ms | Tot: 15s208ms | Loss: 3.982 | Acc: 8.668% (4294/49536) 387/391 
 [================================================================>]  Step: 39ms | Tot: 15s248ms | Loss: 3.981 | Acc: 8.670% (4306/49664) 388/391 
 [================================================================>]  Step: 39ms | Tot: 15s287ms | Loss: 3.980 | Acc: 8.702% (4333/49792) 389/391 
 [================================================================>]  Step: 39ms | Tot: 15s327ms | Loss: 3.979 | Acc: 8.714% (4350/49920) 390/391 
 [================================================================>]  Step: 628ms | Tot: 15s955ms | Loss: 3.979 | Acc: 8.718% (4359/50000) 391/391 
 [>................................................................]  Step: 277ms | Tot: 0ms | Loss: 3.804 | Acc: 15.000% (15/100)    1/100 
 [>................................................................]  Step: 10ms | Tot: 10ms | Loss: 3.644 | Acc: 15.500% (31/200)    2/100 
 [=>...............................................................]  Step: 12ms | Tot: 23ms | Loss: 3.706 | Acc: 13.333% (40/300)    3/100 
 [=>...............................................................]  Step: 9ms | Tot: 32ms | Loss: 3.698 | Acc: 13.250% (53/400)     4/100 
 [==>..............................................................]  Step: 11ms | Tot: 43ms | Loss: 3.721 | Acc: 11.800% (59/500)    5/100 
 [===>.............................................................]  Step: 11ms | Tot: 55ms | Loss: 3.695 | Acc: 13.167% (79/600)    6/100 
 [===>.............................................................]  Step: 10ms | Tot: 65ms | Loss: 3.686 | Acc: 13.429% (94/700)    7/100 
 [====>............................................................]  Step: 12ms | Tot: 78ms | Loss: 3.669 | Acc: 13.875% (111/800)   8/100 
 [=====>...........................................................]  Step: 9ms | Tot: 88ms | Loss: 3.657 | Acc: 14.111% (127/900)    9/100 
 [=====>...........................................................]  Step: 10ms | Tot: 99ms | Loss: 3.665 | Acc: 13.800% (138/1000)  10/100 
 [======>..........................................................]  Step: 10ms | Tot: 109ms | Loss: 3.668 | Acc: 13.636% (150/1100) 11/100 
 [=======>.........................................................]  Step: 10ms | Tot: 120ms | Loss: 3.655 | Acc: 14.000% (168/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 131ms | Loss: 3.662 | Acc: 13.769% (179/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 141ms | Loss: 3.666 | Acc: 13.571% (190/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 152ms | Loss: 3.670 | Acc: 13.133% (197/1500) 15/100 
 [=========>.......................................................]  Step: 10ms | Tot: 163ms | Loss: 3.680 | Acc: 12.688% (203/1600) 16/100 
 [==========>......................................................]  Step: 10ms | Tot: 173ms | Loss: 3.679 | Acc: 12.824% (218/1700) 17/100 
 [===========>.....................................................]  Step: 10ms | Tot: 184ms | Loss: 3.669 | Acc: 13.222% (238/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 195ms | Loss: 3.664 | Acc: 13.211% (251/1900) 19/100 
 [============>....................................................]  Step: 10ms | Tot: 205ms | Loss: 3.658 | Acc: 13.300% (266/2000) 20/100 
 [=============>...................................................]  Step: 10ms | Tot: 216ms | Loss: 3.652 | Acc: 13.286% (279/2100) 21/100 
 [=============>...................................................]  Step: 10ms | Tot: 227ms | Loss: 3.661 | Acc: 13.182% (290/2200) 22/100 
 [==============>..................................................]  Step: 10ms | Tot: 238ms | Loss: 3.666 | Acc: 13.043% (300/2300) 23/100 
 [==============>..................................................]  Step: 10ms | Tot: 248ms | Loss: 3.662 | Acc: 13.125% (315/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 259ms | Loss: 3.656 | Acc: 13.200% (330/2500) 25/100 
 [================>................................................]  Step: 10ms | Tot: 270ms | Loss: 3.656 | Acc: 13.269% (345/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 281ms | Loss: 3.655 | Acc: 13.259% (358/2700) 27/100 
 [=================>...............................................]  Step: 10ms | Tot: 291ms | Loss: 3.657 | Acc: 13.286% (372/2800) 28/100 
 [==================>..............................................]  Step: 10ms | Tot: 302ms | Loss: 3.656 | Acc: 13.310% (386/2900) 29/100 
 [==================>..............................................]  Step: 10ms | Tot: 313ms | Loss: 3.656 | Acc: 13.333% (400/3000) 30/100 
 [===================>.............................................]  Step: 10ms | Tot: 323ms | Loss: 3.664 | Acc: 13.323% (413/3100) 31/100 
 [====================>............................................]  Step: 10ms | Tot: 334ms | Loss: 3.657 | Acc: 13.281% (425/3200) 32/100 
 [====================>............................................]  Step: 10ms | Tot: 345ms | Loss: 3.660 | Acc: 13.303% (439/3300) 33/100 
 [=====================>...........................................]  Step: 10ms | Tot: 355ms | Loss: 3.659 | Acc: 13.206% (449/3400) 34/100 
 [======================>..........................................]  Step: 10ms | Tot: 366ms | Loss: 3.659 | Acc: 13.343% (467/3500) 35/100 
 [======================>..........................................]  Step: 10ms | Tot: 377ms | Loss: 3.658 | Acc: 13.306% (479/3600) 36/100 
 [=======================>.........................................]  Step: 10ms | Tot: 387ms | Loss: 3.658 | Acc: 13.351% (494/3700) 37/100 
 [========================>........................................]  Step: 10ms | Tot: 398ms | Loss: 3.653 | Acc: 13.342% (507/3800) 38/100 
 [========================>........................................]  Step: 10ms | Tot: 409ms | Loss: 3.655 | Acc: 13.385% (522/3900) 39/100 
 [=========================>.......................................]  Step: 10ms | Tot: 419ms | Loss: 3.655 | Acc: 13.400% (536/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 430ms | Loss: 3.658 | Acc: 13.341% (547/4100) 41/100 
 [==========================>......................................]  Step: 10ms | Tot: 441ms | Loss: 3.658 | Acc: 13.405% (563/4200) 42/100 
 [===========================>.....................................]  Step: 10ms | Tot: 452ms | Loss: 3.654 | Acc: 13.558% (583/4300) 43/100 
 [===========================>.....................................]  Step: 10ms | Tot: 462ms | Loss: 3.655 | Acc: 13.591% (598/4400) 44/100 
 [============================>....................................]  Step: 10ms | Tot: 473ms | Loss: 3.656 | Acc: 13.511% (608/4500) 45/100 
 [=============================>...................................]  Step: 10ms | Tot: 484ms | Loss: 3.654 | Acc: 13.543% (623/4600) 46/100 
 [=============================>...................................]  Step: 10ms | Tot: 494ms | Loss: 3.655 | Acc: 13.489% (634/4700) 47/100 
 [==============================>..................................]  Step: 10ms | Tot: 505ms | Loss: 3.652 | Acc: 13.500% (648/4800) 48/100 
 [===============================>.................................]  Step: 10ms | Tot: 516ms | Loss: 3.655 | Acc: 13.449% (659/4900) 49/100 
 [===============================>.................................]  Step: 10ms | Tot: 526ms | Loss: 3.657 | Acc: 13.420% (671/5000) 50/100 
 [================================>................................]  Step: 10ms | Tot: 537ms | Loss: 3.655 | Acc: 13.549% (691/5100) 51/100 
 [=================================>...............................]  Step: 10ms | Tot: 548ms | Loss: 3.659 | Acc: 13.481% (701/5200) 52/100 
 [=================================>...............................]  Step: 10ms | Tot: 559ms | Loss: 3.658 | Acc: 13.472% (714/5300) 53/100 
 [==================================>..............................]  Step: 10ms | Tot: 569ms | Loss: 3.658 | Acc: 13.481% (728/5400) 54/100 
 [===================================>.............................]  Step: 10ms | Tot: 580ms | Loss: 3.659 | Acc: 13.436% (739/5500) 55/100 
 [===================================>.............................]  Step: 10ms | Tot: 591ms | Loss: 3.661 | Acc: 13.321% (746/5600) 56/100 
 [====================================>............................]  Step: 10ms | Tot: 601ms | Loss: 3.660 | Acc: 13.281% (757/5700) 57/100 
 [=====================================>...........................]  Step: 10ms | Tot: 612ms | Loss: 3.662 | Acc: 13.207% (766/5800) 58/100 
 [=====================================>...........................]  Step: 10ms | Tot: 623ms | Loss: 3.663 | Acc: 13.203% (779/5900) 59/100 
 [======================================>..........................]  Step: 10ms | Tot: 634ms | Loss: 3.663 | Acc: 13.133% (788/6000) 60/100 
 [=======================================>.........................]  Step: 10ms | Tot: 644ms | Loss: 3.662 | Acc: 13.131% (801/6100) 61/100 
 [=======================================>.........................]  Step: 10ms | Tot: 655ms | Loss: 3.665 | Acc: 13.065% (810/6200) 62/100 
 [========================================>........................]  Step: 10ms | Tot: 666ms | Loss: 3.663 | Acc: 13.127% (827/6300) 63/100 
 [========================================>........................]  Step: 10ms | Tot: 677ms | Loss: 3.662 | Acc: 13.125% (840/6400) 64/100 
 [=========================================>.......................]  Step: 10ms | Tot: 687ms | Loss: 3.663 | Acc: 13.092% (851/6500) 65/100 
 [==========================================>......................]  Step: 10ms | Tot: 698ms | Loss: 3.665 | Acc: 12.955% (855/6600) 66/100 
 [==========================================>......................]  Step: 10ms | Tot: 709ms | Loss: 3.662 | Acc: 13.030% (873/6700) 67/100 
 [===========================================>.....................]  Step: 10ms | Tot: 720ms | Loss: 3.662 | Acc: 12.985% (883/6800) 68/100 
 [============================================>....................]  Step: 10ms | Tot: 730ms | Loss: 3.661 | Acc: 12.971% (895/6900) 69/100 
 [============================================>....................]  Step: 10ms | Tot: 741ms | Loss: 3.660 | Acc: 13.000% (910/7000) 70/100 
 [=============================================>...................]  Step: 10ms | Tot: 752ms | Loss: 3.661 | Acc: 12.944% (919/7100) 71/100 
 [==============================================>..................]  Step: 10ms | Tot: 762ms | Loss: 3.660 | Acc: 12.917% (930/7200) 72/100 
 [==============================================>..................]  Step: 10ms | Tot: 773ms | Loss: 3.661 | Acc: 12.877% (940/7300) 73/100 
 [===============================================>.................]  Step: 10ms | Tot: 784ms | Loss: 3.663 | Acc: 12.865% (952/7400) 74/100 
 [================================================>................]  Step: 10ms | Tot: 794ms | Loss: 3.664 | Acc: 12.800% (960/7500) 75/100 
 [================================================>................]  Step: 10ms | Tot: 805ms | Loss: 3.669 | Acc: 12.816% (974/7600) 76/100 
 [=================================================>...............]  Step: 10ms | Tot: 816ms | Loss: 3.669 | Acc: 12.844% (989/7700) 77/100 
 [==================================================>..............]  Step: 10ms | Tot: 826ms | Loss: 3.669 | Acc: 12.872% (1004/7800) 78/100 
 [==================================================>..............]  Step: 10ms | Tot: 837ms | Loss: 3.670 | Acc: 12.823% (1013/7900) 79/100 
 [===================================================>.............]  Step: 10ms | Tot: 848ms | Loss: 3.669 | Acc: 12.800% (1024/8000) 80/100 
 [====================================================>............]  Step: 10ms | Tot: 858ms | Loss: 3.672 | Acc: 12.716% (1030/8100) 81/100 
 [====================================================>............]  Step: 10ms | Tot: 869ms | Loss: 3.673 | Acc: 12.732% (1044/8200) 82/100 
 [=====================================================>...........]  Step: 10ms | Tot: 880ms | Loss: 3.675 | Acc: 12.735% (1057/8300) 83/100 
 [=====================================================>...........]  Step: 10ms | Tot: 891ms | Loss: 3.674 | Acc: 12.810% (1076/8400) 84/100 
 [======================================================>..........]  Step: 10ms | Tot: 901ms | Loss: 3.672 | Acc: 12.812% (1089/8500) 85/100 
 [=======================================================>.........]  Step: 10ms | Tot: 912ms | Loss: 3.669 | Acc: 12.884% (1108/8600) 86/100 
 [=======================================================>.........]  Step: 10ms | Tot: 923ms | Loss: 3.669 | Acc: 12.828% (1116/8700) 87/100 
 [========================================================>........]  Step: 10ms | Tot: 933ms | Loss: 3.666 | Acc: 12.875% (1133/8800) 88/100 
 [=========================================================>.......]  Step: 10ms | Tot: 944ms | Loss: 3.667 | Acc: 12.899% (1148/8900) 89/100 
 [=========================================================>.......]  Step: 10ms | Tot: 955ms | Loss: 3.668 | Acc: 12.922% (1163/9000) 90/100 
 [==========================================================>......]  Step: 10ms | Tot: 965ms | Loss: 3.668 | Acc: 12.901% (1174/9100) 91/100 
 [===========================================================>.....]  Step: 10ms | Tot: 976ms | Loss: 3.669 | Acc: 12.870% (1184/9200) 92/100 
 [===========================================================>.....]  Step: 10ms | Tot: 987ms | Loss: 3.669 | Acc: 12.839% (1194/9300) 93/100 
 [============================================================>....]  Step: 10ms | Tot: 997ms | Loss: 3.670 | Acc: 12.872% (1210/9400) 94/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s8ms | Loss: 3.668 | Acc: 12.916% (1227/9500) 95/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s19ms | Loss: 3.667 | Acc: 12.917% (1240/9600) 96/100 
 [==============================================================>..]  Step: 10ms | Tot: 1s29ms | Loss: 3.667 | Acc: 12.856% (1247/9700) 97/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s40ms | Loss: 3.669 | Acc: 12.786% (1253/9800) 98/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s51ms | Loss: 3.669 | Acc: 12.778% (1265/9900) 99/100 
 [================================================================>]  Step: 10ms | Tot: 1s61ms | Loss: 3.667 | Acc: 12.840% (1284/10000) 100/100 
Saving..

Epoch: 1
 [>................................................................]  Step: 365ms | Tot: 0ms | Loss: 3.647 | Acc: 8.594% (11/128)     1/391 
 [>................................................................]  Step: 40ms | Tot: 40ms | Loss: 3.678 | Acc: 10.156% (26/256)    2/391 
 [>................................................................]  Step: 40ms | Tot: 80ms | Loss: 3.705 | Acc: 9.375% (36/384)     3/391 
 [>................................................................]  Step: 38ms | Tot: 119ms | Loss: 3.662 | Acc: 10.352% (53/512)   4/391 
 [>................................................................]  Step: 39ms | Tot: 158ms | Loss: 3.648 | Acc: 10.625% (68/640)   5/391 
 [>................................................................]  Step: 39ms | Tot: 198ms | Loss: 3.633 | Acc: 11.328% (87/768)   6/391 
 [>................................................................]  Step: 39ms | Tot: 237ms | Loss: 3.626 | Acc: 10.938% (98/896)   7/391 
 [=>...............................................................]  Step: 39ms | Tot: 277ms | Loss: 3.653 | Acc: 10.840% (111/1024) 8/391 
 [=>...............................................................]  Step: 39ms | Tot: 316ms | Loss: 3.658 | Acc: 11.111% (128/1152) 9/391 
 [=>...............................................................]  Step: 39ms | Tot: 356ms | Loss: 3.665 | Acc: 10.938% (140/1280) 10/391 
 [=>...............................................................]  Step: 39ms | Tot: 395ms | Loss: 3.666 | Acc: 11.506% (162/1408) 11/391 
 [=>...............................................................]  Step: 39ms | Tot: 435ms | Loss: 3.667 | Acc: 11.393% (175/1536) 12/391 
 [=>...............................................................]  Step: 39ms | Tot: 474ms | Loss: 3.659 | Acc: 11.478% (191/1664) 13/391 
 [==>..............................................................]  Step: 39ms | Tot: 513ms | Loss: 3.657 | Acc: 11.607% (208/1792) 14/391 
 [==>..............................................................]  Step: 39ms | Tot: 553ms | Loss: 3.648 | Acc: 11.875% (228/1920) 15/391 
 [==>..............................................................]  Step: 39ms | Tot: 592ms | Loss: 3.659 | Acc: 11.768% (241/2048) 16/391 
 [==>..............................................................]  Step: 39ms | Tot: 631ms | Loss: 3.653 | Acc: 11.903% (259/2176) 17/391 
 [==>..............................................................]  Step: 39ms | Tot: 671ms | Loss: 3.657 | Acc: 11.849% (273/2304) 18/391 
 [==>..............................................................]  Step: 39ms | Tot: 710ms | Loss: 3.655 | Acc: 11.760% (286/2432) 19/391 
 [===>.............................................................]  Step: 39ms | Tot: 750ms | Loss: 3.651 | Acc: 11.797% (302/2560) 20/391 
 [===>.............................................................]  Step: 39ms | Tot: 789ms | Loss: 3.650 | Acc: 11.905% (320/2688) 21/391 
 [===>.............................................................]  Step: 39ms | Tot: 829ms | Loss: 3.637 | Acc: 12.145% (342/2816) 22/391 
 [===>.............................................................]  Step: 39ms | Tot: 868ms | Loss: 3.631 | Acc: 12.160% (358/2944) 23/391 
 [===>.............................................................]  Step: 39ms | Tot: 908ms | Loss: 3.626 | Acc: 12.174% (374/3072) 24/391 
 [===>.............................................................]  Step: 39ms | Tot: 947ms | Loss: 3.623 | Acc: 12.188% (390/3200) 25/391 
 [====>............................................................]  Step: 39ms | Tot: 987ms | Loss: 3.626 | Acc: 12.290% (409/3328) 26/391 
 [====>............................................................]  Step: 39ms | Tot: 1s26ms | Loss: 3.630 | Acc: 12.384% (428/3456) 27/391 
 [====>............................................................]  Step: 39ms | Tot: 1s66ms | Loss: 3.632 | Acc: 12.444% (446/3584) 28/391 
 [====>............................................................]  Step: 39ms | Tot: 1s105ms | Loss: 3.631 | Acc: 12.392% (460/3712) 29/391 
 [====>............................................................]  Step: 39ms | Tot: 1s144ms | Loss: 3.633 | Acc: 12.396% (476/3840) 30/391 
 [====>............................................................]  Step: 39ms | Tot: 1s184ms | Loss: 3.632 | Acc: 12.273% (487/3968) 31/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s223ms | Loss: 3.635 | Acc: 12.476% (511/4096) 32/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s262ms | Loss: 3.636 | Acc: 12.453% (526/4224) 33/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s301ms | Loss: 3.640 | Acc: 12.431% (541/4352) 34/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s341ms | Loss: 3.644 | Acc: 12.321% (552/4480) 35/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s380ms | Loss: 3.647 | Acc: 12.283% (566/4608) 36/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s420ms | Loss: 3.645 | Acc: 12.437% (589/4736) 37/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s459ms | Loss: 3.641 | Acc: 12.397% (603/4864) 38/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s499ms | Loss: 3.639 | Acc: 12.420% (620/4992) 39/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s538ms | Loss: 3.641 | Acc: 12.344% (632/5120) 40/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s578ms | Loss: 3.640 | Acc: 12.329% (647/5248) 41/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s617ms | Loss: 3.640 | Acc: 12.314% (662/5376) 42/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s656ms | Loss: 3.640 | Acc: 12.373% (681/5504) 43/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s696ms | Loss: 3.636 | Acc: 12.393% (698/5632) 44/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s735ms | Loss: 3.632 | Acc: 12.587% (725/5760) 45/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s775ms | Loss: 3.633 | Acc: 12.551% (739/5888) 46/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s814ms | Loss: 3.630 | Acc: 12.583% (757/6016) 47/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s853ms | Loss: 3.625 | Acc: 12.728% (782/6144) 48/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s892ms | Loss: 3.627 | Acc: 12.659% (794/6272) 49/391 
 [========>........................................................]  Step: 39ms | Tot: 1s932ms | Loss: 3.623 | Acc: 12.656% (810/6400) 50/391 
 [========>........................................................]  Step: 39ms | Tot: 1s971ms | Loss: 3.622 | Acc: 12.684% (828/6528) 51/391 
 [========>........................................................]  Step: 39ms | Tot: 2s10ms | Loss: 3.618 | Acc: 12.785% (851/6656) 52/391 
 [========>........................................................]  Step: 39ms | Tot: 2s50ms | Loss: 3.614 | Acc: 12.869% (873/6784) 53/391 
 [========>........................................................]  Step: 39ms | Tot: 2s89ms | Loss: 3.611 | Acc: 12.905% (892/6912) 54/391 
 [========>........................................................]  Step: 39ms | Tot: 2s129ms | Loss: 3.611 | Acc: 12.855% (905/7040) 55/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s168ms | Loss: 3.611 | Acc: 12.849% (921/7168) 56/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s208ms | Loss: 3.611 | Acc: 12.856% (938/7296) 57/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s247ms | Loss: 3.609 | Acc: 12.904% (958/7424) 58/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s287ms | Loss: 3.609 | Acc: 12.897% (974/7552) 59/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s326ms | Loss: 3.605 | Acc: 13.008% (999/7680) 60/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s366ms | Loss: 3.605 | Acc: 12.999% (1015/7808) 61/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s405ms | Loss: 3.604 | Acc: 12.979% (1030/7936) 62/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s444ms | Loss: 3.607 | Acc: 12.946% (1044/8064) 63/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s484ms | Loss: 3.608 | Acc: 13.000% (1065/8192) 64/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s523ms | Loss: 3.607 | Acc: 13.017% (1083/8320) 65/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s562ms | Loss: 3.603 | Acc: 13.080% (1105/8448) 66/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s602ms | Loss: 3.600 | Acc: 13.188% (1131/8576) 67/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s641ms | Loss: 3.598 | Acc: 13.235% (1152/8704) 68/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s681ms | Loss: 3.600 | Acc: 13.236% (1169/8832) 69/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s720ms | Loss: 3.598 | Acc: 13.270% (1189/8960) 70/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s760ms | Loss: 3.595 | Acc: 13.270% (1206/9088) 71/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s800ms | Loss: 3.595 | Acc: 13.303% (1226/9216) 72/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s839ms | Loss: 3.593 | Acc: 13.313% (1244/9344) 73/391 
 [============>....................................................]  Step: 39ms | Tot: 2s879ms | Loss: 3.594 | Acc: 13.345% (1264/9472) 74/391 
 [============>....................................................]  Step: 39ms | Tot: 2s918ms | Loss: 3.592 | Acc: 13.406% (1287/9600) 75/391 
 [============>....................................................]  Step: 39ms | Tot: 2s958ms | Loss: 3.591 | Acc: 13.353% (1299/9728) 76/391 
 [============>....................................................]  Step: 39ms | Tot: 2s997ms | Loss: 3.589 | Acc: 13.373% (1318/9856) 77/391 
 [============>....................................................]  Step: 39ms | Tot: 3s37ms | Loss: 3.585 | Acc: 13.371% (1335/9984) 78/391 
 [============>....................................................]  Step: 39ms | Tot: 3s77ms | Loss: 3.586 | Acc: 13.390% (1354/10112) 79/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s117ms | Loss: 3.587 | Acc: 13.330% (1365/10240) 80/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s156ms | Loss: 3.586 | Acc: 13.436% (1393/10368) 81/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s196ms | Loss: 3.587 | Acc: 13.415% (1408/10496) 82/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s235ms | Loss: 3.587 | Acc: 13.366% (1420/10624) 83/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s275ms | Loss: 3.586 | Acc: 13.365% (1437/10752) 84/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s314ms | Loss: 3.584 | Acc: 13.410% (1459/10880) 85/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s353ms | Loss: 3.585 | Acc: 13.381% (1473/11008) 86/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s393ms | Loss: 3.584 | Acc: 13.434% (1496/11136) 87/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s432ms | Loss: 3.581 | Acc: 13.477% (1518/11264) 88/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s472ms | Loss: 3.582 | Acc: 13.492% (1537/11392) 89/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s512ms | Loss: 3.581 | Acc: 13.542% (1560/11520) 90/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s551ms | Loss: 3.580 | Acc: 13.539% (1577/11648) 91/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s591ms | Loss: 3.578 | Acc: 13.578% (1599/11776) 92/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s630ms | Loss: 3.577 | Acc: 13.617% (1621/11904) 93/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s670ms | Loss: 3.575 | Acc: 13.655% (1643/12032) 94/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s709ms | Loss: 3.573 | Acc: 13.701% (1666/12160) 95/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s749ms | Loss: 3.571 | Acc: 13.721% (1686/12288) 96/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s789ms | Loss: 3.571 | Acc: 13.724% (1704/12416) 97/391 
 [================>................................................]  Step: 39ms | Tot: 3s828ms | Loss: 3.568 | Acc: 13.728% (1722/12544) 98/391 
 [================>................................................]  Step: 39ms | Tot: 3s868ms | Loss: 3.568 | Acc: 13.763% (1744/12672) 99/391 
 [================>................................................]  Step: 39ms | Tot: 3s907ms | Loss: 3.566 | Acc: 13.805% (1767/12800) 100/391 
 [================>................................................]  Step: 39ms | Tot: 3s947ms | Loss: 3.566 | Acc: 13.792% (1783/12928) 101/391 
 [================>................................................]  Step: 39ms | Tot: 3s987ms | Loss: 3.566 | Acc: 13.802% (1802/13056) 102/391 
 [================>................................................]  Step: 39ms | Tot: 4s26ms | Loss: 3.565 | Acc: 13.827% (1823/13184) 103/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s66ms | Loss: 3.564 | Acc: 13.845% (1843/13312) 104/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s105ms | Loss: 3.565 | Acc: 13.862% (1863/13440) 105/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s145ms | Loss: 3.563 | Acc: 13.952% (1893/13568) 106/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s184ms | Loss: 3.563 | Acc: 13.968% (1913/13696) 107/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s224ms | Loss: 3.564 | Acc: 13.983% (1933/13824) 108/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s264ms | Loss: 3.566 | Acc: 13.976% (1950/13952) 109/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s303ms | Loss: 3.565 | Acc: 14.013% (1973/14080) 110/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s343ms | Loss: 3.564 | Acc: 14.055% (1997/14208) 111/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s382ms | Loss: 3.565 | Acc: 14.056% (2015/14336) 112/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s422ms | Loss: 3.562 | Acc: 14.104% (2040/14464) 113/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s462ms | Loss: 3.561 | Acc: 14.152% (2065/14592) 114/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s501ms | Loss: 3.560 | Acc: 14.212% (2092/14720) 115/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s541ms | Loss: 3.560 | Acc: 14.211% (2110/14848) 116/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s581ms | Loss: 3.560 | Acc: 14.236% (2132/14976) 117/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s620ms | Loss: 3.561 | Acc: 14.188% (2143/15104) 118/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s660ms | Loss: 3.561 | Acc: 14.161% (2157/15232) 119/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s699ms | Loss: 3.560 | Acc: 14.186% (2179/15360) 120/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s739ms | Loss: 3.558 | Acc: 14.192% (2198/15488) 121/391 
 [====================>............................................]  Step: 39ms | Tot: 4s778ms | Loss: 3.557 | Acc: 14.223% (2221/15616) 122/391 
 [====================>............................................]  Step: 39ms | Tot: 4s818ms | Loss: 3.556 | Acc: 14.228% (2240/15744) 123/391 
 [====================>............................................]  Step: 39ms | Tot: 4s857ms | Loss: 3.554 | Acc: 14.252% (2262/15872) 124/391 
 [====================>............................................]  Step: 39ms | Tot: 4s897ms | Loss: 3.553 | Acc: 14.281% (2285/16000) 125/391 
 [====================>............................................]  Step: 39ms | Tot: 4s937ms | Loss: 3.550 | Acc: 14.373% (2318/16128) 126/391 
 [====================>............................................]  Step: 39ms | Tot: 4s976ms | Loss: 3.549 | Acc: 14.413% (2343/16256) 127/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s16ms | Loss: 3.548 | Acc: 14.404% (2360/16384) 128/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s56ms | Loss: 3.547 | Acc: 14.438% (2384/16512) 129/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s95ms | Loss: 3.546 | Acc: 14.453% (2405/16640) 130/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s135ms | Loss: 3.546 | Acc: 14.456% (2424/16768) 131/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s175ms | Loss: 3.545 | Acc: 14.489% (2448/16896) 132/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s215ms | Loss: 3.544 | Acc: 14.509% (2470/17024) 133/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s254ms | Loss: 3.543 | Acc: 14.529% (2492/17152) 134/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s294ms | Loss: 3.544 | Acc: 14.537% (2512/17280) 135/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s334ms | Loss: 3.542 | Acc: 14.545% (2532/17408) 136/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s373ms | Loss: 3.542 | Acc: 14.576% (2556/17536) 137/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s413ms | Loss: 3.542 | Acc: 14.555% (2571/17664) 138/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s452ms | Loss: 3.541 | Acc: 14.557% (2590/17792) 139/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s492ms | Loss: 3.541 | Acc: 14.576% (2612/17920) 140/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s531ms | Loss: 3.541 | Acc: 14.572% (2630/18048) 141/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s571ms | Loss: 3.541 | Acc: 14.618% (2657/18176) 142/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s611ms | Loss: 3.541 | Acc: 14.625% (2677/18304) 143/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s650ms | Loss: 3.539 | Acc: 14.648% (2700/18432) 144/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s690ms | Loss: 3.539 | Acc: 14.714% (2731/18560) 145/391 
 [========================>........................................]  Step: 39ms | Tot: 5s729ms | Loss: 3.538 | Acc: 14.742% (2755/18688) 146/391 
 [========================>........................................]  Step: 39ms | Tot: 5s769ms | Loss: 3.538 | Acc: 14.753% (2776/18816) 147/391 
 [========================>........................................]  Step: 39ms | Tot: 5s809ms | Loss: 3.538 | Acc: 14.765% (2797/18944) 148/391 
 [========================>........................................]  Step: 39ms | Tot: 5s849ms | Loss: 3.536 | Acc: 14.781% (2819/19072) 149/391 
 [========================>........................................]  Step: 39ms | Tot: 5s888ms | Loss: 3.535 | Acc: 14.786% (2839/19200) 150/391 
 [========================>........................................]  Step: 39ms | Tot: 5s928ms | Loss: 3.534 | Acc: 14.823% (2865/19328) 151/391 
 [=========================>.......................................]  Step: 39ms | Tot: 5s968ms | Loss: 3.532 | Acc: 14.844% (2888/19456) 152/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s8ms | Loss: 3.533 | Acc: 14.839% (2906/19584) 153/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s47ms | Loss: 3.532 | Acc: 14.889% (2935/19712) 154/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s87ms | Loss: 3.531 | Acc: 14.904% (2957/19840) 155/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s127ms | Loss: 3.529 | Acc: 14.904% (2976/19968) 156/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s166ms | Loss: 3.529 | Acc: 14.908% (2996/20096) 157/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s206ms | Loss: 3.529 | Acc: 14.938% (3021/20224) 158/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s246ms | Loss: 3.532 | Acc: 14.893% (3031/20352) 159/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s285ms | Loss: 3.532 | Acc: 14.897% (3051/20480) 160/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s325ms | Loss: 3.532 | Acc: 14.921% (3075/20608) 161/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s364ms | Loss: 3.531 | Acc: 14.940% (3098/20736) 162/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s404ms | Loss: 3.530 | Acc: 14.959% (3121/20864) 163/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s443ms | Loss: 3.530 | Acc: 14.944% (3137/20992) 164/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s483ms | Loss: 3.529 | Acc: 14.957% (3159/21120) 165/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s522ms | Loss: 3.528 | Acc: 14.961% (3179/21248) 166/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s562ms | Loss: 3.527 | Acc: 14.993% (3205/21376) 167/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s602ms | Loss: 3.526 | Acc: 15.020% (3230/21504) 168/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s641ms | Loss: 3.525 | Acc: 15.033% (3252/21632) 169/391 
 [============================>....................................]  Step: 39ms | Tot: 6s681ms | Loss: 3.523 | Acc: 15.074% (3280/21760) 170/391 
 [============================>....................................]  Step: 39ms | Tot: 6s721ms | Loss: 3.523 | Acc: 15.109% (3307/21888) 171/391 
 [============================>....................................]  Step: 39ms | Tot: 6s761ms | Loss: 3.522 | Acc: 15.103% (3325/22016) 172/391 
 [============================>....................................]  Step: 39ms | Tot: 6s800ms | Loss: 3.521 | Acc: 15.124% (3349/22144) 173/391 
 [============================>....................................]  Step: 39ms | Tot: 6s840ms | Loss: 3.520 | Acc: 15.140% (3372/22272) 174/391 
 [============================>....................................]  Step: 39ms | Tot: 6s880ms | Loss: 3.519 | Acc: 15.138% (3391/22400) 175/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s919ms | Loss: 3.519 | Acc: 15.154% (3414/22528) 176/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s959ms | Loss: 3.520 | Acc: 15.157% (3434/22656) 177/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s999ms | Loss: 3.518 | Acc: 15.195% (3462/22784) 178/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s39ms | Loss: 3.518 | Acc: 15.184% (3479/22912) 179/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s78ms | Loss: 3.518 | Acc: 15.182% (3498/23040) 180/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s118ms | Loss: 3.518 | Acc: 15.172% (3515/23168) 181/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s157ms | Loss: 3.518 | Acc: 15.187% (3538/23296) 182/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s197ms | Loss: 3.519 | Acc: 15.164% (3552/23424) 183/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s236ms | Loss: 3.518 | Acc: 15.158% (3570/23552) 184/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s276ms | Loss: 3.518 | Acc: 15.139% (3585/23680) 185/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s315ms | Loss: 3.518 | Acc: 15.167% (3611/23808) 186/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s355ms | Loss: 3.517 | Acc: 15.178% (3633/23936) 187/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s395ms | Loss: 3.517 | Acc: 15.197% (3657/24064) 188/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s435ms | Loss: 3.517 | Acc: 15.195% (3676/24192) 189/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s475ms | Loss: 3.518 | Acc: 15.173% (3690/24320) 190/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s514ms | Loss: 3.518 | Acc: 15.208% (3718/24448) 191/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s554ms | Loss: 3.518 | Acc: 15.222% (3741/24576) 192/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s594ms | Loss: 3.517 | Acc: 15.236% (3764/24704) 193/391 
 [================================>................................]  Step: 39ms | Tot: 7s633ms | Loss: 3.517 | Acc: 15.250% (3787/24832) 194/391 
 [================================>................................]  Step: 39ms | Tot: 7s673ms | Loss: 3.516 | Acc: 15.252% (3807/24960) 195/391 
 [================================>................................]  Step: 39ms | Tot: 7s713ms | Loss: 3.516 | Acc: 15.262% (3829/25088) 196/391 
 [================================>................................]  Step: 39ms | Tot: 7s753ms | Loss: 3.514 | Acc: 15.304% (3859/25216) 197/391 
 [================================>................................]  Step: 39ms | Tot: 7s792ms | Loss: 3.515 | Acc: 15.298% (3877/25344) 198/391 
 [================================>................................]  Step: 39ms | Tot: 7s832ms | Loss: 3.514 | Acc: 15.334% (3906/25472) 199/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s871ms | Loss: 3.514 | Acc: 15.359% (3932/25600) 200/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s911ms | Loss: 3.513 | Acc: 15.365% (3953/25728) 201/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s951ms | Loss: 3.514 | Acc: 15.358% (3971/25856) 202/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s990ms | Loss: 3.513 | Acc: 15.359% (3991/25984) 203/391 
 [=================================>...............................]  Step: 39ms | Tot: 8s30ms | Loss: 3.512 | Acc: 15.388% (4018/26112) 204/391 
 [=================================>...............................]  Step: 39ms | Tot: 8s69ms | Loss: 3.511 | Acc: 15.393% (4039/26240) 205/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s109ms | Loss: 3.509 | Acc: 15.420% (4066/26368) 206/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s149ms | Loss: 3.508 | Acc: 15.455% (4095/26496) 207/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s188ms | Loss: 3.508 | Acc: 15.471% (4119/26624) 208/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s228ms | Loss: 3.506 | Acc: 15.472% (4139/26752) 209/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s268ms | Loss: 3.505 | Acc: 15.513% (4170/26880) 210/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s307ms | Loss: 3.505 | Acc: 15.521% (4192/27008) 211/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s347ms | Loss: 3.503 | Acc: 15.559% (4222/27136) 212/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s387ms | Loss: 3.502 | Acc: 15.577% (4247/27264) 213/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s427ms | Loss: 3.501 | Acc: 15.578% (4267/27392) 214/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s466ms | Loss: 3.500 | Acc: 15.570% (4285/27520) 215/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s506ms | Loss: 3.498 | Acc: 15.589% (4310/27648) 216/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s546ms | Loss: 3.497 | Acc: 15.650% (4347/27776) 217/391 
 [====================================>............................]  Step: 39ms | Tot: 8s585ms | Loss: 3.496 | Acc: 15.650% (4367/27904) 218/391 
 [====================================>............................]  Step: 39ms | Tot: 8s625ms | Loss: 3.496 | Acc: 15.657% (4389/28032) 219/391 
 [====================================>............................]  Step: 39ms | Tot: 8s665ms | Loss: 3.495 | Acc: 15.668% (4412/28160) 220/391 
 [====================================>............................]  Step: 39ms | Tot: 8s705ms | Loss: 3.494 | Acc: 15.692% (4439/28288) 221/391 
 [====================================>............................]  Step: 39ms | Tot: 8s744ms | Loss: 3.493 | Acc: 15.685% (4457/28416) 222/391 
 [====================================>............................]  Step: 39ms | Tot: 8s784ms | Loss: 3.493 | Acc: 15.678% (4475/28544) 223/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s823ms | Loss: 3.493 | Acc: 15.681% (4496/28672) 224/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s863ms | Loss: 3.492 | Acc: 15.698% (4521/28800) 225/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s902ms | Loss: 3.490 | Acc: 15.708% (4544/28928) 226/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s942ms | Loss: 3.490 | Acc: 15.718% (4567/29056) 227/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s981ms | Loss: 3.489 | Acc: 15.735% (4592/29184) 228/391 
 [=====================================>...........................]  Step: 39ms | Tot: 9s21ms | Loss: 3.488 | Acc: 15.738% (4613/29312) 229/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s61ms | Loss: 3.488 | Acc: 15.768% (4642/29440) 230/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s101ms | Loss: 3.488 | Acc: 15.777% (4665/29568) 231/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s140ms | Loss: 3.487 | Acc: 15.800% (4692/29696) 232/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s180ms | Loss: 3.485 | Acc: 15.809% (4715/29824) 233/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s219ms | Loss: 3.484 | Acc: 15.829% (4741/29952) 234/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s259ms | Loss: 3.483 | Acc: 15.851% (4768/30080) 235/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s299ms | Loss: 3.482 | Acc: 15.867% (4793/30208) 236/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s339ms | Loss: 3.483 | Acc: 15.856% (4810/30336) 237/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s378ms | Loss: 3.482 | Acc: 15.874% (4836/30464) 238/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s417ms | Loss: 3.481 | Acc: 15.900% (4864/30592) 239/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s457ms | Loss: 3.480 | Acc: 15.921% (4891/30720) 240/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s497ms | Loss: 3.480 | Acc: 15.930% (4914/30848) 241/391 
 [========================================>........................]  Step: 39ms | Tot: 9s536ms | Loss: 3.478 | Acc: 15.967% (4946/30976) 242/391 
 [========================================>........................]  Step: 39ms | Tot: 9s576ms | Loss: 3.478 | Acc: 15.975% (4969/31104) 243/391 
 [========================================>........................]  Step: 39ms | Tot: 9s615ms | Loss: 3.478 | Acc: 15.993% (4995/31232) 244/391 
 [========================================>........................]  Step: 39ms | Tot: 9s655ms | Loss: 3.476 | Acc: 16.017% (5023/31360) 245/391 
 [========================================>........................]  Step: 39ms | Tot: 9s694ms | Loss: 3.476 | Acc: 16.025% (5046/31488) 246/391 
 [========================================>........................]  Step: 39ms | Tot: 9s734ms | Loss: 3.476 | Acc: 16.030% (5068/31616) 247/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s773ms | Loss: 3.476 | Acc: 16.016% (5084/31744) 248/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s813ms | Loss: 3.476 | Acc: 16.017% (5105/31872) 249/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s853ms | Loss: 3.475 | Acc: 16.022% (5127/32000) 250/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s892ms | Loss: 3.474 | Acc: 16.039% (5153/32128) 251/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s932ms | Loss: 3.474 | Acc: 16.031% (5171/32256) 252/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s972ms | Loss: 3.473 | Acc: 16.057% (5200/32384) 253/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s11ms | Loss: 3.473 | Acc: 16.065% (5223/32512) 254/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s51ms | Loss: 3.473 | Acc: 16.078% (5248/32640) 255/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s90ms | Loss: 3.473 | Acc: 16.071% (5266/32768) 256/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s130ms | Loss: 3.472 | Acc: 16.072% (5287/32896) 257/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s169ms | Loss: 3.472 | Acc: 16.055% (5302/33024) 258/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s209ms | Loss: 3.471 | Acc: 16.059% (5324/33152) 259/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s249ms | Loss: 3.470 | Acc: 16.067% (5347/33280) 260/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s288ms | Loss: 3.469 | Acc: 16.080% (5372/33408) 261/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s328ms | Loss: 3.468 | Acc: 16.087% (5395/33536) 262/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s367ms | Loss: 3.468 | Acc: 16.106% (5422/33664) 263/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s407ms | Loss: 3.466 | Acc: 16.131% (5451/33792) 264/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s446ms | Loss: 3.466 | Acc: 16.117% (5467/33920) 265/391 
 [============================================>....................]  Step: 39ms | Tot: 10s485ms | Loss: 3.466 | Acc: 16.136% (5494/34048) 266/391 
 [============================================>....................]  Step: 39ms | Tot: 10s525ms | Loss: 3.466 | Acc: 16.137% (5515/34176) 267/391 
 [============================================>....................]  Step: 39ms | Tot: 10s565ms | Loss: 3.465 | Acc: 16.126% (5532/34304) 268/391 
 [============================================>....................]  Step: 39ms | Tot: 10s605ms | Loss: 3.464 | Acc: 16.122% (5551/34432) 269/391 
 [============================================>....................]  Step: 39ms | Tot: 10s644ms | Loss: 3.464 | Acc: 16.117% (5570/34560) 270/391 
 [============================================>....................]  Step: 39ms | Tot: 10s684ms | Loss: 3.462 | Acc: 16.138% (5598/34688) 271/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s724ms | Loss: 3.461 | Acc: 16.165% (5628/34816) 272/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s763ms | Loss: 3.461 | Acc: 16.169% (5650/34944) 273/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s803ms | Loss: 3.461 | Acc: 16.190% (5678/35072) 274/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s843ms | Loss: 3.460 | Acc: 16.202% (5703/35200) 275/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s882ms | Loss: 3.460 | Acc: 16.217% (5729/35328) 276/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s922ms | Loss: 3.460 | Acc: 16.234% (5756/35456) 277/391 
 [==============================================>..................]  Step: 39ms | Tot: 10s962ms | Loss: 3.459 | Acc: 16.266% (5788/35584) 278/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s2ms | Loss: 3.458 | Acc: 16.269% (5810/35712) 279/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s41ms | Loss: 3.458 | Acc: 16.286% (5837/35840) 280/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s81ms | Loss: 3.458 | Acc: 16.276% (5854/35968) 281/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s120ms | Loss: 3.457 | Acc: 16.279% (5876/36096) 282/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s160ms | Loss: 3.457 | Acc: 16.279% (5897/36224) 283/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s199ms | Loss: 3.455 | Acc: 16.293% (5923/36352) 284/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s239ms | Loss: 3.455 | Acc: 16.302% (5947/36480) 285/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s278ms | Loss: 3.455 | Acc: 16.311% (5971/36608) 286/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s318ms | Loss: 3.455 | Acc: 16.319% (5995/36736) 287/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s358ms | Loss: 3.453 | Acc: 16.349% (6027/36864) 288/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s398ms | Loss: 3.453 | Acc: 16.355% (6050/36992) 289/391 
 [================================================>................]  Step: 39ms | Tot: 11s437ms | Loss: 3.452 | Acc: 16.374% (6078/37120) 290/391 
 [================================================>................]  Step: 39ms | Tot: 11s477ms | Loss: 3.451 | Acc: 16.377% (6100/37248) 291/391 
 [================================================>................]  Step: 39ms | Tot: 11s516ms | Loss: 3.451 | Acc: 16.374% (6120/37376) 292/391 
 [================================================>................]  Step: 39ms | Tot: 11s556ms | Loss: 3.450 | Acc: 16.390% (6147/37504) 293/391 
 [================================================>................]  Step: 39ms | Tot: 11s596ms | Loss: 3.449 | Acc: 16.393% (6169/37632) 294/391 
 [================================================>................]  Step: 39ms | Tot: 11s635ms | Loss: 3.450 | Acc: 16.388% (6188/37760) 295/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s675ms | Loss: 3.449 | Acc: 16.398% (6213/37888) 296/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s715ms | Loss: 3.449 | Acc: 16.398% (6234/38016) 297/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s754ms | Loss: 3.449 | Acc: 16.393% (6253/38144) 298/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s794ms | Loss: 3.449 | Acc: 16.409% (6280/38272) 299/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s834ms | Loss: 3.449 | Acc: 16.406% (6300/38400) 300/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s873ms | Loss: 3.448 | Acc: 16.432% (6331/38528) 301/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s913ms | Loss: 3.447 | Acc: 16.435% (6353/38656) 302/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s953ms | Loss: 3.447 | Acc: 16.450% (6380/38784) 303/391 
 [==================================================>..............]  Step: 39ms | Tot: 11s992ms | Loss: 3.446 | Acc: 16.481% (6413/38912) 304/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s32ms | Loss: 3.445 | Acc: 16.498% (6441/39040) 305/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s71ms | Loss: 3.445 | Acc: 16.511% (6467/39168) 306/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s111ms | Loss: 3.444 | Acc: 16.528% (6495/39296) 307/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s150ms | Loss: 3.444 | Acc: 16.548% (6524/39424) 308/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s190ms | Loss: 3.443 | Acc: 16.573% (6555/39552) 309/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s230ms | Loss: 3.442 | Acc: 16.593% (6584/39680) 310/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s270ms | Loss: 3.442 | Acc: 16.595% (6606/39808) 311/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s310ms | Loss: 3.442 | Acc: 16.602% (6630/39936) 312/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s349ms | Loss: 3.441 | Acc: 16.613% (6656/40064) 313/391 
 [====================================================>............]  Step: 39ms | Tot: 12s389ms | Loss: 3.441 | Acc: 16.618% (6679/40192) 314/391 
 [====================================================>............]  Step: 39ms | Tot: 12s429ms | Loss: 3.440 | Acc: 16.617% (6700/40320) 315/391 
 [====================================================>............]  Step: 39ms | Tot: 12s468ms | Loss: 3.440 | Acc: 16.631% (6727/40448) 316/391 
 [====================================================>............]  Step: 39ms | Tot: 12s508ms | Loss: 3.439 | Acc: 16.645% (6754/40576) 317/391 
 [====================================================>............]  Step: 39ms | Tot: 12s548ms | Loss: 3.438 | Acc: 16.652% (6778/40704) 318/391 
 [====================================================>............]  Step: 39ms | Tot: 12s587ms | Loss: 3.437 | Acc: 16.659% (6802/40832) 319/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s627ms | Loss: 3.438 | Acc: 16.643% (6817/40960) 320/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s667ms | Loss: 3.437 | Acc: 16.652% (6842/41088) 321/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s706ms | Loss: 3.436 | Acc: 16.678% (6874/41216) 322/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s746ms | Loss: 3.436 | Acc: 16.689% (6900/41344) 323/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s785ms | Loss: 3.435 | Acc: 16.710% (6930/41472) 324/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s825ms | Loss: 3.435 | Acc: 16.719% (6955/41600) 325/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s865ms | Loss: 3.435 | Acc: 16.703% (6970/41728) 326/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s904ms | Loss: 3.435 | Acc: 16.686% (6984/41856) 327/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s944ms | Loss: 3.434 | Acc: 16.697% (7010/41984) 328/391 
 [======================================================>..........]  Step: 39ms | Tot: 12s984ms | Loss: 3.433 | Acc: 16.722% (7042/42112) 329/391 
 [======================================================>..........]  Step: 39ms | Tot: 13s23ms | Loss: 3.432 | Acc: 16.747% (7074/42240) 330/391 
 [======================================================>..........]  Step: 39ms | Tot: 13s63ms | Loss: 3.432 | Acc: 16.760% (7101/42368) 331/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s103ms | Loss: 3.432 | Acc: 16.773% (7128/42496) 332/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s143ms | Loss: 3.431 | Acc: 16.779% (7152/42624) 333/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s183ms | Loss: 3.431 | Acc: 16.771% (7170/42752) 334/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s223ms | Loss: 3.430 | Acc: 16.786% (7198/42880) 335/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s262ms | Loss: 3.430 | Acc: 16.788% (7220/43008) 336/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s302ms | Loss: 3.429 | Acc: 16.800% (7247/43136) 337/391 
 [========================================================>........]  Step: 39ms | Tot: 13s342ms | Loss: 3.428 | Acc: 16.806% (7271/43264) 338/391 
 [========================================================>........]  Step: 39ms | Tot: 13s381ms | Loss: 3.427 | Acc: 16.828% (7302/43392) 339/391 
 [========================================================>........]  Step: 39ms | Tot: 13s421ms | Loss: 3.427 | Acc: 16.831% (7325/43520) 340/391 
 [========================================================>........]  Step: 39ms | Tot: 13s461ms | Loss: 3.427 | Acc: 16.846% (7353/43648) 341/391 
 [========================================================>........]  Step: 39ms | Tot: 13s500ms | Loss: 3.426 | Acc: 16.865% (7383/43776) 342/391 
 [========================================================>........]  Step: 39ms | Tot: 13s540ms | Loss: 3.425 | Acc: 16.875% (7409/43904) 343/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s580ms | Loss: 3.425 | Acc: 16.883% (7434/44032) 344/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s619ms | Loss: 3.425 | Acc: 16.882% (7455/44160) 345/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s659ms | Loss: 3.424 | Acc: 16.885% (7478/44288) 346/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s699ms | Loss: 3.424 | Acc: 16.902% (7507/44416) 347/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s738ms | Loss: 3.424 | Acc: 16.909% (7532/44544) 348/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s778ms | Loss: 3.423 | Acc: 16.926% (7561/44672) 349/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s817ms | Loss: 3.423 | Acc: 16.942% (7590/44800) 350/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s857ms | Loss: 3.423 | Acc: 16.949% (7615/44928) 351/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s897ms | Loss: 3.422 | Acc: 16.946% (7635/45056) 352/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s937ms | Loss: 3.422 | Acc: 16.946% (7657/45184) 353/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s976ms | Loss: 3.422 | Acc: 16.951% (7681/45312) 354/391 
 [==========================================================>......]  Step: 39ms | Tot: 14s16ms | Loss: 3.421 | Acc: 16.972% (7712/45440) 355/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s56ms | Loss: 3.420 | Acc: 16.999% (7746/45568) 356/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s96ms | Loss: 3.420 | Acc: 16.995% (7766/45696) 357/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s135ms | Loss: 3.419 | Acc: 17.019% (7799/45824) 358/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s175ms | Loss: 3.418 | Acc: 17.044% (7832/45952) 359/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s215ms | Loss: 3.418 | Acc: 17.055% (7859/46080) 360/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s254ms | Loss: 3.417 | Acc: 17.051% (7879/46208) 361/391 
 [============================================================>....]  Step: 39ms | Tot: 14s294ms | Loss: 3.416 | Acc: 17.062% (7906/46336) 362/391 
 [============================================================>....]  Step: 39ms | Tot: 14s334ms | Loss: 3.416 | Acc: 17.076% (7934/46464) 363/391 
 [============================================================>....]  Step: 39ms | Tot: 14s373ms | Loss: 3.416 | Acc: 17.084% (7960/46592) 364/391 
 [============================================================>....]  Step: 39ms | Tot: 14s413ms | Loss: 3.415 | Acc: 17.098% (7988/46720) 365/391 
 [============================================================>....]  Step: 39ms | Tot: 14s453ms | Loss: 3.415 | Acc: 17.111% (8016/46848) 366/391 
 [============================================================>....]  Step: 39ms | Tot: 14s493ms | Loss: 3.414 | Acc: 17.134% (8049/46976) 367/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s532ms | Loss: 3.413 | Acc: 17.154% (8080/47104) 368/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s572ms | Loss: 3.413 | Acc: 17.166% (8108/47232) 369/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s612ms | Loss: 3.412 | Acc: 17.179% (8136/47360) 370/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s651ms | Loss: 3.412 | Acc: 17.192% (8164/47488) 371/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s691ms | Loss: 3.412 | Acc: 17.198% (8189/47616) 372/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s731ms | Loss: 3.411 | Acc: 17.211% (8217/47744) 373/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s770ms | Loss: 3.411 | Acc: 17.215% (8241/47872) 374/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s810ms | Loss: 3.410 | Acc: 17.212% (8262/48000) 375/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s850ms | Loss: 3.410 | Acc: 17.229% (8292/48128) 376/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s890ms | Loss: 3.409 | Acc: 17.248% (8323/48256) 377/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s929ms | Loss: 3.407 | Acc: 17.287% (8364/48384) 378/391 
 [==============================================================>..]  Step: 39ms | Tot: 14s969ms | Loss: 3.407 | Acc: 17.295% (8390/48512) 379/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s9ms | Loss: 3.406 | Acc: 17.309% (8419/48640) 380/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s49ms | Loss: 3.405 | Acc: 17.317% (8445/48768) 381/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s89ms | Loss: 3.405 | Acc: 17.327% (8472/48896) 382/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s128ms | Loss: 3.404 | Acc: 17.345% (8503/49024) 383/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s168ms | Loss: 3.403 | Acc: 17.379% (8542/49152) 384/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s208ms | Loss: 3.402 | Acc: 17.401% (8575/49280) 385/391 
 [================================================================>]  Step: 39ms | Tot: 15s248ms | Loss: 3.401 | Acc: 17.416% (8605/49408) 386/391 
 [================================================================>]  Step: 42ms | Tot: 15s290ms | Loss: 3.401 | Acc: 17.424% (8631/49536) 387/391 
 [================================================================>]  Step: 39ms | Tot: 15s329ms | Loss: 3.400 | Acc: 17.429% (8656/49664) 388/391 
 [================================================================>]  Step: 39ms | Tot: 15s369ms | Loss: 3.400 | Acc: 17.433% (8680/49792) 389/391 
 [================================================================>]  Step: 39ms | Tot: 15s408ms | Loss: 3.399 | Acc: 17.442% (8707/49920) 390/391 
 [================================================================>]  Step: 28ms | Tot: 15s437ms | Loss: 3.399 | Acc: 17.450% (8725/50000) 391/391 
 [>................................................................]  Step: 154ms | Tot: 0ms | Loss: 3.172 | Acc: 20.000% (20/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 3.121 | Acc: 24.000% (48/200)    2/100 
 [=>...............................................................]  Step: 11ms | Tot: 23ms | Loss: 3.273 | Acc: 21.667% (65/300)    3/100 
 [=>...............................................................]  Step: 17ms | Tot: 41ms | Loss: 3.238 | Acc: 21.500% (86/400)    4/100 
 [==>..............................................................]  Step: 9ms | Tot: 51ms | Loss: 3.323 | Acc: 20.000% (100/500)    5/100 
 [===>.............................................................]  Step: 12ms | Tot: 63ms | Loss: 3.309 | Acc: 20.333% (122/600)   6/100 
 [===>.............................................................]  Step: 9ms | Tot: 73ms | Loss: 3.330 | Acc: 20.000% (140/700)    7/100 
 [====>............................................................]  Step: 12ms | Tot: 86ms | Loss: 3.323 | Acc: 20.000% (160/800)   8/100 
 [=====>...........................................................]  Step: 9ms | Tot: 95ms | Loss: 3.315 | Acc: 20.222% (182/900)    9/100 
 [=====>...........................................................]  Step: 12ms | Tot: 108ms | Loss: 3.307 | Acc: 20.300% (203/1000) 10/100 
 [======>..........................................................]  Step: 9ms | Tot: 118ms | Loss: 3.311 | Acc: 20.182% (222/1100)  11/100 
 [=======>.........................................................]  Step: 10ms | Tot: 129ms | Loss: 3.318 | Acc: 19.667% (236/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 140ms | Loss: 3.317 | Acc: 19.846% (258/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 151ms | Loss: 3.328 | Acc: 20.286% (284/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 161ms | Loss: 3.323 | Acc: 20.267% (304/1500) 15/100 
 [=========>.......................................................]  Step: 10ms | Tot: 172ms | Loss: 3.353 | Acc: 19.875% (318/1600) 16/100 
 [==========>......................................................]  Step: 10ms | Tot: 183ms | Loss: 3.349 | Acc: 19.647% (334/1700) 17/100 
 [===========>.....................................................]  Step: 10ms | Tot: 194ms | Loss: 3.345 | Acc: 19.556% (352/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 204ms | Loss: 3.333 | Acc: 19.842% (377/1900) 19/100 
 [============>....................................................]  Step: 10ms | Tot: 215ms | Loss: 3.339 | Acc: 19.700% (394/2000) 20/100 
 [=============>...................................................]  Step: 10ms | Tot: 226ms | Loss: 3.336 | Acc: 19.429% (408/2100) 21/100 
 [=============>...................................................]  Step: 10ms | Tot: 237ms | Loss: 3.337 | Acc: 19.455% (428/2200) 22/100 
 [==============>..................................................]  Step: 10ms | Tot: 248ms | Loss: 3.338 | Acc: 19.435% (447/2300) 23/100 
 [==============>..................................................]  Step: 10ms | Tot: 258ms | Loss: 3.336 | Acc: 19.417% (466/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 269ms | Loss: 3.331 | Acc: 19.520% (488/2500) 25/100 
 [================>................................................]  Step: 10ms | Tot: 280ms | Loss: 3.322 | Acc: 19.769% (514/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 291ms | Loss: 3.320 | Acc: 19.852% (536/2700) 27/100 
 [=================>...............................................]  Step: 10ms | Tot: 301ms | Loss: 3.311 | Acc: 19.964% (559/2800) 28/100 
 [==================>..............................................]  Step: 10ms | Tot: 312ms | Loss: 3.308 | Acc: 20.034% (581/2900) 29/100 
 [==================>..............................................]  Step: 10ms | Tot: 323ms | Loss: 3.305 | Acc: 19.967% (599/3000) 30/100 
 [===================>.............................................]  Step: 10ms | Tot: 334ms | Loss: 3.304 | Acc: 19.871% (616/3100) 31/100 
 [====================>............................................]  Step: 10ms | Tot: 345ms | Loss: 3.294 | Acc: 20.156% (645/3200) 32/100 
 [====================>............................................]  Step: 10ms | Tot: 355ms | Loss: 3.298 | Acc: 20.152% (665/3300) 33/100 
 [=====================>...........................................]  Step: 10ms | Tot: 366ms | Loss: 3.299 | Acc: 20.059% (682/3400) 34/100 
 [======================>..........................................]  Step: 10ms | Tot: 377ms | Loss: 3.297 | Acc: 20.114% (704/3500) 35/100 
 [======================>..........................................]  Step: 10ms | Tot: 387ms | Loss: 3.295 | Acc: 20.167% (726/3600) 36/100 
 [=======================>.........................................]  Step: 10ms | Tot: 398ms | Loss: 3.304 | Acc: 19.865% (735/3700) 37/100 
 [========================>........................................]  Step: 10ms | Tot: 409ms | Loss: 3.307 | Acc: 19.868% (755/3800) 38/100 
 [========================>........................................]  Step: 10ms | Tot: 420ms | Loss: 3.303 | Acc: 19.846% (774/3900) 39/100 
 [=========================>.......................................]  Step: 10ms | Tot: 431ms | Loss: 3.298 | Acc: 20.025% (801/4000) 40/100 
 [==========================>......................................]  Step: 10ms | Tot: 441ms | Loss: 3.298 | Acc: 20.000% (820/4100) 41/100 
 [==========================>......................................]  Step: 10ms | Tot: 452ms | Loss: 3.296 | Acc: 20.048% (842/4200) 42/100 
 [===========================>.....................................]  Step: 10ms | Tot: 463ms | Loss: 3.295 | Acc: 20.279% (872/4300) 43/100 
 [===========================>.....................................]  Step: 10ms | Tot: 474ms | Loss: 3.296 | Acc: 20.273% (892/4400) 44/100 
 [============================>....................................]  Step: 10ms | Tot: 484ms | Loss: 3.287 | Acc: 20.422% (919/4500) 45/100 
 [=============================>...................................]  Step: 10ms | Tot: 495ms | Loss: 3.282 | Acc: 20.413% (939/4600) 46/100 
 [=============================>...................................]  Step: 10ms | Tot: 506ms | Loss: 3.285 | Acc: 20.447% (961/4700) 47/100 
 [==============================>..................................]  Step: 10ms | Tot: 517ms | Loss: 3.283 | Acc: 20.438% (981/4800) 48/100 
 [===============================>.................................]  Step: 10ms | Tot: 528ms | Loss: 3.289 | Acc: 20.367% (998/4900) 49/100 
 [===============================>.................................]  Step: 10ms | Tot: 538ms | Loss: 3.289 | Acc: 20.400% (1020/5000) 50/100 
 [================================>................................]  Step: 10ms | Tot: 549ms | Loss: 3.290 | Acc: 20.471% (1044/5100) 51/100 
 [=================================>...............................]  Step: 10ms | Tot: 560ms | Loss: 3.292 | Acc: 20.423% (1062/5200) 52/100 
 [=================================>...............................]  Step: 10ms | Tot: 570ms | Loss: 3.291 | Acc: 20.453% (1084/5300) 53/100 
 [==================================>..............................]  Step: 10ms | Tot: 581ms | Loss: 3.292 | Acc: 20.463% (1105/5400) 54/100 
 [===================================>.............................]  Step: 10ms | Tot: 592ms | Loss: 3.296 | Acc: 20.382% (1121/5500) 55/100 
 [===================================>.............................]  Step: 10ms | Tot: 603ms | Loss: 3.292 | Acc: 20.429% (1144/5600) 56/100 
 [====================================>............................]  Step: 10ms | Tot: 614ms | Loss: 3.290 | Acc: 20.439% (1165/5700) 57/100 
 [=====================================>...........................]  Step: 10ms | Tot: 624ms | Loss: 3.295 | Acc: 20.379% (1182/5800) 58/100 
 [=====================================>...........................]  Step: 10ms | Tot: 635ms | Loss: 3.296 | Acc: 20.322% (1199/5900) 59/100 
 [======================================>..........................]  Step: 10ms | Tot: 646ms | Loss: 3.300 | Acc: 20.200% (1212/6000) 60/100 
 [=======================================>.........................]  Step: 10ms | Tot: 657ms | Loss: 3.295 | Acc: 20.311% (1239/6100) 61/100 
 [=======================================>.........................]  Step: 10ms | Tot: 668ms | Loss: 3.302 | Acc: 20.210% (1253/6200) 62/100 
 [========================================>........................]  Step: 10ms | Tot: 678ms | Loss: 3.301 | Acc: 20.238% (1275/6300) 63/100 
 [========================================>........................]  Step: 10ms | Tot: 689ms | Loss: 3.299 | Acc: 20.297% (1299/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 700ms | Loss: 3.298 | Acc: 20.308% (1320/6500) 65/100 
 [==========================================>......................]  Step: 10ms | Tot: 711ms | Loss: 3.303 | Acc: 20.212% (1334/6600) 66/100 
 [==========================================>......................]  Step: 10ms | Tot: 721ms | Loss: 3.300 | Acc: 20.299% (1360/6700) 67/100 
 [===========================================>.....................]  Step: 10ms | Tot: 732ms | Loss: 3.301 | Acc: 20.279% (1379/6800) 68/100 
 [============================================>....................]  Step: 10ms | Tot: 743ms | Loss: 3.300 | Acc: 20.304% (1401/6900) 69/100 
 [============================================>....................]  Step: 10ms | Tot: 754ms | Loss: 3.302 | Acc: 20.371% (1426/7000) 70/100 
 [=============================================>...................]  Step: 10ms | Tot: 765ms | Loss: 3.302 | Acc: 20.380% (1447/7100) 71/100 
 [==============================================>..................]  Step: 10ms | Tot: 775ms | Loss: 3.299 | Acc: 20.375% (1467/7200) 72/100 
 [==============================================>..................]  Step: 10ms | Tot: 786ms | Loss: 3.298 | Acc: 20.425% (1491/7300) 73/100 
 [===============================================>.................]  Step: 10ms | Tot: 797ms | Loss: 3.302 | Acc: 20.378% (1508/7400) 74/100 
 [================================================>................]  Step: 10ms | Tot: 808ms | Loss: 3.306 | Acc: 20.320% (1524/7500) 75/100 
 [================================================>................]  Step: 10ms | Tot: 818ms | Loss: 3.311 | Acc: 20.197% (1535/7600) 76/100 
 [=================================================>...............]  Step: 10ms | Tot: 829ms | Loss: 3.307 | Acc: 20.273% (1561/7700) 77/100 
 [==================================================>..............]  Step: 10ms | Tot: 840ms | Loss: 3.309 | Acc: 20.282% (1582/7800) 78/100 
 [==================================================>..............]  Step: 10ms | Tot: 851ms | Loss: 3.308 | Acc: 20.291% (1603/7900) 79/100 
 [===================================================>.............]  Step: 10ms | Tot: 861ms | Loss: 3.311 | Acc: 20.225% (1618/8000) 80/100 
 [====================================================>............]  Step: 10ms | Tot: 872ms | Loss: 3.314 | Acc: 20.173% (1634/8100) 81/100 
 [====================================================>............]  Step: 10ms | Tot: 883ms | Loss: 3.318 | Acc: 20.134% (1651/8200) 82/100 
 [=====================================================>...........]  Step: 10ms | Tot: 894ms | Loss: 3.317 | Acc: 20.120% (1670/8300) 83/100 
 [=====================================================>...........]  Step: 10ms | Tot: 905ms | Loss: 3.317 | Acc: 20.131% (1691/8400) 84/100 
 [======================================================>..........]  Step: 10ms | Tot: 915ms | Loss: 3.316 | Acc: 20.141% (1712/8500) 85/100 
 [=======================================================>.........]  Step: 10ms | Tot: 926ms | Loss: 3.311 | Acc: 20.267% (1743/8600) 86/100 
 [=======================================================>.........]  Step: 10ms | Tot: 937ms | Loss: 3.312 | Acc: 20.287% (1765/8700) 87/100 
 [========================================================>........]  Step: 10ms | Tot: 948ms | Loss: 3.309 | Acc: 20.318% (1788/8800) 88/100 
 [=========================================================>.......]  Step: 10ms | Tot: 959ms | Loss: 3.307 | Acc: 20.337% (1810/8900) 89/100 
 [=========================================================>.......]  Step: 10ms | Tot: 969ms | Loss: 3.307 | Acc: 20.311% (1828/9000) 90/100 
 [==========================================================>......]  Step: 10ms | Tot: 980ms | Loss: 3.307 | Acc: 20.341% (1851/9100) 91/100 
 [===========================================================>.....]  Step: 10ms | Tot: 991ms | Loss: 3.307 | Acc: 20.304% (1868/9200) 92/100 
 [===========================================================>.....]  Step: 10ms | Tot: 1s2ms | Loss: 3.305 | Acc: 20.355% (1893/9300) 93/100 
 [============================================================>....]  Step: 10ms | Tot: 1s13ms | Loss: 3.305 | Acc: 20.415% (1919/9400) 94/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s23ms | Loss: 3.307 | Acc: 20.347% (1933/9500) 95/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s34ms | Loss: 3.307 | Acc: 20.354% (1954/9600) 96/100 
 [==============================================================>..]  Step: 10ms | Tot: 1s45ms | Loss: 3.305 | Acc: 20.351% (1974/9700) 97/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s55ms | Loss: 3.306 | Acc: 20.255% (1985/9800) 98/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s66ms | Loss: 3.306 | Acc: 20.242% (2004/9900) 99/100 
 [================================================================>]  Step: 10ms | Tot: 1s77ms | Loss: 3.304 | Acc: 20.290% (2029/10000) 100/100 
Saving..

Epoch: 2
 [>................................................................]  Step: 347ms | Tot: 0ms | Loss: 2.915 | Acc: 27.344% (35/128)    1/391 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 3.134 | Acc: 22.656% (58/256)    2/391 
 [>................................................................]  Step: 40ms | Tot: 81ms | Loss: 3.181 | Acc: 20.833% (80/384)    3/391 
 [>................................................................]  Step: 38ms | Tot: 120ms | Loss: 3.184 | Acc: 20.508% (105/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 160ms | Loss: 3.176 | Acc: 19.844% (127/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 200ms | Loss: 3.162 | Acc: 20.443% (157/768)  6/391 
 [>................................................................]  Step: 39ms | Tot: 240ms | Loss: 3.160 | Acc: 19.643% (176/896)  7/391 
 [=>...............................................................]  Step: 39ms | Tot: 280ms | Loss: 3.157 | Acc: 20.020% (205/1024) 8/391 
 [=>...............................................................]  Step: 39ms | Tot: 320ms | Loss: 3.152 | Acc: 20.399% (235/1152) 9/391 
 [=>...............................................................]  Step: 39ms | Tot: 360ms | Loss: 3.143 | Acc: 20.234% (259/1280) 10/391 
 [=>...............................................................]  Step: 40ms | Tot: 400ms | Loss: 3.131 | Acc: 20.668% (291/1408) 11/391 
 [=>...............................................................]  Step: 39ms | Tot: 440ms | Loss: 3.129 | Acc: 20.833% (320/1536) 12/391 
 [=>...............................................................]  Step: 39ms | Tot: 480ms | Loss: 3.136 | Acc: 20.673% (344/1664) 13/391 
 [==>..............................................................]  Step: 39ms | Tot: 520ms | Loss: 3.134 | Acc: 20.982% (376/1792) 14/391 
 [==>..............................................................]  Step: 39ms | Tot: 560ms | Loss: 3.137 | Acc: 20.885% (401/1920) 15/391 
 [==>..............................................................]  Step: 39ms | Tot: 600ms | Loss: 3.135 | Acc: 20.752% (425/2048) 16/391 
 [==>..............................................................]  Step: 39ms | Tot: 640ms | Loss: 3.128 | Acc: 20.818% (453/2176) 17/391 
 [==>..............................................................]  Step: 39ms | Tot: 680ms | Loss: 3.131 | Acc: 20.877% (481/2304) 18/391 
 [==>..............................................................]  Step: 39ms | Tot: 719ms | Loss: 3.130 | Acc: 20.888% (508/2432) 19/391 
 [===>.............................................................]  Step: 39ms | Tot: 759ms | Loss: 3.130 | Acc: 21.016% (538/2560) 20/391 
 [===>.............................................................]  Step: 39ms | Tot: 799ms | Loss: 3.131 | Acc: 20.833% (560/2688) 21/391 
 [===>.............................................................]  Step: 39ms | Tot: 839ms | Loss: 3.134 | Acc: 20.987% (591/2816) 22/391 
 [===>.............................................................]  Step: 39ms | Tot: 878ms | Loss: 3.136 | Acc: 20.924% (616/2944) 23/391 
 [===>.............................................................]  Step: 39ms | Tot: 918ms | Loss: 3.134 | Acc: 21.029% (646/3072) 24/391 
 [===>.............................................................]  Step: 40ms | Tot: 958ms | Loss: 3.130 | Acc: 21.344% (683/3200) 25/391 
 [====>............................................................]  Step: 39ms | Tot: 998ms | Loss: 3.121 | Acc: 21.364% (711/3328) 26/391 
 [====>............................................................]  Step: 40ms | Tot: 1s38ms | Loss: 3.129 | Acc: 21.152% (731/3456) 27/391 
 [====>............................................................]  Step: 40ms | Tot: 1s78ms | Loss: 3.126 | Acc: 21.066% (755/3584) 28/391 
 [====>............................................................]  Step: 39ms | Tot: 1s118ms | Loss: 3.130 | Acc: 20.851% (774/3712) 29/391 
 [====>............................................................]  Step: 39ms | Tot: 1s158ms | Loss: 3.123 | Acc: 20.990% (806/3840) 30/391 
 [====>............................................................]  Step: 39ms | Tot: 1s198ms | Loss: 3.118 | Acc: 21.169% (840/3968) 31/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s238ms | Loss: 3.119 | Acc: 21.094% (864/4096) 32/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s278ms | Loss: 3.121 | Acc: 21.070% (890/4224) 33/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s318ms | Loss: 3.120 | Acc: 21.140% (920/4352) 34/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s358ms | Loss: 3.122 | Acc: 21.295% (954/4480) 35/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s398ms | Loss: 3.123 | Acc: 21.159% (975/4608) 36/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s437ms | Loss: 3.126 | Acc: 21.199% (1004/4736) 37/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s478ms | Loss: 3.132 | Acc: 21.114% (1027/4864) 38/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s518ms | Loss: 3.126 | Acc: 21.334% (1065/4992) 39/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s557ms | Loss: 3.126 | Acc: 21.348% (1093/5120) 40/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s597ms | Loss: 3.123 | Acc: 21.456% (1126/5248) 41/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s637ms | Loss: 3.124 | Acc: 21.410% (1151/5376) 42/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s677ms | Loss: 3.120 | Acc: 21.421% (1179/5504) 43/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s717ms | Loss: 3.117 | Acc: 21.431% (1207/5632) 44/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s757ms | Loss: 3.113 | Acc: 21.528% (1240/5760) 45/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s797ms | Loss: 3.116 | Acc: 21.433% (1262/5888) 46/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s836ms | Loss: 3.119 | Acc: 21.426% (1289/6016) 47/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s876ms | Loss: 3.119 | Acc: 21.387% (1314/6144) 48/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s916ms | Loss: 3.117 | Acc: 21.397% (1342/6272) 49/391 
 [========>........................................................]  Step: 39ms | Tot: 1s956ms | Loss: 3.117 | Acc: 21.500% (1376/6400) 50/391 
 [========>........................................................]  Step: 39ms | Tot: 1s996ms | Loss: 3.113 | Acc: 21.553% (1407/6528) 51/391 
 [========>........................................................]  Step: 39ms | Tot: 2s35ms | Loss: 3.112 | Acc: 21.635% (1440/6656) 52/391 
 [========>........................................................]  Step: 39ms | Tot: 2s75ms | Loss: 3.113 | Acc: 21.639% (1468/6784) 53/391 
 [========>........................................................]  Step: 40ms | Tot: 2s115ms | Loss: 3.111 | Acc: 21.730% (1502/6912) 54/391 
 [========>........................................................]  Step: 40ms | Tot: 2s156ms | Loss: 3.113 | Acc: 21.761% (1532/7040) 55/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s196ms | Loss: 3.113 | Acc: 21.694% (1555/7168) 56/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s236ms | Loss: 3.105 | Acc: 21.820% (1592/7296) 57/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s276ms | Loss: 3.108 | Acc: 21.781% (1617/7424) 58/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s316ms | Loss: 3.106 | Acc: 21.690% (1638/7552) 59/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s356ms | Loss: 3.103 | Acc: 21.732% (1669/7680) 60/391 
 [=========>.......................................................]  Step: 39ms | Tot: 2s396ms | Loss: 3.104 | Acc: 21.785% (1701/7808) 61/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s436ms | Loss: 3.107 | Acc: 21.787% (1729/7936) 62/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s476ms | Loss: 3.104 | Acc: 21.825% (1760/8064) 63/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s516ms | Loss: 3.105 | Acc: 21.765% (1783/8192) 64/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s556ms | Loss: 3.110 | Acc: 21.707% (1806/8320) 65/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s596ms | Loss: 3.109 | Acc: 21.721% (1835/8448) 66/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s636ms | Loss: 3.109 | Acc: 21.677% (1859/8576) 67/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s676ms | Loss: 3.113 | Acc: 21.519% (1873/8704) 68/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s716ms | Loss: 3.114 | Acc: 21.524% (1901/8832) 69/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s756ms | Loss: 3.110 | Acc: 21.674% (1942/8960) 70/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s796ms | Loss: 3.110 | Acc: 21.699% (1972/9088) 71/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s836ms | Loss: 3.111 | Acc: 21.745% (2004/9216) 72/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s876ms | Loss: 3.108 | Acc: 21.789% (2036/9344) 73/391 
 [============>....................................................]  Step: 39ms | Tot: 2s916ms | Loss: 3.109 | Acc: 21.780% (2063/9472) 74/391 
 [============>....................................................]  Step: 39ms | Tot: 2s956ms | Loss: 3.105 | Acc: 21.885% (2101/9600) 75/391 
 [============>....................................................]  Step: 39ms | Tot: 2s996ms | Loss: 3.106 | Acc: 21.885% (2129/9728) 76/391 
 [============>....................................................]  Step: 39ms | Tot: 3s35ms | Loss: 3.106 | Acc: 21.814% (2150/9856) 77/391 
 [============>....................................................]  Step: 39ms | Tot: 3s75ms | Loss: 3.101 | Acc: 21.875% (2184/9984) 78/391 
 [============>....................................................]  Step: 39ms | Tot: 3s115ms | Loss: 3.101 | Acc: 21.885% (2213/10112) 79/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s155ms | Loss: 3.100 | Acc: 21.924% (2245/10240) 80/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s195ms | Loss: 3.100 | Acc: 21.933% (2274/10368) 81/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s234ms | Loss: 3.100 | Acc: 21.923% (2301/10496) 82/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s274ms | Loss: 3.098 | Acc: 21.960% (2333/10624) 83/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s314ms | Loss: 3.100 | Acc: 21.959% (2361/10752) 84/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s354ms | Loss: 3.098 | Acc: 22.004% (2394/10880) 85/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s394ms | Loss: 3.098 | Acc: 22.011% (2423/11008) 86/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s434ms | Loss: 3.097 | Acc: 22.010% (2451/11136) 87/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s474ms | Loss: 3.097 | Acc: 21.999% (2478/11264) 88/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s514ms | Loss: 3.095 | Acc: 22.086% (2516/11392) 89/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s554ms | Loss: 3.096 | Acc: 22.057% (2541/11520) 90/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s594ms | Loss: 3.095 | Acc: 22.081% (2572/11648) 91/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s634ms | Loss: 3.094 | Acc: 22.138% (2607/11776) 92/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s674ms | Loss: 3.091 | Acc: 22.186% (2641/11904) 93/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s714ms | Loss: 3.091 | Acc: 22.207% (2672/12032) 94/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s754ms | Loss: 3.089 | Acc: 22.212% (2701/12160) 95/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s794ms | Loss: 3.088 | Acc: 22.249% (2734/12288) 96/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s834ms | Loss: 3.086 | Acc: 22.237% (2761/12416) 97/391 
 [================>................................................]  Step: 40ms | Tot: 3s875ms | Loss: 3.083 | Acc: 22.305% (2798/12544) 98/391 
 [================>................................................]  Step: 40ms | Tot: 3s915ms | Loss: 3.082 | Acc: 22.380% (2836/12672) 99/391 
 [================>................................................]  Step: 40ms | Tot: 3s955ms | Loss: 3.083 | Acc: 22.383% (2865/12800) 100/391 
 [================>................................................]  Step: 40ms | Tot: 3s995ms | Loss: 3.082 | Acc: 22.440% (2901/12928) 101/391 
 [================>................................................]  Step: 39ms | Tot: 4s35ms | Loss: 3.082 | Acc: 22.396% (2924/13056) 102/391 
 [================>................................................]  Step: 39ms | Tot: 4s74ms | Loss: 3.082 | Acc: 22.376% (2950/13184) 103/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s114ms | Loss: 3.078 | Acc: 22.408% (2983/13312) 104/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s154ms | Loss: 3.078 | Acc: 22.448% (3017/13440) 105/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s195ms | Loss: 3.079 | Acc: 22.479% (3050/13568) 106/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s234ms | Loss: 3.080 | Acc: 22.488% (3080/13696) 107/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s274ms | Loss: 3.079 | Acc: 22.504% (3111/13824) 108/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s314ms | Loss: 3.079 | Acc: 22.513% (3141/13952) 109/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s354ms | Loss: 3.078 | Acc: 22.521% (3171/14080) 110/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s394ms | Loss: 3.078 | Acc: 22.523% (3200/14208) 111/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s434ms | Loss: 3.077 | Acc: 22.566% (3235/14336) 112/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s474ms | Loss: 3.077 | Acc: 22.580% (3266/14464) 113/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s514ms | Loss: 3.077 | Acc: 22.567% (3293/14592) 114/391 
 [==================>..............................................]  Step: 39ms | Tot: 4s553ms | Loss: 3.078 | Acc: 22.588% (3325/14720) 115/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s593ms | Loss: 3.077 | Acc: 22.569% (3351/14848) 116/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s633ms | Loss: 3.075 | Acc: 22.630% (3389/14976) 117/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s673ms | Loss: 3.075 | Acc: 22.656% (3422/15104) 118/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s714ms | Loss: 3.075 | Acc: 22.637% (3448/15232) 119/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s754ms | Loss: 3.074 | Acc: 22.715% (3489/15360) 120/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s794ms | Loss: 3.075 | Acc: 22.721% (3519/15488) 121/391 
 [====================>............................................]  Step: 40ms | Tot: 4s834ms | Loss: 3.075 | Acc: 22.772% (3556/15616) 122/391 
 [====================>............................................]  Step: 39ms | Tot: 4s874ms | Loss: 3.074 | Acc: 22.777% (3586/15744) 123/391 
 [====================>............................................]  Step: 40ms | Tot: 4s914ms | Loss: 3.073 | Acc: 22.789% (3617/15872) 124/391 
 [====================>............................................]  Step: 39ms | Tot: 4s954ms | Loss: 3.073 | Acc: 22.781% (3645/16000) 125/391 
 [====================>............................................]  Step: 40ms | Tot: 4s994ms | Loss: 3.073 | Acc: 22.793% (3676/16128) 126/391 
 [====================>............................................]  Step: 40ms | Tot: 5s34ms | Loss: 3.071 | Acc: 22.810% (3708/16256) 127/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s75ms | Loss: 3.070 | Acc: 22.833% (3741/16384) 128/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s115ms | Loss: 3.070 | Acc: 22.856% (3774/16512) 129/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s155ms | Loss: 3.069 | Acc: 22.891% (3809/16640) 130/391 
 [=====================>...........................................]  Step: 39ms | Tot: 5s195ms | Loss: 3.069 | Acc: 22.913% (3842/16768) 131/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s235ms | Loss: 3.069 | Acc: 22.911% (3871/16896) 132/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s275ms | Loss: 3.068 | Acc: 22.915% (3901/17024) 133/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s315ms | Loss: 3.067 | Acc: 22.919% (3931/17152) 134/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s355ms | Loss: 3.069 | Acc: 22.841% (3947/17280) 135/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s395ms | Loss: 3.070 | Acc: 22.800% (3969/17408) 136/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s435ms | Loss: 3.069 | Acc: 22.805% (3999/17536) 137/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s474ms | Loss: 3.068 | Acc: 22.837% (4034/17664) 138/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s515ms | Loss: 3.067 | Acc: 22.836% (4063/17792) 139/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s554ms | Loss: 3.067 | Acc: 22.868% (4098/17920) 140/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s594ms | Loss: 3.065 | Acc: 22.922% (4137/18048) 141/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s634ms | Loss: 3.063 | Acc: 22.986% (4178/18176) 142/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s673ms | Loss: 3.062 | Acc: 23.006% (4211/18304) 143/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s713ms | Loss: 3.062 | Acc: 23.063% (4251/18432) 144/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s753ms | Loss: 3.061 | Acc: 23.114% (4290/18560) 145/391 
 [========================>........................................]  Step: 39ms | Tot: 5s792ms | Loss: 3.061 | Acc: 23.106% (4318/18688) 146/391 
 [========================>........................................]  Step: 39ms | Tot: 5s832ms | Loss: 3.062 | Acc: 23.103% (4347/18816) 147/391 
 [========================>........................................]  Step: 39ms | Tot: 5s872ms | Loss: 3.062 | Acc: 23.131% (4382/18944) 148/391 
 [========================>........................................]  Step: 40ms | Tot: 5s912ms | Loss: 3.062 | Acc: 23.133% (4412/19072) 149/391 
 [========================>........................................]  Step: 39ms | Tot: 5s952ms | Loss: 3.060 | Acc: 23.161% (4447/19200) 150/391 
 [========================>........................................]  Step: 40ms | Tot: 5s992ms | Loss: 3.060 | Acc: 23.168% (4478/19328) 151/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s32ms | Loss: 3.061 | Acc: 23.139% (4502/19456) 152/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s72ms | Loss: 3.060 | Acc: 23.141% (4532/19584) 153/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s112ms | Loss: 3.059 | Acc: 23.169% (4567/19712) 154/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s152ms | Loss: 3.060 | Acc: 23.191% (4601/19840) 155/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s192ms | Loss: 3.059 | Acc: 23.162% (4625/19968) 156/391 
 [=========================>.......................................]  Step: 39ms | Tot: 6s232ms | Loss: 3.060 | Acc: 23.159% (4654/20096) 157/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s272ms | Loss: 3.059 | Acc: 23.175% (4687/20224) 158/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s312ms | Loss: 3.059 | Acc: 23.197% (4721/20352) 159/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s352ms | Loss: 3.060 | Acc: 23.198% (4751/20480) 160/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s392ms | Loss: 3.060 | Acc: 23.195% (4780/20608) 161/391 
 [==========================>......................................]  Step: 39ms | Tot: 6s432ms | Loss: 3.058 | Acc: 23.220% (4815/20736) 162/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s472ms | Loss: 3.059 | Acc: 23.212% (4843/20864) 163/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s511ms | Loss: 3.060 | Acc: 23.204% (4871/20992) 164/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s551ms | Loss: 3.058 | Acc: 23.201% (4900/21120) 165/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s591ms | Loss: 3.059 | Acc: 23.193% (4928/21248) 166/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s631ms | Loss: 3.059 | Acc: 23.213% (4962/21376) 167/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s671ms | Loss: 3.059 | Acc: 23.224% (4994/21504) 168/391 
 [===========================>.....................................]  Step: 39ms | Tot: 6s711ms | Loss: 3.059 | Acc: 23.220% (5023/21632) 169/391 
 [============================>....................................]  Step: 39ms | Tot: 6s750ms | Loss: 3.059 | Acc: 23.226% (5054/21760) 170/391 
 [============================>....................................]  Step: 39ms | Tot: 6s790ms | Loss: 3.058 | Acc: 23.264% (5092/21888) 171/391 
 [============================>....................................]  Step: 39ms | Tot: 6s830ms | Loss: 3.058 | Acc: 23.288% (5127/22016) 172/391 
 [============================>....................................]  Step: 39ms | Tot: 6s869ms | Loss: 3.058 | Acc: 23.288% (5157/22144) 173/391 
 [============================>....................................]  Step: 39ms | Tot: 6s909ms | Loss: 3.059 | Acc: 23.267% (5182/22272) 174/391 
 [============================>....................................]  Step: 39ms | Tot: 6s949ms | Loss: 3.058 | Acc: 23.286% (5216/22400) 175/391 
 [=============================>...................................]  Step: 39ms | Tot: 6s989ms | Loss: 3.059 | Acc: 23.287% (5246/22528) 176/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s29ms | Loss: 3.058 | Acc: 23.340% (5288/22656) 177/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s68ms | Loss: 3.058 | Acc: 23.341% (5318/22784) 178/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s108ms | Loss: 3.058 | Acc: 23.333% (5346/22912) 179/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s148ms | Loss: 3.059 | Acc: 23.346% (5379/23040) 180/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s188ms | Loss: 3.060 | Acc: 23.321% (5403/23168) 181/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s228ms | Loss: 3.060 | Acc: 23.330% (5435/23296) 182/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s268ms | Loss: 3.059 | Acc: 23.331% (5465/23424) 183/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s308ms | Loss: 3.059 | Acc: 23.327% (5494/23552) 184/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s347ms | Loss: 3.060 | Acc: 23.294% (5516/23680) 185/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s387ms | Loss: 3.060 | Acc: 23.286% (5544/23808) 186/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s427ms | Loss: 3.060 | Acc: 23.304% (5578/23936) 187/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s467ms | Loss: 3.060 | Acc: 23.309% (5609/24064) 188/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s507ms | Loss: 3.061 | Acc: 23.280% (5632/24192) 189/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s547ms | Loss: 3.061 | Acc: 23.277% (5661/24320) 190/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s586ms | Loss: 3.060 | Acc: 23.290% (5694/24448) 191/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s626ms | Loss: 3.059 | Acc: 23.303% (5727/24576) 192/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s666ms | Loss: 3.059 | Acc: 23.288% (5753/24704) 193/391 
 [================================>................................]  Step: 39ms | Tot: 7s706ms | Loss: 3.059 | Acc: 23.305% (5787/24832) 194/391 
 [================================>................................]  Step: 39ms | Tot: 7s746ms | Loss: 3.059 | Acc: 23.317% (5820/24960) 195/391 
 [================================>................................]  Step: 39ms | Tot: 7s786ms | Loss: 3.058 | Acc: 23.322% (5851/25088) 196/391 
 [================================>................................]  Step: 39ms | Tot: 7s825ms | Loss: 3.059 | Acc: 23.338% (5885/25216) 197/391 
 [================================>................................]  Step: 39ms | Tot: 7s865ms | Loss: 3.058 | Acc: 23.370% (5923/25344) 198/391 
 [================================>................................]  Step: 39ms | Tot: 7s905ms | Loss: 3.059 | Acc: 23.371% (5953/25472) 199/391 
 [=================================>...............................]  Step: 39ms | Tot: 7s945ms | Loss: 3.059 | Acc: 23.344% (5976/25600) 200/391 
 [=================================>...............................]  Step: 40ms | Tot: 7s985ms | Loss: 3.058 | Acc: 23.344% (6006/25728) 201/391 
 [=================================>...............................]  Step: 39ms | Tot: 8s25ms | Loss: 3.058 | Acc: 23.341% (6035/25856) 202/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s65ms | Loss: 3.057 | Acc: 23.376% (6074/25984) 203/391 
 [=================================>...............................]  Step: 39ms | Tot: 8s105ms | Loss: 3.055 | Acc: 23.407% (6112/26112) 204/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s145ms | Loss: 3.055 | Acc: 23.426% (6147/26240) 205/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s185ms | Loss: 3.056 | Acc: 23.415% (6174/26368) 206/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s225ms | Loss: 3.055 | Acc: 23.434% (6209/26496) 207/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s265ms | Loss: 3.053 | Acc: 23.456% (6245/26624) 208/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s305ms | Loss: 3.053 | Acc: 23.460% (6276/26752) 209/391 
 [==================================>..............................]  Step: 39ms | Tot: 8s345ms | Loss: 3.052 | Acc: 23.490% (6314/26880) 210/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s385ms | Loss: 3.051 | Acc: 23.500% (6347/27008) 211/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s425ms | Loss: 3.051 | Acc: 23.500% (6377/27136) 212/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s465ms | Loss: 3.052 | Acc: 23.485% (6403/27264) 213/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s505ms | Loss: 3.051 | Acc: 23.492% (6435/27392) 214/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s545ms | Loss: 3.051 | Acc: 23.474% (6460/27520) 215/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s585ms | Loss: 3.052 | Acc: 23.481% (6492/27648) 216/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s625ms | Loss: 3.052 | Acc: 23.484% (6523/27776) 217/391 
 [====================================>............................]  Step: 39ms | Tot: 8s665ms | Loss: 3.052 | Acc: 23.470% (6549/27904) 218/391 
 [====================================>............................]  Step: 39ms | Tot: 8s705ms | Loss: 3.051 | Acc: 23.484% (6583/28032) 219/391 
 [====================================>............................]  Step: 39ms | Tot: 8s744ms | Loss: 3.052 | Acc: 23.512% (6621/28160) 220/391 
 [====================================>............................]  Step: 39ms | Tot: 8s784ms | Loss: 3.051 | Acc: 23.519% (6653/28288) 221/391 
 [====================================>............................]  Step: 39ms | Tot: 8s824ms | Loss: 3.051 | Acc: 23.525% (6685/28416) 222/391 
 [====================================>............................]  Step: 39ms | Tot: 8s864ms | Loss: 3.051 | Acc: 23.539% (6719/28544) 223/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s904ms | Loss: 3.051 | Acc: 23.511% (6741/28672) 224/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s944ms | Loss: 3.051 | Acc: 23.528% (6776/28800) 225/391 
 [=====================================>...........................]  Step: 39ms | Tot: 8s983ms | Loss: 3.051 | Acc: 23.534% (6808/28928) 226/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s23ms | Loss: 3.050 | Acc: 23.534% (6838/29056) 227/391 
 [=====================================>...........................]  Step: 39ms | Tot: 9s63ms | Loss: 3.051 | Acc: 23.520% (6864/29184) 228/391 
 [=====================================>...........................]  Step: 39ms | Tot: 9s103ms | Loss: 3.049 | Acc: 23.550% (6903/29312) 229/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s143ms | Loss: 3.048 | Acc: 23.553% (6934/29440) 230/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s183ms | Loss: 3.048 | Acc: 23.559% (6966/29568) 231/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s223ms | Loss: 3.046 | Acc: 23.592% (7006/29696) 232/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s263ms | Loss: 3.046 | Acc: 23.602% (7039/29824) 233/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s303ms | Loss: 3.046 | Acc: 23.614% (7073/29952) 234/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s343ms | Loss: 3.045 | Acc: 23.640% (7111/30080) 235/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s383ms | Loss: 3.044 | Acc: 23.679% (7153/30208) 236/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s423ms | Loss: 3.044 | Acc: 23.681% (7184/30336) 237/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s463ms | Loss: 3.044 | Acc: 23.690% (7217/30464) 238/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s503ms | Loss: 3.042 | Acc: 23.728% (7259/30592) 239/391 
 [=======================================>.........................]  Step: 39ms | Tot: 9s543ms | Loss: 3.042 | Acc: 23.730% (7290/30720) 240/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s583ms | Loss: 3.041 | Acc: 23.765% (7331/30848) 241/391 
 [========================================>........................]  Step: 39ms | Tot: 9s623ms | Loss: 3.042 | Acc: 23.760% (7360/30976) 242/391 
 [========================================>........................]  Step: 40ms | Tot: 9s663ms | Loss: 3.042 | Acc: 23.746% (7386/31104) 243/391 
 [========================================>........................]  Step: 39ms | Tot: 9s703ms | Loss: 3.042 | Acc: 23.719% (7408/31232) 244/391 
 [========================================>........................]  Step: 39ms | Tot: 9s743ms | Loss: 3.041 | Acc: 23.756% (7450/31360) 245/391 
 [========================================>........................]  Step: 39ms | Tot: 9s783ms | Loss: 3.041 | Acc: 23.768% (7484/31488) 246/391 
 [========================================>........................]  Step: 39ms | Tot: 9s822ms | Loss: 3.039 | Acc: 23.814% (7529/31616) 247/391 
 [=========================================>.......................]  Step: 40ms | Tot: 9s863ms | Loss: 3.038 | Acc: 23.825% (7563/31744) 248/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s903ms | Loss: 3.038 | Acc: 23.842% (7599/31872) 249/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s942ms | Loss: 3.038 | Acc: 23.841% (7629/32000) 250/391 
 [=========================================>.......................]  Step: 39ms | Tot: 9s982ms | Loss: 3.037 | Acc: 23.851% (7663/32128) 251/391 
 [=========================================>.......................]  Step: 39ms | Tot: 10s22ms | Loss: 3.037 | Acc: 23.847% (7692/32256) 252/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s62ms | Loss: 3.035 | Acc: 23.870% (7730/32384) 253/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s102ms | Loss: 3.036 | Acc: 23.868% (7760/32512) 254/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s142ms | Loss: 3.036 | Acc: 23.885% (7796/32640) 255/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s181ms | Loss: 3.036 | Acc: 23.886% (7827/32768) 256/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s222ms | Loss: 3.035 | Acc: 23.884% (7857/32896) 257/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s262ms | Loss: 3.035 | Acc: 23.901% (7893/33024) 258/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s302ms | Loss: 3.034 | Acc: 23.914% (7928/33152) 259/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s342ms | Loss: 3.034 | Acc: 23.945% (7969/33280) 260/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s382ms | Loss: 3.032 | Acc: 23.967% (8007/33408) 261/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s422ms | Loss: 3.031 | Acc: 23.989% (8045/33536) 262/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s462ms | Loss: 3.030 | Acc: 24.014% (8084/33664) 263/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s501ms | Loss: 3.029 | Acc: 24.026% (8119/33792) 264/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s541ms | Loss: 3.030 | Acc: 24.012% (8145/33920) 265/391 
 [============================================>....................]  Step: 39ms | Tot: 10s581ms | Loss: 3.030 | Acc: 24.019% (8178/34048) 266/391 
 [============================================>....................]  Step: 40ms | Tot: 10s621ms | Loss: 3.029 | Acc: 24.026% (8211/34176) 267/391 
 [============================================>....................]  Step: 40ms | Tot: 10s661ms | Loss: 3.029 | Acc: 24.029% (8243/34304) 268/391 
 [============================================>....................]  Step: 40ms | Tot: 10s702ms | Loss: 3.029 | Acc: 24.024% (8272/34432) 269/391 
 [============================================>....................]  Step: 39ms | Tot: 10s742ms | Loss: 3.029 | Acc: 24.034% (8306/34560) 270/391 
 [============================================>....................]  Step: 39ms | Tot: 10s782ms | Loss: 3.028 | Acc: 24.043% (8340/34688) 271/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s822ms | Loss: 3.028 | Acc: 24.029% (8366/34816) 272/391 
 [=============================================>...................]  Step: 40ms | Tot: 10s862ms | Loss: 3.027 | Acc: 24.047% (8403/34944) 273/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s902ms | Loss: 3.026 | Acc: 24.059% (8438/35072) 274/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s941ms | Loss: 3.026 | Acc: 24.057% (8468/35200) 275/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s981ms | Loss: 3.026 | Acc: 24.060% (8500/35328) 276/391 
 [=============================================>...................]  Step: 40ms | Tot: 11s21ms | Loss: 3.026 | Acc: 24.064% (8532/35456) 277/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s61ms | Loss: 3.025 | Acc: 24.078% (8568/35584) 278/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s101ms | Loss: 3.024 | Acc: 24.093% (8604/35712) 279/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s141ms | Loss: 3.023 | Acc: 24.116% (8643/35840) 280/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s181ms | Loss: 3.022 | Acc: 24.119% (8675/35968) 281/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s221ms | Loss: 3.022 | Acc: 24.125% (8708/36096) 282/391 
 [==============================================>..................]  Step: 39ms | Tot: 11s261ms | Loss: 3.022 | Acc: 24.117% (8736/36224) 283/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s300ms | Loss: 3.020 | Acc: 24.136% (8774/36352) 284/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s340ms | Loss: 3.019 | Acc: 24.156% (8812/36480) 285/391 
 [===============================================>.................]  Step: 39ms | Tot: 11s380ms | Loss: 3.018 | Acc: 24.172% (8849/36608) 286/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s420ms | Loss: 3.018 | Acc: 24.159% (8875/36736) 287/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s460ms | Loss: 3.018 | Acc: 24.167% (8909/36864) 288/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s500ms | Loss: 3.016 | Acc: 24.192% (8949/36992) 289/391 
 [================================================>................]  Step: 40ms | Tot: 11s540ms | Loss: 3.016 | Acc: 24.197% (8982/37120) 290/391 
 [================================================>................]  Step: 40ms | Tot: 11s581ms | Loss: 3.015 | Acc: 24.200% (9014/37248) 291/391 
 [================================================>................]  Step: 40ms | Tot: 11s621ms | Loss: 3.014 | Acc: 24.211% (9049/37376) 292/391 
 [================================================>................]  Step: 40ms | Tot: 11s661ms | Loss: 3.014 | Acc: 24.224% (9085/37504) 293/391 
 [================================================>................]  Step: 40ms | Tot: 11s701ms | Loss: 3.014 | Acc: 24.227% (9117/37632) 294/391 
 [================================================>................]  Step: 40ms | Tot: 11s741ms | Loss: 3.014 | Acc: 24.229% (9149/37760) 295/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s782ms | Loss: 3.014 | Acc: 24.245% (9186/37888) 296/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s822ms | Loss: 3.013 | Acc: 24.271% (9227/38016) 297/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s862ms | Loss: 3.013 | Acc: 24.271% (9258/38144) 298/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s902ms | Loss: 3.012 | Acc: 24.266% (9287/38272) 299/391 
 [=================================================>...............]  Step: 39ms | Tot: 11s942ms | Loss: 3.012 | Acc: 24.266% (9318/38400) 300/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s982ms | Loss: 3.012 | Acc: 24.265% (9349/38528) 301/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s22ms | Loss: 3.012 | Acc: 24.268% (9381/38656) 302/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s62ms | Loss: 3.011 | Acc: 24.281% (9417/38784) 303/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s102ms | Loss: 3.011 | Acc: 24.270% (9444/38912) 304/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s142ms | Loss: 3.010 | Acc: 24.280% (9479/39040) 305/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s182ms | Loss: 3.010 | Acc: 24.290% (9514/39168) 306/391 
 [==================================================>..............]  Step: 39ms | Tot: 12s222ms | Loss: 3.009 | Acc: 24.323% (9558/39296) 307/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s262ms | Loss: 3.009 | Acc: 24.323% (9589/39424) 308/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s302ms | Loss: 3.009 | Acc: 24.327% (9622/39552) 309/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s342ms | Loss: 3.008 | Acc: 24.350% (9662/39680) 310/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s382ms | Loss: 3.007 | Acc: 24.369% (9701/39808) 311/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s422ms | Loss: 3.007 | Acc: 24.371% (9733/39936) 312/391 
 [===================================================>.............]  Step: 39ms | Tot: 12s461ms | Loss: 3.007 | Acc: 24.376% (9766/40064) 313/391 
 [====================================================>............]  Step: 39ms | Tot: 12s501ms | Loss: 3.007 | Acc: 24.393% (9804/40192) 314/391 
 [====================================================>............]  Step: 39ms | Tot: 12s541ms | Loss: 3.006 | Acc: 24.400% (9838/40320) 315/391 
 [====================================================>............]  Step: 39ms | Tot: 12s581ms | Loss: 3.006 | Acc: 24.421% (9878/40448) 316/391 
 [====================================================>............]  Step: 40ms | Tot: 12s621ms | Loss: 3.005 | Acc: 24.433% (9914/40576) 317/391 
 [====================================================>............]  Step: 39ms | Tot: 12s661ms | Loss: 3.005 | Acc: 24.442% (9949/40704) 318/391 
 [====================================================>............]  Step: 39ms | Tot: 12s701ms | Loss: 3.004 | Acc: 24.451% (9984/40832) 319/391 
 [=====================================================>...........]  Step: 39ms | Tot: 12s741ms | Loss: 3.003 | Acc: 24.495% (10033/40960) 320/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s781ms | Loss: 3.003 | Acc: 24.504% (10068/41088) 321/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s821ms | Loss: 3.002 | Acc: 24.507% (10101/41216) 322/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s861ms | Loss: 3.002 | Acc: 24.519% (10137/41344) 323/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s901ms | Loss: 3.002 | Acc: 24.535% (10175/41472) 324/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s942ms | Loss: 3.000 | Acc: 24.560% (10217/41600) 325/391 
 [======================================================>..........]  Step: 40ms | Tot: 12s982ms | Loss: 3.000 | Acc: 24.569% (10252/41728) 326/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s22ms | Loss: 2.999 | Acc: 24.594% (10294/41856) 327/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s62ms | Loss: 2.999 | Acc: 24.590% (10324/41984) 328/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s102ms | Loss: 2.998 | Acc: 24.618% (10367/42112) 329/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s143ms | Loss: 2.997 | Acc: 24.621% (10400/42240) 330/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s183ms | Loss: 2.996 | Acc: 24.641% (10440/42368) 331/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s223ms | Loss: 2.996 | Acc: 24.645% (10473/42496) 332/391 
 [=======================================================>.........]  Step: 39ms | Tot: 13s263ms | Loss: 2.995 | Acc: 24.653% (10508/42624) 333/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s303ms | Loss: 2.994 | Acc: 24.651% (10539/42752) 334/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s344ms | Loss: 2.994 | Acc: 24.653% (10571/42880) 335/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s384ms | Loss: 2.993 | Acc: 24.688% (10618/43008) 336/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s424ms | Loss: 2.993 | Acc: 24.696% (10653/43136) 337/391 
 [========================================================>........]  Step: 40ms | Tot: 13s464ms | Loss: 2.993 | Acc: 24.697% (10685/43264) 338/391 
 [========================================================>........]  Step: 40ms | Tot: 13s504ms | Loss: 2.993 | Acc: 24.714% (10724/43392) 339/391 
 [========================================================>........]  Step: 40ms | Tot: 13s544ms | Loss: 2.993 | Acc: 24.710% (10754/43520) 340/391 
 [========================================================>........]  Step: 40ms | Tot: 13s584ms | Loss: 2.992 | Acc: 24.725% (10792/43648) 341/391 
 [========================================================>........]  Step: 40ms | Tot: 13s624ms | Loss: 2.992 | Acc: 24.737% (10829/43776) 342/391 
 [========================================================>........]  Step: 40ms | Tot: 13s664ms | Loss: 2.991 | Acc: 24.736% (10860/43904) 343/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s705ms | Loss: 2.991 | Acc: 24.743% (10895/44032) 344/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s745ms | Loss: 2.990 | Acc: 24.755% (10932/44160) 345/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s785ms | Loss: 2.991 | Acc: 24.740% (10957/44288) 346/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s825ms | Loss: 2.991 | Acc: 24.734% (10986/44416) 347/391 
 [=========================================================>.......]  Step: 39ms | Tot: 13s865ms | Loss: 2.991 | Acc: 24.740% (11020/44544) 348/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s905ms | Loss: 2.990 | Acc: 24.752% (11057/44672) 349/391 
 [==========================================================>......]  Step: 39ms | Tot: 13s945ms | Loss: 2.989 | Acc: 24.766% (11095/44800) 350/391 
 [==========================================================>......]  Step: 40ms | Tot: 13s985ms | Loss: 2.988 | Acc: 24.789% (11137/44928) 351/391 
 [==========================================================>......]  Step: 39ms | Tot: 14s25ms | Loss: 2.988 | Acc: 24.780% (11165/45056) 352/391 
 [==========================================================>......]  Step: 39ms | Tot: 14s65ms | Loss: 2.988 | Acc: 24.783% (11198/45184) 353/391 
 [==========================================================>......]  Step: 39ms | Tot: 14s104ms | Loss: 2.988 | Acc: 24.790% (11233/45312) 354/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s145ms | Loss: 2.987 | Acc: 24.809% (11273/45440) 355/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s185ms | Loss: 2.986 | Acc: 24.822% (11311/45568) 356/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s225ms | Loss: 2.986 | Acc: 24.818% (11341/45696) 357/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s264ms | Loss: 2.986 | Acc: 24.817% (11372/45824) 358/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s304ms | Loss: 2.985 | Acc: 24.830% (11410/45952) 359/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s344ms | Loss: 2.985 | Acc: 24.837% (11445/46080) 360/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s385ms | Loss: 2.985 | Acc: 24.846% (11481/46208) 361/391 
 [============================================================>....]  Step: 40ms | Tot: 14s425ms | Loss: 2.985 | Acc: 24.847% (11513/46336) 362/391 
 [============================================================>....]  Step: 40ms | Tot: 14s465ms | Loss: 2.984 | Acc: 24.858% (11550/46464) 363/391 
 [============================================================>....]  Step: 40ms | Tot: 14s505ms | Loss: 2.984 | Acc: 24.858% (11582/46592) 364/391 
 [============================================================>....]  Step: 40ms | Tot: 14s545ms | Loss: 2.983 | Acc: 24.889% (11628/46720) 365/391 
 [============================================================>....]  Step: 40ms | Tot: 14s586ms | Loss: 2.982 | Acc: 24.912% (11671/46848) 366/391 
 [============================================================>....]  Step: 40ms | Tot: 14s626ms | Loss: 2.982 | Acc: 24.919% (11706/46976) 367/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s666ms | Loss: 2.981 | Acc: 24.936% (11746/47104) 368/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s706ms | Loss: 2.982 | Acc: 24.941% (11780/47232) 369/391 
 [=============================================================>...]  Step: 39ms | Tot: 14s746ms | Loss: 2.981 | Acc: 24.954% (11818/47360) 370/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s786ms | Loss: 2.981 | Acc: 24.971% (11858/47488) 371/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s826ms | Loss: 2.980 | Acc: 24.977% (11893/47616) 372/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s866ms | Loss: 2.979 | Acc: 24.994% (11933/47744) 373/391 
 [==============================================================>..]  Step: 40ms | Tot: 14s906ms | Loss: 2.979 | Acc: 25.004% (11970/47872) 374/391 
 [==============================================================>..]  Step: 40ms | Tot: 14s946ms | Loss: 2.978 | Acc: 25.008% (12004/48000) 375/391 
 [==============================================================>..]  Step: 40ms | Tot: 14s987ms | Loss: 2.977 | Acc: 25.021% (12042/48128) 376/391 
 [==============================================================>..]  Step: 39ms | Tot: 15s26ms | Loss: 2.976 | Acc: 25.029% (12078/48256) 377/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s66ms | Loss: 2.976 | Acc: 25.058% (12124/48384) 378/391 
 [==============================================================>..]  Step: 39ms | Tot: 15s106ms | Loss: 2.975 | Acc: 25.060% (12157/48512) 379/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s146ms | Loss: 2.975 | Acc: 25.080% (12199/48640) 380/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s186ms | Loss: 2.974 | Acc: 25.092% (12237/48768) 381/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s227ms | Loss: 2.974 | Acc: 25.094% (12270/48896) 382/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s267ms | Loss: 2.974 | Acc: 25.098% (12304/49024) 383/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s307ms | Loss: 2.973 | Acc: 25.096% (12335/49152) 384/391 
 [===============================================================>.]  Step: 39ms | Tot: 15s346ms | Loss: 2.973 | Acc: 25.099% (12369/49280) 385/391 
 [================================================================>]  Step: 39ms | Tot: 15s386ms | Loss: 2.972 | Acc: 25.117% (12410/49408) 386/391 
 [================================================================>]  Step: 41ms | Tot: 15s428ms | Loss: 2.972 | Acc: 25.127% (12447/49536) 387/391 
 [================================================================>]  Step: 39ms | Tot: 15s468ms | Loss: 2.971 | Acc: 25.133% (12482/49664) 388/391 
 [================================================================>]  Step: 39ms | Tot: 15s508ms | Loss: 2.971 | Acc: 25.143% (12519/49792) 389/391 
 [================================================================>]  Step: 39ms | Tot: 15s547ms | Loss: 2.971 | Acc: 25.152% (12556/49920) 390/391 
 [================================================================>]  Step: 28ms | Tot: 15s576ms | Loss: 2.970 | Acc: 25.162% (12581/50000) 391/391 
 [>................................................................]  Step: 139ms | Tot: 0ms | Loss: 3.059 | Acc: 27.000% (27/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 2.842 | Acc: 27.500% (55/200)    2/100 
 [=>...............................................................]  Step: 13ms | Tot: 25ms | Loss: 2.783 | Acc: 27.000% (81/300)    3/100 
 [=>...............................................................]  Step: 11ms | Tot: 37ms | Loss: 2.763 | Acc: 28.250% (113/400)   4/100 
 [==>..............................................................]  Step: 14ms | Tot: 51ms | Loss: 2.851 | Acc: 26.600% (133/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 61ms | Loss: 2.851 | Acc: 27.167% (163/600)   6/100 
 [===>.............................................................]  Step: 12ms | Tot: 74ms | Loss: 2.861 | Acc: 26.714% (187/700)   7/100 
 [====>............................................................]  Step: 9ms | Tot: 84ms | Loss: 2.861 | Acc: 27.250% (218/800)    8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 95ms | Loss: 2.864 | Acc: 27.778% (250/900)   9/100 
 [=====>...........................................................]  Step: 10ms | Tot: 106ms | Loss: 2.844 | Acc: 28.700% (287/1000) 10/100 
 [======>..........................................................]  Step: 10ms | Tot: 117ms | Loss: 2.859 | Acc: 28.273% (311/1100) 11/100 
 [=======>.........................................................]  Step: 10ms | Tot: 128ms | Loss: 2.855 | Acc: 28.500% (342/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 139ms | Loss: 2.855 | Acc: 28.385% (369/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 150ms | Loss: 2.854 | Acc: 28.643% (401/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 161ms | Loss: 2.852 | Acc: 28.867% (433/1500) 15/100 
 [=========>.......................................................]  Step: 10ms | Tot: 172ms | Loss: 2.877 | Acc: 28.375% (454/1600) 16/100 
 [==========>......................................................]  Step: 10ms | Tot: 183ms | Loss: 2.860 | Acc: 28.706% (488/1700) 17/100 
 [===========>.....................................................]  Step: 10ms | Tot: 193ms | Loss: 2.852 | Acc: 28.722% (517/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 204ms | Loss: 2.827 | Acc: 29.368% (558/1900) 19/100 
 [============>....................................................]  Step: 10ms | Tot: 215ms | Loss: 2.820 | Acc: 29.200% (584/2000) 20/100 
 [=============>...................................................]  Step: 10ms | Tot: 226ms | Loss: 2.817 | Acc: 29.190% (613/2100) 21/100 
 [=============>...................................................]  Step: 10ms | Tot: 237ms | Loss: 2.827 | Acc: 29.045% (639/2200) 22/100 
 [==============>..................................................]  Step: 10ms | Tot: 248ms | Loss: 2.827 | Acc: 28.913% (665/2300) 23/100 
 [==============>..................................................]  Step: 10ms | Tot: 259ms | Loss: 2.822 | Acc: 28.667% (688/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 270ms | Loss: 2.812 | Acc: 28.880% (722/2500) 25/100 
 [================>................................................]  Step: 10ms | Tot: 280ms | Loss: 2.807 | Acc: 28.846% (750/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 291ms | Loss: 2.803 | Acc: 28.889% (780/2700) 27/100 
 [=================>...............................................]  Step: 10ms | Tot: 302ms | Loss: 2.800 | Acc: 29.107% (815/2800) 28/100 
 [==================>..............................................]  Step: 10ms | Tot: 313ms | Loss: 2.794 | Acc: 29.172% (846/2900) 29/100 
 [==================>..............................................]  Step: 10ms | Tot: 324ms | Loss: 2.799 | Acc: 29.100% (873/3000) 30/100 
 [===================>.............................................]  Step: 10ms | Tot: 335ms | Loss: 2.801 | Acc: 29.097% (902/3100) 31/100 
 [====================>............................................]  Step: 10ms | Tot: 346ms | Loss: 2.792 | Acc: 29.125% (932/3200) 32/100 
 [====================>............................................]  Step: 10ms | Tot: 356ms | Loss: 2.800 | Acc: 28.970% (956/3300) 33/100 
 [=====================>...........................................]  Step: 10ms | Tot: 367ms | Loss: 2.807 | Acc: 28.706% (976/3400) 34/100 
 [======================>..........................................]  Step: 10ms | Tot: 378ms | Loss: 2.801 | Acc: 28.829% (1009/3500) 35/100 
 [======================>..........................................]  Step: 10ms | Tot: 389ms | Loss: 2.800 | Acc: 28.944% (1042/3600) 36/100 
 [=======================>.........................................]  Step: 10ms | Tot: 400ms | Loss: 2.802 | Acc: 28.838% (1067/3700) 37/100 
 [========================>........................................]  Step: 10ms | Tot: 411ms | Loss: 2.800 | Acc: 28.868% (1097/3800) 38/100 
 [========================>........................................]  Step: 10ms | Tot: 422ms | Loss: 2.796 | Acc: 28.846% (1125/3900) 39/100 
 [=========================>.......................................]  Step: 10ms | Tot: 432ms | Loss: 2.790 | Acc: 29.000% (1160/4000) 40/100 
 [==========================>......................................]  Step: 10ms | Tot: 443ms | Loss: 2.788 | Acc: 29.098% (1193/4100) 41/100 
 [==========================>......................................]  Step: 10ms | Tot: 454ms | Loss: 2.788 | Acc: 29.286% (1230/4200) 42/100 
 [===========================>.....................................]  Step: 10ms | Tot: 465ms | Loss: 2.787 | Acc: 29.419% (1265/4300) 43/100 
 [===========================>.....................................]  Step: 10ms | Tot: 476ms | Loss: 2.795 | Acc: 29.182% (1284/4400) 44/100 
 [============================>....................................]  Step: 10ms | Tot: 487ms | Loss: 2.793 | Acc: 29.244% (1316/4500) 45/100 
 [=============================>...................................]  Step: 10ms | Tot: 498ms | Loss: 2.791 | Acc: 29.304% (1348/4600) 46/100 
 [=============================>...................................]  Step: 10ms | Tot: 509ms | Loss: 2.794 | Acc: 29.277% (1376/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 520ms | Loss: 2.794 | Acc: 29.312% (1407/4800) 48/100 
 [===============================>.................................]  Step: 10ms | Tot: 531ms | Loss: 2.802 | Acc: 29.163% (1429/4900) 49/100 
 [===============================>.................................]  Step: 10ms | Tot: 542ms | Loss: 2.803 | Acc: 29.100% (1455/5000) 50/100 
 [================================>................................]  Step: 10ms | Tot: 552ms | Loss: 2.802 | Acc: 29.235% (1491/5100) 51/100 
 [=================================>...............................]  Step: 10ms | Tot: 563ms | Loss: 2.803 | Acc: 29.231% (1520/5200) 52/100 
 [=================================>...............................]  Step: 10ms | Tot: 574ms | Loss: 2.806 | Acc: 29.208% (1548/5300) 53/100 
 [==================================>..............................]  Step: 10ms | Tot: 585ms | Loss: 2.802 | Acc: 29.278% (1581/5400) 54/100 
 [===================================>.............................]  Step: 10ms | Tot: 596ms | Loss: 2.808 | Acc: 29.255% (1609/5500) 55/100 
 [===================================>.............................]  Step: 10ms | Tot: 607ms | Loss: 2.808 | Acc: 29.196% (1635/5600) 56/100 
 [====================================>............................]  Step: 10ms | Tot: 618ms | Loss: 2.800 | Acc: 29.298% (1670/5700) 57/100 
 [=====================================>...........................]  Step: 10ms | Tot: 629ms | Loss: 2.802 | Acc: 29.190% (1693/5800) 58/100 
 [=====================================>...........................]  Step: 10ms | Tot: 639ms | Loss: 2.802 | Acc: 29.237% (1725/5900) 59/100 
 [======================================>..........................]  Step: 10ms | Tot: 650ms | Loss: 2.805 | Acc: 29.150% (1749/6000) 60/100 
 [=======================================>.........................]  Step: 10ms | Tot: 661ms | Loss: 2.802 | Acc: 29.180% (1780/6100) 61/100 
 [=======================================>.........................]  Step: 10ms | Tot: 672ms | Loss: 2.806 | Acc: 29.129% (1806/6200) 62/100 
 [========================================>........................]  Step: 10ms | Tot: 683ms | Loss: 2.806 | Acc: 29.063% (1831/6300) 63/100 
 [========================================>........................]  Step: 10ms | Tot: 694ms | Loss: 2.805 | Acc: 29.172% (1867/6400) 64/100 
 [=========================================>.......................]  Step: 10ms | Tot: 705ms | Loss: 2.804 | Acc: 29.123% (1893/6500) 65/100 
 [==========================================>......................]  Step: 10ms | Tot: 716ms | Loss: 2.813 | Acc: 28.970% (1912/6600) 66/100 
 [==========================================>......................]  Step: 10ms | Tot: 727ms | Loss: 2.811 | Acc: 29.000% (1943/6700) 67/100 
 [===========================================>.....................]  Step: 10ms | Tot: 737ms | Loss: 2.812 | Acc: 29.000% (1972/6800) 68/100 
 [============================================>....................]  Step: 10ms | Tot: 748ms | Loss: 2.809 | Acc: 29.072% (2006/6900) 69/100 
 [============================================>....................]  Step: 10ms | Tot: 759ms | Loss: 2.809 | Acc: 29.057% (2034/7000) 70/100 
 [=============================================>...................]  Step: 10ms | Tot: 770ms | Loss: 2.812 | Acc: 29.042% (2062/7100) 71/100 
 [==============================================>..................]  Step: 10ms | Tot: 781ms | Loss: 2.809 | Acc: 29.028% (2090/7200) 72/100 
 [==============================================>..................]  Step: 10ms | Tot: 792ms | Loss: 2.808 | Acc: 29.027% (2119/7300) 73/100 
 [===============================================>.................]  Step: 10ms | Tot: 803ms | Loss: 2.809 | Acc: 28.892% (2138/7400) 74/100 
 [================================================>................]  Step: 10ms | Tot: 814ms | Loss: 2.811 | Acc: 28.813% (2161/7500) 75/100 
 [================================================>................]  Step: 10ms | Tot: 825ms | Loss: 2.813 | Acc: 28.763% (2186/7600) 76/100 
 [=================================================>...............]  Step: 10ms | Tot: 836ms | Loss: 2.812 | Acc: 28.753% (2214/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 847ms | Loss: 2.814 | Acc: 28.731% (2241/7800) 78/100 
 [==================================================>..............]  Step: 10ms | Tot: 857ms | Loss: 2.814 | Acc: 28.696% (2267/7900) 79/100 
 [===================================================>.............]  Step: 10ms | Tot: 868ms | Loss: 2.817 | Acc: 28.688% (2295/8000) 80/100 
 [====================================================>............]  Step: 10ms | Tot: 879ms | Loss: 2.822 | Acc: 28.556% (2313/8100) 81/100 
 [====================================================>............]  Step: 10ms | Tot: 890ms | Loss: 2.825 | Acc: 28.549% (2341/8200) 82/100 
 [=====================================================>...........]  Step: 10ms | Tot: 901ms | Loss: 2.826 | Acc: 28.542% (2369/8300) 83/100 
 [=====================================================>...........]  Step: 10ms | Tot: 912ms | Loss: 2.827 | Acc: 28.488% (2393/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 923ms | Loss: 2.825 | Acc: 28.494% (2422/8500) 85/100 
 [=======================================================>.........]  Step: 10ms | Tot: 934ms | Loss: 2.821 | Acc: 28.558% (2456/8600) 86/100 
 [=======================================================>.........]  Step: 10ms | Tot: 945ms | Loss: 2.822 | Acc: 28.575% (2486/8700) 87/100 
 [========================================================>........]  Step: 10ms | Tot: 956ms | Loss: 2.819 | Acc: 28.705% (2526/8800) 88/100 
 [=========================================================>.......]  Step: 10ms | Tot: 967ms | Loss: 2.819 | Acc: 28.652% (2550/8900) 89/100 
 [=========================================================>.......]  Step: 10ms | Tot: 977ms | Loss: 2.818 | Acc: 28.667% (2580/9000) 90/100 
 [==========================================================>......]  Step: 10ms | Tot: 988ms | Loss: 2.817 | Acc: 28.736% (2615/9100) 91/100 
 [===========================================================>.....]  Step: 10ms | Tot: 999ms | Loss: 2.819 | Acc: 28.663% (2637/9200) 92/100 
 [===========================================================>.....]  Step: 10ms | Tot: 1s10ms | Loss: 2.816 | Acc: 28.667% (2666/9300) 93/100 
 [============================================================>....]  Step: 10ms | Tot: 1s21ms | Loss: 2.818 | Acc: 28.702% (2698/9400) 94/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s32ms | Loss: 2.822 | Acc: 28.653% (2722/9500) 95/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s43ms | Loss: 2.822 | Acc: 28.656% (2751/9600) 96/100 
 [==============================================================>..]  Step: 10ms | Tot: 1s53ms | Loss: 2.820 | Acc: 28.691% (2783/9700) 97/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s64ms | Loss: 2.819 | Acc: 28.673% (2810/9800) 98/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s75ms | Loss: 2.817 | Acc: 28.687% (2840/9900) 99/100 
 [================================================================>]  Step: 10ms | Tot: 1s86ms | Loss: 2.816 | Acc: 28.700% (2870/10000) 100/100 
Saving..

Epoch: 3
 [>................................................................]  Step: 338ms | Tot: 0ms | Loss: 2.897 | Acc: 23.438% (30/128)    1/391 
 [>................................................................]  Step: 40ms | Tot: 40ms | Loss: 2.703 | Acc: 26.953% (69/256)    2/391 
 [>................................................................]  Step: 39ms | Tot: 80ms | Loss: 2.751 | Acc: 28.125% (108/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 120ms | Loss: 2.749 | Acc: 29.492% (151/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 160ms | Loss: 2.690 | Acc: 29.531% (189/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 201ms | Loss: 2.710 | Acc: 28.646% (220/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 241ms | Loss: 2.731 | Acc: 28.237% (253/896)  7/391 
 [=>...............................................................]  Step: 40ms | Tot: 281ms | Loss: 2.758 | Acc: 27.637% (283/1024) 8/391 
 [=>...............................................................]  Step: 40ms | Tot: 321ms | Loss: 2.772 | Acc: 27.691% (319/1152) 9/391 
 [=>...............................................................]  Step: 40ms | Tot: 361ms | Loss: 2.748 | Acc: 28.047% (359/1280) 10/391 
 [=>...............................................................]  Step: 40ms | Tot: 402ms | Loss: 2.739 | Acc: 28.409% (400/1408) 11/391 
 [=>...............................................................]  Step: 40ms | Tot: 442ms | Loss: 2.730 | Acc: 28.841% (443/1536) 12/391 
 [=>...............................................................]  Step: 40ms | Tot: 482ms | Loss: 2.734 | Acc: 29.087% (484/1664) 13/391 
 [==>..............................................................]  Step: 40ms | Tot: 522ms | Loss: 2.729 | Acc: 29.297% (525/1792) 14/391 
 [==>..............................................................]  Step: 40ms | Tot: 562ms | Loss: 2.721 | Acc: 29.219% (561/1920) 15/391 
 [==>..............................................................]  Step: 40ms | Tot: 603ms | Loss: 2.711 | Acc: 29.150% (597/2048) 16/391 
 [==>..............................................................]  Step: 40ms | Tot: 643ms | Loss: 2.718 | Acc: 28.952% (630/2176) 17/391 
 [==>..............................................................]  Step: 40ms | Tot: 683ms | Loss: 2.715 | Acc: 29.340% (676/2304) 18/391 
 [==>..............................................................]  Step: 40ms | Tot: 724ms | Loss: 2.715 | Acc: 29.441% (716/2432) 19/391 
 [===>.............................................................]  Step: 40ms | Tot: 764ms | Loss: 2.709 | Acc: 29.453% (754/2560) 20/391 
 [===>.............................................................]  Step: 40ms | Tot: 804ms | Loss: 2.701 | Acc: 29.725% (799/2688) 21/391 
 [===>.............................................................]  Step: 40ms | Tot: 844ms | Loss: 2.701 | Acc: 29.652% (835/2816) 22/391 
 [===>.............................................................]  Step: 39ms | Tot: 884ms | Loss: 2.694 | Acc: 29.891% (880/2944) 23/391 
 [===>.............................................................]  Step: 40ms | Tot: 924ms | Loss: 2.700 | Acc: 29.785% (915/3072) 24/391 
 [===>.............................................................]  Step: 39ms | Tot: 964ms | Loss: 2.697 | Acc: 29.906% (957/3200) 25/391 
 [====>............................................................]  Step: 40ms | Tot: 1s4ms | Loss: 2.697 | Acc: 29.778% (991/3328) 26/391 
 [====>............................................................]  Step: 40ms | Tot: 1s45ms | Loss: 2.701 | Acc: 29.659% (1025/3456) 27/391 
 [====>............................................................]  Step: 40ms | Tot: 1s85ms | Loss: 2.693 | Acc: 29.827% (1069/3584) 28/391 
 [====>............................................................]  Step: 39ms | Tot: 1s124ms | Loss: 2.695 | Acc: 29.957% (1112/3712) 29/391 
 [====>............................................................]  Step: 39ms | Tot: 1s164ms | Loss: 2.697 | Acc: 29.844% (1146/3840) 30/391 
 [====>............................................................]  Step: 39ms | Tot: 1s204ms | Loss: 2.700 | Acc: 29.889% (1186/3968) 31/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s244ms | Loss: 2.700 | Acc: 30.005% (1229/4096) 32/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s284ms | Loss: 2.695 | Acc: 30.161% (1274/4224) 33/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s324ms | Loss: 2.696 | Acc: 29.986% (1305/4352) 34/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s363ms | Loss: 2.699 | Acc: 29.933% (1341/4480) 35/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s403ms | Loss: 2.706 | Acc: 29.926% (1379/4608) 36/391 
 [=====>...........................................................]  Step: 39ms | Tot: 1s443ms | Loss: 2.708 | Acc: 29.899% (1416/4736) 37/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s483ms | Loss: 2.708 | Acc: 29.852% (1452/4864) 38/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s523ms | Loss: 2.710 | Acc: 29.808% (1488/4992) 39/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s564ms | Loss: 2.710 | Acc: 29.844% (1528/5120) 40/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s604ms | Loss: 2.713 | Acc: 29.821% (1565/5248) 41/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s644ms | Loss: 2.713 | Acc: 29.706% (1597/5376) 42/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s684ms | Loss: 2.715 | Acc: 29.597% (1629/5504) 43/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s725ms | Loss: 2.715 | Acc: 29.545% (1664/5632) 44/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s764ms | Loss: 2.711 | Acc: 29.688% (1710/5760) 45/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s805ms | Loss: 2.707 | Acc: 29.721% (1750/5888) 46/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s845ms | Loss: 2.708 | Acc: 29.654% (1784/6016) 47/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s885ms | Loss: 2.714 | Acc: 29.557% (1816/6144) 48/391 
 [=======>.........................................................]  Step: 39ms | Tot: 1s925ms | Loss: 2.715 | Acc: 29.544% (1853/6272) 49/391 
 [========>........................................................]  Step: 40ms | Tot: 1s965ms | Loss: 2.715 | Acc: 29.609% (1895/6400) 50/391 
 [========>........................................................]  Step: 40ms | Tot: 2s6ms | Loss: 2.714 | Acc: 29.642% (1935/6528) 51/391 
 [========>........................................................]  Step: 40ms | Tot: 2s46ms | Loss: 2.714 | Acc: 29.612% (1971/6656) 52/391 
 [========>........................................................]  Step: 40ms | Tot: 2s86ms | Loss: 2.718 | Acc: 29.525% (2003/6784) 53/391 
 [========>........................................................]  Step: 40ms | Tot: 2s126ms | Loss: 2.714 | Acc: 29.615% (2047/6912) 54/391 
 [========>........................................................]  Step: 39ms | Tot: 2s166ms | Loss: 2.712 | Acc: 29.602% (2084/7040) 55/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s206ms | Loss: 2.711 | Acc: 29.646% (2125/7168) 56/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s246ms | Loss: 2.711 | Acc: 29.797% (2174/7296) 57/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s286ms | Loss: 2.705 | Acc: 29.890% (2219/7424) 58/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s327ms | Loss: 2.700 | Acc: 29.939% (2261/7552) 59/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s367ms | Loss: 2.698 | Acc: 30.000% (2304/7680) 60/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s407ms | Loss: 2.696 | Acc: 30.046% (2346/7808) 61/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s447ms | Loss: 2.693 | Acc: 30.141% (2392/7936) 62/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s486ms | Loss: 2.696 | Acc: 30.159% (2432/8064) 63/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s526ms | Loss: 2.696 | Acc: 30.139% (2469/8192) 64/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s566ms | Loss: 2.698 | Acc: 30.096% (2504/8320) 65/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s606ms | Loss: 2.696 | Acc: 30.220% (2553/8448) 66/391 
 [==========>......................................................]  Step: 39ms | Tot: 2s646ms | Loss: 2.697 | Acc: 30.119% (2583/8576) 67/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s686ms | Loss: 2.700 | Acc: 30.090% (2619/8704) 68/391 
 [===========>.....................................................]  Step: 39ms | Tot: 2s726ms | Loss: 2.701 | Acc: 30.129% (2661/8832) 69/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s766ms | Loss: 2.701 | Acc: 30.078% (2695/8960) 70/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s806ms | Loss: 2.697 | Acc: 30.128% (2738/9088) 71/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s846ms | Loss: 2.701 | Acc: 30.089% (2773/9216) 72/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s886ms | Loss: 2.698 | Acc: 30.190% (2821/9344) 73/391 
 [============>....................................................]  Step: 40ms | Tot: 2s926ms | Loss: 2.696 | Acc: 30.226% (2863/9472) 74/391 
 [============>....................................................]  Step: 40ms | Tot: 2s966ms | Loss: 2.695 | Acc: 30.344% (2913/9600) 75/391 
 [============>....................................................]  Step: 40ms | Tot: 3s7ms | Loss: 2.691 | Acc: 30.438% (2961/9728) 76/391 
 [============>....................................................]  Step: 40ms | Tot: 3s47ms | Loss: 2.692 | Acc: 30.428% (2999/9856) 77/391 
 [============>....................................................]  Step: 40ms | Tot: 3s87ms | Loss: 2.692 | Acc: 30.439% (3039/9984) 78/391 
 [============>....................................................]  Step: 40ms | Tot: 3s127ms | Loss: 2.690 | Acc: 30.429% (3077/10112) 79/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s167ms | Loss: 2.694 | Acc: 30.352% (3108/10240) 80/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s207ms | Loss: 2.697 | Acc: 30.276% (3139/10368) 81/391 
 [=============>...................................................]  Step: 39ms | Tot: 3s247ms | Loss: 2.696 | Acc: 30.250% (3175/10496) 82/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s287ms | Loss: 2.702 | Acc: 30.168% (3205/10624) 83/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s327ms | Loss: 2.707 | Acc: 30.143% (3241/10752) 84/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s367ms | Loss: 2.708 | Acc: 30.074% (3272/10880) 85/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s407ms | Loss: 2.706 | Acc: 30.133% (3317/11008) 86/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s448ms | Loss: 2.706 | Acc: 30.163% (3359/11136) 87/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s488ms | Loss: 2.709 | Acc: 30.105% (3391/11264) 88/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s528ms | Loss: 2.710 | Acc: 30.091% (3428/11392) 89/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s568ms | Loss: 2.711 | Acc: 30.095% (3467/11520) 90/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s608ms | Loss: 2.710 | Acc: 30.160% (3513/11648) 91/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s648ms | Loss: 2.711 | Acc: 30.155% (3551/11776) 92/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s688ms | Loss: 2.709 | Acc: 30.225% (3598/11904) 93/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s728ms | Loss: 2.712 | Acc: 30.170% (3630/12032) 94/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s768ms | Loss: 2.713 | Acc: 30.115% (3662/12160) 95/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s808ms | Loss: 2.711 | Acc: 30.119% (3701/12288) 96/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s848ms | Loss: 2.713 | Acc: 30.139% (3742/12416) 97/391 
 [================>................................................]  Step: 39ms | Tot: 3s888ms | Loss: 2.711 | Acc: 30.150% (3782/12544) 98/391 
 [================>................................................]  Step: 39ms | Tot: 3s928ms | Loss: 2.710 | Acc: 30.169% (3823/12672) 99/391 
 [================>................................................]  Step: 39ms | Tot: 3s967ms | Loss: 2.710 | Acc: 30.195% (3865/12800) 100/391 
 [================>................................................]  Step: 40ms | Tot: 4s7ms | Loss: 2.709 | Acc: 30.229% (3908/12928) 101/391 
 [================>................................................]  Step: 40ms | Tot: 4s48ms | Loss: 2.708 | Acc: 30.247% (3949/13056) 102/391 
 [================>................................................]  Step: 39ms | Tot: 4s87ms | Loss: 2.705 | Acc: 30.325% (3998/13184) 103/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s128ms | Loss: 2.705 | Acc: 30.311% (4035/13312) 104/391 
 [=================>...............................................]  Step: 39ms | Tot: 4s168ms | Loss: 2.703 | Acc: 30.357% (4080/13440) 105/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s208ms | Loss: 2.703 | Acc: 30.395% (4124/13568) 106/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s248ms | Loss: 2.700 | Acc: 30.469% (4173/13696) 107/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s288ms | Loss: 2.700 | Acc: 30.447% (4209/13824) 108/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s328ms | Loss: 2.697 | Acc: 30.505% (4256/13952) 109/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s368ms | Loss: 2.696 | Acc: 30.540% (4300/14080) 110/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s409ms | Loss: 2.701 | Acc: 30.434% (4324/14208) 111/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s449ms | Loss: 2.700 | Acc: 30.455% (4366/14336) 112/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s489ms | Loss: 2.698 | Acc: 30.489% (4410/14464) 113/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s529ms | Loss: 2.699 | Acc: 30.462% (4445/14592) 114/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s569ms | Loss: 2.698 | Acc: 30.476% (4486/14720) 115/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s609ms | Loss: 2.699 | Acc: 30.462% (4523/14848) 116/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s649ms | Loss: 2.697 | Acc: 30.529% (4572/14976) 117/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s690ms | Loss: 2.696 | Acc: 30.555% (4615/15104) 118/391 
 [===================>.............................................]  Step: 39ms | Tot: 4s729ms | Loss: 2.694 | Acc: 30.580% (4658/15232) 119/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s770ms | Loss: 2.692 | Acc: 30.618% (4703/15360) 120/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s810ms | Loss: 2.691 | Acc: 30.637% (4745/15488) 121/391 
 [====================>............................................]  Step: 40ms | Tot: 4s850ms | Loss: 2.691 | Acc: 30.622% (4782/15616) 122/391 
 [====================>............................................]  Step: 39ms | Tot: 4s890ms | Loss: 2.690 | Acc: 30.640% (4824/15744) 123/391 
 [====================>............................................]  Step: 40ms | Tot: 4s930ms | Loss: 2.688 | Acc: 30.664% (4867/15872) 124/391 
 [====================>............................................]  Step: 40ms | Tot: 4s970ms | Loss: 2.687 | Acc: 30.694% (4911/16000) 125/391 
 [====================>............................................]  Step: 40ms | Tot: 5s10ms | Loss: 2.686 | Acc: 30.723% (4955/16128) 126/391 
 [====================>............................................]  Step: 40ms | Tot: 5s50ms | Loss: 2.685 | Acc: 30.727% (4995/16256) 127/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s90ms | Loss: 2.684 | Acc: 30.804% (5047/16384) 128/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s131ms | Loss: 2.682 | Acc: 30.844% (5093/16512) 129/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s171ms | Loss: 2.682 | Acc: 30.853% (5134/16640) 130/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s211ms | Loss: 2.680 | Acc: 30.910% (5183/16768) 131/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s251ms | Loss: 2.676 | Acc: 30.996% (5237/16896) 132/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s291ms | Loss: 2.677 | Acc: 31.009% (5279/17024) 133/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s331ms | Loss: 2.676 | Acc: 31.052% (5326/17152) 134/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s371ms | Loss: 2.678 | Acc: 31.030% (5362/17280) 135/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s411ms | Loss: 2.678 | Acc: 31.003% (5397/17408) 136/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s451ms | Loss: 2.679 | Acc: 30.988% (5434/17536) 137/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s491ms | Loss: 2.681 | Acc: 30.950% (5467/17664) 138/391 
 [======================>..........................................]  Step: 39ms | Tot: 5s530ms | Loss: 2.679 | Acc: 30.975% (5511/17792) 139/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s571ms | Loss: 2.679 | Acc: 30.971% (5550/17920) 140/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s611ms | Loss: 2.679 | Acc: 30.973% (5590/18048) 141/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s651ms | Loss: 2.679 | Acc: 30.986% (5632/18176) 142/391 
 [=======================>.........................................]  Step: 39ms | Tot: 5s691ms | Loss: 2.677 | Acc: 31.010% (5676/18304) 143/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s731ms | Loss: 2.676 | Acc: 31.022% (5718/18432) 144/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s771ms | Loss: 2.675 | Acc: 31.024% (5758/18560) 145/391 
 [========================>........................................]  Step: 40ms | Tot: 5s811ms | Loss: 2.675 | Acc: 31.052% (5803/18688) 146/391 
 [========================>........................................]  Step: 40ms | Tot: 5s851ms | Loss: 2.674 | Acc: 31.085% (5849/18816) 147/391 
 [========================>........................................]  Step: 40ms | Tot: 5s891ms | Loss: 2.674 | Acc: 31.107% (5893/18944) 148/391 
 [========================>........................................]  Step: 40ms | Tot: 5s931ms | Loss: 2.671 | Acc: 31.145% (5940/19072) 149/391 
 [========================>........................................]  Step: 40ms | Tot: 5s972ms | Loss: 2.670 | Acc: 31.151% (5981/19200) 150/391 
 [========================>........................................]  Step: 40ms | Tot: 6s12ms | Loss: 2.670 | Acc: 31.147% (6020/19328) 151/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s52ms | Loss: 2.668 | Acc: 31.168% (6064/19456) 152/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s93ms | Loss: 2.670 | Acc: 31.127% (6096/19584) 153/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s133ms | Loss: 2.670 | Acc: 31.093% (6129/19712) 154/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s173ms | Loss: 2.668 | Acc: 31.134% (6177/19840) 155/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s214ms | Loss: 2.668 | Acc: 31.160% (6222/19968) 156/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s254ms | Loss: 2.670 | Acc: 31.146% (6259/20096) 157/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s294ms | Loss: 2.671 | Acc: 31.112% (6292/20224) 158/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s334ms | Loss: 2.671 | Acc: 31.078% (6325/20352) 159/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s374ms | Loss: 2.670 | Acc: 31.108% (6371/20480) 160/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s414ms | Loss: 2.670 | Acc: 31.114% (6412/20608) 161/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s455ms | Loss: 2.668 | Acc: 31.134% (6456/20736) 162/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s495ms | Loss: 2.668 | Acc: 31.145% (6498/20864) 163/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s535ms | Loss: 2.667 | Acc: 31.140% (6537/20992) 164/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s575ms | Loss: 2.667 | Acc: 31.136% (6576/21120) 165/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s616ms | Loss: 2.666 | Acc: 31.165% (6622/21248) 166/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s656ms | Loss: 2.666 | Acc: 31.142% (6657/21376) 167/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s696ms | Loss: 2.666 | Acc: 31.143% (6697/21504) 168/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s736ms | Loss: 2.665 | Acc: 31.162% (6741/21632) 169/391 
 [============================>....................................]  Step: 40ms | Tot: 6s776ms | Loss: 2.665 | Acc: 31.149% (6778/21760) 170/391 
 [============================>....................................]  Step: 40ms | Tot: 6s817ms | Loss: 2.666 | Acc: 31.118% (6811/21888) 171/391 
 [============================>....................................]  Step: 40ms | Tot: 6s857ms | Loss: 2.665 | Acc: 31.127% (6853/22016) 172/391 
 [============================>....................................]  Step: 39ms | Tot: 6s897ms | Loss: 2.664 | Acc: 31.128% (6893/22144) 173/391 
 [============================>....................................]  Step: 39ms | Tot: 6s937ms | Loss: 2.664 | Acc: 31.120% (6931/22272) 174/391 
 [============================>....................................]  Step: 40ms | Tot: 6s977ms | Loss: 2.664 | Acc: 31.121% (6971/22400) 175/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s17ms | Loss: 2.663 | Acc: 31.161% (7020/22528) 176/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s57ms | Loss: 2.662 | Acc: 31.224% (7074/22656) 177/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s97ms | Loss: 2.662 | Acc: 31.210% (7111/22784) 178/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s137ms | Loss: 2.662 | Acc: 31.237% (7157/22912) 179/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s177ms | Loss: 2.661 | Acc: 31.267% (7204/23040) 180/391 
 [=============================>...................................]  Step: 39ms | Tot: 7s217ms | Loss: 2.660 | Acc: 31.293% (7250/23168) 181/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s256ms | Loss: 2.660 | Acc: 31.310% (7294/23296) 182/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s297ms | Loss: 2.661 | Acc: 31.297% (7331/23424) 183/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s337ms | Loss: 2.661 | Acc: 31.318% (7376/23552) 184/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s376ms | Loss: 2.661 | Acc: 31.322% (7417/23680) 185/391 
 [==============================>..................................]  Step: 39ms | Tot: 7s416ms | Loss: 2.661 | Acc: 31.355% (7465/23808) 186/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s456ms | Loss: 2.661 | Acc: 31.359% (7506/23936) 187/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s496ms | Loss: 2.660 | Acc: 31.387% (7553/24064) 188/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s536ms | Loss: 2.661 | Acc: 31.382% (7592/24192) 189/391 
 [===============================>.................................]  Step: 39ms | Tot: 7s576ms | Loss: 2.660 | Acc: 31.390% (7634/24320) 190/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s617ms | Loss: 2.658 | Acc: 31.438% (7686/24448) 191/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s657ms | Loss: 2.658 | Acc: 31.433% (7725/24576) 192/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s697ms | Loss: 2.657 | Acc: 31.440% (7767/24704) 193/391 
 [================================>................................]  Step: 40ms | Tot: 7s737ms | Loss: 2.656 | Acc: 31.447% (7809/24832) 194/391 
 [================================>................................]  Step: 40ms | Tot: 7s778ms | Loss: 2.656 | Acc: 31.470% (7855/24960) 195/391 
 [================================>................................]  Step: 40ms | Tot: 7s818ms | Loss: 2.655 | Acc: 31.485% (7899/25088) 196/391 
 [================================>................................]  Step: 40ms | Tot: 7s858ms | Loss: 2.654 | Acc: 31.488% (7940/25216) 197/391 
 [================================>................................]  Step: 40ms | Tot: 7s898ms | Loss: 2.654 | Acc: 31.491% (7981/25344) 198/391 
 [================================>................................]  Step: 40ms | Tot: 7s939ms | Loss: 2.655 | Acc: 31.486% (8020/25472) 199/391 
 [=================================>...............................]  Step: 40ms | Tot: 7s979ms | Loss: 2.654 | Acc: 31.484% (8060/25600) 200/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s19ms | Loss: 2.655 | Acc: 31.487% (8101/25728) 201/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s59ms | Loss: 2.655 | Acc: 31.498% (8144/25856) 202/391 
 [=================================>...............................]  Step: 39ms | Tot: 8s99ms | Loss: 2.653 | Acc: 31.535% (8194/25984) 203/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s140ms | Loss: 2.653 | Acc: 31.537% (8235/26112) 204/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s180ms | Loss: 2.654 | Acc: 31.547% (8278/26240) 205/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s220ms | Loss: 2.653 | Acc: 31.572% (8325/26368) 206/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s261ms | Loss: 2.652 | Acc: 31.582% (8368/26496) 207/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s301ms | Loss: 2.651 | Acc: 31.584% (8409/26624) 208/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s341ms | Loss: 2.651 | Acc: 31.575% (8447/26752) 209/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s381ms | Loss: 2.651 | Acc: 31.551% (8481/26880) 210/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s421ms | Loss: 2.652 | Acc: 31.550% (8521/27008) 211/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s462ms | Loss: 2.651 | Acc: 31.578% (8569/27136) 212/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s502ms | Loss: 2.652 | Acc: 31.587% (8612/27264) 213/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s542ms | Loss: 2.651 | Acc: 31.633% (8665/27392) 214/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s582ms | Loss: 2.651 | Acc: 31.642% (8708/27520) 215/391 
 [===================================>.............................]  Step: 39ms | Tot: 8s622ms | Loss: 2.649 | Acc: 31.673% (8757/27648) 216/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s662ms | Loss: 2.649 | Acc: 31.704% (8806/27776) 217/391 
 [====================================>............................]  Step: 40ms | Tot: 8s702ms | Loss: 2.649 | Acc: 31.673% (8838/27904) 218/391 
 [====================================>............................]  Step: 40ms | Tot: 8s742ms | Loss: 2.650 | Acc: 31.675% (8879/28032) 219/391 
 [====================================>............................]  Step: 40ms | Tot: 8s783ms | Loss: 2.649 | Acc: 31.673% (8919/28160) 220/391 
 [====================================>............................]  Step: 40ms | Tot: 8s823ms | Loss: 2.649 | Acc: 31.664% (8957/28288) 221/391 
 [====================================>............................]  Step: 39ms | Tot: 8s863ms | Loss: 2.649 | Acc: 31.665% (8998/28416) 222/391 
 [====================================>............................]  Step: 39ms | Tot: 8s903ms | Loss: 2.649 | Acc: 31.656% (9036/28544) 223/391 
 [=====================================>...........................]  Step: 40ms | Tot: 8s943ms | Loss: 2.648 | Acc: 31.669% (9080/28672) 224/391 
 [=====================================>...........................]  Step: 40ms | Tot: 8s983ms | Loss: 2.648 | Acc: 31.701% (9130/28800) 225/391 
 [=====================================>...........................]  Step: 39ms | Tot: 9s23ms | Loss: 2.647 | Acc: 31.706% (9172/28928) 226/391 
 [=====================================>...........................]  Step: 39ms | Tot: 9s63ms | Loss: 2.648 | Acc: 31.691% (9208/29056) 227/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s103ms | Loss: 2.647 | Acc: 31.713% (9255/29184) 228/391 
 [=====================================>...........................]  Step: 39ms | Tot: 9s143ms | Loss: 2.648 | Acc: 31.714% (9296/29312) 229/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s183ms | Loss: 2.648 | Acc: 31.732% (9342/29440) 230/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s223ms | Loss: 2.648 | Acc: 31.713% (9377/29568) 231/391 
 [======================================>..........................]  Step: 39ms | Tot: 9s263ms | Loss: 2.647 | Acc: 31.721% (9420/29696) 232/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s303ms | Loss: 2.647 | Acc: 31.706% (9456/29824) 233/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s344ms | Loss: 2.646 | Acc: 31.721% (9501/29952) 234/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s384ms | Loss: 2.646 | Acc: 31.722% (9542/30080) 235/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s424ms | Loss: 2.646 | Acc: 31.710% (9579/30208) 236/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s465ms | Loss: 2.646 | Acc: 31.728% (9625/30336) 237/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s505ms | Loss: 2.645 | Acc: 31.746% (9671/30464) 238/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s545ms | Loss: 2.644 | Acc: 31.757% (9715/30592) 239/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s585ms | Loss: 2.643 | Acc: 31.745% (9752/30720) 240/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s626ms | Loss: 2.642 | Acc: 31.749% (9794/30848) 241/391 
 [========================================>........................]  Step: 40ms | Tot: 9s666ms | Loss: 2.642 | Acc: 31.773% (9842/30976) 242/391 
 [========================================>........................]  Step: 40ms | Tot: 9s706ms | Loss: 2.642 | Acc: 31.771% (9882/31104) 243/391 
 [========================================>........................]  Step: 40ms | Tot: 9s746ms | Loss: 2.640 | Acc: 31.810% (9935/31232) 244/391 
 [========================================>........................]  Step: 40ms | Tot: 9s787ms | Loss: 2.640 | Acc: 31.827% (9981/31360) 245/391 
 [========================================>........................]  Step: 40ms | Tot: 9s827ms | Loss: 2.639 | Acc: 31.850% (10029/31488) 246/391 
 [========================================>........................]  Step: 40ms | Tot: 9s867ms | Loss: 2.639 | Acc: 31.826% (10062/31616) 247/391 
 [=========================================>.......................]  Step: 40ms | Tot: 9s908ms | Loss: 2.638 | Acc: 31.833% (10105/31744) 248/391 
 [=========================================>.......................]  Step: 40ms | Tot: 9s948ms | Loss: 2.638 | Acc: 31.830% (10145/31872) 249/391 
 [=========================================>.......................]  Step: 40ms | Tot: 9s988ms | Loss: 2.637 | Acc: 31.837% (10188/32000) 250/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s29ms | Loss: 2.637 | Acc: 31.844% (10231/32128) 251/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s69ms | Loss: 2.637 | Acc: 31.861% (10277/32256) 252/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s109ms | Loss: 2.637 | Acc: 31.843% (10312/32384) 253/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s150ms | Loss: 2.636 | Acc: 31.868% (10361/32512) 254/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s190ms | Loss: 2.635 | Acc: 31.887% (10408/32640) 255/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s230ms | Loss: 2.633 | Acc: 31.949% (10469/32768) 256/391 
 [==========================================>......................]  Step: 39ms | Tot: 10s270ms | Loss: 2.633 | Acc: 31.961% (10514/32896) 257/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s310ms | Loss: 2.632 | Acc: 31.974% (10559/33024) 258/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s351ms | Loss: 2.632 | Acc: 31.974% (10600/33152) 259/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s391ms | Loss: 2.632 | Acc: 32.001% (10650/33280) 260/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s431ms | Loss: 2.632 | Acc: 32.025% (10699/33408) 261/391 
 [===========================================>.....................]  Step: 39ms | Tot: 10s471ms | Loss: 2.631 | Acc: 32.028% (10741/33536) 262/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s511ms | Loss: 2.632 | Acc: 32.005% (10774/33664) 263/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s551ms | Loss: 2.631 | Acc: 32.013% (10818/33792) 264/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s592ms | Loss: 2.631 | Acc: 32.011% (10858/33920) 265/391 
 [============================================>....................]  Step: 39ms | Tot: 10s631ms | Loss: 2.631 | Acc: 32.011% (10899/34048) 266/391 
 [============================================>....................]  Step: 39ms | Tot: 10s671ms | Loss: 2.630 | Acc: 32.031% (10947/34176) 267/391 
 [============================================>....................]  Step: 39ms | Tot: 10s711ms | Loss: 2.631 | Acc: 32.034% (10989/34304) 268/391 
 [============================================>....................]  Step: 40ms | Tot: 10s751ms | Loss: 2.631 | Acc: 32.040% (11032/34432) 269/391 
 [============================================>....................]  Step: 40ms | Tot: 10s792ms | Loss: 2.631 | Acc: 32.049% (11076/34560) 270/391 
 [============================================>....................]  Step: 40ms | Tot: 10s832ms | Loss: 2.633 | Acc: 32.034% (11112/34688) 271/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s871ms | Loss: 2.632 | Acc: 32.031% (11152/34816) 272/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s911ms | Loss: 2.632 | Acc: 32.040% (11196/34944) 273/391 
 [=============================================>...................]  Step: 39ms | Tot: 10s951ms | Loss: 2.632 | Acc: 32.040% (11237/35072) 274/391 
 [=============================================>...................]  Step: 40ms | Tot: 10s991ms | Loss: 2.631 | Acc: 32.060% (11285/35200) 275/391 
 [=============================================>...................]  Step: 39ms | Tot: 11s31ms | Loss: 2.630 | Acc: 32.071% (11330/35328) 276/391 
 [=============================================>...................]  Step: 39ms | Tot: 11s71ms | Loss: 2.630 | Acc: 32.082% (11375/35456) 277/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s112ms | Loss: 2.630 | Acc: 32.062% (11409/35584) 278/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s152ms | Loss: 2.629 | Acc: 32.093% (11461/35712) 279/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s192ms | Loss: 2.629 | Acc: 32.115% (11510/35840) 280/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s233ms | Loss: 2.629 | Acc: 32.134% (11558/35968) 281/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s273ms | Loss: 2.628 | Acc: 32.145% (11603/36096) 282/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s313ms | Loss: 2.627 | Acc: 32.155% (11648/36224) 283/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s353ms | Loss: 2.627 | Acc: 32.147% (11686/36352) 284/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s394ms | Loss: 2.626 | Acc: 32.160% (11732/36480) 285/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s434ms | Loss: 2.625 | Acc: 32.195% (11786/36608) 286/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s474ms | Loss: 2.624 | Acc: 32.219% (11836/36736) 287/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s514ms | Loss: 2.624 | Acc: 32.240% (11885/36864) 288/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s555ms | Loss: 2.624 | Acc: 32.231% (11923/36992) 289/391 
 [================================================>................]  Step: 40ms | Tot: 11s595ms | Loss: 2.624 | Acc: 32.228% (11963/37120) 290/391 
 [================================================>................]  Step: 40ms | Tot: 11s635ms | Loss: 2.623 | Acc: 32.254% (12014/37248) 291/391 
 [================================================>................]  Step: 40ms | Tot: 11s676ms | Loss: 2.622 | Acc: 32.291% (12069/37376) 292/391 
 [================================================>................]  Step: 40ms | Tot: 11s716ms | Loss: 2.623 | Acc: 32.287% (12109/37504) 293/391 
 [================================================>................]  Step: 40ms | Tot: 11s756ms | Loss: 2.622 | Acc: 32.324% (12164/37632) 294/391 
 [================================================>................]  Step: 40ms | Tot: 11s797ms | Loss: 2.621 | Acc: 32.336% (12210/37760) 295/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s837ms | Loss: 2.620 | Acc: 32.382% (12269/37888) 296/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s877ms | Loss: 2.619 | Acc: 32.405% (12319/38016) 297/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s918ms | Loss: 2.619 | Acc: 32.406% (12361/38144) 298/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s958ms | Loss: 2.619 | Acc: 32.408% (12403/38272) 299/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s998ms | Loss: 2.618 | Acc: 32.398% (12441/38400) 300/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s39ms | Loss: 2.617 | Acc: 32.415% (12489/38528) 301/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s79ms | Loss: 2.616 | Acc: 32.453% (12545/38656) 302/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s119ms | Loss: 2.614 | Acc: 32.470% (12593/38784) 303/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s159ms | Loss: 2.613 | Acc: 32.481% (12639/38912) 304/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s199ms | Loss: 2.613 | Acc: 32.508% (12691/39040) 305/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s240ms | Loss: 2.612 | Acc: 32.524% (12739/39168) 306/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s280ms | Loss: 2.611 | Acc: 32.517% (12778/39296) 307/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s320ms | Loss: 2.611 | Acc: 32.536% (12827/39424) 308/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s360ms | Loss: 2.610 | Acc: 32.542% (12871/39552) 309/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s400ms | Loss: 2.610 | Acc: 32.548% (12915/39680) 310/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s441ms | Loss: 2.609 | Acc: 32.586% (12972/39808) 311/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s481ms | Loss: 2.608 | Acc: 32.597% (13018/39936) 312/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s521ms | Loss: 2.607 | Acc: 32.600% (13061/40064) 313/391 
 [====================================================>............]  Step: 40ms | Tot: 12s561ms | Loss: 2.606 | Acc: 32.621% (13111/40192) 314/391 
 [====================================================>............]  Step: 40ms | Tot: 12s601ms | Loss: 2.606 | Acc: 32.622% (13153/40320) 315/391 
 [====================================================>............]  Step: 39ms | Tot: 12s641ms | Loss: 2.606 | Acc: 32.617% (13193/40448) 316/391 
 [====================================================>............]  Step: 40ms | Tot: 12s681ms | Loss: 2.606 | Acc: 32.598% (13227/40576) 317/391 
 [====================================================>............]  Step: 39ms | Tot: 12s721ms | Loss: 2.606 | Acc: 32.596% (13268/40704) 318/391 
 [====================================================>............]  Step: 39ms | Tot: 12s761ms | Loss: 2.605 | Acc: 32.599% (13311/40832) 319/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s801ms | Loss: 2.605 | Acc: 32.625% (13363/40960) 320/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s841ms | Loss: 2.605 | Acc: 32.620% (13403/41088) 321/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s881ms | Loss: 2.604 | Acc: 32.650% (13457/41216) 322/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s922ms | Loss: 2.603 | Acc: 32.660% (13503/41344) 323/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s962ms | Loss: 2.603 | Acc: 32.663% (13546/41472) 324/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s2ms | Loss: 2.602 | Acc: 32.688% (13598/41600) 325/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s43ms | Loss: 2.601 | Acc: 32.714% (13651/41728) 326/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s83ms | Loss: 2.601 | Acc: 32.734% (13701/41856) 327/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s123ms | Loss: 2.600 | Acc: 32.758% (13753/41984) 328/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s164ms | Loss: 2.600 | Acc: 32.767% (13799/42112) 329/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s204ms | Loss: 2.599 | Acc: 32.763% (13839/42240) 330/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s244ms | Loss: 2.598 | Acc: 32.796% (13895/42368) 331/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s284ms | Loss: 2.598 | Acc: 32.824% (13949/42496) 332/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s325ms | Loss: 2.598 | Acc: 32.834% (13995/42624) 333/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s365ms | Loss: 2.598 | Acc: 32.838% (14039/42752) 334/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s405ms | Loss: 2.598 | Acc: 32.847% (14085/42880) 335/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s446ms | Loss: 2.597 | Acc: 32.840% (14124/43008) 336/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s486ms | Loss: 2.596 | Acc: 32.864% (14176/43136) 337/391 
 [========================================================>........]  Step: 40ms | Tot: 13s526ms | Loss: 2.596 | Acc: 32.889% (14229/43264) 338/391 
 [========================================================>........]  Step: 40ms | Tot: 13s566ms | Loss: 2.595 | Acc: 32.912% (14281/43392) 339/391 
 [========================================================>........]  Step: 40ms | Tot: 13s607ms | Loss: 2.594 | Acc: 32.927% (14330/43520) 340/391 
 [========================================================>........]  Step: 40ms | Tot: 13s647ms | Loss: 2.593 | Acc: 32.959% (14386/43648) 341/391 
 [========================================================>........]  Step: 40ms | Tot: 13s687ms | Loss: 2.593 | Acc: 32.950% (14424/43776) 342/391 
 [========================================================>........]  Step: 40ms | Tot: 13s728ms | Loss: 2.593 | Acc: 32.947% (14465/43904) 343/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s768ms | Loss: 2.592 | Acc: 32.962% (14514/44032) 344/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s808ms | Loss: 2.592 | Acc: 32.957% (14554/44160) 345/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s848ms | Loss: 2.592 | Acc: 32.957% (14596/44288) 346/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s889ms | Loss: 2.591 | Acc: 32.975% (14646/44416) 347/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s929ms | Loss: 2.591 | Acc: 32.963% (14683/44544) 348/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s969ms | Loss: 2.591 | Acc: 32.960% (14724/44672) 349/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s9ms | Loss: 2.591 | Acc: 32.960% (14766/44800) 350/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s49ms | Loss: 2.592 | Acc: 32.937% (14798/44928) 351/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s90ms | Loss: 2.592 | Acc: 32.943% (14843/45056) 352/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s130ms | Loss: 2.590 | Acc: 32.959% (14892/45184) 353/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s170ms | Loss: 2.590 | Acc: 32.967% (14938/45312) 354/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s211ms | Loss: 2.590 | Acc: 32.975% (14984/45440) 355/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s251ms | Loss: 2.589 | Acc: 32.988% (15032/45568) 356/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s291ms | Loss: 2.589 | Acc: 32.994% (15077/45696) 357/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s331ms | Loss: 2.588 | Acc: 32.998% (15121/45824) 358/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s371ms | Loss: 2.588 | Acc: 33.000% (15164/45952) 359/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s411ms | Loss: 2.586 | Acc: 33.038% (15224/46080) 360/391 
 [===========================================================>.....]  Step: 39ms | Tot: 14s451ms | Loss: 2.586 | Acc: 33.046% (15270/46208) 361/391 
 [============================================================>....]  Step: 39ms | Tot: 14s491ms | Loss: 2.586 | Acc: 33.037% (15308/46336) 362/391 
 [============================================================>....]  Step: 40ms | Tot: 14s531ms | Loss: 2.586 | Acc: 33.047% (15355/46464) 363/391 
 [============================================================>....]  Step: 39ms | Tot: 14s571ms | Loss: 2.585 | Acc: 33.064% (15405/46592) 364/391 
 [============================================================>....]  Step: 40ms | Tot: 14s611ms | Loss: 2.585 | Acc: 33.074% (15452/46720) 365/391 
 [============================================================>....]  Step: 40ms | Tot: 14s652ms | Loss: 2.584 | Acc: 33.096% (15505/46848) 366/391 
 [============================================================>....]  Step: 39ms | Tot: 14s692ms | Loss: 2.584 | Acc: 33.108% (15553/46976) 367/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s732ms | Loss: 2.584 | Acc: 33.116% (15599/47104) 368/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s772ms | Loss: 2.583 | Acc: 33.117% (15642/47232) 369/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s812ms | Loss: 2.583 | Acc: 33.112% (15682/47360) 370/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s852ms | Loss: 2.582 | Acc: 33.137% (15736/47488) 371/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s893ms | Loss: 2.581 | Acc: 33.149% (15784/47616) 372/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s933ms | Loss: 2.581 | Acc: 33.162% (15833/47744) 373/391 
 [==============================================================>..]  Step: 40ms | Tot: 14s973ms | Loss: 2.580 | Acc: 33.174% (15881/47872) 374/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s13ms | Loss: 2.579 | Acc: 33.190% (15931/48000) 375/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s54ms | Loss: 2.578 | Acc: 33.197% (15977/48128) 376/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s94ms | Loss: 2.578 | Acc: 33.217% (16029/48256) 377/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s134ms | Loss: 2.577 | Acc: 33.238% (16082/48384) 378/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s175ms | Loss: 2.577 | Acc: 33.245% (16128/48512) 379/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s215ms | Loss: 2.577 | Acc: 33.232% (16164/48640) 380/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s255ms | Loss: 2.576 | Acc: 33.257% (16219/48768) 381/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s296ms | Loss: 2.576 | Acc: 33.258% (16262/48896) 382/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s336ms | Loss: 2.576 | Acc: 33.255% (16303/49024) 383/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s376ms | Loss: 2.575 | Acc: 33.274% (16355/49152) 384/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s417ms | Loss: 2.575 | Acc: 33.271% (16396/49280) 385/391 
 [================================================================>]  Step: 40ms | Tot: 15s457ms | Loss: 2.574 | Acc: 33.286% (16446/49408) 386/391 
 [================================================================>]  Step: 42ms | Tot: 15s500ms | Loss: 2.573 | Acc: 33.303% (16497/49536) 387/391 
 [================================================================>]  Step: 40ms | Tot: 15s540ms | Loss: 2.573 | Acc: 33.314% (16545/49664) 388/391 
 [================================================================>]  Step: 40ms | Tot: 15s580ms | Loss: 2.573 | Acc: 33.301% (16581/49792) 389/391 
 [================================================================>]  Step: 40ms | Tot: 15s620ms | Loss: 2.574 | Acc: 33.293% (16620/49920) 390/391 
 [================================================================>]  Step: 29ms | Tot: 15s649ms | Loss: 2.573 | Acc: 33.300% (16650/50000) 391/391 
 [>................................................................]  Step: 142ms | Tot: 0ms | Loss: 2.796 | Acc: 26.000% (26/100)    1/100 
 [>................................................................]  Step: 10ms | Tot: 10ms | Loss: 2.681 | Acc: 30.500% (61/200)    2/100 
 [=>...............................................................]  Step: 12ms | Tot: 23ms | Loss: 2.657 | Acc: 31.667% (95/300)    3/100 
 [=>...............................................................]  Step: 10ms | Tot: 33ms | Loss: 2.653 | Acc: 32.500% (130/400)   4/100 
 [==>..............................................................]  Step: 12ms | Tot: 46ms | Loss: 2.738 | Acc: 30.600% (153/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 56ms | Loss: 2.782 | Acc: 30.500% (183/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 67ms | Loss: 2.778 | Acc: 30.000% (210/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 78ms | Loss: 2.746 | Acc: 29.875% (239/800)   8/100 
 [=====>...........................................................]  Step: 10ms | Tot: 89ms | Loss: 2.753 | Acc: 30.111% (271/900)   9/100 
 [=====>...........................................................]  Step: 10ms | Tot: 99ms | Loss: 2.734 | Acc: 30.700% (307/1000)  10/100 
 [======>..........................................................]  Step: 10ms | Tot: 110ms | Loss: 2.745 | Acc: 29.727% (327/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 121ms | Loss: 2.750 | Acc: 29.667% (356/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 132ms | Loss: 2.757 | Acc: 29.615% (385/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 143ms | Loss: 2.754 | Acc: 30.071% (421/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 154ms | Loss: 2.748 | Acc: 30.067% (451/1500) 15/100 
 [=========>.......................................................]  Step: 10ms | Tot: 165ms | Loss: 2.754 | Acc: 29.812% (477/1600) 16/100 
 [==========>......................................................]  Step: 10ms | Tot: 176ms | Loss: 2.750 | Acc: 29.882% (508/1700) 17/100 
 [===========>.....................................................]  Step: 10ms | Tot: 187ms | Loss: 2.763 | Acc: 29.722% (535/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 198ms | Loss: 2.752 | Acc: 30.053% (571/1900) 19/100 
 [============>....................................................]  Step: 10ms | Tot: 209ms | Loss: 2.752 | Acc: 29.950% (599/2000) 20/100 
 [=============>...................................................]  Step: 10ms | Tot: 220ms | Loss: 2.748 | Acc: 29.857% (627/2100) 21/100 
 [=============>...................................................]  Step: 10ms | Tot: 231ms | Loss: 2.752 | Acc: 29.773% (655/2200) 22/100 
 [==============>..................................................]  Step: 10ms | Tot: 242ms | Loss: 2.745 | Acc: 30.261% (696/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 253ms | Loss: 2.744 | Acc: 30.083% (722/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 263ms | Loss: 2.746 | Acc: 30.240% (756/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 274ms | Loss: 2.741 | Acc: 30.346% (789/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 285ms | Loss: 2.743 | Acc: 30.222% (816/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 297ms | Loss: 2.738 | Acc: 30.321% (849/2800) 28/100 
 [==================>..............................................]  Step: 10ms | Tot: 308ms | Loss: 2.739 | Acc: 30.241% (877/2900) 29/100 
 [==================>..............................................]  Step: 10ms | Tot: 318ms | Loss: 2.747 | Acc: 29.900% (897/3000) 30/100 
 [===================>.............................................]  Step: 10ms | Tot: 329ms | Loss: 2.755 | Acc: 29.581% (917/3100) 31/100 
 [====================>............................................]  Step: 10ms | Tot: 340ms | Loss: 2.754 | Acc: 29.531% (945/3200) 32/100 
 [====================>............................................]  Step: 10ms | Tot: 351ms | Loss: 2.756 | Acc: 29.424% (971/3300) 33/100 
 [=====================>...........................................]  Step: 10ms | Tot: 362ms | Loss: 2.756 | Acc: 29.471% (1002/3400) 34/100 
 [======================>..........................................]  Step: 10ms | Tot: 373ms | Loss: 2.755 | Acc: 29.543% (1034/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 384ms | Loss: 2.755 | Acc: 29.639% (1067/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 395ms | Loss: 2.750 | Acc: 29.622% (1096/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 406ms | Loss: 2.740 | Acc: 29.868% (1135/3800) 38/100 
 [========================>........................................]  Step: 10ms | Tot: 417ms | Loss: 2.743 | Acc: 29.692% (1158/3900) 39/100 
 [=========================>.......................................]  Step: 10ms | Tot: 428ms | Loss: 2.742 | Acc: 29.725% (1189/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 439ms | Loss: 2.743 | Acc: 29.854% (1224/4100) 41/100 
 [==========================>......................................]  Step: 10ms | Tot: 450ms | Loss: 2.742 | Acc: 29.738% (1249/4200) 42/100 
 [===========================>.....................................]  Step: 10ms | Tot: 461ms | Loss: 2.742 | Acc: 29.767% (1280/4300) 43/100 
 [===========================>.....................................]  Step: 10ms | Tot: 472ms | Loss: 2.745 | Acc: 29.682% (1306/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 483ms | Loss: 2.738 | Acc: 29.800% (1341/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 494ms | Loss: 2.740 | Acc: 29.696% (1366/4600) 46/100 
 [=============================>...................................]  Step: 10ms | Tot: 505ms | Loss: 2.745 | Acc: 29.702% (1396/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 516ms | Loss: 2.751 | Acc: 29.521% (1417/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 527ms | Loss: 2.763 | Acc: 29.429% (1442/4900) 49/100 
 [===============================>.................................]  Step: 10ms | Tot: 538ms | Loss: 2.761 | Acc: 29.480% (1474/5000) 50/100 
 [================================>................................]  Step: 10ms | Tot: 549ms | Loss: 2.760 | Acc: 29.529% (1506/5100) 51/100 
 [=================================>...............................]  Step: 10ms | Tot: 560ms | Loss: 2.762 | Acc: 29.519% (1535/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 571ms | Loss: 2.759 | Acc: 29.528% (1565/5300) 53/100 
 [==================================>..............................]  Step: 10ms | Tot: 582ms | Loss: 2.753 | Acc: 29.630% (1600/5400) 54/100 
 [===================================>.............................]  Step: 10ms | Tot: 593ms | Loss: 2.759 | Acc: 29.509% (1623/5500) 55/100 
 [===================================>.............................]  Step: 10ms | Tot: 604ms | Loss: 2.757 | Acc: 29.554% (1655/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 615ms | Loss: 2.751 | Acc: 29.737% (1695/5700) 57/100 
 [=====================================>...........................]  Step: 10ms | Tot: 626ms | Loss: 2.755 | Acc: 29.690% (1722/5800) 58/100 
 [=====================================>...........................]  Step: 10ms | Tot: 637ms | Loss: 2.752 | Acc: 29.746% (1755/5900) 59/100 
 [======================================>..........................]  Step: 10ms | Tot: 648ms | Loss: 2.757 | Acc: 29.650% (1779/6000) 60/100 
 [=======================================>.........................]  Step: 10ms | Tot: 658ms | Loss: 2.757 | Acc: 29.590% (1805/6100) 61/100 
 [=======================================>.........................]  Step: 10ms | Tot: 669ms | Loss: 2.757 | Acc: 29.565% (1833/6200) 62/100 
 [========================================>........................]  Step: 10ms | Tot: 680ms | Loss: 2.757 | Acc: 29.540% (1861/6300) 63/100 
 [========================================>........................]  Step: 10ms | Tot: 691ms | Loss: 2.753 | Acc: 29.656% (1898/6400) 64/100 
 [=========================================>.......................]  Step: 10ms | Tot: 702ms | Loss: 2.751 | Acc: 29.646% (1927/6500) 65/100 
 [==========================================>......................]  Step: 10ms | Tot: 713ms | Loss: 2.753 | Acc: 29.591% (1953/6600) 66/100 
 [==========================================>......................]  Step: 10ms | Tot: 724ms | Loss: 2.751 | Acc: 29.657% (1987/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 735ms | Loss: 2.753 | Acc: 29.632% (2015/6800) 68/100 
 [============================================>....................]  Step: 10ms | Tot: 746ms | Loss: 2.751 | Acc: 29.681% (2048/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 757ms | Loss: 2.749 | Acc: 29.729% (2081/7000) 70/100 
 [=============================================>...................]  Step: 10ms | Tot: 768ms | Loss: 2.753 | Acc: 29.648% (2105/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 779ms | Loss: 2.755 | Acc: 29.639% (2134/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 790ms | Loss: 2.755 | Acc: 29.644% (2164/7300) 73/100 
 [===============================================>.................]  Step: 10ms | Tot: 801ms | Loss: 2.754 | Acc: 29.608% (2191/7400) 74/100 
 [================================================>................]  Step: 10ms | Tot: 812ms | Loss: 2.753 | Acc: 29.680% (2226/7500) 75/100 
 [================================================>................]  Step: 10ms | Tot: 823ms | Loss: 2.753 | Acc: 29.684% (2256/7600) 76/100 
 [=================================================>...............]  Step: 10ms | Tot: 833ms | Loss: 2.756 | Acc: 29.753% (2291/7700) 77/100 
 [==================================================>..............]  Step: 10ms | Tot: 844ms | Loss: 2.759 | Acc: 29.667% (2314/7800) 78/100 
 [==================================================>..............]  Step: 10ms | Tot: 855ms | Loss: 2.762 | Acc: 29.595% (2338/7900) 79/100 
 [===================================================>.............]  Step: 10ms | Tot: 866ms | Loss: 2.760 | Acc: 29.650% (2372/8000) 80/100 
 [====================================================>............]  Step: 10ms | Tot: 877ms | Loss: 2.763 | Acc: 29.605% (2398/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 888ms | Loss: 2.765 | Acc: 29.622% (2429/8200) 82/100 
 [=====================================================>...........]  Step: 10ms | Tot: 899ms | Loss: 2.762 | Acc: 29.663% (2462/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 910ms | Loss: 2.761 | Acc: 29.750% (2499/8400) 84/100 
 [======================================================>..........]  Step: 10ms | Tot: 921ms | Loss: 2.759 | Acc: 29.847% (2537/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 932ms | Loss: 2.756 | Acc: 29.942% (2575/8600) 86/100 
 [=======================================================>.........]  Step: 10ms | Tot: 943ms | Loss: 2.755 | Acc: 29.920% (2603/8700) 87/100 
 [========================================================>........]  Step: 10ms | Tot: 954ms | Loss: 2.754 | Acc: 30.000% (2640/8800) 88/100 
 [=========================================================>.......]  Step: 10ms | Tot: 965ms | Loss: 2.755 | Acc: 30.034% (2673/8900) 89/100 
 [=========================================================>.......]  Step: 10ms | Tot: 976ms | Loss: 2.754 | Acc: 30.033% (2703/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 987ms | Loss: 2.755 | Acc: 30.000% (2730/9100) 91/100 
 [===========================================================>.....]  Step: 10ms | Tot: 998ms | Loss: 2.756 | Acc: 29.957% (2756/9200) 92/100 
 [===========================================================>.....]  Step: 10ms | Tot: 1s9ms | Loss: 2.756 | Acc: 29.968% (2787/9300) 93/100 
 [============================================================>....]  Step: 10ms | Tot: 1s20ms | Loss: 2.758 | Acc: 29.926% (2813/9400) 94/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s31ms | Loss: 2.760 | Acc: 29.884% (2839/9500) 95/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s42ms | Loss: 2.759 | Acc: 29.885% (2869/9600) 96/100 
 [==============================================================>..]  Step: 10ms | Tot: 1s52ms | Loss: 2.759 | Acc: 29.887% (2899/9700) 97/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s63ms | Loss: 2.757 | Acc: 29.929% (2933/9800) 98/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s74ms | Loss: 2.756 | Acc: 29.909% (2961/9900) 99/100 
 [================================================================>]  Step: 10ms | Tot: 1s85ms | Loss: 2.754 | Acc: 29.930% (2993/10000) 100/100 
Saving..

Epoch: 4
 [>................................................................]  Step: 344ms | Tot: 0ms | Loss: 2.436 | Acc: 41.406% (53/128)    1/391 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 2.389 | Acc: 41.797% (107/256)   2/391 
 [>................................................................]  Step: 40ms | Tot: 81ms | Loss: 2.341 | Acc: 40.104% (154/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 122ms | Loss: 2.330 | Acc: 39.648% (203/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 162ms | Loss: 2.312 | Acc: 40.312% (258/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 203ms | Loss: 2.308 | Acc: 38.932% (299/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 243ms | Loss: 2.285 | Acc: 38.951% (349/896)  7/391 
 [=>...............................................................]  Step: 40ms | Tot: 284ms | Loss: 2.303 | Acc: 38.379% (393/1024) 8/391 
 [=>...............................................................]  Step: 40ms | Tot: 324ms | Loss: 2.313 | Acc: 37.847% (436/1152) 9/391 
 [=>...............................................................]  Step: 40ms | Tot: 365ms | Loss: 2.310 | Acc: 37.891% (485/1280) 10/391 
 [=>...............................................................]  Step: 40ms | Tot: 405ms | Loss: 2.300 | Acc: 38.707% (545/1408) 11/391 
 [=>...............................................................]  Step: 40ms | Tot: 446ms | Loss: 2.305 | Acc: 38.672% (594/1536) 12/391 
 [=>...............................................................]  Step: 40ms | Tot: 487ms | Loss: 2.322 | Acc: 38.401% (639/1664) 13/391 
 [==>..............................................................]  Step: 40ms | Tot: 527ms | Loss: 2.314 | Acc: 38.560% (691/1792) 14/391 
 [==>..............................................................]  Step: 40ms | Tot: 568ms | Loss: 2.319 | Acc: 38.229% (734/1920) 15/391 
 [==>..............................................................]  Step: 40ms | Tot: 608ms | Loss: 2.341 | Acc: 38.037% (779/2048) 16/391 
 [==>..............................................................]  Step: 40ms | Tot: 648ms | Loss: 2.335 | Acc: 38.235% (832/2176) 17/391 
 [==>..............................................................]  Step: 40ms | Tot: 689ms | Loss: 2.336 | Acc: 38.325% (883/2304) 18/391 
 [==>..............................................................]  Step: 40ms | Tot: 729ms | Loss: 2.344 | Acc: 38.281% (931/2432) 19/391 
 [===>.............................................................]  Step: 40ms | Tot: 770ms | Loss: 2.342 | Acc: 38.203% (978/2560) 20/391 
 [===>.............................................................]  Step: 40ms | Tot: 810ms | Loss: 2.351 | Acc: 38.170% (1026/2688) 21/391 
 [===>.............................................................]  Step: 40ms | Tot: 851ms | Loss: 2.351 | Acc: 37.997% (1070/2816) 22/391 
 [===>.............................................................]  Step: 40ms | Tot: 891ms | Loss: 2.349 | Acc: 37.976% (1118/2944) 23/391 
 [===>.............................................................]  Step: 40ms | Tot: 931ms | Loss: 2.347 | Acc: 37.858% (1163/3072) 24/391 
 [===>.............................................................]  Step: 40ms | Tot: 972ms | Loss: 2.347 | Acc: 37.906% (1213/3200) 25/391 
 [====>............................................................]  Step: 40ms | Tot: 1s12ms | Loss: 2.350 | Acc: 37.800% (1258/3328) 26/391 
 [====>............................................................]  Step: 40ms | Tot: 1s53ms | Loss: 2.356 | Acc: 37.558% (1298/3456) 27/391 
 [====>............................................................]  Step: 40ms | Tot: 1s93ms | Loss: 2.353 | Acc: 37.528% (1345/3584) 28/391 
 [====>............................................................]  Step: 40ms | Tot: 1s134ms | Loss: 2.354 | Acc: 37.527% (1393/3712) 29/391 
 [====>............................................................]  Step: 40ms | Tot: 1s174ms | Loss: 2.349 | Acc: 37.682% (1447/3840) 30/391 
 [====>............................................................]  Step: 40ms | Tot: 1s215ms | Loss: 2.343 | Acc: 37.802% (1500/3968) 31/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s255ms | Loss: 2.342 | Acc: 37.695% (1544/4096) 32/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s296ms | Loss: 2.346 | Acc: 37.642% (1590/4224) 33/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s336ms | Loss: 2.352 | Acc: 37.523% (1633/4352) 34/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s377ms | Loss: 2.354 | Acc: 37.411% (1676/4480) 35/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s417ms | Loss: 2.356 | Acc: 37.218% (1715/4608) 36/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s458ms | Loss: 2.351 | Acc: 37.416% (1772/4736) 37/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s498ms | Loss: 2.345 | Acc: 37.479% (1823/4864) 38/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s539ms | Loss: 2.340 | Acc: 37.600% (1877/4992) 39/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s579ms | Loss: 2.335 | Acc: 37.734% (1932/5120) 40/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s619ms | Loss: 2.333 | Acc: 37.786% (1983/5248) 41/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s660ms | Loss: 2.333 | Acc: 37.798% (2032/5376) 42/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s700ms | Loss: 2.336 | Acc: 37.718% (2076/5504) 43/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s741ms | Loss: 2.333 | Acc: 37.855% (2132/5632) 44/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s781ms | Loss: 2.333 | Acc: 37.865% (2181/5760) 45/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s822ms | Loss: 2.332 | Acc: 37.908% (2232/5888) 46/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s862ms | Loss: 2.326 | Acc: 38.098% (2292/6016) 47/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s903ms | Loss: 2.323 | Acc: 38.070% (2339/6144) 48/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s943ms | Loss: 2.316 | Acc: 38.265% (2400/6272) 49/391 
 [========>........................................................]  Step: 40ms | Tot: 1s984ms | Loss: 2.319 | Acc: 38.188% (2444/6400) 50/391 
 [========>........................................................]  Step: 40ms | Tot: 2s24ms | Loss: 2.319 | Acc: 38.189% (2493/6528) 51/391 
 [========>........................................................]  Step: 40ms | Tot: 2s64ms | Loss: 2.320 | Acc: 38.221% (2544/6656) 52/391 
 [========>........................................................]  Step: 40ms | Tot: 2s105ms | Loss: 2.321 | Acc: 38.208% (2592/6784) 53/391 
 [========>........................................................]  Step: 40ms | Tot: 2s146ms | Loss: 2.321 | Acc: 38.209% (2641/6912) 54/391 
 [========>........................................................]  Step: 40ms | Tot: 2s186ms | Loss: 2.320 | Acc: 38.196% (2689/7040) 55/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s227ms | Loss: 2.324 | Acc: 38.156% (2735/7168) 56/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s267ms | Loss: 2.325 | Acc: 38.076% (2778/7296) 57/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s308ms | Loss: 2.328 | Acc: 37.958% (2818/7424) 58/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s349ms | Loss: 2.329 | Acc: 37.858% (2859/7552) 59/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s389ms | Loss: 2.328 | Acc: 37.943% (2914/7680) 60/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s430ms | Loss: 2.330 | Acc: 37.795% (2951/7808) 61/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s470ms | Loss: 2.330 | Acc: 37.664% (2989/7936) 62/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s510ms | Loss: 2.335 | Acc: 37.550% (3028/8064) 63/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s551ms | Loss: 2.328 | Acc: 37.756% (3093/8192) 64/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s591ms | Loss: 2.327 | Acc: 37.752% (3141/8320) 65/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s632ms | Loss: 2.328 | Acc: 37.760% (3190/8448) 66/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s672ms | Loss: 2.326 | Acc: 37.826% (3244/8576) 67/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s713ms | Loss: 2.326 | Acc: 37.741% (3285/8704) 68/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s753ms | Loss: 2.325 | Acc: 37.806% (3339/8832) 69/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s794ms | Loss: 2.324 | Acc: 37.846% (3391/8960) 70/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s834ms | Loss: 2.324 | Acc: 37.819% (3437/9088) 71/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s875ms | Loss: 2.324 | Acc: 37.901% (3493/9216) 72/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s915ms | Loss: 2.329 | Acc: 37.842% (3536/9344) 73/391 
 [============>....................................................]  Step: 40ms | Tot: 2s955ms | Loss: 2.329 | Acc: 37.806% (3581/9472) 74/391 
 [============>....................................................]  Step: 40ms | Tot: 2s996ms | Loss: 2.329 | Acc: 37.792% (3628/9600) 75/391 
 [============>....................................................]  Step: 40ms | Tot: 3s36ms | Loss: 2.330 | Acc: 37.860% (3683/9728) 76/391 
 [============>....................................................]  Step: 40ms | Tot: 3s77ms | Loss: 2.331 | Acc: 37.764% (3722/9856) 77/391 
 [============>....................................................]  Step: 40ms | Tot: 3s117ms | Loss: 2.330 | Acc: 37.780% (3772/9984) 78/391 
 [============>....................................................]  Step: 40ms | Tot: 3s158ms | Loss: 2.331 | Acc: 37.767% (3819/10112) 79/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s198ms | Loss: 2.332 | Acc: 37.754% (3866/10240) 80/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s238ms | Loss: 2.333 | Acc: 37.731% (3912/10368) 81/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s279ms | Loss: 2.328 | Acc: 37.843% (3972/10496) 82/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s319ms | Loss: 2.330 | Acc: 37.811% (4017/10624) 83/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s359ms | Loss: 2.331 | Acc: 37.751% (4059/10752) 84/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s400ms | Loss: 2.328 | Acc: 37.812% (4114/10880) 85/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s440ms | Loss: 2.329 | Acc: 37.863% (4168/11008) 86/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s480ms | Loss: 2.330 | Acc: 37.787% (4208/11136) 87/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s521ms | Loss: 2.326 | Acc: 37.917% (4271/11264) 88/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s561ms | Loss: 2.325 | Acc: 37.965% (4325/11392) 89/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s601ms | Loss: 2.327 | Acc: 37.960% (4373/11520) 90/391 
 [==============>..................................................]  Step: 39ms | Tot: 3s641ms | Loss: 2.325 | Acc: 37.998% (4426/11648) 91/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s681ms | Loss: 2.326 | Acc: 37.967% (4471/11776) 92/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s722ms | Loss: 2.324 | Acc: 38.004% (4524/11904) 93/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s762ms | Loss: 2.321 | Acc: 38.049% (4578/12032) 94/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s802ms | Loss: 2.320 | Acc: 38.026% (4624/12160) 95/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s842ms | Loss: 2.321 | Acc: 38.118% (4684/12288) 96/391 
 [===============>.................................................]  Step: 39ms | Tot: 3s882ms | Loss: 2.318 | Acc: 38.201% (4743/12416) 97/391 
 [================>................................................]  Step: 40ms | Tot: 3s922ms | Loss: 2.319 | Acc: 38.138% (4784/12544) 98/391 
 [================>................................................]  Step: 40ms | Tot: 3s963ms | Loss: 2.317 | Acc: 38.202% (4841/12672) 99/391 
 [================>................................................]  Step: 40ms | Tot: 4s3ms | Loss: 2.313 | Acc: 38.289% (4901/12800) 100/391 
 [================>................................................]  Step: 40ms | Tot: 4s43ms | Loss: 2.313 | Acc: 38.297% (4951/12928) 101/391 
 [================>................................................]  Step: 40ms | Tot: 4s84ms | Loss: 2.314 | Acc: 38.228% (4991/13056) 102/391 
 [================>................................................]  Step: 40ms | Tot: 4s124ms | Loss: 2.316 | Acc: 38.213% (5038/13184) 103/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s164ms | Loss: 2.316 | Acc: 38.259% (5093/13312) 104/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s205ms | Loss: 2.315 | Acc: 38.274% (5144/13440) 105/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s245ms | Loss: 2.313 | Acc: 38.392% (5209/13568) 106/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s285ms | Loss: 2.312 | Acc: 38.398% (5259/13696) 107/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s325ms | Loss: 2.312 | Acc: 38.375% (5305/13824) 108/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s366ms | Loss: 2.312 | Acc: 38.382% (5355/13952) 109/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s406ms | Loss: 2.311 | Acc: 38.395% (5406/14080) 110/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s447ms | Loss: 2.310 | Acc: 38.464% (5465/14208) 111/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s487ms | Loss: 2.311 | Acc: 38.504% (5520/14336) 112/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s527ms | Loss: 2.309 | Acc: 38.620% (5586/14464) 113/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s567ms | Loss: 2.311 | Acc: 38.562% (5627/14592) 114/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s608ms | Loss: 2.309 | Acc: 38.546% (5674/14720) 115/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s648ms | Loss: 2.308 | Acc: 38.530% (5721/14848) 116/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s689ms | Loss: 2.307 | Acc: 38.555% (5774/14976) 117/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s729ms | Loss: 2.307 | Acc: 38.533% (5820/15104) 118/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s769ms | Loss: 2.306 | Acc: 38.596% (5879/15232) 119/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s809ms | Loss: 2.306 | Acc: 38.594% (5928/15360) 120/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s850ms | Loss: 2.304 | Acc: 38.630% (5983/15488) 121/391 
 [====================>............................................]  Step: 40ms | Tot: 4s890ms | Loss: 2.304 | Acc: 38.653% (6036/15616) 122/391 
 [====================>............................................]  Step: 40ms | Tot: 4s930ms | Loss: 2.303 | Acc: 38.656% (6086/15744) 123/391 
 [====================>............................................]  Step: 40ms | Tot: 4s971ms | Loss: 2.303 | Acc: 38.634% (6132/15872) 124/391 
 [====================>............................................]  Step: 40ms | Tot: 5s11ms | Loss: 2.301 | Acc: 38.663% (6186/16000) 125/391 
 [====================>............................................]  Step: 40ms | Tot: 5s51ms | Loss: 2.301 | Acc: 38.622% (6229/16128) 126/391 
 [====================>............................................]  Step: 40ms | Tot: 5s92ms | Loss: 2.300 | Acc: 38.663% (6285/16256) 127/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s132ms | Loss: 2.298 | Acc: 38.690% (6339/16384) 128/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s172ms | Loss: 2.296 | Acc: 38.778% (6403/16512) 129/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s212ms | Loss: 2.296 | Acc: 38.756% (6449/16640) 130/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s253ms | Loss: 2.297 | Acc: 38.729% (6494/16768) 131/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s293ms | Loss: 2.297 | Acc: 38.761% (6549/16896) 132/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s333ms | Loss: 2.297 | Acc: 38.757% (6598/17024) 133/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s373ms | Loss: 2.296 | Acc: 38.771% (6650/17152) 134/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s414ms | Loss: 2.296 | Acc: 38.744% (6695/17280) 135/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s454ms | Loss: 2.294 | Acc: 38.810% (6756/17408) 136/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s494ms | Loss: 2.293 | Acc: 38.840% (6811/17536) 137/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s535ms | Loss: 2.293 | Acc: 38.847% (6862/17664) 138/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s575ms | Loss: 2.291 | Acc: 38.905% (6922/17792) 139/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s615ms | Loss: 2.291 | Acc: 38.912% (6973/17920) 140/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s656ms | Loss: 2.289 | Acc: 38.930% (7026/18048) 141/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s696ms | Loss: 2.290 | Acc: 38.914% (7073/18176) 142/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s736ms | Loss: 2.290 | Acc: 38.931% (7126/18304) 143/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s776ms | Loss: 2.289 | Acc: 38.938% (7177/18432) 144/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s817ms | Loss: 2.288 | Acc: 38.955% (7230/18560) 145/391 
 [========================>........................................]  Step: 40ms | Tot: 5s857ms | Loss: 2.288 | Acc: 38.977% (7284/18688) 146/391 
 [========================>........................................]  Step: 40ms | Tot: 5s897ms | Loss: 2.289 | Acc: 38.977% (7334/18816) 147/391 
 [========================>........................................]  Step: 40ms | Tot: 5s938ms | Loss: 2.289 | Acc: 38.983% (7385/18944) 148/391 
 [========================>........................................]  Step: 40ms | Tot: 5s978ms | Loss: 2.289 | Acc: 38.994% (7437/19072) 149/391 
 [========================>........................................]  Step: 40ms | Tot: 6s18ms | Loss: 2.288 | Acc: 39.036% (7495/19200) 150/391 
 [========================>........................................]  Step: 40ms | Tot: 6s59ms | Loss: 2.288 | Acc: 39.047% (7547/19328) 151/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s99ms | Loss: 2.288 | Acc: 39.093% (7606/19456) 152/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s139ms | Loss: 2.286 | Acc: 39.149% (7667/19584) 153/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s179ms | Loss: 2.287 | Acc: 39.149% (7717/19712) 154/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s220ms | Loss: 2.286 | Acc: 39.173% (7772/19840) 155/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s260ms | Loss: 2.287 | Acc: 39.168% (7821/19968) 156/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s300ms | Loss: 2.286 | Acc: 39.217% (7881/20096) 157/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s341ms | Loss: 2.286 | Acc: 39.201% (7928/20224) 158/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s381ms | Loss: 2.286 | Acc: 39.239% (7986/20352) 159/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s422ms | Loss: 2.284 | Acc: 39.263% (8041/20480) 160/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s462ms | Loss: 2.284 | Acc: 39.271% (8093/20608) 161/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s502ms | Loss: 2.283 | Acc: 39.280% (8145/20736) 162/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s542ms | Loss: 2.282 | Acc: 39.307% (8201/20864) 163/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s583ms | Loss: 2.283 | Acc: 39.277% (8245/20992) 164/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s623ms | Loss: 2.283 | Acc: 39.290% (8298/21120) 165/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s663ms | Loss: 2.282 | Acc: 39.307% (8352/21248) 166/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s704ms | Loss: 2.282 | Acc: 39.301% (8401/21376) 167/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s744ms | Loss: 2.282 | Acc: 39.314% (8454/21504) 168/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s784ms | Loss: 2.281 | Acc: 39.294% (8500/21632) 169/391 
 [============================>....................................]  Step: 40ms | Tot: 6s825ms | Loss: 2.281 | Acc: 39.278% (8547/21760) 170/391 
 [============================>....................................]  Step: 40ms | Tot: 6s865ms | Loss: 2.279 | Acc: 39.296% (8601/21888) 171/391 
 [============================>....................................]  Step: 40ms | Tot: 6s905ms | Loss: 2.279 | Acc: 39.294% (8651/22016) 172/391 
 [============================>....................................]  Step: 40ms | Tot: 6s946ms | Loss: 2.279 | Acc: 39.279% (8698/22144) 173/391 
 [============================>....................................]  Step: 40ms | Tot: 6s986ms | Loss: 2.278 | Acc: 39.300% (8753/22272) 174/391 
 [============================>....................................]  Step: 40ms | Tot: 7s26ms | Loss: 2.278 | Acc: 39.312% (8806/22400) 175/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s66ms | Loss: 2.278 | Acc: 39.307% (8855/22528) 176/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s107ms | Loss: 2.278 | Acc: 39.319% (8908/22656) 177/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s147ms | Loss: 2.276 | Acc: 39.348% (8965/22784) 178/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s188ms | Loss: 2.277 | Acc: 39.324% (9010/22912) 179/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s228ms | Loss: 2.276 | Acc: 39.336% (9063/23040) 180/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s269ms | Loss: 2.276 | Acc: 39.347% (9116/23168) 181/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s309ms | Loss: 2.275 | Acc: 39.354% (9168/23296) 182/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s349ms | Loss: 2.275 | Acc: 39.378% (9224/23424) 183/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s390ms | Loss: 2.275 | Acc: 39.364% (9271/23552) 184/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s430ms | Loss: 2.276 | Acc: 39.350% (9318/23680) 185/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s470ms | Loss: 2.275 | Acc: 39.331% (9364/23808) 186/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s510ms | Loss: 2.275 | Acc: 39.359% (9421/23936) 187/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s550ms | Loss: 2.275 | Acc: 39.362% (9472/24064) 188/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s591ms | Loss: 2.275 | Acc: 39.364% (9523/24192) 189/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s631ms | Loss: 2.276 | Acc: 39.342% (9568/24320) 190/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s672ms | Loss: 2.276 | Acc: 39.377% (9627/24448) 191/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s712ms | Loss: 2.275 | Acc: 39.396% (9682/24576) 192/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s752ms | Loss: 2.276 | Acc: 39.370% (9726/24704) 193/391 
 [================================>................................]  Step: 40ms | Tot: 7s792ms | Loss: 2.275 | Acc: 39.417% (9788/24832) 194/391 
 [================================>................................]  Step: 40ms | Tot: 7s833ms | Loss: 2.274 | Acc: 39.431% (9842/24960) 195/391 
 [================================>................................]  Step: 40ms | Tot: 7s873ms | Loss: 2.273 | Acc: 39.441% (9895/25088) 196/391 
 [================================>................................]  Step: 40ms | Tot: 7s913ms | Loss: 2.273 | Acc: 39.443% (9946/25216) 197/391 
 [================================>................................]  Step: 40ms | Tot: 7s954ms | Loss: 2.273 | Acc: 39.457% (10000/25344) 198/391 
 [================================>................................]  Step: 40ms | Tot: 7s994ms | Loss: 2.274 | Acc: 39.424% (10042/25472) 199/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s35ms | Loss: 2.273 | Acc: 39.449% (10099/25600) 200/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s75ms | Loss: 2.273 | Acc: 39.455% (10151/25728) 201/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s115ms | Loss: 2.273 | Acc: 39.445% (10199/25856) 202/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s155ms | Loss: 2.272 | Acc: 39.432% (10246/25984) 203/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s195ms | Loss: 2.273 | Acc: 39.403% (10289/26112) 204/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s236ms | Loss: 2.271 | Acc: 39.421% (10344/26240) 205/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s276ms | Loss: 2.272 | Acc: 39.415% (10393/26368) 206/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s317ms | Loss: 2.272 | Acc: 39.413% (10443/26496) 207/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s357ms | Loss: 2.273 | Acc: 39.416% (10494/26624) 208/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s397ms | Loss: 2.272 | Acc: 39.440% (10551/26752) 209/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s437ms | Loss: 2.271 | Acc: 39.453% (10605/26880) 210/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s478ms | Loss: 2.272 | Acc: 39.436% (10651/27008) 211/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s518ms | Loss: 2.272 | Acc: 39.427% (10699/27136) 212/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s559ms | Loss: 2.273 | Acc: 39.411% (10745/27264) 213/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s599ms | Loss: 2.273 | Acc: 39.376% (10786/27392) 214/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s639ms | Loss: 2.273 | Acc: 39.386% (10839/27520) 215/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s679ms | Loss: 2.273 | Acc: 39.374% (10886/27648) 216/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s720ms | Loss: 2.272 | Acc: 39.412% (10947/27776) 217/391 
 [====================================>............................]  Step: 40ms | Tot: 8s760ms | Loss: 2.272 | Acc: 39.428% (11002/27904) 218/391 
 [====================================>............................]  Step: 40ms | Tot: 8s800ms | Loss: 2.272 | Acc: 39.401% (11045/28032) 219/391 
 [====================================>............................]  Step: 40ms | Tot: 8s841ms | Loss: 2.272 | Acc: 39.379% (11089/28160) 220/391 
 [====================================>............................]  Step: 40ms | Tot: 8s881ms | Loss: 2.273 | Acc: 39.342% (11129/28288) 221/391 
 [====================================>............................]  Step: 40ms | Tot: 8s921ms | Loss: 2.274 | Acc: 39.319% (11173/28416) 222/391 
 [====================================>............................]  Step: 40ms | Tot: 8s962ms | Loss: 2.273 | Acc: 39.315% (11222/28544) 223/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s2ms | Loss: 2.274 | Acc: 39.303% (11269/28672) 224/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s42ms | Loss: 2.274 | Acc: 39.302% (11319/28800) 225/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s83ms | Loss: 2.273 | Acc: 39.308% (11371/28928) 226/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s123ms | Loss: 2.273 | Acc: 39.314% (11423/29056) 227/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s163ms | Loss: 2.273 | Acc: 39.289% (11466/29184) 228/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s204ms | Loss: 2.274 | Acc: 39.257% (11507/29312) 229/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s244ms | Loss: 2.275 | Acc: 39.229% (11549/29440) 230/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s285ms | Loss: 2.275 | Acc: 39.215% (11595/29568) 231/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s325ms | Loss: 2.274 | Acc: 39.217% (11646/29696) 232/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s365ms | Loss: 2.274 | Acc: 39.210% (11694/29824) 233/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s406ms | Loss: 2.273 | Acc: 39.249% (11756/29952) 234/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s446ms | Loss: 2.273 | Acc: 39.262% (11810/30080) 235/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s487ms | Loss: 2.272 | Acc: 39.284% (11867/30208) 236/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s527ms | Loss: 2.271 | Acc: 39.306% (11924/30336) 237/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s567ms | Loss: 2.271 | Acc: 39.296% (11971/30464) 238/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s608ms | Loss: 2.270 | Acc: 39.321% (12029/30592) 239/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s648ms | Loss: 2.269 | Acc: 39.349% (12088/30720) 240/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s688ms | Loss: 2.268 | Acc: 39.383% (12149/30848) 241/391 
 [========================================>........................]  Step: 40ms | Tot: 9s728ms | Loss: 2.268 | Acc: 39.389% (12201/30976) 242/391 
 [========================================>........................]  Step: 40ms | Tot: 9s769ms | Loss: 2.266 | Acc: 39.426% (12263/31104) 243/391 
 [========================================>........................]  Step: 40ms | Tot: 9s809ms | Loss: 2.266 | Acc: 39.418% (12311/31232) 244/391 
 [========================================>........................]  Step: 40ms | Tot: 9s850ms | Loss: 2.266 | Acc: 39.407% (12358/31360) 245/391 
 [========================================>........................]  Step: 40ms | Tot: 9s890ms | Loss: 2.266 | Acc: 39.421% (12413/31488) 246/391 
 [========================================>........................]  Step: 40ms | Tot: 9s931ms | Loss: 2.266 | Acc: 39.417% (12462/31616) 247/391 
 [=========================================>.......................]  Step: 40ms | Tot: 9s971ms | Loss: 2.265 | Acc: 39.437% (12519/31744) 248/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s11ms | Loss: 2.265 | Acc: 39.436% (12569/31872) 249/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s52ms | Loss: 2.264 | Acc: 39.447% (12623/32000) 250/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s92ms | Loss: 2.264 | Acc: 39.448% (12674/32128) 251/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s132ms | Loss: 2.264 | Acc: 39.453% (12726/32256) 252/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s173ms | Loss: 2.264 | Acc: 39.445% (12774/32384) 253/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s213ms | Loss: 2.265 | Acc: 39.459% (12829/32512) 254/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s253ms | Loss: 2.266 | Acc: 39.461% (12880/32640) 255/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s294ms | Loss: 2.265 | Acc: 39.474% (12935/32768) 256/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s334ms | Loss: 2.265 | Acc: 39.494% (12992/32896) 257/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s375ms | Loss: 2.264 | Acc: 39.511% (13048/33024) 258/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s415ms | Loss: 2.263 | Acc: 39.545% (13110/33152) 259/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s456ms | Loss: 2.262 | Acc: 39.564% (13167/33280) 260/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s496ms | Loss: 2.263 | Acc: 39.553% (13214/33408) 261/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s536ms | Loss: 2.263 | Acc: 39.552% (13264/33536) 262/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s576ms | Loss: 2.263 | Acc: 39.559% (13317/33664) 263/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s617ms | Loss: 2.262 | Acc: 39.586% (13377/33792) 264/391 
 [===========================================>.....................]  Step: 40ms | Tot: 10s657ms | Loss: 2.262 | Acc: 39.596% (13431/33920) 265/391 
 [============================================>....................]  Step: 40ms | Tot: 10s697ms | Loss: 2.263 | Acc: 39.568% (13472/34048) 266/391 
 [============================================>....................]  Step: 40ms | Tot: 10s738ms | Loss: 2.262 | Acc: 39.566% (13522/34176) 267/391 
 [============================================>....................]  Step: 40ms | Tot: 10s778ms | Loss: 2.263 | Acc: 39.549% (13567/34304) 268/391 
 [============================================>....................]  Step: 40ms | Tot: 10s819ms | Loss: 2.262 | Acc: 39.565% (13623/34432) 269/391 
 [============================================>....................]  Step: 40ms | Tot: 10s860ms | Loss: 2.262 | Acc: 39.560% (13672/34560) 270/391 
 [============================================>....................]  Step: 40ms | Tot: 10s900ms | Loss: 2.261 | Acc: 39.570% (13726/34688) 271/391 
 [=============================================>...................]  Step: 40ms | Tot: 10s940ms | Loss: 2.261 | Acc: 39.562% (13774/34816) 272/391 
 [=============================================>...................]  Step: 40ms | Tot: 10s981ms | Loss: 2.262 | Acc: 39.549% (13820/34944) 273/391 
 [=============================================>...................]  Step: 40ms | Tot: 11s22ms | Loss: 2.261 | Acc: 39.556% (13873/35072) 274/391 
 [=============================================>...................]  Step: 40ms | Tot: 11s62ms | Loss: 2.260 | Acc: 39.560% (13925/35200) 275/391 
 [=============================================>...................]  Step: 40ms | Tot: 11s103ms | Loss: 2.262 | Acc: 39.549% (13972/35328) 276/391 
 [=============================================>...................]  Step: 40ms | Tot: 11s143ms | Loss: 2.262 | Acc: 39.545% (14021/35456) 277/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s184ms | Loss: 2.260 | Acc: 39.585% (14086/35584) 278/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s225ms | Loss: 2.260 | Acc: 39.589% (14138/35712) 279/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s265ms | Loss: 2.259 | Acc: 39.604% (14194/35840) 280/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s306ms | Loss: 2.259 | Acc: 39.607% (14246/35968) 281/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s347ms | Loss: 2.258 | Acc: 39.633% (14306/36096) 282/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s387ms | Loss: 2.258 | Acc: 39.637% (14358/36224) 283/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s428ms | Loss: 2.259 | Acc: 39.599% (14395/36352) 284/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s468ms | Loss: 2.259 | Acc: 39.616% (14452/36480) 285/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s509ms | Loss: 2.258 | Acc: 39.625% (14506/36608) 286/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s550ms | Loss: 2.258 | Acc: 39.621% (14555/36736) 287/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s590ms | Loss: 2.258 | Acc: 39.624% (14607/36864) 288/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s631ms | Loss: 2.257 | Acc: 39.636% (14662/36992) 289/391 
 [================================================>................]  Step: 40ms | Tot: 11s672ms | Loss: 2.258 | Acc: 39.626% (14709/37120) 290/391 
 [================================================>................]  Step: 40ms | Tot: 11s713ms | Loss: 2.257 | Acc: 39.637% (14764/37248) 291/391 
 [================================================>................]  Step: 40ms | Tot: 11s753ms | Loss: 2.257 | Acc: 39.656% (14822/37376) 292/391 
 [================================================>................]  Step: 40ms | Tot: 11s794ms | Loss: 2.256 | Acc: 39.644% (14868/37504) 293/391 
 [================================================>................]  Step: 40ms | Tot: 11s835ms | Loss: 2.255 | Acc: 39.679% (14932/37632) 294/391 
 [================================================>................]  Step: 40ms | Tot: 11s875ms | Loss: 2.255 | Acc: 39.674% (14981/37760) 295/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s916ms | Loss: 2.255 | Acc: 39.670% (15030/37888) 296/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s957ms | Loss: 2.255 | Acc: 39.694% (15090/38016) 297/391 
 [=================================================>...............]  Step: 40ms | Tot: 11s997ms | Loss: 2.254 | Acc: 39.710% (15147/38144) 298/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s38ms | Loss: 2.253 | Acc: 39.721% (15202/38272) 299/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s79ms | Loss: 2.253 | Acc: 39.734% (15258/38400) 300/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s119ms | Loss: 2.253 | Acc: 39.748% (15314/38528) 301/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s160ms | Loss: 2.253 | Acc: 39.753% (15367/38656) 302/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s201ms | Loss: 2.253 | Acc: 39.723% (15406/38784) 303/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s241ms | Loss: 2.254 | Acc: 39.723% (15457/38912) 304/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s282ms | Loss: 2.254 | Acc: 39.718% (15506/39040) 305/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s323ms | Loss: 2.253 | Acc: 39.742% (15566/39168) 306/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s363ms | Loss: 2.253 | Acc: 39.752% (15621/39296) 307/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s404ms | Loss: 2.253 | Acc: 39.755% (15673/39424) 308/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s445ms | Loss: 2.252 | Acc: 39.758% (15725/39552) 309/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s485ms | Loss: 2.252 | Acc: 39.753% (15774/39680) 310/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s526ms | Loss: 2.252 | Acc: 39.763% (15829/39808) 311/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s567ms | Loss: 2.252 | Acc: 39.779% (15886/39936) 312/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s608ms | Loss: 2.252 | Acc: 39.774% (15935/40064) 313/391 
 [====================================================>............]  Step: 40ms | Tot: 12s648ms | Loss: 2.251 | Acc: 39.787% (15991/40192) 314/391 
 [====================================================>............]  Step: 40ms | Tot: 12s689ms | Loss: 2.251 | Acc: 39.794% (16045/40320) 315/391 
 [====================================================>............]  Step: 40ms | Tot: 12s730ms | Loss: 2.250 | Acc: 39.797% (16097/40448) 316/391 
 [====================================================>............]  Step: 40ms | Tot: 12s770ms | Loss: 2.250 | Acc: 39.836% (16164/40576) 317/391 
 [====================================================>............]  Step: 40ms | Tot: 12s811ms | Loss: 2.250 | Acc: 39.844% (16218/40704) 318/391 
 [====================================================>............]  Step: 40ms | Tot: 12s852ms | Loss: 2.249 | Acc: 39.858% (16275/40832) 319/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s892ms | Loss: 2.249 | Acc: 39.854% (16324/40960) 320/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s933ms | Loss: 2.250 | Acc: 39.849% (16373/41088) 321/391 
 [=====================================================>...........]  Step: 40ms | Tot: 12s974ms | Loss: 2.250 | Acc: 39.863% (16430/41216) 322/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s14ms | Loss: 2.249 | Acc: 39.882% (16489/41344) 323/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s55ms | Loss: 2.249 | Acc: 39.894% (16545/41472) 324/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s95ms | Loss: 2.248 | Acc: 39.887% (16593/41600) 325/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s136ms | Loss: 2.248 | Acc: 39.894% (16647/41728) 326/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s177ms | Loss: 2.247 | Acc: 39.894% (16698/41856) 327/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s217ms | Loss: 2.247 | Acc: 39.908% (16755/41984) 328/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s258ms | Loss: 2.247 | Acc: 39.922% (16812/42112) 329/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s299ms | Loss: 2.246 | Acc: 39.938% (16870/42240) 330/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s339ms | Loss: 2.246 | Acc: 39.938% (16921/42368) 331/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s380ms | Loss: 2.245 | Acc: 39.954% (16979/42496) 332/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s421ms | Loss: 2.244 | Acc: 39.975% (17039/42624) 333/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s461ms | Loss: 2.244 | Acc: 39.984% (17094/42752) 334/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s502ms | Loss: 2.244 | Acc: 40.002% (17153/42880) 335/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s542ms | Loss: 2.243 | Acc: 40.009% (17207/43008) 336/391 
 [=======================================================>.........]  Step: 40ms | Tot: 13s583ms | Loss: 2.243 | Acc: 40.011% (17259/43136) 337/391 
 [========================================================>........]  Step: 40ms | Tot: 13s624ms | Loss: 2.243 | Acc: 40.036% (17321/43264) 338/391 
 [========================================================>........]  Step: 40ms | Tot: 13s664ms | Loss: 2.242 | Acc: 40.063% (17384/43392) 339/391 
 [========================================================>........]  Step: 40ms | Tot: 13s705ms | Loss: 2.242 | Acc: 40.046% (17428/43520) 340/391 
 [========================================================>........]  Step: 40ms | Tot: 13s746ms | Loss: 2.243 | Acc: 40.036% (17475/43648) 341/391 
 [========================================================>........]  Step: 40ms | Tot: 13s786ms | Loss: 2.242 | Acc: 40.040% (17528/43776) 342/391 
 [========================================================>........]  Step: 40ms | Tot: 13s827ms | Loss: 2.243 | Acc: 40.042% (17580/43904) 343/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s868ms | Loss: 2.242 | Acc: 40.057% (17638/44032) 344/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s908ms | Loss: 2.242 | Acc: 40.075% (17697/44160) 345/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s949ms | Loss: 2.242 | Acc: 40.072% (17747/44288) 346/391 
 [=========================================================>.......]  Step: 40ms | Tot: 13s989ms | Loss: 2.242 | Acc: 40.085% (17804/44416) 347/391 
 [=========================================================>.......]  Step: 40ms | Tot: 14s30ms | Loss: 2.241 | Acc: 40.082% (17854/44544) 348/391 
 [=========================================================>.......]  Step: 40ms | Tot: 14s70ms | Loss: 2.241 | Acc: 40.092% (17910/44672) 349/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s111ms | Loss: 2.240 | Acc: 40.114% (17971/44800) 350/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s152ms | Loss: 2.240 | Acc: 40.120% (18025/44928) 351/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s192ms | Loss: 2.240 | Acc: 40.130% (18081/45056) 352/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s233ms | Loss: 2.240 | Acc: 40.127% (18131/45184) 353/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s274ms | Loss: 2.240 | Acc: 40.124% (18181/45312) 354/391 
 [==========================================================>......]  Step: 40ms | Tot: 14s314ms | Loss: 2.240 | Acc: 40.132% (18236/45440) 355/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s355ms | Loss: 2.239 | Acc: 40.144% (18293/45568) 356/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s396ms | Loss: 2.239 | Acc: 40.150% (18347/45696) 357/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s436ms | Loss: 2.238 | Acc: 40.175% (18410/45824) 358/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s477ms | Loss: 2.238 | Acc: 40.181% (18464/45952) 359/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s517ms | Loss: 2.238 | Acc: 40.204% (18526/46080) 360/391 
 [===========================================================>.....]  Step: 40ms | Tot: 14s558ms | Loss: 2.237 | Acc: 40.222% (18586/46208) 361/391 
 [============================================================>....]  Step: 40ms | Tot: 14s599ms | Loss: 2.237 | Acc: 40.234% (18643/46336) 362/391 
 [============================================================>....]  Step: 40ms | Tot: 14s639ms | Loss: 2.236 | Acc: 40.242% (18698/46464) 363/391 
 [============================================================>....]  Step: 40ms | Tot: 14s680ms | Loss: 2.236 | Acc: 40.256% (18756/46592) 364/391 
 [============================================================>....]  Step: 40ms | Tot: 14s720ms | Loss: 2.236 | Acc: 40.259% (18809/46720) 365/391 
 [============================================================>....]  Step: 40ms | Tot: 14s761ms | Loss: 2.236 | Acc: 40.260% (18861/46848) 366/391 
 [============================================================>....]  Step: 40ms | Tot: 14s802ms | Loss: 2.236 | Acc: 40.259% (18912/46976) 367/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s843ms | Loss: 2.235 | Acc: 40.273% (18970/47104) 368/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s883ms | Loss: 2.235 | Acc: 40.288% (19029/47232) 369/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s924ms | Loss: 2.234 | Acc: 40.306% (19089/47360) 370/391 
 [=============================================================>...]  Step: 40ms | Tot: 14s965ms | Loss: 2.234 | Acc: 40.320% (19147/47488) 371/391 
 [=============================================================>...]  Step: 40ms | Tot: 15s5ms | Loss: 2.234 | Acc: 40.325% (19201/47616) 372/391 
 [=============================================================>...]  Step: 40ms | Tot: 15s46ms | Loss: 2.233 | Acc: 40.330% (19255/47744) 373/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s87ms | Loss: 2.233 | Acc: 40.333% (19308/47872) 374/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s127ms | Loss: 2.233 | Acc: 40.323% (19355/48000) 375/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s168ms | Loss: 2.232 | Acc: 40.344% (19417/48128) 376/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s208ms | Loss: 2.232 | Acc: 40.351% (19472/48256) 377/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s249ms | Loss: 2.231 | Acc: 40.363% (19529/48384) 378/391 
 [==============================================================>..]  Step: 40ms | Tot: 15s290ms | Loss: 2.231 | Acc: 40.363% (19581/48512) 379/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s330ms | Loss: 2.231 | Acc: 40.358% (19630/48640) 380/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s371ms | Loss: 2.230 | Acc: 40.373% (19689/48768) 381/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s411ms | Loss: 2.230 | Acc: 40.363% (19736/48896) 382/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s452ms | Loss: 2.231 | Acc: 40.364% (19788/49024) 383/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s493ms | Loss: 2.231 | Acc: 40.361% (19838/49152) 384/391 
 [===============================================================>.]  Step: 40ms | Tot: 15s533ms | Loss: 2.231 | Acc: 40.357% (19888/49280) 385/391 
 [================================================================>]  Step: 40ms | Tot: 15s574ms | Loss: 2.231 | Acc: 40.342% (19932/49408) 386/391 
 [================================================================>]  Step: 42ms | Tot: 15s617ms | Loss: 2.232 | Acc: 40.326% (19976/49536) 387/391 
 [================================================================>]  Step: 40ms | Tot: 15s657ms | Loss: 2.232 | Acc: 40.319% (20024/49664) 388/391 
 [================================================================>]  Step: 40ms | Tot: 15s698ms | Loss: 2.231 | Acc: 40.328% (20080/49792) 389/391 
 [================================================================>]  Step: 40ms | Tot: 15s738ms | Loss: 2.231 | Acc: 40.341% (20138/49920) 390/391 
 [================================================================>]  Step: 29ms | Tot: 15s767ms | Loss: 2.231 | Acc: 40.340% (20170/50000) 391/391 
 [>................................................................]  Step: 140ms | Tot: 0ms | Loss: 2.262 | Acc: 36.000% (36/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 2.252 | Acc: 40.000% (80/200)    2/100 
 [=>...............................................................]  Step: 11ms | Tot: 23ms | Loss: 2.260 | Acc: 40.000% (120/300)   3/100 
 [=>...............................................................]  Step: 10ms | Tot: 34ms | Loss: 2.261 | Acc: 39.500% (158/400)   4/100 
 [==>..............................................................]  Step: 12ms | Tot: 47ms | Loss: 2.311 | Acc: 38.200% (191/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 57ms | Loss: 2.370 | Acc: 37.500% (225/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 68ms | Loss: 2.382 | Acc: 37.429% (262/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 79ms | Loss: 2.356 | Acc: 37.375% (299/800)   8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 90ms | Loss: 2.383 | Acc: 37.556% (338/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 101ms | Loss: 2.348 | Acc: 38.100% (381/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 112ms | Loss: 2.369 | Acc: 37.909% (417/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 123ms | Loss: 2.365 | Acc: 37.833% (454/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 134ms | Loss: 2.357 | Acc: 37.769% (491/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 145ms | Loss: 2.338 | Acc: 38.429% (538/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 156ms | Loss: 2.332 | Acc: 38.267% (574/1500) 15/100 
 [=========>.......................................................]  Step: 10ms | Tot: 167ms | Loss: 2.343 | Acc: 37.750% (604/1600) 16/100 
 [==========>......................................................]  Step: 10ms | Tot: 178ms | Loss: 2.342 | Acc: 38.059% (647/1700) 17/100 
 [===========>.....................................................]  Step: 10ms | Tot: 189ms | Loss: 2.346 | Acc: 37.722% (679/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 200ms | Loss: 2.338 | Acc: 38.053% (723/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 211ms | Loss: 2.327 | Acc: 38.600% (772/2000) 20/100 
 [=============>...................................................]  Step: 10ms | Tot: 222ms | Loss: 2.327 | Acc: 38.762% (814/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 233ms | Loss: 2.340 | Acc: 38.409% (845/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 244ms | Loss: 2.326 | Acc: 38.739% (891/2300) 23/100 
 [==============>..................................................]  Step: 10ms | Tot: 255ms | Loss: 2.329 | Acc: 38.792% (931/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 266ms | Loss: 2.327 | Acc: 38.920% (973/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 277ms | Loss: 2.330 | Acc: 38.962% (1013/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 288ms | Loss: 2.329 | Acc: 39.074% (1055/2700) 27/100 
 [=================>...............................................]  Step: 10ms | Tot: 299ms | Loss: 2.323 | Acc: 39.286% (1100/2800) 28/100 
 [==================>..............................................]  Step: 10ms | Tot: 310ms | Loss: 2.323 | Acc: 39.172% (1136/2900) 29/100 
 [==================>..............................................]  Step: 10ms | Tot: 321ms | Loss: 2.330 | Acc: 38.933% (1168/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 332ms | Loss: 2.340 | Acc: 38.484% (1193/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 343ms | Loss: 2.323 | Acc: 38.875% (1244/3200) 32/100 
 [====================>............................................]  Step: 10ms | Tot: 354ms | Loss: 2.325 | Acc: 38.788% (1280/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 365ms | Loss: 2.324 | Acc: 38.735% (1317/3400) 34/100 
 [======================>..........................................]  Step: 10ms | Tot: 376ms | Loss: 2.320 | Acc: 38.686% (1354/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 387ms | Loss: 2.323 | Acc: 38.694% (1393/3600) 36/100 
 [=======================>.........................................]  Step: 10ms | Tot: 398ms | Loss: 2.324 | Acc: 38.568% (1427/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 409ms | Loss: 2.316 | Acc: 38.789% (1474/3800) 38/100 
 [========================>........................................]  Step: 10ms | Tot: 420ms | Loss: 2.317 | Acc: 38.744% (1511/3900) 39/100 
 [=========================>.......................................]  Step: 10ms | Tot: 431ms | Loss: 2.312 | Acc: 38.875% (1555/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 442ms | Loss: 2.316 | Acc: 38.854% (1593/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 453ms | Loss: 2.314 | Acc: 38.976% (1637/4200) 42/100 
 [===========================>.....................................]  Step: 10ms | Tot: 464ms | Loss: 2.315 | Acc: 39.047% (1679/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 475ms | Loss: 2.322 | Acc: 38.955% (1714/4400) 44/100 
 [============================>....................................]  Step: 10ms | Tot: 486ms | Loss: 2.318 | Acc: 39.044% (1757/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 497ms | Loss: 2.322 | Acc: 38.957% (1792/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 508ms | Loss: 2.325 | Acc: 38.957% (1831/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 519ms | Loss: 2.331 | Acc: 38.875% (1866/4800) 48/100 
 [===============================>.................................]  Step: 10ms | Tot: 530ms | Loss: 2.337 | Acc: 38.816% (1902/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 541ms | Loss: 2.337 | Acc: 38.880% (1944/5000) 50/100 
 [================================>................................]  Step: 10ms | Tot: 552ms | Loss: 2.336 | Acc: 38.863% (1982/5100) 51/100 
 [=================================>...............................]  Step: 10ms | Tot: 563ms | Loss: 2.336 | Acc: 38.827% (2019/5200) 52/100 
 [=================================>...............................]  Step: 10ms | Tot: 574ms | Loss: 2.334 | Acc: 38.774% (2055/5300) 53/100 
 [==================================>..............................]  Step: 10ms | Tot: 585ms | Loss: 2.334 | Acc: 38.778% (2094/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 596ms | Loss: 2.337 | Acc: 38.745% (2131/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 607ms | Loss: 2.336 | Acc: 38.661% (2165/5600) 56/100 
 [====================================>............................]  Step: 10ms | Tot: 618ms | Loss: 2.329 | Acc: 38.754% (2209/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 629ms | Loss: 2.330 | Acc: 38.759% (2248/5800) 58/100 
 [=====================================>...........................]  Step: 10ms | Tot: 640ms | Loss: 2.328 | Acc: 38.746% (2286/5900) 59/100 
 [======================================>..........................]  Step: 10ms | Tot: 651ms | Loss: 2.328 | Acc: 38.633% (2318/6000) 60/100 
 [=======================================>.........................]  Step: 10ms | Tot: 662ms | Loss: 2.324 | Acc: 38.738% (2363/6100) 61/100 
 [=======================================>.........................]  Step: 10ms | Tot: 673ms | Loss: 2.324 | Acc: 38.790% (2405/6200) 62/100 
 [========================================>........................]  Step: 10ms | Tot: 684ms | Loss: 2.321 | Acc: 38.841% (2447/6300) 63/100 
 [========================================>........................]  Step: 10ms | Tot: 695ms | Loss: 2.322 | Acc: 38.844% (2486/6400) 64/100 
 [=========================================>.......................]  Step: 10ms | Tot: 706ms | Loss: 2.321 | Acc: 38.862% (2526/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 717ms | Loss: 2.327 | Acc: 38.712% (2555/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 728ms | Loss: 2.320 | Acc: 38.866% (2604/6700) 67/100 
 [===========================================>.....................]  Step: 10ms | Tot: 739ms | Loss: 2.324 | Acc: 38.809% (2639/6800) 68/100 
 [============================================>....................]  Step: 10ms | Tot: 750ms | Loss: 2.319 | Acc: 39.000% (2691/6900) 69/100 
 [============================================>....................]  Step: 10ms | Tot: 761ms | Loss: 2.320 | Acc: 39.000% (2730/7000) 70/100 
 [=============================================>...................]  Step: 10ms | Tot: 772ms | Loss: 2.320 | Acc: 38.986% (2768/7100) 71/100 
 [==============================================>..................]  Step: 10ms | Tot: 783ms | Loss: 2.318 | Acc: 39.014% (2809/7200) 72/100 
 [==============================================>..................]  Step: 10ms | Tot: 793ms | Loss: 2.316 | Acc: 38.986% (2846/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 804ms | Loss: 2.318 | Acc: 38.973% (2884/7400) 74/100 
 [================================================>................]  Step: 10ms | Tot: 815ms | Loss: 2.322 | Acc: 38.867% (2915/7500) 75/100 
 [================================================>................]  Step: 10ms | Tot: 826ms | Loss: 2.324 | Acc: 38.868% (2954/7600) 76/100 
 [=================================================>...............]  Step: 10ms | Tot: 837ms | Loss: 2.322 | Acc: 38.948% (2999/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 848ms | Loss: 2.325 | Acc: 38.872% (3032/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 859ms | Loss: 2.329 | Acc: 38.785% (3064/7900) 79/100 
 [===================================================>.............]  Step: 10ms | Tot: 870ms | Loss: 2.330 | Acc: 38.788% (3103/8000) 80/100 
 [====================================================>............]  Step: 10ms | Tot: 881ms | Loss: 2.332 | Acc: 38.778% (3141/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 893ms | Loss: 2.336 | Acc: 38.744% (3177/8200) 82/100 
 [=====================================================>...........]  Step: 10ms | Tot: 904ms | Loss: 2.337 | Acc: 38.723% (3214/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 915ms | Loss: 2.336 | Acc: 38.762% (3256/8400) 84/100 
 [======================================================>..........]  Step: 10ms | Tot: 925ms | Loss: 2.332 | Acc: 38.894% (3306/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 936ms | Loss: 2.324 | Acc: 39.058% (3359/8600) 86/100 
 [=======================================================>.........]  Step: 10ms | Tot: 947ms | Loss: 2.325 | Acc: 38.989% (3392/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 958ms | Loss: 2.322 | Acc: 39.080% (3439/8800) 88/100 
 [=========================================================>.......]  Step: 10ms | Tot: 969ms | Loss: 2.322 | Acc: 39.101% (3480/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 980ms | Loss: 2.322 | Acc: 39.078% (3517/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 992ms | Loss: 2.322 | Acc: 39.132% (3561/9100) 91/100 
 [===========================================================>.....]  Step: 10ms | Tot: 1s3ms | Loss: 2.320 | Acc: 39.174% (3604/9200) 92/100 
 [===========================================================>.....]  Step: 10ms | Tot: 1s13ms | Loss: 2.319 | Acc: 39.151% (3641/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s24ms | Loss: 2.318 | Acc: 39.181% (3683/9400) 94/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s35ms | Loss: 2.321 | Acc: 39.126% (3717/9500) 95/100 
 [=============================================================>...]  Step: 10ms | Tot: 1s46ms | Loss: 2.319 | Acc: 39.146% (3758/9600) 96/100 
 [==============================================================>..]  Step: 10ms | Tot: 1s57ms | Loss: 2.320 | Acc: 39.041% (3787/9700) 97/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s68ms | Loss: 2.319 | Acc: 39.102% (3832/9800) 98/100 
 [===============================================================>.]  Step: 10ms | Tot: 1s79ms | Loss: 2.319 | Acc: 39.061% (3867/9900) 99/100 
 [================================================================>]  Step: 10ms | Tot: 1s90ms | Loss: 2.319 | Acc: 39.060% (3906/10000) 100/100 
Saving..

Epoch: 5
 [>................................................................]  Step: 324ms | Tot: 0ms | Loss: 1.908 | Acc: 50.781% (65/128)    1/391 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 1.875 | Acc: 49.609% (127/256)   2/391 
 [>................................................................]  Step: 40ms | Tot: 81ms | Loss: 1.895 | Acc: 48.698% (187/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 122ms | Loss: 1.983 | Acc: 45.508% (233/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 163ms | Loss: 2.019 | Acc: 44.531% (285/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 203ms | Loss: 1.976 | Acc: 45.443% (349/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 243ms | Loss: 1.969 | Acc: 45.536% (408/896)  7/391 
 [=>...............................................................]  Step: 40ms | Tot: 284ms | Loss: 1.995 | Acc: 45.508% (466/1024) 8/391 
 [=>...............................................................]  Step: 40ms | Tot: 324ms | Loss: 2.004 | Acc: 44.444% (512/1152) 9/391 
 [=>...............................................................]  Step: 40ms | Tot: 364ms | Loss: 2.032 | Acc: 43.125% (552/1280) 10/391 
 [=>...............................................................]  Step: 40ms | Tot: 405ms | Loss: 2.032 | Acc: 43.466% (612/1408) 11/391 
 [=>...............................................................]  Step: 40ms | Tot: 445ms | Loss: 2.042 | Acc: 42.839% (658/1536) 12/391 
 [=>...............................................................]  Step: 40ms | Tot: 486ms | Loss: 2.032 | Acc: 43.089% (717/1664) 13/391 
 [==>..............................................................]  Step: 40ms | Tot: 526ms | Loss: 2.045 | Acc: 42.969% (770/1792) 14/391 
 [==>..............................................................]  Step: 40ms | Tot: 566ms | Loss: 2.054 | Acc: 42.760% (821/1920) 15/391 
 [==>..............................................................]  Step: 40ms | Tot: 606ms | Loss: 2.050 | Acc: 42.676% (874/2048) 16/391 
 [==>..............................................................]  Step: 40ms | Tot: 647ms | Loss: 2.053 | Acc: 42.647% (928/2176) 17/391 
 [==>..............................................................]  Step: 40ms | Tot: 687ms | Loss: 2.049 | Acc: 42.882% (988/2304) 18/391 
 [==>..............................................................]  Step: 40ms | Tot: 728ms | Loss: 2.045 | Acc: 43.051% (1047/2432) 19/391 
 [===>.............................................................]  Step: 40ms | Tot: 768ms | Loss: 2.043 | Acc: 42.969% (1100/2560) 20/391 
 [===>.............................................................]  Step: 40ms | Tot: 808ms | Loss: 2.040 | Acc: 43.415% (1167/2688) 21/391 
 [===>.............................................................]  Step: 40ms | Tot: 849ms | Loss: 2.048 | Acc: 43.217% (1217/2816) 22/391 
 [===>.............................................................]  Step: 40ms | Tot: 890ms | Loss: 2.038 | Acc: 43.410% (1278/2944) 23/391 
 [===>.............................................................]  Step: 40ms | Tot: 930ms | Loss: 2.052 | Acc: 43.262% (1329/3072) 24/391 
 [===>.............................................................]  Step: 40ms | Tot: 971ms | Loss: 2.041 | Acc: 43.594% (1395/3200) 25/391 
 [====>............................................................]  Step: 40ms | Tot: 1s11ms | Loss: 2.041 | Acc: 43.750% (1456/3328) 26/391 
 [====>............................................................]  Step: 40ms | Tot: 1s52ms | Loss: 2.048 | Acc: 43.605% (1507/3456) 27/391 
 [====>............................................................]  Step: 40ms | Tot: 1s92ms | Loss: 2.043 | Acc: 43.666% (1565/3584) 28/391 
 [====>............................................................]  Step: 40ms | Tot: 1s133ms | Loss: 2.047 | Acc: 43.615% (1619/3712) 29/391 
 [====>............................................................]  Step: 40ms | Tot: 1s173ms | Loss: 2.047 | Acc: 43.672% (1677/3840) 30/391 
 [====>............................................................]  Step: 40ms | Tot: 1s213ms | Loss: 2.045 | Acc: 43.674% (1733/3968) 31/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s254ms | Loss: 2.050 | Acc: 43.579% (1785/4096) 32/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s294ms | Loss: 2.046 | Acc: 43.726% (1847/4224) 33/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s334ms | Loss: 2.048 | Acc: 43.681% (1901/4352) 34/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s375ms | Loss: 2.041 | Acc: 43.839% (1964/4480) 35/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s415ms | Loss: 2.036 | Acc: 44.010% (2028/4608) 36/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s455ms | Loss: 2.041 | Acc: 43.856% (2077/4736) 37/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s495ms | Loss: 2.035 | Acc: 44.038% (2142/4864) 38/391 
 [======>..........................................................]  Step: 39ms | Tot: 1s535ms | Loss: 2.030 | Acc: 44.251% (2209/4992) 39/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s576ms | Loss: 2.031 | Acc: 44.219% (2264/5120) 40/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s616ms | Loss: 2.029 | Acc: 44.322% (2326/5248) 41/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s656ms | Loss: 2.029 | Acc: 44.364% (2385/5376) 42/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s697ms | Loss: 2.029 | Acc: 44.295% (2438/5504) 43/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s737ms | Loss: 2.024 | Acc: 44.478% (2505/5632) 44/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s777ms | Loss: 2.025 | Acc: 44.497% (2563/5760) 45/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s818ms | Loss: 2.025 | Acc: 44.344% (2611/5888) 46/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s858ms | Loss: 2.023 | Acc: 44.348% (2668/6016) 47/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s899ms | Loss: 2.021 | Acc: 44.320% (2723/6144) 48/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s939ms | Loss: 2.021 | Acc: 44.340% (2781/6272) 49/391 
 [========>........................................................]  Step: 40ms | Tot: 1s980ms | Loss: 2.021 | Acc: 44.406% (2842/6400) 50/391 
 [========>........................................................]  Step: 40ms | Tot: 2s20ms | Loss: 2.022 | Acc: 44.409% (2899/6528) 51/391 
 [========>........................................................]  Step: 40ms | Tot: 2s61ms | Loss: 2.019 | Acc: 44.501% (2962/6656) 52/391 
 [========>........................................................]  Step: 40ms | Tot: 2s101ms | Loss: 2.017 | Acc: 44.590% (3025/6784) 53/391 
 [========>........................................................]  Step: 41ms | Tot: 2s142ms | Loss: 2.021 | Acc: 44.575% (3081/6912) 54/391 
 [========>........................................................]  Step: 40ms | Tot: 2s183ms | Loss: 2.017 | Acc: 44.730% (3149/7040) 55/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s224ms | Loss: 2.016 | Acc: 44.838% (3214/7168) 56/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s265ms | Loss: 2.017 | Acc: 44.737% (3264/7296) 57/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s306ms | Loss: 2.018 | Acc: 44.679% (3317/7424) 58/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s346ms | Loss: 2.019 | Acc: 44.664% (3373/7552) 59/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s386ms | Loss: 2.015 | Acc: 44.714% (3434/7680) 60/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s427ms | Loss: 2.017 | Acc: 44.685% (3489/7808) 61/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s467ms | Loss: 2.018 | Acc: 44.657% (3544/7936) 62/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s507ms | Loss: 2.020 | Acc: 44.680% (3603/8064) 63/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s548ms | Loss: 2.022 | Acc: 44.629% (3656/8192) 64/391 
 [==========>......................................................]  Step: 40ms | Tot: 2s589ms | Loss: 2.024 | Acc: 44.579% (3709/8320) 65/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s630ms | Loss: 2.026 | Acc: 44.579% (3766/8448) 66/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s671ms | Loss: 2.025 | Acc: 44.683% (3832/8576) 67/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s712ms | Loss: 2.023 | Acc: 44.715% (3892/8704) 68/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s753ms | Loss: 2.022 | Acc: 44.780% (3955/8832) 69/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s793ms | Loss: 2.019 | Acc: 44.821% (4016/8960) 70/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s833ms | Loss: 2.022 | Acc: 44.784% (4070/9088) 71/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s874ms | Loss: 2.021 | Acc: 44.835% (4132/9216) 72/391 
 [===========>.....................................................]  Step: 40ms | Tot: 2s914ms | Loss: 2.022 | Acc: 44.820% (4188/9344) 73/391 
 [============>....................................................]  Step: 40ms | Tot: 2s955ms | Loss: 2.024 | Acc: 44.742% (4238/9472) 74/391 
 [============>....................................................]  Step: 41ms | Tot: 2s996ms | Loss: 2.024 | Acc: 44.740% (4295/9600) 75/391 
 [============>....................................................]  Step: 41ms | Tot: 3s37ms | Loss: 2.022 | Acc: 44.685% (4347/9728) 76/391 
 [============>....................................................]  Step: 41ms | Tot: 3s78ms | Loss: 2.022 | Acc: 44.673% (4403/9856) 77/391 
 [============>....................................................]  Step: 41ms | Tot: 3s119ms | Loss: 2.023 | Acc: 44.692% (4462/9984) 78/391 
 [============>....................................................]  Step: 40ms | Tot: 3s160ms | Loss: 2.021 | Acc: 44.788% (4529/10112) 79/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s200ms | Loss: 2.021 | Acc: 44.785% (4586/10240) 80/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s241ms | Loss: 2.021 | Acc: 44.753% (4640/10368) 81/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s281ms | Loss: 2.022 | Acc: 44.750% (4697/10496) 82/391 
 [=============>...................................................]  Step: 40ms | Tot: 3s322ms | Loss: 2.023 | Acc: 44.757% (4755/10624) 83/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s363ms | Loss: 2.025 | Acc: 44.671% (4803/10752) 84/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s404ms | Loss: 2.028 | Acc: 44.632% (4856/10880) 85/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s446ms | Loss: 2.028 | Acc: 44.622% (4912/11008) 86/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s487ms | Loss: 2.029 | Acc: 44.549% (4961/11136) 87/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s528ms | Loss: 2.031 | Acc: 44.487% (5011/11264) 88/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s569ms | Loss: 2.033 | Acc: 44.435% (5062/11392) 89/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s609ms | Loss: 2.032 | Acc: 44.462% (5122/11520) 90/391 
 [==============>..................................................]  Step: 40ms | Tot: 3s650ms | Loss: 2.031 | Acc: 44.437% (5176/11648) 91/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s690ms | Loss: 2.031 | Acc: 44.463% (5236/11776) 92/391 
 [===============>.................................................]  Step: 40ms | Tot: 3s731ms | Loss: 2.031 | Acc: 44.422% (5288/11904) 93/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s773ms | Loss: 2.035 | Acc: 44.332% (5334/12032) 94/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s814ms | Loss: 2.033 | Acc: 44.383% (5397/12160) 95/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s856ms | Loss: 2.033 | Acc: 44.425% (5459/12288) 96/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s898ms | Loss: 2.031 | Acc: 44.467% (5521/12416) 97/391 
 [================>................................................]  Step: 41ms | Tot: 3s940ms | Loss: 2.032 | Acc: 44.460% (5577/12544) 98/391 
 [================>................................................]  Step: 40ms | Tot: 3s980ms | Loss: 2.031 | Acc: 44.500% (5639/12672) 99/391 
 [================>................................................]  Step: 40ms | Tot: 4s21ms | Loss: 2.033 | Acc: 44.461% (5691/12800) 100/391 
 [================>................................................]  Step: 40ms | Tot: 4s61ms | Loss: 2.033 | Acc: 44.438% (5745/12928) 101/391 
 [================>................................................]  Step: 40ms | Tot: 4s102ms | Loss: 2.033 | Acc: 44.439% (5802/13056) 102/391 
 [================>................................................]  Step: 40ms | Tot: 4s143ms | Loss: 2.034 | Acc: 44.471% (5863/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s185ms | Loss: 2.031 | Acc: 44.554% (5931/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s227ms | Loss: 2.030 | Acc: 44.621% (5997/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s270ms | Loss: 2.030 | Acc: 44.620% (6054/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s312ms | Loss: 2.030 | Acc: 44.590% (6107/13696) 107/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s354ms | Loss: 2.029 | Acc: 44.633% (6170/13824) 108/391 
 [=================>...............................................]  Step: 40ms | Tot: 4s394ms | Loss: 2.030 | Acc: 44.660% (6231/13952) 109/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s435ms | Loss: 2.029 | Acc: 44.716% (6296/14080) 110/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s476ms | Loss: 2.029 | Acc: 44.686% (6349/14208) 111/391 
 [==================>..............................................]  Step: 40ms | Tot: 4s516ms | Loss: 2.028 | Acc: 44.747% (6415/14336) 112/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s557ms | Loss: 2.028 | Acc: 44.787% (6478/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s600ms | Loss: 2.029 | Acc: 44.757% (6531/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s642ms | Loss: 2.028 | Acc: 44.789% (6593/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s684ms | Loss: 2.029 | Acc: 44.780% (6649/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s727ms | Loss: 2.028 | Acc: 44.805% (6710/14976) 117/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s769ms | Loss: 2.029 | Acc: 44.756% (6760/15104) 118/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s810ms | Loss: 2.031 | Acc: 44.741% (6815/15232) 119/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s850ms | Loss: 2.031 | Acc: 44.707% (6867/15360) 120/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s890ms | Loss: 2.032 | Acc: 44.680% (6920/15488) 121/391 
 [====================>............................................]  Step: 40ms | Tot: 4s931ms | Loss: 2.032 | Acc: 44.723% (6984/15616) 122/391 
 [====================>............................................]  Step: 40ms | Tot: 4s971ms | Loss: 2.032 | Acc: 44.722% (7041/15744) 123/391 
 [====================>............................................]  Step: 41ms | Tot: 5s13ms | Loss: 2.031 | Acc: 44.777% (7107/15872) 124/391 
 [====================>............................................]  Step: 41ms | Tot: 5s55ms | Loss: 2.032 | Acc: 44.763% (7162/16000) 125/391 
 [====================>............................................]  Step: 41ms | Tot: 5s97ms | Loss: 2.030 | Acc: 44.810% (7227/16128) 126/391 
 [====================>............................................]  Step: 41ms | Tot: 5s138ms | Loss: 2.029 | Acc: 44.790% (7281/16256) 127/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s180ms | Loss: 2.030 | Acc: 44.757% (7333/16384) 128/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s221ms | Loss: 2.030 | Acc: 44.749% (7389/16512) 129/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s261ms | Loss: 2.029 | Acc: 44.748% (7446/16640) 130/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s302ms | Loss: 2.029 | Acc: 44.728% (7500/16768) 131/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s343ms | Loss: 2.030 | Acc: 44.691% (7551/16896) 132/391 
 [=====================>...........................................]  Step: 40ms | Tot: 5s383ms | Loss: 2.029 | Acc: 44.731% (7615/17024) 133/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s424ms | Loss: 2.028 | Acc: 44.776% (7680/17152) 134/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s465ms | Loss: 2.030 | Acc: 44.763% (7735/17280) 135/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s505ms | Loss: 2.027 | Acc: 44.824% (7803/17408) 136/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s546ms | Loss: 2.026 | Acc: 44.862% (7867/17536) 137/391 
 [======================>..........................................]  Step: 40ms | Tot: 5s587ms | Loss: 2.025 | Acc: 44.888% (7929/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s630ms | Loss: 2.024 | Acc: 44.936% (7995/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s672ms | Loss: 2.025 | Acc: 44.933% (8052/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s714ms | Loss: 2.026 | Acc: 44.925% (8108/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s756ms | Loss: 2.025 | Acc: 44.966% (8173/18176) 142/391 
 [=======================>.........................................]  Step: 41ms | Tot: 5s798ms | Loss: 2.023 | Acc: 45.012% (8239/18304) 143/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s839ms | Loss: 2.023 | Acc: 45.020% (8298/18432) 144/391 
 [=======================>.........................................]  Step: 40ms | Tot: 5s880ms | Loss: 2.021 | Acc: 45.092% (8369/18560) 145/391 
 [========================>........................................]  Step: 40ms | Tot: 5s920ms | Loss: 2.021 | Acc: 45.104% (8429/18688) 146/391 
 [========================>........................................]  Step: 40ms | Tot: 5s961ms | Loss: 2.020 | Acc: 45.116% (8489/18816) 147/391 
 [========================>........................................]  Step: 40ms | Tot: 6s2ms | Loss: 2.021 | Acc: 45.107% (8545/18944) 148/391 
 [========================>........................................]  Step: 40ms | Tot: 6s42ms | Loss: 2.024 | Acc: 45.092% (8600/19072) 149/391 
 [========================>........................................]  Step: 40ms | Tot: 6s83ms | Loss: 2.024 | Acc: 45.073% (8654/19200) 150/391 
 [========================>........................................]  Step: 40ms | Tot: 6s124ms | Loss: 2.023 | Acc: 45.095% (8716/19328) 151/391 
 [=========================>.......................................]  Step: 40ms | Tot: 6s164ms | Loss: 2.024 | Acc: 45.097% (8774/19456) 152/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s205ms | Loss: 2.023 | Acc: 45.144% (8841/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s248ms | Loss: 2.022 | Acc: 45.150% (8900/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s290ms | Loss: 2.024 | Acc: 45.146% (8957/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s333ms | Loss: 2.023 | Acc: 45.147% (9015/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s375ms | Loss: 2.025 | Acc: 45.123% (9068/20096) 157/391 
 [==========================>......................................]  Step: 41ms | Tot: 6s417ms | Loss: 2.024 | Acc: 45.105% (9122/20224) 158/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s457ms | Loss: 2.024 | Acc: 45.096% (9178/20352) 159/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s497ms | Loss: 2.026 | Acc: 45.020% (9220/20480) 160/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s538ms | Loss: 2.027 | Acc: 45.007% (9275/20608) 161/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s579ms | Loss: 2.027 | Acc: 44.994% (9330/20736) 162/391 
 [==========================>......................................]  Step: 40ms | Tot: 6s619ms | Loss: 2.026 | Acc: 45.006% (9390/20864) 163/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s660ms | Loss: 2.026 | Acc: 45.003% (9447/20992) 164/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s700ms | Loss: 2.025 | Acc: 44.991% (9502/21120) 165/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s741ms | Loss: 2.025 | Acc: 45.030% (9568/21248) 166/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s782ms | Loss: 2.024 | Acc: 45.093% (9639/21376) 167/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s822ms | Loss: 2.024 | Acc: 45.061% (9690/21504) 168/391 
 [===========================>.....................................]  Step: 40ms | Tot: 6s863ms | Loss: 2.023 | Acc: 45.077% (9751/21632) 169/391 
 [============================>....................................]  Step: 40ms | Tot: 6s903ms | Loss: 2.022 | Acc: 45.092% (9812/21760) 170/391 
 [============================>....................................]  Step: 40ms | Tot: 6s944ms | Loss: 2.020 | Acc: 45.125% (9877/21888) 171/391 
 [============================>....................................]  Step: 40ms | Tot: 6s985ms | Loss: 2.021 | Acc: 45.117% (9933/22016) 172/391 
 [============================>....................................]  Step: 40ms | Tot: 7s25ms | Loss: 2.021 | Acc: 45.132% (9994/22144) 173/391 
 [============================>....................................]  Step: 40ms | Tot: 7s66ms | Loss: 2.020 | Acc: 45.137% (10053/22272) 174/391 
 [============================>....................................]  Step: 40ms | Tot: 7s107ms | Loss: 2.020 | Acc: 45.147% (10113/22400) 175/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s147ms | Loss: 2.020 | Acc: 45.148% (10171/22528) 176/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s188ms | Loss: 2.019 | Acc: 45.171% (10234/22656) 177/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s229ms | Loss: 2.019 | Acc: 45.163% (10290/22784) 178/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s270ms | Loss: 2.019 | Acc: 45.168% (10349/22912) 179/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s310ms | Loss: 2.018 | Acc: 45.200% (10414/23040) 180/391 
 [=============================>...................................]  Step: 40ms | Tot: 7s351ms | Loss: 2.019 | Acc: 45.166% (10464/23168) 181/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s392ms | Loss: 2.018 | Acc: 45.175% (10524/23296) 182/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s432ms | Loss: 2.017 | Acc: 45.184% (10584/23424) 183/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s473ms | Loss: 2.016 | Acc: 45.185% (10642/23552) 184/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s513ms | Loss: 2.016 | Acc: 45.190% (10701/23680) 185/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s554ms | Loss: 2.016 | Acc: 45.203% (10762/23808) 186/391 
 [==============================>..................................]  Step: 40ms | Tot: 7s595ms | Loss: 2.015 | Acc: 45.216% (10823/23936) 187/391 
 [===============================>.................................]  Step: 40ms | Tot: 7s635ms | Loss: 2.015 | Acc: 45.246% (10888/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s677ms | Loss: 2.015 | Acc: 45.246% (10946/24192) 189/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s719ms | Loss: 2.014 | Acc: 45.275% (11011/24320) 190/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s761ms | Loss: 2.013 | Acc: 45.300% (11075/24448) 191/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s803ms | Loss: 2.011 | Acc: 45.333% (11141/24576) 192/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s845ms | Loss: 2.013 | Acc: 45.272% (11184/24704) 193/391 
 [================================>................................]  Step: 40ms | Tot: 7s886ms | Loss: 2.013 | Acc: 45.276% (11243/24832) 194/391 
 [================================>................................]  Step: 40ms | Tot: 7s926ms | Loss: 2.013 | Acc: 45.288% (11304/24960) 195/391 
 [================================>................................]  Step: 40ms | Tot: 7s967ms | Loss: 2.013 | Acc: 45.269% (11357/25088) 196/391 
 [================================>................................]  Step: 40ms | Tot: 8s8ms | Loss: 2.013 | Acc: 45.245% (11409/25216) 197/391 
 [================================>................................]  Step: 40ms | Tot: 8s48ms | Loss: 2.014 | Acc: 45.226% (11462/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s91ms | Loss: 2.015 | Acc: 45.226% (11520/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s133ms | Loss: 2.016 | Acc: 45.195% (11570/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s175ms | Loss: 2.016 | Acc: 45.169% (11621/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s217ms | Loss: 2.015 | Acc: 45.185% (11683/25856) 202/391 
 [=================================>...............................]  Step: 41ms | Tot: 8s259ms | Loss: 2.017 | Acc: 45.151% (11732/25984) 203/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s300ms | Loss: 2.016 | Acc: 45.198% (11802/26112) 204/391 
 [=================================>...............................]  Step: 40ms | Tot: 8s340ms | Loss: 2.016 | Acc: 45.217% (11865/26240) 205/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s381ms | Loss: 2.015 | Acc: 45.191% (11916/26368) 206/391 
 [==================================>..............................]  Step: 40ms | Tot: 8s422ms | Loss: 2.016 | Acc: 45.173% (11969/26496) 207/391 
 [==================================>..............................]  Step: 41ms | Tot: 8s463ms | Loss: 2.016 | Acc: 45.196% (12033/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s505ms | Loss: 2.015 | Acc: 45.200% (12092/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s547ms | Loss: 2.016 | Acc: 45.179% (12144/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s590ms | Loss: 2.014 | Acc: 45.231% (12216/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s632ms | Loss: 2.014 | Acc: 45.217% (12270/27136) 212/391 
 [===================================>.............................]  Step: 41ms | Tot: 8s674ms | Loss: 2.013 | Acc: 45.224% (12330/27264) 213/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s714ms | Loss: 2.013 | Acc: 45.236% (12391/27392) 214/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s755ms | Loss: 2.013 | Acc: 45.243% (12451/27520) 215/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s795ms | Loss: 2.013 | Acc: 45.247% (12510/27648) 216/391 
 [===================================>.............................]  Step: 40ms | Tot: 8s836ms | Loss: 2.015 | Acc: 45.201% (12555/27776) 217/391 
 [====================================>............................]  Step: 40ms | Tot: 8s876ms | Loss: 2.014 | Acc: 45.226% (12620/27904) 218/391 
 [====================================>............................]  Step: 40ms | Tot: 8s917ms | Loss: 2.014 | Acc: 45.223% (12677/28032) 219/391 
 [====================================>............................]  Step: 40ms | Tot: 8s958ms | Loss: 2.013 | Acc: 45.234% (12738/28160) 220/391 
 [====================================>............................]  Step: 40ms | Tot: 8s998ms | Loss: 2.013 | Acc: 45.217% (12791/28288) 221/391 
 [====================================>............................]  Step: 40ms | Tot: 9s39ms | Loss: 2.013 | Acc: 45.200% (12844/28416) 222/391 
 [====================================>............................]  Step: 40ms | Tot: 9s80ms | Loss: 2.014 | Acc: 45.172% (12894/28544) 223/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s120ms | Loss: 2.014 | Acc: 45.166% (12950/28672) 224/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s161ms | Loss: 2.014 | Acc: 45.125% (12996/28800) 225/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s201ms | Loss: 2.014 | Acc: 45.126% (13054/28928) 226/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s242ms | Loss: 2.014 | Acc: 45.123% (13111/29056) 227/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s283ms | Loss: 2.014 | Acc: 45.127% (13170/29184) 228/391 
 [=====================================>...........................]  Step: 40ms | Tot: 9s323ms | Loss: 2.014 | Acc: 45.111% (13223/29312) 229/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s364ms | Loss: 2.013 | Acc: 45.122% (13284/29440) 230/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s405ms | Loss: 2.012 | Acc: 45.140% (13347/29568) 231/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s445ms | Loss: 2.012 | Acc: 45.137% (13404/29696) 232/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s486ms | Loss: 2.014 | Acc: 45.125% (13458/29824) 233/391 
 [======================================>..........................]  Step: 40ms | Tot: 9s526ms | Loss: 2.014 | Acc: 45.116% (13513/29952) 234/391 
 [======================================>..........................]  Step: 41ms | Tot: 9s568ms | Loss: 2.014 | Acc: 45.106% (13568/30080) 235/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s609ms | Loss: 2.015 | Acc: 45.081% (13618/30208) 236/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s650ms | Loss: 2.014 | Acc: 45.075% (13674/30336) 237/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s690ms | Loss: 2.014 | Acc: 45.086% (13735/30464) 238/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s731ms | Loss: 2.014 | Acc: 45.071% (13788/30592) 239/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s772ms | Loss: 2.014 | Acc: 45.072% (13846/30720) 240/391 
 [=======================================>.........................]  Step: 40ms | Tot: 9s812ms | Loss: 2.013 | Acc: 45.105% (13914/30848) 241/391 
 [========================================>........................]  Step: 40ms | Tot: 9s853ms | Loss: 2.014 | Acc: 45.106% (13972/30976) 242/391 
 [========================================>........................]  Step: 40ms | Tot: 9s894ms | Loss: 2.016 | Acc: 45.062% (14016/31104) 243/391 
 [========================================>........................]  Step: 40ms | Tot: 9s934ms | Loss: 2.016 | Acc: 45.031% (14064/31232) 244/391 
 [========================================>........................]  Step: 40ms | Tot: 9s975ms | Loss: 2.015 | Acc: 45.051% (14128/31360) 245/391 
 [========================================>........................]  Step: 40ms | Tot: 10s15ms | Loss: 2.015 | Acc: 45.068% (14191/31488) 246/391 
 [========================================>........................]  Step: 40ms | Tot: 10s56ms | Loss: 2.014 | Acc: 45.078% (14252/31616) 247/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s97ms | Loss: 2.015 | Acc: 45.067% (14306/31744) 248/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s137ms | Loss: 2.014 | Acc: 45.055% (14360/31872) 249/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s178ms | Loss: 2.013 | Acc: 45.091% (14429/32000) 250/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s219ms | Loss: 2.013 | Acc: 45.101% (14490/32128) 251/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s259ms | Loss: 2.012 | Acc: 45.111% (14551/32256) 252/391 
 [=========================================>.......................]  Step: 40ms | Tot: 10s300ms | Loss: 2.012 | Acc: 45.093% (14603/32384) 253/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s341ms | Loss: 2.013 | Acc: 45.100% (14663/32512) 254/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s381ms | Loss: 2.012 | Acc: 45.101% (14721/32640) 255/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s423ms | Loss: 2.011 | Acc: 45.129% (14788/32768) 256/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s463ms | Loss: 2.012 | Acc: 45.100% (14836/32896) 257/391 
 [==========================================>......................]  Step: 40ms | Tot: 10s504ms | Loss: 2.012 | Acc: 45.122% (14901/33024) 258/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s546ms | Loss: 2.011 | Acc: 45.132% (14962/33152) 259/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s588ms | Loss: 2.011 | Acc: 45.126% (15018/33280) 260/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s630ms | Loss: 2.010 | Acc: 45.151% (15084/33408) 261/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s671ms | Loss: 2.009 | Acc: 45.175% (15150/33536) 262/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s713ms | Loss: 2.009 | Acc: 45.158% (15202/33664) 263/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s755ms | Loss: 2.010 | Acc: 45.159% (15260/33792) 264/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s797ms | Loss: 2.008 | Acc: 45.189% (15328/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 10s839ms | Loss: 2.007 | Acc: 45.216% (15395/34048) 266/391 
 [============================================>....................]  Step: 41ms | Tot: 10s881ms | Loss: 2.007 | Acc: 45.228% (15457/34176) 267/391 
 [============================================>....................]  Step: 41ms | Tot: 10s923ms | Loss: 2.006 | Acc: 45.234% (15517/34304) 268/391 
 [============================================>....................]  Step: 40ms | Tot: 10s964ms | Loss: 2.005 | Acc: 45.263% (15585/34432) 269/391 
 [============================================>....................]  Step: 40ms | Tot: 11s4ms | Loss: 2.005 | Acc: 45.263% (15643/34560) 270/391 
 [============================================>....................]  Step: 40ms | Tot: 11s45ms | Loss: 2.005 | Acc: 45.243% (15694/34688) 271/391 
 [=============================================>...................]  Step: 40ms | Tot: 11s86ms | Loss: 2.005 | Acc: 45.238% (15750/34816) 272/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s127ms | Loss: 2.005 | Acc: 45.252% (15813/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s170ms | Loss: 2.005 | Acc: 45.264% (15875/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s212ms | Loss: 2.006 | Acc: 45.261% (15932/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s254ms | Loss: 2.004 | Acc: 45.273% (15994/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s296ms | Loss: 2.004 | Acc: 45.284% (16056/35456) 277/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s338ms | Loss: 2.005 | Acc: 45.282% (16113/35584) 278/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s378ms | Loss: 2.005 | Acc: 45.268% (16166/35712) 279/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s419ms | Loss: 2.004 | Acc: 45.268% (16224/35840) 280/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s459ms | Loss: 2.003 | Acc: 45.274% (16284/35968) 281/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s500ms | Loss: 2.003 | Acc: 45.279% (16344/36096) 282/391 
 [==============================================>..................]  Step: 40ms | Tot: 11s541ms | Loss: 2.003 | Acc: 45.296% (16408/36224) 283/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s581ms | Loss: 2.002 | Acc: 45.310% (16471/36352) 284/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s622ms | Loss: 2.002 | Acc: 45.293% (16523/36480) 285/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s662ms | Loss: 2.001 | Acc: 45.277% (16575/36608) 286/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s703ms | Loss: 2.002 | Acc: 45.299% (16641/36736) 287/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s743ms | Loss: 2.002 | Acc: 45.302% (16700/36864) 288/391 
 [===============================================>.................]  Step: 40ms | Tot: 11s784ms | Loss: 2.002 | Acc: 45.326% (16767/36992) 289/391 
 [================================================>................]  Step: 40ms | Tot: 11s825ms | Loss: 2.001 | Acc: 45.329% (16826/37120) 290/391 
 [================================================>................]  Step: 40ms | Tot: 11s865ms | Loss: 2.001 | Acc: 45.353% (16893/37248) 291/391 
 [================================================>................]  Step: 40ms | Tot: 11s906ms | Loss: 2.000 | Acc: 45.355% (16952/37376) 292/391 
 [================================================>................]  Step: 40ms | Tot: 11s947ms | Loss: 2.001 | Acc: 45.352% (17009/37504) 293/391 
 [================================================>................]  Step: 40ms | Tot: 11s987ms | Loss: 2.001 | Acc: 45.350% (17066/37632) 294/391 
 [================================================>................]  Step: 40ms | Tot: 12s28ms | Loss: 2.002 | Acc: 45.331% (17117/37760) 295/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s69ms | Loss: 2.001 | Acc: 45.339% (17178/37888) 296/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s109ms | Loss: 2.001 | Acc: 45.355% (17242/38016) 297/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s150ms | Loss: 2.001 | Acc: 45.373% (17307/38144) 298/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s191ms | Loss: 2.000 | Acc: 45.362% (17361/38272) 299/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s232ms | Loss: 2.000 | Acc: 45.370% (17422/38400) 300/391 
 [=================================================>...............]  Step: 40ms | Tot: 12s273ms | Loss: 2.000 | Acc: 45.346% (17471/38528) 301/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s313ms | Loss: 2.001 | Acc: 45.354% (17532/38656) 302/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s354ms | Loss: 2.001 | Acc: 45.320% (17577/38784) 303/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s395ms | Loss: 2.001 | Acc: 45.323% (17636/38912) 304/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s436ms | Loss: 2.001 | Acc: 45.310% (17689/39040) 305/391 
 [==================================================>..............]  Step: 40ms | Tot: 12s477ms | Loss: 2.002 | Acc: 45.307% (17746/39168) 306/391 
 [==================================================>..............]  Step: 41ms | Tot: 12s518ms | Loss: 2.001 | Acc: 45.323% (17810/39296) 307/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s559ms | Loss: 2.000 | Acc: 45.348% (17878/39424) 308/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s599ms | Loss: 2.000 | Acc: 45.353% (17938/39552) 309/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s640ms | Loss: 2.000 | Acc: 45.330% (17987/39680) 310/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s681ms | Loss: 2.000 | Acc: 45.323% (18042/39808) 311/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s722ms | Loss: 2.000 | Acc: 45.335% (18105/39936) 312/391 
 [===================================================>.............]  Step: 40ms | Tot: 12s763ms | Loss: 1.999 | Acc: 45.355% (18171/40064) 313/391 
 [====================================================>............]  Step: 40ms | Tot: 12s803ms | Loss: 1.999 | Acc: 45.352% (18228/40192) 314/391 
 [====================================================>............]  Step: 40ms | Tot: 12s844ms | Loss: 1.999 | Acc: 45.372% (18294/40320) 315/391 
 [====================================================>............]  Step: 40ms | Tot: 12s885ms | Loss: 1.999 | Acc: 45.357% (18346/40448) 316/391 
 [====================================================>............]  Step: 40ms | Tot: 12s925ms | Loss: 1.999 | Acc: 45.354% (18403/40576) 317/391 
 [====================================================>............]  Step: 40ms | Tot: 12s966ms | Loss: 1.999 | Acc: 45.349% (18459/40704) 318/391 
 [====================================================>............]  Step: 40ms | Tot: 13s7ms | Loss: 1.999 | Acc: 45.357% (18520/40832) 319/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s47ms | Loss: 1.999 | Acc: 45.366% (18582/40960) 320/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s87ms | Loss: 1.999 | Acc: 45.368% (18641/41088) 321/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s128ms | Loss: 1.998 | Acc: 45.395% (18710/41216) 322/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s168ms | Loss: 1.998 | Acc: 45.397% (18769/41344) 323/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s209ms | Loss: 1.998 | Acc: 45.402% (18829/41472) 324/391 
 [=====================================================>...........]  Step: 40ms | Tot: 13s250ms | Loss: 1.997 | Acc: 45.418% (18894/41600) 325/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s291ms | Loss: 1.997 | Acc: 45.416% (18951/41728) 326/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s332ms | Loss: 1.996 | Acc: 45.434% (19017/41856) 327/391 
 [======================================================>..........]  Step: 40ms | Tot: 13s372ms | Loss: 1.996 | Acc: 45.444% (19079/41984) 328/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s414ms | Loss: 1.996 | Acc: 45.462% (19145/42112) 329/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s455ms | Loss: 1.996 | Acc: 45.455% (19200/42240) 330/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s496ms | Loss: 1.995 | Acc: 45.461% (19261/42368) 331/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s537ms | Loss: 1.995 | Acc: 45.480% (19327/42496) 332/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s579ms | Loss: 1.995 | Acc: 45.495% (19392/42624) 333/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s620ms | Loss: 1.995 | Acc: 45.486% (19446/42752) 334/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s661ms | Loss: 1.995 | Acc: 45.494% (19508/42880) 335/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s703ms | Loss: 1.994 | Acc: 45.515% (19575/43008) 336/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s744ms | Loss: 1.995 | Acc: 45.500% (19627/43136) 337/391 
 [========================================================>........]  Step: 41ms | Tot: 13s785ms | Loss: 1.995 | Acc: 45.497% (19684/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 13s828ms | Loss: 1.995 | Acc: 45.495% (19741/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 13s870ms | Loss: 1.994 | Acc: 45.512% (19807/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 13s913ms | Loss: 1.994 | Acc: 45.500% (19860/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 13s955ms | Loss: 1.994 | Acc: 45.484% (19911/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 13s997ms | Loss: 1.994 | Acc: 45.495% (19974/43904) 343/391 
 [=========================================================>.......]  Step: 40ms | Tot: 14s38ms | Loss: 1.994 | Acc: 45.467% (20020/44032) 344/391 
 [=========================================================>.......]  Step: 40ms | Tot: 14s78ms | Loss: 1.994 | Acc: 45.480% (20084/44160) 345/391 
 [=========================================================>.......]  Step: 40ms | Tot: 14s119ms | Loss: 1.994 | Acc: 45.489% (20146/44288) 346/391 
 [=========================================================>.......]  Step: 40ms | Tot: 14s160ms | Loss: 1.994 | Acc: 45.504% (20211/44416) 347/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s201ms | Loss: 1.994 | Acc: 45.488% (20262/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s243ms | Loss: 1.994 | Acc: 45.492% (20322/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s285ms | Loss: 1.994 | Acc: 45.469% (20370/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s328ms | Loss: 1.994 | Acc: 45.471% (20429/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s370ms | Loss: 1.994 | Acc: 45.455% (20480/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s412ms | Loss: 1.992 | Acc: 45.496% (20557/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s454ms | Loss: 1.992 | Acc: 45.502% (20618/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s497ms | Loss: 1.992 | Acc: 45.486% (20669/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s539ms | Loss: 1.992 | Acc: 45.481% (20725/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s581ms | Loss: 1.992 | Acc: 45.490% (20787/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s623ms | Loss: 1.993 | Acc: 45.474% (20838/45824) 358/391 
 [===========================================================>.....]  Step: 41ms | Tot: 14s665ms | Loss: 1.992 | Acc: 45.508% (20912/45952) 359/391 
 [===========================================================>.....]  Step: 41ms | Tot: 14s707ms | Loss: 1.992 | Acc: 45.495% (20964/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s749ms | Loss: 1.992 | Acc: 45.505% (21027/46208) 361/391 
 [============================================================>....]  Step: 41ms | Tot: 14s791ms | Loss: 1.992 | Acc: 45.520% (21092/46336) 362/391 
 [============================================================>....]  Step: 41ms | Tot: 14s833ms | Loss: 1.992 | Acc: 45.498% (21140/46464) 363/391 
 [============================================================>....]  Step: 41ms | Tot: 14s874ms | Loss: 1.992 | Acc: 45.499% (21199/46592) 364/391 
 [============================================================>....]  Step: 41ms | Tot: 14s916ms | Loss: 1.991 | Acc: 45.512% (21263/46720) 365/391 
 [============================================================>....]  Step: 41ms | Tot: 14s957ms | Loss: 1.991 | Acc: 45.522% (21326/46848) 366/391 
 [============================================================>....]  Step: 41ms | Tot: 14s998ms | Loss: 1.991 | Acc: 45.540% (21393/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s41ms | Loss: 1.990 | Acc: 45.538% (21450/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s83ms | Loss: 1.990 | Acc: 45.533% (21506/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s125ms | Loss: 1.990 | Acc: 45.538% (21567/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s168ms | Loss: 1.990 | Acc: 45.532% (21622/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s210ms | Loss: 1.989 | Acc: 45.537% (21683/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s253ms | Loss: 1.989 | Acc: 45.541% (21743/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s295ms | Loss: 1.990 | Acc: 45.532% (21797/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s337ms | Loss: 1.990 | Acc: 45.525% (21852/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s379ms | Loss: 1.990 | Acc: 45.524% (21910/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s422ms | Loss: 1.989 | Acc: 45.538% (21975/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s464ms | Loss: 1.988 | Acc: 45.563% (22045/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s506ms | Loss: 1.988 | Acc: 45.568% (22106/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s548ms | Loss: 1.989 | Acc: 45.561% (22161/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s590ms | Loss: 1.988 | Acc: 45.571% (22224/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s632ms | Loss: 1.988 | Acc: 45.585% (22289/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s674ms | Loss: 1.988 | Acc: 45.582% (22346/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s716ms | Loss: 1.988 | Acc: 45.597% (22412/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s759ms | Loss: 1.988 | Acc: 45.599% (22471/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 15s801ms | Loss: 1.987 | Acc: 45.602% (22531/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 15s845ms | Loss: 1.987 | Acc: 45.623% (22600/49536) 387/391 
 [================================================================>]  Step: 40ms | Tot: 15s885ms | Loss: 1.987 | Acc: 45.625% (22659/49664) 388/391 
 [================================================================>]  Step: 40ms | Tot: 15s925ms | Loss: 1.987 | Acc: 45.624% (22717/49792) 389/391 
 [================================================================>]  Step: 40ms | Tot: 15s966ms | Loss: 1.987 | Acc: 45.627% (22777/49920) 390/391 
 [================================================================>]  Step: 31ms | Tot: 15s997ms | Loss: 1.986 | Acc: 45.628% (22814/50000) 391/391 
 [>................................................................]  Step: 145ms | Tot: 0ms | Loss: 1.902 | Acc: 48.000% (48/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 1.913 | Acc: 49.500% (99/200)    2/100 
 [=>...............................................................]  Step: 12ms | Tot: 25ms | Loss: 1.866 | Acc: 50.667% (152/300)   3/100 
 [=>...............................................................]  Step: 10ms | Tot: 36ms | Loss: 1.861 | Acc: 51.000% (204/400)   4/100 
 [==>..............................................................]  Step: 13ms | Tot: 49ms | Loss: 1.930 | Acc: 48.600% (243/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 60ms | Loss: 1.963 | Acc: 48.333% (290/600)   6/100 
 [===>.............................................................]  Step: 12ms | Tot: 72ms | Loss: 1.960 | Acc: 48.857% (342/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 83ms | Loss: 1.928 | Acc: 49.750% (398/800)   8/100 
 [=====>...........................................................]  Step: 12ms | Tot: 96ms | Loss: 1.963 | Acc: 48.778% (439/900)   9/100 
 [=====>...........................................................]  Step: 10ms | Tot: 106ms | Loss: 1.944 | Acc: 48.700% (487/1000) 10/100 
 [======>..........................................................]  Step: 10ms | Tot: 117ms | Loss: 1.956 | Acc: 47.636% (524/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 128ms | Loss: 1.965 | Acc: 47.583% (571/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 138ms | Loss: 1.943 | Acc: 48.231% (627/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 149ms | Loss: 1.935 | Acc: 48.286% (676/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 160ms | Loss: 1.932 | Acc: 48.133% (722/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 171ms | Loss: 1.963 | Acc: 47.500% (760/1600) 16/100 
 [==========>......................................................]  Step: 10ms | Tot: 182ms | Loss: 1.968 | Acc: 47.353% (805/1700) 17/100 
 [===========>.....................................................]  Step: 10ms | Tot: 193ms | Loss: 1.976 | Acc: 47.167% (849/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 204ms | Loss: 1.975 | Acc: 47.421% (901/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 215ms | Loss: 1.965 | Acc: 47.550% (951/2000) 20/100 
 [=============>...................................................]  Step: 10ms | Tot: 226ms | Loss: 1.958 | Acc: 47.810% (1004/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 237ms | Loss: 1.960 | Acc: 47.864% (1053/2200) 22/100 
 [==============>..................................................]  Step: 10ms | Tot: 248ms | Loss: 1.959 | Acc: 47.783% (1099/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 259ms | Loss: 1.957 | Acc: 47.667% (1144/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 269ms | Loss: 1.950 | Acc: 47.800% (1195/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 281ms | Loss: 1.946 | Acc: 47.885% (1245/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 291ms | Loss: 1.948 | Acc: 47.852% (1292/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 303ms | Loss: 1.952 | Acc: 47.893% (1341/2800) 28/100 
 [==================>..............................................]  Step: 10ms | Tot: 313ms | Loss: 1.950 | Acc: 47.759% (1385/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 325ms | Loss: 1.947 | Acc: 47.767% (1433/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 336ms | Loss: 1.953 | Acc: 47.548% (1474/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 347ms | Loss: 1.944 | Acc: 47.781% (1529/3200) 32/100 
 [====================>............................................]  Step: 10ms | Tot: 358ms | Loss: 1.951 | Acc: 47.576% (1570/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 369ms | Loss: 1.954 | Acc: 47.500% (1615/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 380ms | Loss: 1.950 | Acc: 47.371% (1658/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 391ms | Loss: 1.953 | Acc: 47.278% (1702/3600) 36/100 
 [=======================>.........................................]  Step: 10ms | Tot: 402ms | Loss: 1.958 | Acc: 47.189% (1746/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 413ms | Loss: 1.951 | Acc: 47.342% (1799/3800) 38/100 
 [========================>........................................]  Step: 10ms | Tot: 424ms | Loss: 1.953 | Acc: 47.231% (1842/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 436ms | Loss: 1.947 | Acc: 47.375% (1895/4000) 40/100 
 [==========================>......................................]  Step: 10ms | Tot: 447ms | Loss: 1.947 | Acc: 47.293% (1939/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 458ms | Loss: 1.946 | Acc: 47.405% (1991/4200) 42/100 
 [===========================>.....................................]  Step: 10ms | Tot: 469ms | Loss: 1.949 | Acc: 47.465% (2041/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 480ms | Loss: 1.956 | Acc: 47.182% (2076/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 491ms | Loss: 1.956 | Acc: 47.133% (2121/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 502ms | Loss: 1.954 | Acc: 47.174% (2170/4600) 46/100 
 [=============================>...................................]  Step: 10ms | Tot: 513ms | Loss: 1.956 | Acc: 47.085% (2213/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 525ms | Loss: 1.964 | Acc: 46.917% (2252/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 536ms | Loss: 1.975 | Acc: 46.735% (2290/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 547ms | Loss: 1.975 | Acc: 46.660% (2333/5000) 50/100 
 [================================>................................]  Step: 10ms | Tot: 558ms | Loss: 1.972 | Acc: 46.608% (2377/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 569ms | Loss: 1.971 | Acc: 46.538% (2420/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 580ms | Loss: 1.969 | Acc: 46.604% (2470/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 592ms | Loss: 1.966 | Acc: 46.704% (2522/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 603ms | Loss: 1.972 | Acc: 46.545% (2560/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 615ms | Loss: 1.969 | Acc: 46.589% (2609/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 626ms | Loss: 1.964 | Acc: 46.737% (2664/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 637ms | Loss: 1.967 | Acc: 46.638% (2705/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 648ms | Loss: 1.964 | Acc: 46.695% (2755/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 659ms | Loss: 1.964 | Acc: 46.550% (2793/6000) 60/100 
 [=======================================>.........................]  Step: 10ms | Tot: 670ms | Loss: 1.966 | Acc: 46.557% (2840/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 682ms | Loss: 1.968 | Acc: 46.387% (2876/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 693ms | Loss: 1.970 | Acc: 46.365% (2921/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 704ms | Loss: 1.967 | Acc: 46.453% (2973/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 715ms | Loss: 1.968 | Acc: 46.492% (3022/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 727ms | Loss: 1.973 | Acc: 46.500% (3069/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 738ms | Loss: 1.974 | Acc: 46.493% (3115/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 749ms | Loss: 1.975 | Acc: 46.544% (3165/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 760ms | Loss: 1.972 | Acc: 46.565% (3213/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 771ms | Loss: 1.973 | Acc: 46.543% (3258/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 783ms | Loss: 1.975 | Acc: 46.493% (3301/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 794ms | Loss: 1.973 | Acc: 46.528% (3350/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 805ms | Loss: 1.971 | Acc: 46.534% (3397/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 817ms | Loss: 1.969 | Acc: 46.486% (3440/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 828ms | Loss: 1.973 | Acc: 46.413% (3481/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 839ms | Loss: 1.974 | Acc: 46.329% (3521/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 850ms | Loss: 1.973 | Acc: 46.338% (3568/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 861ms | Loss: 1.979 | Acc: 46.269% (3609/7800) 78/100 
 [==================================================>..............]  Step: 10ms | Tot: 872ms | Loss: 1.981 | Acc: 46.228% (3652/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 884ms | Loss: 1.980 | Acc: 46.237% (3699/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 895ms | Loss: 1.982 | Acc: 46.136% (3737/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 906ms | Loss: 1.983 | Acc: 46.159% (3785/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 917ms | Loss: 1.983 | Acc: 46.120% (3828/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 929ms | Loss: 1.982 | Acc: 46.143% (3876/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 940ms | Loss: 1.980 | Acc: 46.129% (3921/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 951ms | Loss: 1.973 | Acc: 46.337% (3985/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 962ms | Loss: 1.975 | Acc: 46.333% (4031/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 974ms | Loss: 1.973 | Acc: 46.375% (4081/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 985ms | Loss: 1.975 | Acc: 46.371% (4127/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 996ms | Loss: 1.976 | Acc: 46.356% (4172/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s7ms | Loss: 1.977 | Acc: 46.407% (4223/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s19ms | Loss: 1.977 | Acc: 46.326% (4262/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s30ms | Loss: 1.978 | Acc: 46.290% (4305/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s41ms | Loss: 1.978 | Acc: 46.309% (4353/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s52ms | Loss: 1.978 | Acc: 46.316% (4400/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s64ms | Loss: 1.976 | Acc: 46.344% (4449/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s75ms | Loss: 1.976 | Acc: 46.361% (4497/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s86ms | Loss: 1.977 | Acc: 46.357% (4543/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s97ms | Loss: 1.978 | Acc: 46.313% (4585/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s108ms | Loss: 1.978 | Acc: 46.360% (4636/10000) 100/100 
Saving..

Epoch: 6
 [>................................................................]  Step: 358ms | Tot: 0ms | Loss: 1.860 | Acc: 46.875% (60/128)    1/391 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 1.710 | Acc: 51.953% (133/256)   2/391 
 [>................................................................]  Step: 41ms | Tot: 82ms | Loss: 1.759 | Acc: 51.302% (197/384)   3/391 
 [>................................................................]  Step: 39ms | Tot: 122ms | Loss: 1.788 | Acc: 50.391% (258/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 163ms | Loss: 1.769 | Acc: 50.312% (322/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 203ms | Loss: 1.729 | Acc: 51.953% (399/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 244ms | Loss: 1.753 | Acc: 50.670% (454/896)  7/391 
 [=>...............................................................]  Step: 40ms | Tot: 285ms | Loss: 1.768 | Acc: 50.488% (517/1024) 8/391 
 [=>...............................................................]  Step: 40ms | Tot: 325ms | Loss: 1.737 | Acc: 51.389% (592/1152) 9/391 
 [=>...............................................................]  Step: 40ms | Tot: 366ms | Loss: 1.733 | Acc: 51.250% (656/1280) 10/391 
 [=>...............................................................]  Step: 40ms | Tot: 407ms | Loss: 1.711 | Acc: 52.131% (734/1408) 11/391 
 [=>...............................................................]  Step: 40ms | Tot: 447ms | Loss: 1.708 | Acc: 52.018% (799/1536) 12/391 
 [=>...............................................................]  Step: 40ms | Tot: 488ms | Loss: 1.711 | Acc: 52.103% (867/1664) 13/391 
 [==>..............................................................]  Step: 40ms | Tot: 528ms | Loss: 1.715 | Acc: 51.953% (931/1792) 14/391 
 [==>..............................................................]  Step: 40ms | Tot: 569ms | Loss: 1.715 | Acc: 51.927% (997/1920) 15/391 
 [==>..............................................................]  Step: 40ms | Tot: 610ms | Loss: 1.716 | Acc: 51.660% (1058/2048) 16/391 
 [==>..............................................................]  Step: 40ms | Tot: 650ms | Loss: 1.719 | Acc: 51.287% (1116/2176) 17/391 
 [==>..............................................................]  Step: 40ms | Tot: 691ms | Loss: 1.746 | Acc: 50.347% (1160/2304) 18/391 
 [==>..............................................................]  Step: 40ms | Tot: 731ms | Loss: 1.740 | Acc: 50.411% (1226/2432) 19/391 
 [===>.............................................................]  Step: 40ms | Tot: 772ms | Loss: 1.741 | Acc: 50.586% (1295/2560) 20/391 
 [===>.............................................................]  Step: 40ms | Tot: 813ms | Loss: 1.740 | Acc: 50.558% (1359/2688) 21/391 
 [===>.............................................................]  Step: 40ms | Tot: 853ms | Loss: 1.737 | Acc: 50.675% (1427/2816) 22/391 
 [===>.............................................................]  Step: 40ms | Tot: 894ms | Loss: 1.740 | Acc: 50.611% (1490/2944) 23/391 
 [===>.............................................................]  Step: 40ms | Tot: 935ms | Loss: 1.745 | Acc: 50.293% (1545/3072) 24/391 
 [===>.............................................................]  Step: 40ms | Tot: 975ms | Loss: 1.748 | Acc: 50.250% (1608/3200) 25/391 
 [====>............................................................]  Step: 40ms | Tot: 1s16ms | Loss: 1.742 | Acc: 50.541% (1682/3328) 26/391 
 [====>............................................................]  Step: 40ms | Tot: 1s57ms | Loss: 1.740 | Acc: 50.521% (1746/3456) 27/391 
 [====>............................................................]  Step: 40ms | Tot: 1s97ms | Loss: 1.737 | Acc: 50.586% (1813/3584) 28/391 
 [====>............................................................]  Step: 40ms | Tot: 1s138ms | Loss: 1.744 | Acc: 50.377% (1870/3712) 29/391 
 [====>............................................................]  Step: 40ms | Tot: 1s178ms | Loss: 1.746 | Acc: 50.443% (1937/3840) 30/391 
 [====>............................................................]  Step: 40ms | Tot: 1s219ms | Loss: 1.744 | Acc: 50.454% (2002/3968) 31/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s259ms | Loss: 1.743 | Acc: 50.439% (2066/4096) 32/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s300ms | Loss: 1.744 | Acc: 50.450% (2131/4224) 33/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s340ms | Loss: 1.739 | Acc: 50.804% (2211/4352) 34/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s381ms | Loss: 1.736 | Acc: 50.848% (2278/4480) 35/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s421ms | Loss: 1.736 | Acc: 50.890% (2345/4608) 36/391 
 [=====>...........................................................]  Step: 40ms | Tot: 1s462ms | Loss: 1.734 | Acc: 50.929% (2412/4736) 37/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s502ms | Loss: 1.742 | Acc: 50.925% (2477/4864) 38/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s543ms | Loss: 1.741 | Acc: 50.982% (2545/4992) 39/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s583ms | Loss: 1.739 | Acc: 51.035% (2613/5120) 40/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s624ms | Loss: 1.743 | Acc: 50.934% (2673/5248) 41/391 
 [======>..........................................................]  Step: 40ms | Tot: 1s665ms | Loss: 1.751 | Acc: 50.707% (2726/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s707ms | Loss: 1.749 | Acc: 50.690% (2790/5504) 43/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s748ms | Loss: 1.750 | Acc: 50.568% (2848/5632) 44/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s788ms | Loss: 1.751 | Acc: 50.573% (2913/5760) 45/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s829ms | Loss: 1.751 | Acc: 50.696% (2985/5888) 46/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s870ms | Loss: 1.751 | Acc: 50.715% (3051/6016) 47/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s911ms | Loss: 1.747 | Acc: 50.846% (3124/6144) 48/391 
 [=======>.........................................................]  Step: 40ms | Tot: 1s952ms | Loss: 1.745 | Acc: 50.973% (3197/6272) 49/391 
 [========>........................................................]  Step: 41ms | Tot: 1s993ms | Loss: 1.743 | Acc: 51.031% (3266/6400) 50/391 
 [========>........................................................]  Step: 41ms | Tot: 2s34ms | Loss: 1.744 | Acc: 50.950% (3326/6528) 51/391 
 [========>........................................................]  Step: 41ms | Tot: 2s75ms | Loss: 1.745 | Acc: 50.826% (3383/6656) 52/391 
 [========>........................................................]  Step: 40ms | Tot: 2s116ms | Loss: 1.748 | Acc: 50.840% (3449/6784) 53/391 
 [========>........................................................]  Step: 40ms | Tot: 2s157ms | Loss: 1.752 | Acc: 50.854% (3515/6912) 54/391 
 [========>........................................................]  Step: 40ms | Tot: 2s198ms | Loss: 1.749 | Acc: 50.909% (3584/7040) 55/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s239ms | Loss: 1.745 | Acc: 51.018% (3657/7168) 56/391 
 [=========>.......................................................]  Step: 40ms | Tot: 2s280ms | Loss: 1.751 | Acc: 50.918% (3715/7296) 57/391 
 [=========>.......................................................]  Step: 41ms | Tot: 2s321ms | Loss: 1.749 | Acc: 51.010% (3787/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s363ms | Loss: 1.746 | Acc: 51.099% (3859/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s406ms | Loss: 1.746 | Acc: 51.107% (3925/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s448ms | Loss: 1.750 | Acc: 51.076% (3988/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s491ms | Loss: 1.753 | Acc: 50.983% (4046/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s534ms | Loss: 1.757 | Acc: 50.905% (4105/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s576ms | Loss: 1.756 | Acc: 50.977% (4176/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s619ms | Loss: 1.758 | Acc: 50.889% (4234/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s662ms | Loss: 1.759 | Acc: 50.817% (4293/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s705ms | Loss: 1.759 | Acc: 50.793% (4356/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s747ms | Loss: 1.760 | Acc: 50.827% (4424/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s789ms | Loss: 1.763 | Acc: 50.725% (4480/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s831ms | Loss: 1.765 | Acc: 50.670% (4540/8960) 70/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s873ms | Loss: 1.768 | Acc: 50.594% (4598/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s916ms | Loss: 1.771 | Acc: 50.477% (4652/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s958ms | Loss: 1.774 | Acc: 50.428% (4712/9344) 73/391 
 [============>....................................................]  Step: 41ms | Tot: 2s999ms | Loss: 1.771 | Acc: 50.465% (4780/9472) 74/391 
 [============>....................................................]  Step: 41ms | Tot: 3s41ms | Loss: 1.771 | Acc: 50.490% (4847/9600) 75/391 
 [============>....................................................]  Step: 41ms | Tot: 3s83ms | Loss: 1.772 | Acc: 50.555% (4918/9728) 76/391 
 [============>....................................................]  Step: 41ms | Tot: 3s124ms | Loss: 1.770 | Acc: 50.497% (4977/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s167ms | Loss: 1.770 | Acc: 50.461% (5038/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s210ms | Loss: 1.768 | Acc: 50.544% (5111/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s252ms | Loss: 1.767 | Acc: 50.605% (5182/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s295ms | Loss: 1.766 | Acc: 50.656% (5252/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s337ms | Loss: 1.766 | Acc: 50.696% (5321/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s380ms | Loss: 1.770 | Acc: 50.565% (5372/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s422ms | Loss: 1.769 | Acc: 50.614% (5442/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s464ms | Loss: 1.771 | Acc: 50.597% (5505/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s507ms | Loss: 1.772 | Acc: 50.554% (5565/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s549ms | Loss: 1.774 | Acc: 50.539% (5628/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s591ms | Loss: 1.775 | Acc: 50.479% (5686/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s633ms | Loss: 1.775 | Acc: 50.544% (5758/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s675ms | Loss: 1.773 | Acc: 50.608% (5830/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s718ms | Loss: 1.774 | Acc: 50.549% (5888/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s760ms | Loss: 1.776 | Acc: 50.518% (5949/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s802ms | Loss: 1.775 | Acc: 50.554% (6018/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s844ms | Loss: 1.775 | Acc: 50.565% (6084/12032) 94/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s886ms | Loss: 1.775 | Acc: 50.584% (6151/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s928ms | Loss: 1.776 | Acc: 50.570% (6214/12288) 96/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s970ms | Loss: 1.776 | Acc: 50.612% (6284/12416) 97/391 
 [================>................................................]  Step: 41ms | Tot: 4s12ms | Loss: 1.776 | Acc: 50.622% (6350/12544) 98/391 
 [================>................................................]  Step: 41ms | Tot: 4s53ms | Loss: 1.777 | Acc: 50.623% (6415/12672) 99/391 
 [================>................................................]  Step: 41ms | Tot: 4s94ms | Loss: 1.776 | Acc: 50.625% (6480/12800) 100/391 
 [================>................................................]  Step: 41ms | Tot: 4s136ms | Loss: 1.777 | Acc: 50.603% (6542/12928) 101/391 
 [================>................................................]  Step: 41ms | Tot: 4s177ms | Loss: 1.776 | Acc: 50.620% (6609/13056) 102/391 
 [================>................................................]  Step: 41ms | Tot: 4s219ms | Loss: 1.778 | Acc: 50.592% (6670/13184) 103/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s261ms | Loss: 1.776 | Acc: 50.578% (6733/13312) 104/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s303ms | Loss: 1.775 | Acc: 50.632% (6805/13440) 105/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s344ms | Loss: 1.774 | Acc: 50.678% (6876/13568) 106/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s386ms | Loss: 1.776 | Acc: 50.613% (6932/13696) 107/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s428ms | Loss: 1.775 | Acc: 50.622% (6998/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s470ms | Loss: 1.775 | Acc: 50.573% (7056/13952) 109/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s512ms | Loss: 1.774 | Acc: 50.632% (7129/14080) 110/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s553ms | Loss: 1.775 | Acc: 50.633% (7194/14208) 111/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s595ms | Loss: 1.774 | Acc: 50.621% (7257/14336) 112/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s636ms | Loss: 1.776 | Acc: 50.539% (7310/14464) 113/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s678ms | Loss: 1.778 | Acc: 50.514% (7371/14592) 114/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s719ms | Loss: 1.777 | Acc: 50.523% (7437/14720) 115/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s761ms | Loss: 1.778 | Acc: 50.546% (7505/14848) 116/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s802ms | Loss: 1.781 | Acc: 50.474% (7559/14976) 117/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s843ms | Loss: 1.780 | Acc: 50.536% (7633/15104) 118/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s884ms | Loss: 1.780 | Acc: 50.538% (7698/15232) 119/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s925ms | Loss: 1.779 | Acc: 50.579% (7769/15360) 120/391 
 [===================>.............................................]  Step: 40ms | Tot: 4s965ms | Loss: 1.777 | Acc: 50.607% (7838/15488) 121/391 
 [====================>............................................]  Step: 41ms | Tot: 5s6ms | Loss: 1.778 | Acc: 50.570% (7897/15616) 122/391 
 [====================>............................................]  Step: 40ms | Tot: 5s47ms | Loss: 1.780 | Acc: 50.572% (7962/15744) 123/391 
 [====================>............................................]  Step: 40ms | Tot: 5s88ms | Loss: 1.780 | Acc: 50.548% (8023/15872) 124/391 
 [====================>............................................]  Step: 40ms | Tot: 5s129ms | Loss: 1.781 | Acc: 50.562% (8090/16000) 125/391 
 [====================>............................................]  Step: 40ms | Tot: 5s170ms | Loss: 1.782 | Acc: 50.546% (8152/16128) 126/391 
 [====================>............................................]  Step: 41ms | Tot: 5s211ms | Loss: 1.782 | Acc: 50.535% (8215/16256) 127/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s253ms | Loss: 1.784 | Acc: 50.488% (8272/16384) 128/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s294ms | Loss: 1.783 | Acc: 50.539% (8345/16512) 129/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s335ms | Loss: 1.784 | Acc: 50.559% (8413/16640) 130/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s377ms | Loss: 1.783 | Acc: 50.561% (8478/16768) 131/391 
 [=====================>...........................................]  Step: 44ms | Tot: 5s421ms | Loss: 1.783 | Acc: 50.533% (8538/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s464ms | Loss: 1.782 | Acc: 50.523% (8601/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s506ms | Loss: 1.783 | Acc: 50.507% (8663/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s549ms | Loss: 1.781 | Acc: 50.544% (8734/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s591ms | Loss: 1.782 | Acc: 50.506% (8792/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s634ms | Loss: 1.781 | Acc: 50.536% (8862/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s676ms | Loss: 1.781 | Acc: 50.526% (8925/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s719ms | Loss: 1.782 | Acc: 50.545% (8993/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s761ms | Loss: 1.781 | Acc: 50.530% (9055/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s803ms | Loss: 1.781 | Acc: 50.587% (9130/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s845ms | Loss: 1.782 | Acc: 50.550% (9188/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s888ms | Loss: 1.781 | Acc: 50.579% (9258/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s930ms | Loss: 1.781 | Acc: 50.591% (9325/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s972ms | Loss: 1.783 | Acc: 50.555% (9383/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s14ms | Loss: 1.783 | Acc: 50.551% (9447/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s57ms | Loss: 1.784 | Acc: 50.516% (9505/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s99ms | Loss: 1.783 | Acc: 50.533% (9573/18944) 148/391 
 [========================>........................................]  Step: 41ms | Tot: 6s141ms | Loss: 1.782 | Acc: 50.551% (9641/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s183ms | Loss: 1.782 | Acc: 50.547% (9705/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s225ms | Loss: 1.782 | Acc: 50.579% (9776/19328) 151/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s267ms | Loss: 1.783 | Acc: 50.565% (9838/19456) 152/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s308ms | Loss: 1.784 | Acc: 50.567% (9903/19584) 153/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s350ms | Loss: 1.785 | Acc: 50.568% (9968/19712) 154/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s392ms | Loss: 1.785 | Acc: 50.565% (10032/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s435ms | Loss: 1.785 | Acc: 50.616% (10107/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s477ms | Loss: 1.784 | Acc: 50.672% (10183/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s520ms | Loss: 1.784 | Acc: 50.638% (10241/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s563ms | Loss: 1.784 | Acc: 50.624% (10303/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s605ms | Loss: 1.784 | Acc: 50.625% (10368/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s647ms | Loss: 1.785 | Acc: 50.607% (10429/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s689ms | Loss: 1.786 | Acc: 50.584% (10489/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s732ms | Loss: 1.786 | Acc: 50.590% (10555/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s774ms | Loss: 1.788 | Acc: 50.514% (10604/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s816ms | Loss: 1.788 | Acc: 50.469% (10659/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s858ms | Loss: 1.787 | Acc: 50.513% (10733/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s901ms | Loss: 1.786 | Acc: 50.538% (10803/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s943ms | Loss: 1.786 | Acc: 50.563% (10873/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s986ms | Loss: 1.785 | Acc: 50.569% (10939/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s28ms | Loss: 1.785 | Acc: 50.579% (11006/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s71ms | Loss: 1.784 | Acc: 50.594% (11074/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s114ms | Loss: 1.785 | Acc: 50.600% (11140/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s156ms | Loss: 1.786 | Acc: 50.533% (11190/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s198ms | Loss: 1.786 | Acc: 50.534% (11255/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s240ms | Loss: 1.787 | Acc: 50.518% (11316/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s283ms | Loss: 1.785 | Acc: 50.546% (11387/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s325ms | Loss: 1.786 | Acc: 50.508% (11443/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s367ms | Loss: 1.786 | Acc: 50.478% (11501/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s409ms | Loss: 1.787 | Acc: 50.441% (11557/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s451ms | Loss: 1.788 | Acc: 50.421% (11617/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s493ms | Loss: 1.789 | Acc: 50.384% (11673/23168) 181/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s535ms | Loss: 1.788 | Acc: 50.416% (11745/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s577ms | Loss: 1.788 | Acc: 50.431% (11813/23424) 183/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s619ms | Loss: 1.787 | Acc: 50.459% (11884/23552) 184/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s661ms | Loss: 1.788 | Acc: 50.448% (11946/23680) 185/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s703ms | Loss: 1.789 | Acc: 50.466% (12015/23808) 186/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s744ms | Loss: 1.790 | Acc: 50.447% (12075/23936) 187/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s786ms | Loss: 1.790 | Acc: 50.436% (12137/24064) 188/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s827ms | Loss: 1.790 | Acc: 50.426% (12199/24192) 189/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s869ms | Loss: 1.791 | Acc: 50.448% (12269/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s911ms | Loss: 1.792 | Acc: 50.421% (12327/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s953ms | Loss: 1.792 | Acc: 50.419% (12391/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s995ms | Loss: 1.792 | Acc: 50.425% (12457/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s38ms | Loss: 1.792 | Acc: 50.407% (12517/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s80ms | Loss: 1.791 | Acc: 50.389% (12577/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s123ms | Loss: 1.792 | Acc: 50.343% (12630/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s165ms | Loss: 1.792 | Acc: 50.361% (12699/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s208ms | Loss: 1.792 | Acc: 50.343% (12759/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s250ms | Loss: 1.792 | Acc: 50.326% (12819/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s292ms | Loss: 1.793 | Acc: 50.328% (12884/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s334ms | Loss: 1.793 | Acc: 50.319% (12946/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s376ms | Loss: 1.793 | Acc: 50.333% (13014/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s418ms | Loss: 1.794 | Acc: 50.319% (13075/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s461ms | Loss: 1.795 | Acc: 50.329% (13142/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s503ms | Loss: 1.794 | Acc: 50.366% (13216/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s545ms | Loss: 1.795 | Acc: 50.356% (13278/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s587ms | Loss: 1.795 | Acc: 50.340% (13338/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s630ms | Loss: 1.796 | Acc: 50.338% (13402/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s672ms | Loss: 1.797 | Acc: 50.336% (13466/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s714ms | Loss: 1.798 | Acc: 50.312% (13524/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s756ms | Loss: 1.797 | Acc: 50.322% (13591/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s798ms | Loss: 1.797 | Acc: 50.317% (13654/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s840ms | Loss: 1.798 | Acc: 50.275% (13707/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s883ms | Loss: 1.799 | Acc: 50.248% (13764/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s925ms | Loss: 1.800 | Acc: 50.233% (13824/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s967ms | Loss: 1.800 | Acc: 50.231% (13888/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s10ms | Loss: 1.801 | Acc: 50.216% (13948/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s52ms | Loss: 1.801 | Acc: 50.233% (14017/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s94ms | Loss: 1.801 | Acc: 50.228% (14080/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s136ms | Loss: 1.801 | Acc: 50.234% (14146/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s178ms | Loss: 1.802 | Acc: 50.209% (14203/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s220ms | Loss: 1.802 | Acc: 50.215% (14269/28416) 222/391 
 [====================================>............................]  Step: 41ms | Tot: 9s262ms | Loss: 1.801 | Acc: 50.256% (14345/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s304ms | Loss: 1.801 | Acc: 50.255% (14409/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s346ms | Loss: 1.801 | Acc: 50.247% (14471/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s389ms | Loss: 1.801 | Acc: 50.256% (14538/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s431ms | Loss: 1.801 | Acc: 50.251% (14601/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s474ms | Loss: 1.801 | Acc: 50.281% (14674/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s516ms | Loss: 1.801 | Acc: 50.276% (14737/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s559ms | Loss: 1.801 | Acc: 50.279% (14802/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s601ms | Loss: 1.802 | Acc: 50.244% (14856/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s644ms | Loss: 1.803 | Acc: 50.216% (14912/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s686ms | Loss: 1.804 | Acc: 50.194% (14970/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s728ms | Loss: 1.804 | Acc: 50.187% (15032/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s770ms | Loss: 1.804 | Acc: 50.189% (15097/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s812ms | Loss: 1.804 | Acc: 50.202% (15165/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s854ms | Loss: 1.804 | Acc: 50.214% (15233/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s897ms | Loss: 1.804 | Acc: 50.217% (15298/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s939ms | Loss: 1.804 | Acc: 50.226% (15365/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s981ms | Loss: 1.804 | Acc: 50.225% (15429/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s23ms | Loss: 1.804 | Acc: 50.201% (15486/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s65ms | Loss: 1.805 | Acc: 50.197% (15549/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s108ms | Loss: 1.805 | Acc: 50.183% (15609/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s150ms | Loss: 1.805 | Acc: 50.195% (15677/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s192ms | Loss: 1.806 | Acc: 50.175% (15735/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s234ms | Loss: 1.805 | Acc: 50.194% (15805/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s277ms | Loss: 1.806 | Acc: 50.158% (15858/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s319ms | Loss: 1.806 | Acc: 50.148% (15919/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s361ms | Loss: 1.806 | Acc: 50.147% (15983/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s404ms | Loss: 1.807 | Acc: 50.125% (16040/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s446ms | Loss: 1.807 | Acc: 50.109% (16099/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s488ms | Loss: 1.807 | Acc: 50.105% (16162/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s530ms | Loss: 1.807 | Acc: 50.090% (16221/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s572ms | Loss: 1.807 | Acc: 50.065% (16277/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s614ms | Loss: 1.807 | Acc: 50.080% (16346/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s657ms | Loss: 1.807 | Acc: 50.082% (16411/32768) 256/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s699ms | Loss: 1.807 | Acc: 50.088% (16477/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s741ms | Loss: 1.806 | Acc: 50.121% (16552/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s783ms | Loss: 1.806 | Acc: 50.148% (16625/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s826ms | Loss: 1.806 | Acc: 50.141% (16687/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s868ms | Loss: 1.805 | Acc: 50.147% (16753/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s910ms | Loss: 1.805 | Acc: 50.155% (16820/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s953ms | Loss: 1.805 | Acc: 50.172% (16890/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s996ms | Loss: 1.805 | Acc: 50.157% (16949/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s38ms | Loss: 1.805 | Acc: 50.186% (17023/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s80ms | Loss: 1.805 | Acc: 50.182% (17086/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s122ms | Loss: 1.804 | Acc: 50.181% (17150/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s165ms | Loss: 1.805 | Acc: 50.181% (17214/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s207ms | Loss: 1.805 | Acc: 50.171% (17275/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s249ms | Loss: 1.805 | Acc: 50.171% (17339/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s291ms | Loss: 1.806 | Acc: 50.150% (17396/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s334ms | Loss: 1.806 | Acc: 50.152% (17461/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s376ms | Loss: 1.807 | Acc: 50.149% (17524/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s418ms | Loss: 1.806 | Acc: 50.157% (17591/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s460ms | Loss: 1.806 | Acc: 50.151% (17653/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s503ms | Loss: 1.807 | Acc: 50.133% (17711/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s545ms | Loss: 1.807 | Acc: 50.096% (17762/35456) 277/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s586ms | Loss: 1.808 | Acc: 50.073% (17818/35584) 278/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s628ms | Loss: 1.808 | Acc: 50.095% (17890/35712) 279/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s670ms | Loss: 1.808 | Acc: 50.081% (17949/35840) 280/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s712ms | Loss: 1.809 | Acc: 50.053% (18003/35968) 281/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s753ms | Loss: 1.808 | Acc: 50.091% (18081/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s795ms | Loss: 1.808 | Acc: 50.094% (18146/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s838ms | Loss: 1.807 | Acc: 50.099% (18212/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s880ms | Loss: 1.808 | Acc: 50.077% (18268/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s922ms | Loss: 1.808 | Acc: 50.068% (18329/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s965ms | Loss: 1.807 | Acc: 50.095% (18403/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s7ms | Loss: 1.807 | Acc: 50.098% (18468/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s49ms | Loss: 1.807 | Acc: 50.111% (18537/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s91ms | Loss: 1.807 | Acc: 50.110% (18601/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s133ms | Loss: 1.808 | Acc: 50.083% (18655/37248) 291/391 
 [================================================>................]  Step: 41ms | Tot: 12s175ms | Loss: 1.809 | Acc: 50.067% (18713/37376) 292/391 
 [================================================>................]  Step: 41ms | Tot: 12s216ms | Loss: 1.807 | Acc: 50.104% (18791/37504) 293/391 
 [================================================>................]  Step: 41ms | Tot: 12s258ms | Loss: 1.807 | Acc: 50.106% (18856/37632) 294/391 
 [================================================>................]  Step: 41ms | Tot: 12s299ms | Loss: 1.807 | Acc: 50.119% (18925/37760) 295/391 
 [=================================================>...............]  Step: 41ms | Tot: 12s341ms | Loss: 1.807 | Acc: 50.098% (18981/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s383ms | Loss: 1.807 | Acc: 50.092% (19043/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s425ms | Loss: 1.808 | Acc: 50.066% (19097/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s467ms | Loss: 1.809 | Acc: 50.042% (19152/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s509ms | Loss: 1.809 | Acc: 50.042% (19216/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s551ms | Loss: 1.809 | Acc: 50.062% (19288/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s594ms | Loss: 1.809 | Acc: 50.039% (19343/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s637ms | Loss: 1.809 | Acc: 50.031% (19404/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s679ms | Loss: 1.808 | Acc: 50.036% (19470/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s721ms | Loss: 1.809 | Acc: 50.023% (19529/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s764ms | Loss: 1.808 | Acc: 50.026% (19594/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s806ms | Loss: 1.809 | Acc: 50.003% (19649/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s848ms | Loss: 1.808 | Acc: 50.025% (19722/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s890ms | Loss: 1.808 | Acc: 50.033% (19789/39552) 309/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s932ms | Loss: 1.808 | Acc: 50.023% (19849/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s974ms | Loss: 1.808 | Acc: 50.020% (19912/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s17ms | Loss: 1.809 | Acc: 50.008% (19971/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s59ms | Loss: 1.809 | Acc: 50.002% (20033/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s101ms | Loss: 1.810 | Acc: 50.005% (20098/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s143ms | Loss: 1.809 | Acc: 50.012% (20165/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s185ms | Loss: 1.808 | Acc: 50.025% (20234/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s227ms | Loss: 1.809 | Acc: 50.012% (20293/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s269ms | Loss: 1.809 | Acc: 50.017% (20359/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s312ms | Loss: 1.810 | Acc: 49.990% (20412/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s354ms | Loss: 1.810 | Acc: 50.012% (20485/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s396ms | Loss: 1.810 | Acc: 50.007% (20547/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s438ms | Loss: 1.810 | Acc: 50.010% (20612/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s481ms | Loss: 1.810 | Acc: 50.022% (20681/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s523ms | Loss: 1.809 | Acc: 50.048% (20756/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s566ms | Loss: 1.809 | Acc: 50.062% (20826/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s608ms | Loss: 1.808 | Acc: 50.081% (20898/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s651ms | Loss: 1.808 | Acc: 50.086% (20964/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s693ms | Loss: 1.808 | Acc: 50.093% (21031/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s735ms | Loss: 1.808 | Acc: 50.076% (21088/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s778ms | Loss: 1.808 | Acc: 50.097% (21161/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s820ms | Loss: 1.809 | Acc: 50.101% (21227/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s862ms | Loss: 1.808 | Acc: 50.125% (21301/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s905ms | Loss: 1.808 | Acc: 50.124% (21365/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s947ms | Loss: 1.808 | Acc: 50.131% (21432/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s989ms | Loss: 1.808 | Acc: 50.128% (21495/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s32ms | Loss: 1.808 | Acc: 50.119% (21555/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s75ms | Loss: 1.807 | Acc: 50.116% (21618/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s117ms | Loss: 1.808 | Acc: 50.111% (21680/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s159ms | Loss: 1.807 | Acc: 50.118% (21747/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s202ms | Loss: 1.808 | Acc: 50.092% (21800/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s244ms | Loss: 1.808 | Acc: 50.080% (21859/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s286ms | Loss: 1.808 | Acc: 50.089% (21927/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s328ms | Loss: 1.808 | Acc: 50.080% (21987/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s370ms | Loss: 1.808 | Acc: 50.079% (22051/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s413ms | Loss: 1.807 | Acc: 50.093% (22121/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s455ms | Loss: 1.808 | Acc: 50.099% (22188/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s497ms | Loss: 1.808 | Acc: 50.086% (22246/44416) 347/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s539ms | Loss: 1.808 | Acc: 50.092% (22313/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s582ms | Loss: 1.808 | Acc: 50.096% (22379/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s624ms | Loss: 1.808 | Acc: 50.085% (22438/44800) 350/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s666ms | Loss: 1.808 | Acc: 50.091% (22505/44928) 351/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s707ms | Loss: 1.808 | Acc: 50.095% (22571/45056) 352/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s749ms | Loss: 1.807 | Acc: 50.113% (22643/45184) 353/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s791ms | Loss: 1.807 | Acc: 50.102% (22702/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s833ms | Loss: 1.806 | Acc: 50.121% (22775/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s875ms | Loss: 1.806 | Acc: 50.119% (22838/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s918ms | Loss: 1.806 | Acc: 50.129% (22907/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s960ms | Loss: 1.806 | Acc: 50.131% (22972/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s3ms | Loss: 1.806 | Acc: 50.113% (23028/45952) 359/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s45ms | Loss: 1.806 | Acc: 50.102% (23087/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s88ms | Loss: 1.805 | Acc: 50.108% (23154/46208) 361/391 
 [============================================================>....]  Step: 42ms | Tot: 15s130ms | Loss: 1.805 | Acc: 50.114% (23221/46336) 362/391 
 [============================================================>....]  Step: 42ms | Tot: 15s172ms | Loss: 1.805 | Acc: 50.114% (23285/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s215ms | Loss: 1.805 | Acc: 50.109% (23347/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s257ms | Loss: 1.805 | Acc: 50.105% (23409/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s299ms | Loss: 1.805 | Acc: 50.088% (23465/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s341ms | Loss: 1.805 | Acc: 50.100% (23535/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s383ms | Loss: 1.805 | Acc: 50.102% (23600/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s426ms | Loss: 1.805 | Acc: 50.104% (23665/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s468ms | Loss: 1.805 | Acc: 50.116% (23735/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s510ms | Loss: 1.805 | Acc: 50.124% (23803/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s552ms | Loss: 1.805 | Acc: 50.109% (23860/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s594ms | Loss: 1.805 | Acc: 50.109% (23924/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s636ms | Loss: 1.804 | Acc: 50.123% (23995/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s679ms | Loss: 1.803 | Acc: 50.125% (24060/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s721ms | Loss: 1.804 | Acc: 50.110% (24117/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s763ms | Loss: 1.804 | Acc: 50.120% (24186/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s805ms | Loss: 1.804 | Acc: 50.110% (24245/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s847ms | Loss: 1.804 | Acc: 50.109% (24309/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s890ms | Loss: 1.804 | Acc: 50.111% (24374/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s932ms | Loss: 1.804 | Acc: 50.100% (24433/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s974ms | Loss: 1.804 | Acc: 50.094% (24494/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s16ms | Loss: 1.804 | Acc: 50.108% (24565/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s58ms | Loss: 1.804 | Acc: 50.106% (24628/49152) 384/391 
 [===============================================================>.]  Step: 41ms | Tot: 16s100ms | Loss: 1.805 | Acc: 50.101% (24690/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s142ms | Loss: 1.805 | Acc: 50.081% (24744/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s187ms | Loss: 1.805 | Acc: 50.099% (24817/49536) 387/391 
 [================================================================>]  Step: 41ms | Tot: 16s228ms | Loss: 1.805 | Acc: 50.099% (24881/49664) 388/391 
 [================================================================>]  Step: 44ms | Tot: 16s272ms | Loss: 1.805 | Acc: 50.080% (24936/49792) 389/391 
 [================================================================>]  Step: 42ms | Tot: 16s315ms | Loss: 1.806 | Acc: 50.068% (24994/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s345ms | Loss: 1.806 | Acc: 50.054% (25027/50000) 391/391 
 [>................................................................]  Step: 136ms | Tot: 0ms | Loss: 1.840 | Acc: 55.000% (55/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 1.859 | Acc: 56.500% (113/200)   2/100 
 [=>...............................................................]  Step: 13ms | Tot: 25ms | Loss: 1.853 | Acc: 53.667% (161/300)   3/100 
 [=>...............................................................]  Step: 9ms | Tot: 35ms | Loss: 1.892 | Acc: 52.500% (210/400)    4/100 
 [==>..............................................................]  Step: 11ms | Tot: 47ms | Loss: 1.937 | Acc: 51.000% (255/500)   5/100 
 [===>.............................................................]  Step: 11ms | Tot: 58ms | Loss: 1.976 | Acc: 49.333% (296/600)   6/100 
 [===>.............................................................]  Step: 10ms | Tot: 69ms | Loss: 1.964 | Acc: 49.286% (345/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 80ms | Loss: 1.933 | Acc: 48.875% (391/800)   8/100 
 [=====>...........................................................]  Step: 10ms | Tot: 91ms | Loss: 1.945 | Acc: 48.667% (438/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 102ms | Loss: 1.918 | Acc: 49.600% (496/1000) 10/100 
 [======>..........................................................]  Step: 10ms | Tot: 113ms | Loss: 1.933 | Acc: 49.182% (541/1100) 11/100 
 [=======>.........................................................]  Step: 10ms | Tot: 123ms | Loss: 1.917 | Acc: 49.333% (592/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 134ms | Loss: 1.892 | Acc: 49.615% (645/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 145ms | Loss: 1.888 | Acc: 49.714% (696/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 156ms | Loss: 1.883 | Acc: 49.800% (747/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 167ms | Loss: 1.909 | Acc: 49.188% (787/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 178ms | Loss: 1.902 | Acc: 49.235% (837/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 190ms | Loss: 1.908 | Acc: 48.833% (879/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 201ms | Loss: 1.900 | Acc: 48.895% (929/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 212ms | Loss: 1.891 | Acc: 49.000% (980/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 223ms | Loss: 1.877 | Acc: 49.476% (1039/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 235ms | Loss: 1.885 | Acc: 49.455% (1088/2200) 22/100 
 [==============>..................................................]  Step: 10ms | Tot: 246ms | Loss: 1.888 | Acc: 49.304% (1134/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 257ms | Loss: 1.887 | Acc: 49.208% (1181/2400) 24/100 
 [===============>.................................................]  Step: 10ms | Tot: 268ms | Loss: 1.878 | Acc: 49.240% (1231/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 279ms | Loss: 1.878 | Acc: 49.154% (1278/2600) 26/100 
 [================>................................................]  Step: 10ms | Tot: 290ms | Loss: 1.880 | Acc: 49.185% (1328/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 301ms | Loss: 1.881 | Acc: 49.179% (1377/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 312ms | Loss: 1.880 | Acc: 49.414% (1433/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 324ms | Loss: 1.879 | Acc: 49.367% (1481/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 335ms | Loss: 1.882 | Acc: 49.290% (1528/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 346ms | Loss: 1.874 | Acc: 49.438% (1582/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 357ms | Loss: 1.879 | Acc: 49.273% (1626/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 368ms | Loss: 1.879 | Acc: 49.235% (1674/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 380ms | Loss: 1.877 | Acc: 49.143% (1720/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 391ms | Loss: 1.883 | Acc: 49.028% (1765/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 402ms | Loss: 1.888 | Acc: 49.081% (1816/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 414ms | Loss: 1.880 | Acc: 49.237% (1871/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 425ms | Loss: 1.879 | Acc: 49.154% (1917/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 437ms | Loss: 1.874 | Acc: 49.250% (1970/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 448ms | Loss: 1.879 | Acc: 49.146% (2015/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 460ms | Loss: 1.877 | Acc: 49.262% (2069/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 471ms | Loss: 1.878 | Acc: 49.163% (2114/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 482ms | Loss: 1.884 | Acc: 49.023% (2157/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 494ms | Loss: 1.878 | Acc: 49.244% (2216/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 505ms | Loss: 1.879 | Acc: 49.217% (2264/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 516ms | Loss: 1.880 | Acc: 49.170% (2311/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 528ms | Loss: 1.887 | Acc: 49.125% (2358/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 539ms | Loss: 1.894 | Acc: 49.020% (2402/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 551ms | Loss: 1.894 | Acc: 49.080% (2454/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 562ms | Loss: 1.891 | Acc: 49.039% (2501/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 574ms | Loss: 1.889 | Acc: 49.077% (2552/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 585ms | Loss: 1.889 | Acc: 49.019% (2598/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 597ms | Loss: 1.886 | Acc: 49.093% (2651/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 608ms | Loss: 1.887 | Acc: 49.109% (2701/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 620ms | Loss: 1.883 | Acc: 49.250% (2758/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 631ms | Loss: 1.877 | Acc: 49.333% (2812/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 643ms | Loss: 1.881 | Acc: 49.293% (2859/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 654ms | Loss: 1.881 | Acc: 49.305% (2909/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 666ms | Loss: 1.882 | Acc: 49.167% (2950/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 677ms | Loss: 1.884 | Acc: 49.115% (2996/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 688ms | Loss: 1.886 | Acc: 49.016% (3039/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 700ms | Loss: 1.887 | Acc: 48.937% (3083/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 711ms | Loss: 1.881 | Acc: 49.078% (3141/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 723ms | Loss: 1.881 | Acc: 49.062% (3189/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 734ms | Loss: 1.890 | Acc: 48.909% (3228/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 745ms | Loss: 1.886 | Acc: 48.925% (3278/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 757ms | Loss: 1.888 | Acc: 48.868% (3323/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 768ms | Loss: 1.889 | Acc: 48.884% (3373/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 780ms | Loss: 1.891 | Acc: 48.814% (3417/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 791ms | Loss: 1.892 | Acc: 48.775% (3463/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 802ms | Loss: 1.888 | Acc: 48.889% (3520/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 814ms | Loss: 1.887 | Acc: 48.877% (3568/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 825ms | Loss: 1.887 | Acc: 48.784% (3610/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 836ms | Loss: 1.885 | Acc: 48.840% (3663/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 848ms | Loss: 1.887 | Acc: 48.763% (3706/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 859ms | Loss: 1.884 | Acc: 48.805% (3758/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 870ms | Loss: 1.888 | Acc: 48.744% (3802/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 882ms | Loss: 1.891 | Acc: 48.658% (3844/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 893ms | Loss: 1.890 | Acc: 48.750% (3900/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 904ms | Loss: 1.890 | Acc: 48.753% (3949/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 916ms | Loss: 1.893 | Acc: 48.756% (3998/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 927ms | Loss: 1.894 | Acc: 48.783% (4049/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 939ms | Loss: 1.893 | Acc: 48.810% (4100/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 950ms | Loss: 1.892 | Acc: 48.753% (4144/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 961ms | Loss: 1.886 | Acc: 48.860% (4202/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 972ms | Loss: 1.888 | Acc: 48.862% (4251/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 984ms | Loss: 1.885 | Acc: 48.875% (4301/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 995ms | Loss: 1.887 | Acc: 48.876% (4350/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s7ms | Loss: 1.887 | Acc: 48.889% (4400/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s18ms | Loss: 1.887 | Acc: 48.846% (4445/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s29ms | Loss: 1.887 | Acc: 48.793% (4489/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s41ms | Loss: 1.885 | Acc: 48.828% (4541/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s52ms | Loss: 1.887 | Acc: 48.755% (4583/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s63ms | Loss: 1.888 | Acc: 48.821% (4638/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s75ms | Loss: 1.886 | Acc: 48.896% (4694/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s86ms | Loss: 1.885 | Acc: 48.887% (4742/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s97ms | Loss: 1.886 | Acc: 48.898% (4792/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s109ms | Loss: 1.886 | Acc: 48.919% (4843/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s120ms | Loss: 1.886 | Acc: 48.890% (4889/10000) 100/100 
Saving..

Epoch: 7
 [>................................................................]  Step: 346ms | Tot: 0ms | Loss: 1.792 | Acc: 48.438% (62/128)    1/391 
 [>................................................................]  Step: 40ms | Tot: 40ms | Loss: 1.759 | Acc: 50.781% (130/256)   2/391 
 [>................................................................]  Step: 41ms | Tot: 82ms | Loss: 1.717 | Acc: 51.042% (196/384)   3/391 
 [>................................................................]  Step: 39ms | Tot: 121ms | Loss: 1.661 | Acc: 53.711% (275/512)  4/391 
 [>................................................................]  Step: 41ms | Tot: 163ms | Loss: 1.670 | Acc: 54.062% (346/640)  5/391 
 [>................................................................]  Step: 41ms | Tot: 205ms | Loss: 1.667 | Acc: 54.557% (419/768)  6/391 
 [>................................................................]  Step: 41ms | Tot: 247ms | Loss: 1.682 | Acc: 53.571% (480/896)  7/391 
 [=>...............................................................]  Step: 41ms | Tot: 289ms | Loss: 1.678 | Acc: 53.809% (551/1024) 8/391 
 [=>...............................................................]  Step: 42ms | Tot: 331ms | Loss: 1.682 | Acc: 53.646% (618/1152) 9/391 
 [=>...............................................................]  Step: 42ms | Tot: 374ms | Loss: 1.685 | Acc: 53.594% (686/1280) 10/391 
 [=>...............................................................]  Step: 42ms | Tot: 416ms | Loss: 1.691 | Acc: 53.764% (757/1408) 11/391 
 [=>...............................................................]  Step: 42ms | Tot: 459ms | Loss: 1.685 | Acc: 53.841% (827/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 502ms | Loss: 1.692 | Acc: 53.245% (886/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 544ms | Loss: 1.692 | Acc: 53.237% (954/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 586ms | Loss: 1.699 | Acc: 53.281% (1023/1920) 15/391 
 [==>..............................................................]  Step: 41ms | Tot: 628ms | Loss: 1.695 | Acc: 53.418% (1094/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 670ms | Loss: 1.694 | Acc: 53.263% (1159/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 712ms | Loss: 1.691 | Acc: 53.429% (1231/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 754ms | Loss: 1.691 | Acc: 53.248% (1295/2432) 19/391 
 [===>.............................................................]  Step: 41ms | Tot: 796ms | Loss: 1.691 | Acc: 53.281% (1364/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 838ms | Loss: 1.684 | Acc: 53.385% (1435/2688) 21/391 
 [===>.............................................................]  Step: 42ms | Tot: 880ms | Loss: 1.681 | Acc: 53.480% (1506/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 922ms | Loss: 1.676 | Acc: 53.668% (1580/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 964ms | Loss: 1.676 | Acc: 53.613% (1647/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s6ms | Loss: 1.671 | Acc: 53.625% (1716/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s48ms | Loss: 1.663 | Acc: 53.846% (1792/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s91ms | Loss: 1.669 | Acc: 53.588% (1852/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s133ms | Loss: 1.668 | Acc: 53.655% (1923/3584) 28/391 
 [====>............................................................]  Step: 42ms | Tot: 1s175ms | Loss: 1.673 | Acc: 53.475% (1985/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s217ms | Loss: 1.674 | Acc: 53.333% (2048/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s260ms | Loss: 1.676 | Acc: 53.226% (2112/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s302ms | Loss: 1.677 | Acc: 53.345% (2185/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s344ms | Loss: 1.673 | Acc: 53.409% (2256/4224) 33/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s386ms | Loss: 1.672 | Acc: 53.332% (2321/4352) 34/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s428ms | Loss: 1.670 | Acc: 53.482% (2396/4480) 35/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s470ms | Loss: 1.667 | Acc: 53.689% (2474/4608) 36/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s511ms | Loss: 1.665 | Acc: 53.674% (2542/4736) 37/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s553ms | Loss: 1.674 | Acc: 53.454% (2600/4864) 38/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s595ms | Loss: 1.672 | Acc: 53.566% (2674/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s637ms | Loss: 1.671 | Acc: 53.555% (2742/5120) 40/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s679ms | Loss: 1.669 | Acc: 53.620% (2814/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s721ms | Loss: 1.670 | Acc: 53.534% (2878/5376) 42/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s763ms | Loss: 1.667 | Acc: 53.597% (2950/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s806ms | Loss: 1.665 | Acc: 53.658% (3022/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s848ms | Loss: 1.667 | Acc: 53.594% (3087/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s891ms | Loss: 1.669 | Acc: 53.550% (3153/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s933ms | Loss: 1.668 | Acc: 53.541% (3221/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s976ms | Loss: 1.663 | Acc: 53.695% (3299/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 2s18ms | Loss: 1.662 | Acc: 53.731% (3370/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s61ms | Loss: 1.662 | Acc: 53.781% (3442/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s103ms | Loss: 1.666 | Acc: 53.631% (3501/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s145ms | Loss: 1.661 | Acc: 53.696% (3574/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s187ms | Loss: 1.663 | Acc: 53.611% (3637/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s229ms | Loss: 1.658 | Acc: 53.675% (3710/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s271ms | Loss: 1.657 | Acc: 53.750% (3784/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s313ms | Loss: 1.657 | Acc: 53.697% (3849/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s356ms | Loss: 1.656 | Acc: 53.714% (3919/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s398ms | Loss: 1.656 | Acc: 53.677% (3985/7424) 58/391 
 [=========>.......................................................]  Step: 41ms | Tot: 2s440ms | Loss: 1.654 | Acc: 53.668% (4053/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s482ms | Loss: 1.654 | Acc: 53.646% (4120/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s524ms | Loss: 1.656 | Acc: 53.612% (4186/7808) 61/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s566ms | Loss: 1.653 | Acc: 53.705% (4262/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s608ms | Loss: 1.649 | Acc: 53.819% (4340/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s650ms | Loss: 1.650 | Acc: 53.809% (4408/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s692ms | Loss: 1.650 | Acc: 53.846% (4480/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s735ms | Loss: 1.650 | Acc: 53.764% (4542/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s777ms | Loss: 1.653 | Acc: 53.743% (4609/8576) 67/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s819ms | Loss: 1.656 | Acc: 53.676% (4672/8704) 68/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s861ms | Loss: 1.657 | Acc: 53.680% (4741/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s903ms | Loss: 1.660 | Acc: 53.627% (4805/8960) 70/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s945ms | Loss: 1.662 | Acc: 53.587% (4870/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s987ms | Loss: 1.661 | Acc: 53.602% (4940/9216) 72/391 
 [===========>.....................................................]  Step: 41ms | Tot: 3s29ms | Loss: 1.661 | Acc: 53.639% (5012/9344) 73/391 
 [============>....................................................]  Step: 41ms | Tot: 3s70ms | Loss: 1.659 | Acc: 53.685% (5085/9472) 74/391 
 [============>....................................................]  Step: 41ms | Tot: 3s112ms | Loss: 1.658 | Acc: 53.667% (5152/9600) 75/391 
 [============>....................................................]  Step: 41ms | Tot: 3s153ms | Loss: 1.657 | Acc: 53.690% (5223/9728) 76/391 
 [============>....................................................]  Step: 41ms | Tot: 3s194ms | Loss: 1.657 | Acc: 53.734% (5296/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s236ms | Loss: 1.658 | Acc: 53.746% (5366/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s279ms | Loss: 1.661 | Acc: 53.649% (5425/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s321ms | Loss: 1.659 | Acc: 53.701% (5499/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s363ms | Loss: 1.660 | Acc: 53.655% (5563/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s406ms | Loss: 1.660 | Acc: 53.668% (5633/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s448ms | Loss: 1.658 | Acc: 53.709% (5706/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s491ms | Loss: 1.661 | Acc: 53.599% (5763/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s533ms | Loss: 1.661 | Acc: 53.566% (5828/10880) 85/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s575ms | Loss: 1.660 | Acc: 53.579% (5898/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s618ms | Loss: 1.662 | Acc: 53.520% (5960/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s660ms | Loss: 1.664 | Acc: 53.516% (6028/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s702ms | Loss: 1.663 | Acc: 53.546% (6100/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s744ms | Loss: 1.661 | Acc: 53.620% (6177/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s786ms | Loss: 1.661 | Acc: 53.606% (6244/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s828ms | Loss: 1.662 | Acc: 53.541% (6305/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s870ms | Loss: 1.664 | Acc: 53.453% (6363/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s912ms | Loss: 1.665 | Acc: 53.474% (6434/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s954ms | Loss: 1.662 | Acc: 53.536% (6510/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s997ms | Loss: 1.662 | Acc: 53.581% (6584/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s39ms | Loss: 1.663 | Acc: 53.576% (6652/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s81ms | Loss: 1.663 | Acc: 53.579% (6721/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s123ms | Loss: 1.663 | Acc: 53.598% (6792/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s165ms | Loss: 1.662 | Acc: 53.570% (6857/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s207ms | Loss: 1.663 | Acc: 53.574% (6926/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s249ms | Loss: 1.664 | Acc: 53.600% (6998/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s292ms | Loss: 1.664 | Acc: 53.633% (7071/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s334ms | Loss: 1.666 | Acc: 53.598% (7135/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s376ms | Loss: 1.665 | Acc: 53.609% (7205/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s418ms | Loss: 1.667 | Acc: 53.575% (7269/13568) 106/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s460ms | Loss: 1.665 | Acc: 53.592% (7340/13696) 107/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s502ms | Loss: 1.666 | Acc: 53.523% (7399/13824) 108/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s544ms | Loss: 1.668 | Acc: 53.498% (7464/13952) 109/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s586ms | Loss: 1.666 | Acc: 53.509% (7534/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s628ms | Loss: 1.667 | Acc: 53.491% (7600/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s670ms | Loss: 1.666 | Acc: 53.537% (7675/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s712ms | Loss: 1.667 | Acc: 53.491% (7737/14464) 113/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s753ms | Loss: 1.668 | Acc: 53.461% (7801/14592) 114/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s795ms | Loss: 1.667 | Acc: 53.471% (7871/14720) 115/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s837ms | Loss: 1.667 | Acc: 53.475% (7940/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s880ms | Loss: 1.666 | Acc: 53.486% (8010/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s923ms | Loss: 1.669 | Acc: 53.383% (8063/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s965ms | Loss: 1.670 | Acc: 53.342% (8125/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s8ms | Loss: 1.670 | Acc: 53.333% (8192/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s50ms | Loss: 1.668 | Acc: 53.345% (8262/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s93ms | Loss: 1.668 | Acc: 53.356% (8332/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s135ms | Loss: 1.670 | Acc: 53.277% (8388/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s177ms | Loss: 1.672 | Acc: 53.226% (8448/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s219ms | Loss: 1.672 | Acc: 53.244% (8519/16000) 125/391 
 [====================>............................................]  Step: 42ms | Tot: 5s262ms | Loss: 1.671 | Acc: 53.280% (8593/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s304ms | Loss: 1.670 | Acc: 53.310% (8666/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s346ms | Loss: 1.670 | Acc: 53.284% (8730/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s388ms | Loss: 1.671 | Acc: 53.246% (8792/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s430ms | Loss: 1.671 | Acc: 53.257% (8862/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s472ms | Loss: 1.669 | Acc: 53.310% (8939/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s515ms | Loss: 1.670 | Acc: 53.285% (9003/16896) 132/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s557ms | Loss: 1.669 | Acc: 53.301% (9074/17024) 133/391 
 [======================>..........................................]  Step: 41ms | Tot: 5s599ms | Loss: 1.672 | Acc: 53.224% (9129/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s641ms | Loss: 1.672 | Acc: 53.223% (9197/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s683ms | Loss: 1.672 | Acc: 53.200% (9261/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s725ms | Loss: 1.671 | Acc: 53.228% (9334/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s768ms | Loss: 1.670 | Acc: 53.238% (9404/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s810ms | Loss: 1.670 | Acc: 53.254% (9475/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s852ms | Loss: 1.669 | Acc: 53.259% (9544/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s894ms | Loss: 1.669 | Acc: 53.291% (9618/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s936ms | Loss: 1.669 | Acc: 53.257% (9680/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s978ms | Loss: 1.669 | Acc: 53.234% (9744/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s20ms | Loss: 1.670 | Acc: 53.228% (9811/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s63ms | Loss: 1.669 | Acc: 53.238% (9881/18560) 145/391 
 [========================>........................................]  Step: 41ms | Tot: 6s105ms | Loss: 1.669 | Acc: 53.237% (9949/18688) 146/391 
 [========================>........................................]  Step: 41ms | Tot: 6s147ms | Loss: 1.670 | Acc: 53.226% (10015/18816) 147/391 
 [========================>........................................]  Step: 41ms | Tot: 6s188ms | Loss: 1.669 | Acc: 53.209% (10080/18944) 148/391 
 [========================>........................................]  Step: 41ms | Tot: 6s230ms | Loss: 1.669 | Acc: 53.225% (10151/19072) 149/391 
 [========================>........................................]  Step: 41ms | Tot: 6s272ms | Loss: 1.670 | Acc: 53.188% (10212/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s314ms | Loss: 1.669 | Acc: 53.182% (10279/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s356ms | Loss: 1.669 | Acc: 53.192% (10349/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s398ms | Loss: 1.668 | Acc: 53.166% (10412/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s440ms | Loss: 1.668 | Acc: 53.166% (10480/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s483ms | Loss: 1.670 | Acc: 53.130% (10541/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s525ms | Loss: 1.673 | Acc: 53.080% (10599/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s568ms | Loss: 1.675 | Acc: 52.996% (10650/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s610ms | Loss: 1.676 | Acc: 52.947% (10708/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s652ms | Loss: 1.676 | Acc: 52.953% (10777/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s694ms | Loss: 1.676 | Acc: 52.979% (10850/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s736ms | Loss: 1.675 | Acc: 53.009% (10924/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s779ms | Loss: 1.674 | Acc: 53.043% (10999/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s821ms | Loss: 1.675 | Acc: 53.029% (11064/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s863ms | Loss: 1.675 | Acc: 53.034% (11133/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s905ms | Loss: 1.675 | Acc: 53.040% (11202/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s947ms | Loss: 1.676 | Acc: 53.036% (11269/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s989ms | Loss: 1.677 | Acc: 53.013% (11332/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s31ms | Loss: 1.677 | Acc: 53.013% (11400/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s74ms | Loss: 1.676 | Acc: 53.051% (11476/21632) 169/391 
 [============================>....................................]  Step: 41ms | Tot: 7s116ms | Loss: 1.678 | Acc: 53.006% (11534/21760) 170/391 
 [============================>....................................]  Step: 41ms | Tot: 7s158ms | Loss: 1.678 | Acc: 53.006% (11602/21888) 171/391 
 [============================>....................................]  Step: 41ms | Tot: 7s199ms | Loss: 1.678 | Acc: 53.043% (11678/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s241ms | Loss: 1.678 | Acc: 53.039% (11745/22144) 173/391 
 [============================>....................................]  Step: 41ms | Tot: 7s283ms | Loss: 1.678 | Acc: 53.058% (11817/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s325ms | Loss: 1.676 | Acc: 53.062% (11886/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s368ms | Loss: 1.677 | Acc: 53.032% (11947/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s410ms | Loss: 1.678 | Acc: 53.028% (12014/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s452ms | Loss: 1.680 | Acc: 52.967% (12068/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s494ms | Loss: 1.679 | Acc: 52.981% (12139/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s537ms | Loss: 1.680 | Acc: 52.964% (12203/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s580ms | Loss: 1.681 | Acc: 52.918% (12260/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s622ms | Loss: 1.682 | Acc: 52.897% (12323/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s664ms | Loss: 1.681 | Acc: 52.920% (12396/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s706ms | Loss: 1.680 | Acc: 52.942% (12469/23552) 184/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s748ms | Loss: 1.680 | Acc: 52.956% (12540/23680) 185/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s790ms | Loss: 1.678 | Acc: 52.991% (12616/23808) 186/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s832ms | Loss: 1.678 | Acc: 53.016% (12690/23936) 187/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s873ms | Loss: 1.676 | Acc: 53.042% (12764/24064) 188/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s915ms | Loss: 1.676 | Acc: 53.038% (12831/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s958ms | Loss: 1.677 | Acc: 53.039% (12899/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s | Loss: 1.677 | Acc: 53.027% (12964/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s42ms | Loss: 1.677 | Acc: 53.035% (13034/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s85ms | Loss: 1.678 | Acc: 52.983% (13089/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s127ms | Loss: 1.679 | Acc: 52.960% (13151/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s170ms | Loss: 1.679 | Acc: 52.977% (13223/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s212ms | Loss: 1.680 | Acc: 52.982% (13292/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s254ms | Loss: 1.680 | Acc: 52.998% (13364/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s297ms | Loss: 1.680 | Acc: 53.018% (13437/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s339ms | Loss: 1.679 | Acc: 53.050% (13513/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s381ms | Loss: 1.678 | Acc: 53.078% (13588/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s423ms | Loss: 1.679 | Acc: 53.071% (13654/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s465ms | Loss: 1.680 | Acc: 53.059% (13719/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s508ms | Loss: 1.680 | Acc: 53.060% (13787/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s550ms | Loss: 1.681 | Acc: 53.033% (13848/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s592ms | Loss: 1.680 | Acc: 53.037% (13917/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s634ms | Loss: 1.680 | Acc: 53.026% (13982/26368) 206/391 
 [==================================>..............................]  Step: 41ms | Tot: 8s676ms | Loss: 1.681 | Acc: 53.012% (14046/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s718ms | Loss: 1.680 | Acc: 53.035% (14120/26624) 208/391 
 [==================================>..............................]  Step: 41ms | Tot: 8s760ms | Loss: 1.681 | Acc: 53.009% (14181/26752) 209/391 
 [==================================>..............................]  Step: 41ms | Tot: 8s802ms | Loss: 1.680 | Acc: 53.028% (14254/26880) 210/391 
 [==================================>..............................]  Step: 41ms | Tot: 8s843ms | Loss: 1.680 | Acc: 53.010% (14317/27008) 211/391 
 [===================================>.............................]  Step: 41ms | Tot: 8s885ms | Loss: 1.680 | Acc: 53.011% (14385/27136) 212/391 
 [===================================>.............................]  Step: 41ms | Tot: 8s926ms | Loss: 1.679 | Acc: 53.030% (14458/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s969ms | Loss: 1.679 | Acc: 53.030% (14526/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s11ms | Loss: 1.679 | Acc: 53.034% (14595/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s54ms | Loss: 1.679 | Acc: 53.060% (14670/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s96ms | Loss: 1.680 | Acc: 53.060% (14738/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s139ms | Loss: 1.680 | Acc: 53.060% (14806/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s181ms | Loss: 1.679 | Acc: 53.068% (14876/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s224ms | Loss: 1.679 | Acc: 53.079% (14947/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s266ms | Loss: 1.680 | Acc: 53.068% (15012/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s308ms | Loss: 1.680 | Acc: 53.062% (15078/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s350ms | Loss: 1.681 | Acc: 53.009% (15131/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s392ms | Loss: 1.680 | Acc: 53.038% (15207/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s435ms | Loss: 1.681 | Acc: 53.045% (15277/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s477ms | Loss: 1.681 | Acc: 53.025% (15339/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s519ms | Loss: 1.682 | Acc: 52.991% (15397/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s561ms | Loss: 1.682 | Acc: 52.971% (15459/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s603ms | Loss: 1.681 | Acc: 53.023% (15542/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s645ms | Loss: 1.681 | Acc: 53.003% (15604/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s687ms | Loss: 1.681 | Acc: 53.013% (15675/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s730ms | Loss: 1.680 | Acc: 53.044% (15752/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s772ms | Loss: 1.680 | Acc: 53.065% (15826/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s814ms | Loss: 1.680 | Acc: 53.055% (15891/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s856ms | Loss: 1.679 | Acc: 53.088% (15969/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s898ms | Loss: 1.679 | Acc: 53.089% (16037/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s940ms | Loss: 1.680 | Acc: 53.082% (16103/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s982ms | Loss: 1.680 | Acc: 53.076% (16169/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s24ms | Loss: 1.680 | Acc: 53.092% (16242/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s67ms | Loss: 1.681 | Acc: 53.096% (16311/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s109ms | Loss: 1.679 | Acc: 53.125% (16388/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s151ms | Loss: 1.679 | Acc: 53.144% (16462/30976) 242/391 
 [========================================>........................]  Step: 41ms | Tot: 10s193ms | Loss: 1.679 | Acc: 53.151% (16532/31104) 243/391 
 [========================================>........................]  Step: 41ms | Tot: 10s235ms | Loss: 1.679 | Acc: 53.141% (16597/31232) 244/391 
 [========================================>........................]  Step: 41ms | Tot: 10s277ms | Loss: 1.679 | Acc: 53.154% (16669/31360) 245/391 
 [========================================>........................]  Step: 41ms | Tot: 10s319ms | Loss: 1.680 | Acc: 53.154% (16737/31488) 246/391 
 [========================================>........................]  Step: 41ms | Tot: 10s360ms | Loss: 1.681 | Acc: 53.112% (16792/31616) 247/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s402ms | Loss: 1.681 | Acc: 53.090% (16853/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s444ms | Loss: 1.682 | Acc: 53.081% (16918/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s486ms | Loss: 1.682 | Acc: 53.056% (16978/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s529ms | Loss: 1.682 | Acc: 53.060% (17047/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s571ms | Loss: 1.682 | Acc: 53.041% (17109/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s614ms | Loss: 1.682 | Acc: 53.045% (17178/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s656ms | Loss: 1.683 | Acc: 53.027% (17240/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s699ms | Loss: 1.683 | Acc: 53.030% (17309/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s741ms | Loss: 1.683 | Acc: 53.021% (17374/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s783ms | Loss: 1.683 | Acc: 53.009% (17438/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s825ms | Loss: 1.684 | Acc: 52.989% (17499/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s867ms | Loss: 1.683 | Acc: 52.998% (17570/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s910ms | Loss: 1.683 | Acc: 53.002% (17639/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s952ms | Loss: 1.683 | Acc: 52.996% (17705/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s994ms | Loss: 1.683 | Acc: 52.979% (17767/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s36ms | Loss: 1.683 | Acc: 52.971% (17832/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s78ms | Loss: 1.683 | Acc: 52.974% (17901/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s120ms | Loss: 1.684 | Acc: 52.948% (17960/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s162ms | Loss: 1.683 | Acc: 52.963% (18033/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s205ms | Loss: 1.682 | Acc: 52.979% (18106/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s247ms | Loss: 1.682 | Acc: 52.965% (18169/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s289ms | Loss: 1.683 | Acc: 52.948% (18231/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s331ms | Loss: 1.682 | Acc: 52.951% (18300/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s373ms | Loss: 1.683 | Acc: 52.917% (18356/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s415ms | Loss: 1.683 | Acc: 52.895% (18416/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s457ms | Loss: 1.683 | Acc: 52.913% (18490/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s499ms | Loss: 1.683 | Acc: 52.923% (18561/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s542ms | Loss: 1.683 | Acc: 52.938% (18634/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s584ms | Loss: 1.682 | Acc: 52.964% (18711/35328) 276/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s626ms | Loss: 1.683 | Acc: 52.944% (18772/35456) 277/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s668ms | Loss: 1.683 | Acc: 52.937% (18837/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s710ms | Loss: 1.682 | Acc: 52.977% (18919/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s752ms | Loss: 1.681 | Acc: 53.005% (18997/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s794ms | Loss: 1.681 | Acc: 53.005% (19065/35968) 281/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s836ms | Loss: 1.681 | Acc: 52.989% (19127/36096) 282/391 
 [==============================================>..................]  Step: 41ms | Tot: 11s877ms | Loss: 1.681 | Acc: 52.976% (19190/36224) 283/391 
 [===============================================>.................]  Step: 41ms | Tot: 11s918ms | Loss: 1.681 | Acc: 52.982% (19260/36352) 284/391 
 [===============================================>.................]  Step: 41ms | Tot: 11s960ms | Loss: 1.680 | Acc: 53.007% (19337/36480) 285/391 
 [===============================================>.................]  Step: 41ms | Tot: 12s1ms | Loss: 1.680 | Acc: 53.021% (19410/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s43ms | Loss: 1.681 | Acc: 53.013% (19475/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s86ms | Loss: 1.681 | Acc: 53.019% (19545/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s128ms | Loss: 1.680 | Acc: 53.020% (19613/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s170ms | Loss: 1.680 | Acc: 53.025% (19683/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s213ms | Loss: 1.681 | Acc: 53.010% (19745/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s255ms | Loss: 1.681 | Acc: 52.994% (19807/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s298ms | Loss: 1.682 | Acc: 53.010% (19881/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s340ms | Loss: 1.682 | Acc: 53.005% (19947/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s382ms | Loss: 1.681 | Acc: 53.014% (20018/37760) 295/391 
 [=================================================>...............]  Step: 41ms | Tot: 12s424ms | Loss: 1.681 | Acc: 53.017% (20087/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s466ms | Loss: 1.680 | Acc: 53.022% (20157/38016) 297/391 
 [=================================================>...............]  Step: 41ms | Tot: 12s508ms | Loss: 1.680 | Acc: 53.018% (20223/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s550ms | Loss: 1.680 | Acc: 53.036% (20298/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s592ms | Loss: 1.679 | Acc: 53.026% (20362/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s634ms | Loss: 1.679 | Acc: 53.016% (20426/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s677ms | Loss: 1.679 | Acc: 53.016% (20494/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s719ms | Loss: 1.679 | Acc: 53.024% (20565/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s761ms | Loss: 1.679 | Acc: 53.017% (20630/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s803ms | Loss: 1.679 | Acc: 53.043% (20708/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s845ms | Loss: 1.680 | Acc: 53.041% (20775/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s887ms | Loss: 1.680 | Acc: 53.026% (20837/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s930ms | Loss: 1.680 | Acc: 53.034% (20908/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s972ms | Loss: 1.680 | Acc: 53.054% (20984/39552) 309/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s14ms | Loss: 1.680 | Acc: 53.047% (21049/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s56ms | Loss: 1.680 | Acc: 53.042% (21115/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s98ms | Loss: 1.680 | Acc: 53.030% (21178/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s141ms | Loss: 1.680 | Acc: 53.028% (21245/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s183ms | Loss: 1.680 | Acc: 53.038% (21317/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s225ms | Loss: 1.680 | Acc: 53.026% (21380/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s267ms | Loss: 1.680 | Acc: 53.021% (21446/40448) 316/391 
 [====================================================>............]  Step: 41ms | Tot: 13s309ms | Loss: 1.681 | Acc: 53.014% (21511/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s351ms | Loss: 1.681 | Acc: 53.000% (21573/40704) 318/391 
 [====================================================>............]  Step: 41ms | Tot: 13s393ms | Loss: 1.681 | Acc: 53.010% (21645/40832) 319/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s435ms | Loss: 1.680 | Acc: 53.020% (21717/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s477ms | Loss: 1.681 | Acc: 53.006% (21779/41088) 321/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s519ms | Loss: 1.681 | Acc: 53.026% (21855/41216) 322/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s561ms | Loss: 1.682 | Acc: 52.997% (21911/41344) 323/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s603ms | Loss: 1.682 | Acc: 52.995% (21978/41472) 324/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s645ms | Loss: 1.682 | Acc: 53.012% (22053/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s687ms | Loss: 1.681 | Acc: 53.032% (22129/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s730ms | Loss: 1.681 | Acc: 53.027% (22195/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s772ms | Loss: 1.681 | Acc: 53.023% (22261/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s815ms | Loss: 1.681 | Acc: 53.016% (22326/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s857ms | Loss: 1.682 | Acc: 53.004% (22389/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s900ms | Loss: 1.681 | Acc: 53.016% (22462/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s942ms | Loss: 1.681 | Acc: 53.043% (22541/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s985ms | Loss: 1.680 | Acc: 53.052% (22613/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s27ms | Loss: 1.680 | Acc: 53.055% (22682/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s69ms | Loss: 1.680 | Acc: 53.043% (22745/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s111ms | Loss: 1.680 | Acc: 53.020% (22803/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s153ms | Loss: 1.681 | Acc: 53.016% (22869/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s196ms | Loss: 1.682 | Acc: 53.005% (22932/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s238ms | Loss: 1.683 | Acc: 52.989% (22993/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s280ms | Loss: 1.683 | Acc: 52.999% (23065/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s322ms | Loss: 1.683 | Acc: 52.988% (23128/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s364ms | Loss: 1.683 | Acc: 52.993% (23198/43776) 342/391 
 [========================================================>........]  Step: 41ms | Tot: 14s406ms | Loss: 1.682 | Acc: 53.004% (23271/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s448ms | Loss: 1.682 | Acc: 53.011% (23342/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s490ms | Loss: 1.682 | Acc: 53.021% (23414/44160) 345/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s532ms | Loss: 1.683 | Acc: 52.990% (23468/44288) 346/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s574ms | Loss: 1.682 | Acc: 53.021% (23550/44416) 347/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s616ms | Loss: 1.682 | Acc: 53.024% (23619/44544) 348/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s657ms | Loss: 1.682 | Acc: 53.018% (23684/44672) 349/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s699ms | Loss: 1.681 | Acc: 53.031% (23758/44800) 350/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s741ms | Loss: 1.681 | Acc: 53.043% (23831/44928) 351/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s783ms | Loss: 1.681 | Acc: 53.043% (23899/45056) 352/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s824ms | Loss: 1.680 | Acc: 53.063% (23976/45184) 353/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s866ms | Loss: 1.681 | Acc: 53.057% (24041/45312) 354/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s908ms | Loss: 1.681 | Acc: 53.046% (24104/45440) 355/391 
 [===========================================================>.....]  Step: 41ms | Tot: 14s950ms | Loss: 1.680 | Acc: 53.053% (24175/45568) 356/391 
 [===========================================================>.....]  Step: 41ms | Tot: 14s992ms | Loss: 1.680 | Acc: 53.053% (24243/45696) 357/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s33ms | Loss: 1.680 | Acc: 53.053% (24311/45824) 358/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s75ms | Loss: 1.679 | Acc: 53.062% (24383/45952) 359/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s117ms | Loss: 1.680 | Acc: 53.058% (24449/46080) 360/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s158ms | Loss: 1.679 | Acc: 53.082% (24528/46208) 361/391 
 [============================================================>....]  Step: 41ms | Tot: 15s199ms | Loss: 1.679 | Acc: 53.069% (24590/46336) 362/391 
 [============================================================>....]  Step: 41ms | Tot: 15s241ms | Loss: 1.679 | Acc: 53.082% (24664/46464) 363/391 
 [============================================================>....]  Step: 41ms | Tot: 15s282ms | Loss: 1.679 | Acc: 53.095% (24738/46592) 364/391 
 [============================================================>....]  Step: 41ms | Tot: 15s323ms | Loss: 1.679 | Acc: 53.084% (24801/46720) 365/391 
 [============================================================>....]  Step: 41ms | Tot: 15s364ms | Loss: 1.680 | Acc: 53.078% (24866/46848) 366/391 
 [============================================================>....]  Step: 41ms | Tot: 15s405ms | Loss: 1.679 | Acc: 53.104% (24946/46976) 367/391 
 [=============================================================>...]  Step: 41ms | Tot: 15s447ms | Loss: 1.679 | Acc: 53.119% (25021/47104) 368/391 
 [=============================================================>...]  Step: 41ms | Tot: 15s488ms | Loss: 1.679 | Acc: 53.119% (25089/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s530ms | Loss: 1.679 | Acc: 53.112% (25154/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s572ms | Loss: 1.679 | Acc: 53.114% (25223/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s614ms | Loss: 1.680 | Acc: 53.100% (25284/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s657ms | Loss: 1.680 | Acc: 53.108% (25356/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s699ms | Loss: 1.680 | Acc: 53.129% (25434/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s742ms | Loss: 1.679 | Acc: 53.138% (25506/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s784ms | Loss: 1.679 | Acc: 53.140% (25575/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s826ms | Loss: 1.679 | Acc: 53.137% (25642/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s869ms | Loss: 1.679 | Acc: 53.137% (25710/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s911ms | Loss: 1.678 | Acc: 53.137% (25778/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s953ms | Loss: 1.679 | Acc: 53.133% (25844/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s995ms | Loss: 1.679 | Acc: 53.139% (25915/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s37ms | Loss: 1.680 | Acc: 53.105% (25966/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s79ms | Loss: 1.680 | Acc: 53.103% (26033/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s122ms | Loss: 1.680 | Acc: 53.084% (26092/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s164ms | Loss: 1.681 | Acc: 53.074% (26155/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s206ms | Loss: 1.681 | Acc: 53.087% (26229/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s250ms | Loss: 1.680 | Acc: 53.097% (26302/49536) 387/391 
 [================================================================>]  Step: 42ms | Tot: 16s292ms | Loss: 1.681 | Acc: 53.067% (26355/49664) 388/391 
 [================================================================>]  Step: 41ms | Tot: 16s334ms | Loss: 1.681 | Acc: 53.071% (26425/49792) 389/391 
 [================================================================>]  Step: 41ms | Tot: 16s376ms | Loss: 1.681 | Acc: 53.065% (26490/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s406ms | Loss: 1.681 | Acc: 53.062% (26531/50000) 391/391 
 [>................................................................]  Step: 141ms | Tot: 0ms | Loss: 2.191 | Acc: 47.000% (47/100)    1/100 
 [>................................................................]  Step: 10ms | Tot: 10ms | Loss: 2.040 | Acc: 49.500% (99/200)    2/100 
 [=>...............................................................]  Step: 11ms | Tot: 22ms | Loss: 1.991 | Acc: 50.000% (150/300)   3/100 
 [=>...............................................................]  Step: 11ms | Tot: 33ms | Loss: 1.960 | Acc: 49.000% (196/400)   4/100 
 [==>..............................................................]  Step: 12ms | Tot: 46ms | Loss: 2.007 | Acc: 47.400% (237/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 56ms | Loss: 2.061 | Acc: 46.500% (279/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 67ms | Loss: 2.066 | Acc: 46.286% (324/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 78ms | Loss: 2.026 | Acc: 47.125% (377/800)   8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 89ms | Loss: 2.027 | Acc: 47.111% (424/900)   9/100 
 [=====>...........................................................]  Step: 10ms | Tot: 100ms | Loss: 1.993 | Acc: 47.500% (475/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 111ms | Loss: 1.996 | Acc: 47.545% (523/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 122ms | Loss: 2.001 | Acc: 47.833% (574/1200) 12/100 
 [=======>.........................................................]  Step: 11ms | Tot: 134ms | Loss: 1.977 | Acc: 48.000% (624/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 145ms | Loss: 1.982 | Acc: 47.929% (671/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 156ms | Loss: 1.975 | Acc: 47.867% (718/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 167ms | Loss: 2.002 | Acc: 46.812% (749/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 178ms | Loss: 1.998 | Acc: 46.824% (796/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 189ms | Loss: 1.997 | Acc: 46.833% (843/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 201ms | Loss: 1.985 | Acc: 47.211% (897/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 212ms | Loss: 1.980 | Acc: 47.100% (942/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 223ms | Loss: 1.971 | Acc: 47.333% (994/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 235ms | Loss: 1.969 | Acc: 47.318% (1041/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 246ms | Loss: 1.964 | Acc: 47.391% (1090/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 257ms | Loss: 1.967 | Acc: 47.125% (1131/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 269ms | Loss: 1.960 | Acc: 47.080% (1177/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 280ms | Loss: 1.960 | Acc: 47.038% (1223/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 291ms | Loss: 1.966 | Acc: 46.704% (1261/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 302ms | Loss: 1.968 | Acc: 46.714% (1308/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 314ms | Loss: 1.975 | Acc: 46.862% (1359/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 325ms | Loss: 1.982 | Acc: 46.767% (1403/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 336ms | Loss: 1.985 | Acc: 46.581% (1444/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 348ms | Loss: 1.986 | Acc: 46.500% (1488/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 359ms | Loss: 1.990 | Acc: 46.485% (1534/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 370ms | Loss: 1.996 | Acc: 46.353% (1576/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 382ms | Loss: 1.991 | Acc: 46.314% (1621/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 393ms | Loss: 1.998 | Acc: 46.083% (1659/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 405ms | Loss: 2.003 | Acc: 46.081% (1705/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 417ms | Loss: 1.998 | Acc: 46.132% (1753/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 428ms | Loss: 1.996 | Acc: 46.205% (1802/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 440ms | Loss: 1.995 | Acc: 46.350% (1854/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 451ms | Loss: 1.995 | Acc: 46.439% (1904/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 463ms | Loss: 1.993 | Acc: 46.571% (1956/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 475ms | Loss: 1.994 | Acc: 46.605% (2004/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 486ms | Loss: 2.003 | Acc: 46.409% (2042/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 498ms | Loss: 2.005 | Acc: 46.356% (2086/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 509ms | Loss: 2.004 | Acc: 46.391% (2134/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 521ms | Loss: 2.006 | Acc: 46.340% (2178/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 533ms | Loss: 2.011 | Acc: 46.167% (2216/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 544ms | Loss: 2.016 | Acc: 46.245% (2266/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 556ms | Loss: 2.013 | Acc: 46.300% (2315/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 567ms | Loss: 2.014 | Acc: 46.216% (2357/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 579ms | Loss: 2.013 | Acc: 46.192% (2402/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 591ms | Loss: 2.011 | Acc: 46.132% (2445/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 602ms | Loss: 2.008 | Acc: 46.259% (2498/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 614ms | Loss: 2.013 | Acc: 46.091% (2535/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 626ms | Loss: 2.009 | Acc: 46.214% (2588/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 637ms | Loss: 2.000 | Acc: 46.421% (2646/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 649ms | Loss: 2.000 | Acc: 46.466% (2695/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 660ms | Loss: 1.999 | Acc: 46.458% (2741/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 672ms | Loss: 2.001 | Acc: 46.283% (2777/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 684ms | Loss: 2.003 | Acc: 46.197% (2818/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 695ms | Loss: 2.008 | Acc: 46.145% (2861/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 707ms | Loss: 2.007 | Acc: 46.111% (2905/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 718ms | Loss: 2.006 | Acc: 46.125% (2952/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 730ms | Loss: 2.008 | Acc: 46.092% (2996/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 741ms | Loss: 2.011 | Acc: 45.970% (3034/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 753ms | Loss: 2.009 | Acc: 45.970% (3080/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 764ms | Loss: 2.010 | Acc: 45.941% (3124/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 776ms | Loss: 2.010 | Acc: 45.942% (3170/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 787ms | Loss: 2.011 | Acc: 45.914% (3214/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 799ms | Loss: 2.012 | Acc: 45.944% (3262/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 810ms | Loss: 2.012 | Acc: 45.972% (3310/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 822ms | Loss: 2.011 | Acc: 46.041% (3361/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 833ms | Loss: 2.011 | Acc: 45.946% (3400/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 845ms | Loss: 2.010 | Acc: 45.947% (3446/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 856ms | Loss: 2.012 | Acc: 45.987% (3495/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 868ms | Loss: 2.014 | Acc: 45.909% (3535/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 879ms | Loss: 2.019 | Acc: 45.846% (3576/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 891ms | Loss: 2.019 | Acc: 45.785% (3617/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 903ms | Loss: 2.019 | Acc: 45.825% (3666/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 914ms | Loss: 2.021 | Acc: 45.765% (3707/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 926ms | Loss: 2.022 | Acc: 45.732% (3750/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 937ms | Loss: 2.024 | Acc: 45.723% (3795/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 949ms | Loss: 2.022 | Acc: 45.786% (3846/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 960ms | Loss: 2.019 | Acc: 45.800% (3893/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 972ms | Loss: 2.016 | Acc: 45.884% (3946/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 983ms | Loss: 2.017 | Acc: 45.920% (3995/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 995ms | Loss: 2.016 | Acc: 46.000% (4048/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s6ms | Loss: 2.018 | Acc: 45.888% (4084/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s18ms | Loss: 2.018 | Acc: 45.911% (4132/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s29ms | Loss: 2.019 | Acc: 45.857% (4173/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s41ms | Loss: 2.019 | Acc: 45.804% (4214/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s52ms | Loss: 2.020 | Acc: 45.796% (4259/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s64ms | Loss: 2.021 | Acc: 45.755% (4301/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s75ms | Loss: 2.023 | Acc: 45.747% (4346/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s87ms | Loss: 2.021 | Acc: 45.802% (4397/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s98ms | Loss: 2.020 | Acc: 45.794% (4442/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s110ms | Loss: 2.019 | Acc: 45.816% (4490/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s121ms | Loss: 2.021 | Acc: 45.788% (4533/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s132ms | Loss: 2.020 | Acc: 45.840% (4584/10000) 100/100 

Epoch: 8
 [>................................................................]  Step: 198ms | Tot: 0ms | Loss: 1.396 | Acc: 62.500% (80/128)    1/391 
 [>................................................................]  Step: 40ms | Tot: 41ms | Loss: 1.359 | Acc: 62.500% (160/256)   2/391 
 [>................................................................]  Step: 43ms | Tot: 84ms | Loss: 1.425 | Acc: 60.156% (231/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 125ms | Loss: 1.462 | Acc: 58.789% (301/512)  4/391 
 [>................................................................]  Step: 42ms | Tot: 167ms | Loss: 1.511 | Acc: 57.344% (367/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 208ms | Loss: 1.491 | Acc: 57.552% (442/768)  6/391 
 [>................................................................]  Step: 41ms | Tot: 250ms | Loss: 1.489 | Acc: 57.924% (519/896)  7/391 
 [=>...............................................................]  Step: 41ms | Tot: 291ms | Loss: 1.495 | Acc: 57.812% (592/1024) 8/391 
 [=>...............................................................]  Step: 41ms | Tot: 333ms | Loss: 1.495 | Acc: 57.986% (668/1152) 9/391 
 [=>...............................................................]  Step: 41ms | Tot: 374ms | Loss: 1.506 | Acc: 57.656% (738/1280) 10/391 
 [=>...............................................................]  Step: 41ms | Tot: 415ms | Loss: 1.481 | Acc: 58.310% (821/1408) 11/391 
 [=>...............................................................]  Step: 41ms | Tot: 457ms | Loss: 1.479 | Acc: 58.073% (892/1536) 12/391 
 [=>...............................................................]  Step: 40ms | Tot: 498ms | Loss: 1.493 | Acc: 57.692% (960/1664) 13/391 
 [==>..............................................................]  Step: 40ms | Tot: 539ms | Loss: 1.492 | Acc: 57.980% (1039/1792) 14/391 
 [==>..............................................................]  Step: 40ms | Tot: 579ms | Loss: 1.489 | Acc: 58.490% (1123/1920) 15/391 
 [==>..............................................................]  Step: 40ms | Tot: 620ms | Loss: 1.490 | Acc: 58.398% (1196/2048) 16/391 
 [==>..............................................................]  Step: 40ms | Tot: 661ms | Loss: 1.494 | Acc: 58.272% (1268/2176) 17/391 
 [==>..............................................................]  Step: 41ms | Tot: 702ms | Loss: 1.498 | Acc: 58.030% (1337/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 745ms | Loss: 1.499 | Acc: 57.977% (1410/2432) 19/391 
 [===>.............................................................]  Step: 42ms | Tot: 788ms | Loss: 1.483 | Acc: 58.359% (1494/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 830ms | Loss: 1.481 | Acc: 58.110% (1562/2688) 21/391 
 [===>.............................................................]  Step: 42ms | Tot: 872ms | Loss: 1.484 | Acc: 57.955% (1632/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 914ms | Loss: 1.491 | Acc: 57.779% (1701/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 957ms | Loss: 1.494 | Acc: 57.617% (1770/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 999ms | Loss: 1.491 | Acc: 57.781% (1849/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s41ms | Loss: 1.497 | Acc: 57.722% (1921/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s84ms | Loss: 1.495 | Acc: 57.726% (1995/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s126ms | Loss: 1.498 | Acc: 57.561% (2063/3584) 28/391 
 [====>............................................................]  Step: 41ms | Tot: 1s168ms | Loss: 1.503 | Acc: 57.301% (2127/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s210ms | Loss: 1.501 | Acc: 57.318% (2201/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s252ms | Loss: 1.505 | Acc: 57.334% (2275/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s294ms | Loss: 1.507 | Acc: 57.251% (2345/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s336ms | Loss: 1.508 | Acc: 57.244% (2418/4224) 33/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s378ms | Loss: 1.506 | Acc: 57.284% (2493/4352) 34/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s420ms | Loss: 1.509 | Acc: 57.210% (2563/4480) 35/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s462ms | Loss: 1.513 | Acc: 57.031% (2628/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s504ms | Loss: 1.515 | Acc: 57.052% (2702/4736) 37/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s547ms | Loss: 1.513 | Acc: 57.093% (2777/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s589ms | Loss: 1.509 | Acc: 57.212% (2856/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s632ms | Loss: 1.505 | Acc: 57.383% (2938/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s674ms | Loss: 1.507 | Acc: 57.355% (3010/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s717ms | Loss: 1.506 | Acc: 57.366% (3084/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s760ms | Loss: 1.504 | Acc: 57.413% (3160/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s803ms | Loss: 1.513 | Acc: 57.244% (3224/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s845ms | Loss: 1.511 | Acc: 57.292% (3300/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s887ms | Loss: 1.518 | Acc: 57.048% (3359/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s929ms | Loss: 1.519 | Acc: 57.081% (3434/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s972ms | Loss: 1.522 | Acc: 57.096% (3508/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 2s14ms | Loss: 1.525 | Acc: 56.999% (3575/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s56ms | Loss: 1.524 | Acc: 57.062% (3652/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s98ms | Loss: 1.528 | Acc: 57.001% (3721/6528) 51/391 
 [========>........................................................]  Step: 41ms | Tot: 2s140ms | Loss: 1.528 | Acc: 56.986% (3793/6656) 52/391 
 [========>........................................................]  Step: 41ms | Tot: 2s182ms | Loss: 1.529 | Acc: 56.913% (3861/6784) 53/391 
 [========>........................................................]  Step: 41ms | Tot: 2s224ms | Loss: 1.531 | Acc: 56.872% (3931/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s266ms | Loss: 1.532 | Acc: 56.847% (4002/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s309ms | Loss: 1.533 | Acc: 56.794% (4071/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s351ms | Loss: 1.534 | Acc: 56.771% (4142/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s393ms | Loss: 1.534 | Acc: 56.789% (4216/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s435ms | Loss: 1.537 | Acc: 56.713% (4283/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s477ms | Loss: 1.537 | Acc: 56.836% (4365/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s520ms | Loss: 1.536 | Acc: 56.775% (4433/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s562ms | Loss: 1.534 | Acc: 56.754% (4504/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s605ms | Loss: 1.535 | Acc: 56.771% (4578/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s647ms | Loss: 1.534 | Acc: 56.836% (4656/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s690ms | Loss: 1.534 | Acc: 56.803% (4726/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s732ms | Loss: 1.535 | Acc: 56.771% (4796/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s774ms | Loss: 1.539 | Acc: 56.693% (4862/8576) 67/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s816ms | Loss: 1.539 | Acc: 56.687% (4934/8704) 68/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s857ms | Loss: 1.542 | Acc: 56.601% (4999/8832) 69/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s899ms | Loss: 1.541 | Acc: 56.607% (5072/8960) 70/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s941ms | Loss: 1.542 | Acc: 56.591% (5143/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s984ms | Loss: 1.542 | Acc: 56.565% (5213/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 3s26ms | Loss: 1.544 | Acc: 56.507% (5280/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s69ms | Loss: 1.545 | Acc: 56.451% (5347/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s111ms | Loss: 1.548 | Acc: 56.375% (5412/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s153ms | Loss: 1.547 | Acc: 56.394% (5486/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s196ms | Loss: 1.546 | Acc: 56.392% (5558/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s239ms | Loss: 1.547 | Acc: 56.280% (5619/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s281ms | Loss: 1.549 | Acc: 56.260% (5689/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s323ms | Loss: 1.549 | Acc: 56.201% (5755/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s366ms | Loss: 1.552 | Acc: 56.173% (5824/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s408ms | Loss: 1.551 | Acc: 56.202% (5899/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s451ms | Loss: 1.549 | Acc: 56.194% (5970/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s493ms | Loss: 1.549 | Acc: 56.213% (6044/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s535ms | Loss: 1.550 | Acc: 56.149% (6109/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s578ms | Loss: 1.553 | Acc: 56.041% (6169/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s620ms | Loss: 1.555 | Acc: 55.927% (6228/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s662ms | Loss: 1.553 | Acc: 55.966% (6304/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s704ms | Loss: 1.556 | Acc: 55.899% (6368/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s746ms | Loss: 1.554 | Acc: 55.894% (6439/11520) 90/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s788ms | Loss: 1.555 | Acc: 55.864% (6507/11648) 91/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s829ms | Loss: 1.554 | Acc: 55.868% (6579/11776) 92/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s871ms | Loss: 1.553 | Acc: 55.897% (6654/11904) 93/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s912ms | Loss: 1.553 | Acc: 55.884% (6724/12032) 94/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s953ms | Loss: 1.553 | Acc: 55.921% (6800/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s996ms | Loss: 1.556 | Acc: 55.900% (6869/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s39ms | Loss: 1.555 | Acc: 55.928% (6944/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s81ms | Loss: 1.557 | Acc: 55.963% (7020/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s124ms | Loss: 1.556 | Acc: 56.045% (7102/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s166ms | Loss: 1.557 | Acc: 56.008% (7169/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s209ms | Loss: 1.555 | Acc: 56.057% (7247/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s251ms | Loss: 1.556 | Acc: 56.036% (7316/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s294ms | Loss: 1.557 | Acc: 56.015% (7385/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s336ms | Loss: 1.559 | Acc: 55.987% (7453/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s378ms | Loss: 1.558 | Acc: 55.997% (7526/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s421ms | Loss: 1.557 | Acc: 56.014% (7600/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s463ms | Loss: 1.556 | Acc: 56.024% (7673/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s505ms | Loss: 1.556 | Acc: 56.004% (7742/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s547ms | Loss: 1.556 | Acc: 56.006% (7814/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s589ms | Loss: 1.559 | Acc: 55.923% (7874/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s631ms | Loss: 1.559 | Acc: 55.912% (7944/14208) 111/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s673ms | Loss: 1.560 | Acc: 55.887% (8012/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s715ms | Loss: 1.559 | Acc: 55.904% (8086/14464) 113/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s757ms | Loss: 1.559 | Acc: 55.928% (8161/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s799ms | Loss: 1.561 | Acc: 55.842% (8220/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s842ms | Loss: 1.564 | Acc: 55.799% (8285/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s885ms | Loss: 1.564 | Acc: 55.769% (8352/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s927ms | Loss: 1.565 | Acc: 55.767% (8423/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s969ms | Loss: 1.564 | Acc: 55.764% (8494/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s12ms | Loss: 1.566 | Acc: 55.762% (8565/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s54ms | Loss: 1.565 | Acc: 55.792% (8641/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s96ms | Loss: 1.566 | Acc: 55.776% (8710/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s138ms | Loss: 1.566 | Acc: 55.774% (8781/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s181ms | Loss: 1.564 | Acc: 55.847% (8864/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s223ms | Loss: 1.565 | Acc: 55.844% (8935/16000) 125/391 
 [====================>............................................]  Step: 41ms | Tot: 5s265ms | Loss: 1.567 | Acc: 55.785% (8997/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s307ms | Loss: 1.564 | Acc: 55.844% (9078/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s349ms | Loss: 1.565 | Acc: 55.841% (9149/16384) 128/391 
 [=====================>...........................................]  Step: 41ms | Tot: 5s391ms | Loss: 1.566 | Acc: 55.814% (9216/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s433ms | Loss: 1.567 | Acc: 55.745% (9276/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s476ms | Loss: 1.568 | Acc: 55.713% (9342/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s519ms | Loss: 1.569 | Acc: 55.711% (9413/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s561ms | Loss: 1.568 | Acc: 55.757% (9492/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s603ms | Loss: 1.569 | Acc: 55.749% (9562/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s646ms | Loss: 1.567 | Acc: 55.787% (9640/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s689ms | Loss: 1.567 | Acc: 55.796% (9713/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s731ms | Loss: 1.567 | Acc: 55.754% (9777/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s773ms | Loss: 1.568 | Acc: 55.724% (9843/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s815ms | Loss: 1.569 | Acc: 55.733% (9916/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s858ms | Loss: 1.568 | Acc: 55.765% (9993/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s900ms | Loss: 1.568 | Acc: 55.746% (10061/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s942ms | Loss: 1.567 | Acc: 55.760% (10135/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s984ms | Loss: 1.567 | Acc: 55.786% (10211/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s26ms | Loss: 1.566 | Acc: 55.783% (10282/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s69ms | Loss: 1.565 | Acc: 55.835% (10363/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s111ms | Loss: 1.565 | Acc: 55.806% (10429/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s153ms | Loss: 1.566 | Acc: 55.761% (10492/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s195ms | Loss: 1.567 | Acc: 55.727% (10557/18944) 148/391 
 [========================>........................................]  Step: 41ms | Tot: 6s237ms | Loss: 1.569 | Acc: 55.668% (10617/19072) 149/391 
 [========================>........................................]  Step: 41ms | Tot: 6s278ms | Loss: 1.568 | Acc: 55.688% (10692/19200) 150/391 
 [========================>........................................]  Step: 41ms | Tot: 6s320ms | Loss: 1.567 | Acc: 55.712% (10768/19328) 151/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s362ms | Loss: 1.568 | Acc: 55.705% (10838/19456) 152/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s403ms | Loss: 1.568 | Acc: 55.709% (10910/19584) 153/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s445ms | Loss: 1.569 | Acc: 55.707% (10981/19712) 154/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s487ms | Loss: 1.569 | Acc: 55.706% (11052/19840) 155/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s529ms | Loss: 1.569 | Acc: 55.719% (11126/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s572ms | Loss: 1.569 | Acc: 55.703% (11194/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s614ms | Loss: 1.570 | Acc: 55.706% (11266/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s657ms | Loss: 1.570 | Acc: 55.710% (11338/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s700ms | Loss: 1.571 | Acc: 55.703% (11408/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s742ms | Loss: 1.572 | Acc: 55.682% (11475/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s784ms | Loss: 1.572 | Acc: 55.662% (11542/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s826ms | Loss: 1.574 | Acc: 55.627% (11606/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s869ms | Loss: 1.574 | Acc: 55.616% (11675/20992) 164/391 
 [===========================>.....................................]  Step: 41ms | Tot: 6s911ms | Loss: 1.575 | Acc: 55.597% (11742/21120) 165/391 
 [===========================>.....................................]  Step: 41ms | Tot: 6s952ms | Loss: 1.575 | Acc: 55.610% (11816/21248) 166/391 
 [===========================>.....................................]  Step: 41ms | Tot: 6s994ms | Loss: 1.574 | Acc: 55.614% (11888/21376) 167/391 
 [===========================>.....................................]  Step: 41ms | Tot: 7s36ms | Loss: 1.574 | Acc: 55.618% (11960/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s79ms | Loss: 1.575 | Acc: 55.594% (12026/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s121ms | Loss: 1.576 | Acc: 55.556% (12089/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s164ms | Loss: 1.575 | Acc: 55.597% (12169/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s206ms | Loss: 1.576 | Acc: 55.573% (12235/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s249ms | Loss: 1.574 | Acc: 55.613% (12315/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s291ms | Loss: 1.576 | Acc: 55.590% (12381/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s334ms | Loss: 1.576 | Acc: 55.576% (12449/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s376ms | Loss: 1.577 | Acc: 55.522% (12508/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s418ms | Loss: 1.577 | Acc: 55.539% (12583/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s460ms | Loss: 1.577 | Acc: 55.539% (12654/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s503ms | Loss: 1.577 | Acc: 55.547% (12727/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s545ms | Loss: 1.576 | Acc: 55.573% (12804/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s587ms | Loss: 1.577 | Acc: 55.542% (12868/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s630ms | Loss: 1.577 | Acc: 55.572% (12946/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s672ms | Loss: 1.576 | Acc: 55.563% (13015/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s714ms | Loss: 1.576 | Acc: 55.575% (13089/23552) 184/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s756ms | Loss: 1.576 | Acc: 55.566% (13158/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s798ms | Loss: 1.576 | Acc: 55.586% (13234/23808) 186/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s841ms | Loss: 1.576 | Acc: 55.577% (13303/23936) 187/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s883ms | Loss: 1.576 | Acc: 55.585% (13376/24064) 188/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s924ms | Loss: 1.577 | Acc: 55.564% (13442/24192) 189/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s966ms | Loss: 1.577 | Acc: 55.576% (13516/24320) 190/391 
 [===============================>.................................]  Step: 41ms | Tot: 8s7ms | Loss: 1.576 | Acc: 55.596% (13592/24448) 191/391 
 [===============================>.................................]  Step: 41ms | Tot: 8s49ms | Loss: 1.577 | Acc: 55.615% (13668/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s92ms | Loss: 1.577 | Acc: 55.623% (13741/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s134ms | Loss: 1.579 | Acc: 55.573% (13800/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s177ms | Loss: 1.579 | Acc: 55.581% (13873/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s219ms | Loss: 1.580 | Acc: 55.537% (13933/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s262ms | Loss: 1.580 | Acc: 55.548% (14007/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s304ms | Loss: 1.580 | Acc: 55.544% (14077/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s347ms | Loss: 1.582 | Acc: 55.508% (14139/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s389ms | Loss: 1.581 | Acc: 55.539% (14218/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s432ms | Loss: 1.581 | Acc: 55.543% (14290/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s474ms | Loss: 1.581 | Acc: 55.546% (14362/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s516ms | Loss: 1.582 | Acc: 55.519% (14426/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s559ms | Loss: 1.582 | Acc: 55.511% (14495/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s601ms | Loss: 1.583 | Acc: 55.480% (14558/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s643ms | Loss: 1.583 | Acc: 55.484% (14630/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s686ms | Loss: 1.583 | Acc: 55.465% (14696/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s728ms | Loss: 1.584 | Acc: 55.446% (14762/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s771ms | Loss: 1.583 | Acc: 55.454% (14835/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s813ms | Loss: 1.585 | Acc: 55.406% (14893/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s856ms | Loss: 1.586 | Acc: 55.391% (14960/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s898ms | Loss: 1.586 | Acc: 55.384% (15029/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s940ms | Loss: 1.587 | Acc: 55.395% (15103/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s982ms | Loss: 1.587 | Acc: 55.381% (15170/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s24ms | Loss: 1.586 | Acc: 55.407% (15248/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s67ms | Loss: 1.586 | Acc: 55.400% (15317/27648) 216/391 
 [===================================>.............................]  Step: 41ms | Tot: 9s109ms | Loss: 1.586 | Acc: 55.382% (15383/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s151ms | Loss: 1.586 | Acc: 55.383% (15454/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s193ms | Loss: 1.586 | Acc: 55.408% (15532/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s235ms | Loss: 1.586 | Acc: 55.398% (15600/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s278ms | Loss: 1.585 | Acc: 55.423% (15678/28288) 221/391 
 [====================================>............................]  Step: 41ms | Tot: 9s319ms | Loss: 1.584 | Acc: 55.427% (15750/28416) 222/391 
 [====================================>............................]  Step: 41ms | Tot: 9s361ms | Loss: 1.584 | Acc: 55.423% (15820/28544) 223/391 
 [=====================================>...........................]  Step: 41ms | Tot: 9s402ms | Loss: 1.585 | Acc: 55.371% (15876/28672) 224/391 
 [=====================================>...........................]  Step: 41ms | Tot: 9s444ms | Loss: 1.584 | Acc: 55.382% (15950/28800) 225/391 
 [=====================================>...........................]  Step: 41ms | Tot: 9s485ms | Loss: 1.583 | Acc: 55.403% (16027/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s528ms | Loss: 1.583 | Acc: 55.383% (16092/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s570ms | Loss: 1.584 | Acc: 55.369% (16159/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s613ms | Loss: 1.584 | Acc: 55.370% (16230/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s655ms | Loss: 1.584 | Acc: 55.384% (16305/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s698ms | Loss: 1.583 | Acc: 55.411% (16384/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s740ms | Loss: 1.583 | Acc: 55.398% (16451/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s783ms | Loss: 1.584 | Acc: 55.378% (16516/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s826ms | Loss: 1.583 | Acc: 55.402% (16594/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s868ms | Loss: 1.583 | Acc: 55.426% (16672/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s910ms | Loss: 1.583 | Acc: 55.412% (16739/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s952ms | Loss: 1.583 | Acc: 55.403% (16807/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s994ms | Loss: 1.583 | Acc: 55.420% (16883/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s36ms | Loss: 1.583 | Acc: 55.394% (16946/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s79ms | Loss: 1.583 | Acc: 55.397% (17018/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s121ms | Loss: 1.584 | Acc: 55.404% (17091/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s163ms | Loss: 1.584 | Acc: 55.404% (17162/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s205ms | Loss: 1.585 | Acc: 55.401% (17232/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s248ms | Loss: 1.585 | Acc: 55.408% (17305/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s290ms | Loss: 1.586 | Acc: 55.367% (17363/31360) 245/391 
 [========================================>........................]  Step: 41ms | Tot: 10s332ms | Loss: 1.585 | Acc: 55.386% (17440/31488) 246/391 
 [========================================>........................]  Step: 41ms | Tot: 10s373ms | Loss: 1.586 | Acc: 55.390% (17512/31616) 247/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s415ms | Loss: 1.587 | Acc: 55.343% (17568/31744) 248/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s457ms | Loss: 1.588 | Acc: 55.328% (17634/31872) 249/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s498ms | Loss: 1.588 | Acc: 55.331% (17706/32000) 250/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s540ms | Loss: 1.587 | Acc: 55.350% (17783/32128) 251/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s582ms | Loss: 1.587 | Acc: 55.332% (17848/32256) 252/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s623ms | Loss: 1.587 | Acc: 55.299% (17908/32384) 253/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s665ms | Loss: 1.587 | Acc: 55.321% (17986/32512) 254/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s707ms | Loss: 1.586 | Acc: 55.331% (18060/32640) 255/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s749ms | Loss: 1.587 | Acc: 55.313% (18125/32768) 256/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s790ms | Loss: 1.586 | Acc: 55.341% (18205/32896) 257/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s832ms | Loss: 1.587 | Acc: 55.314% (18267/33024) 258/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s874ms | Loss: 1.587 | Acc: 55.312% (18337/33152) 259/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s915ms | Loss: 1.587 | Acc: 55.322% (18411/33280) 260/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s957ms | Loss: 1.587 | Acc: 55.334% (18486/33408) 261/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s998ms | Loss: 1.587 | Acc: 55.338% (18558/33536) 262/391 
 [===========================================>.....................]  Step: 41ms | Tot: 11s40ms | Loss: 1.586 | Acc: 55.371% (18640/33664) 263/391 
 [===========================================>.....................]  Step: 41ms | Tot: 11s82ms | Loss: 1.586 | Acc: 55.365% (18709/33792) 264/391 
 [===========================================>.....................]  Step: 41ms | Tot: 11s124ms | Loss: 1.585 | Acc: 55.363% (18779/33920) 265/391 
 [============================================>....................]  Step: 41ms | Tot: 11s165ms | Loss: 1.586 | Acc: 55.340% (18842/34048) 266/391 
 [============================================>....................]  Step: 41ms | Tot: 11s207ms | Loss: 1.587 | Acc: 55.328% (18909/34176) 267/391 
 [============================================>....................]  Step: 41ms | Tot: 11s249ms | Loss: 1.586 | Acc: 55.332% (18981/34304) 268/391 
 [============================================>....................]  Step: 41ms | Tot: 11s291ms | Loss: 1.586 | Acc: 55.341% (19055/34432) 269/391 
 [============================================>....................]  Step: 41ms | Tot: 11s332ms | Loss: 1.585 | Acc: 55.347% (19128/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s375ms | Loss: 1.586 | Acc: 55.333% (19194/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s418ms | Loss: 1.586 | Acc: 55.337% (19266/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s460ms | Loss: 1.586 | Acc: 55.329% (19334/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s502ms | Loss: 1.585 | Acc: 55.332% (19406/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s545ms | Loss: 1.585 | Acc: 55.341% (19480/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s587ms | Loss: 1.586 | Acc: 55.313% (19541/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s629ms | Loss: 1.586 | Acc: 55.311% (19611/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s671ms | Loss: 1.586 | Acc: 55.323% (19686/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s713ms | Loss: 1.586 | Acc: 55.323% (19757/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s756ms | Loss: 1.586 | Acc: 55.338% (19833/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s798ms | Loss: 1.586 | Acc: 55.327% (19900/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s840ms | Loss: 1.587 | Acc: 55.303% (19962/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s883ms | Loss: 1.587 | Acc: 55.292% (20029/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s925ms | Loss: 1.587 | Acc: 55.298% (20102/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s967ms | Loss: 1.587 | Acc: 55.293% (20171/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s9ms | Loss: 1.587 | Acc: 55.299% (20244/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s52ms | Loss: 1.586 | Acc: 55.300% (20315/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s94ms | Loss: 1.587 | Acc: 55.282% (20379/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s136ms | Loss: 1.587 | Acc: 55.288% (20452/36992) 289/391 
 [================================================>................]  Step: 41ms | Tot: 12s178ms | Loss: 1.587 | Acc: 55.261% (20513/37120) 290/391 
 [================================================>................]  Step: 41ms | Tot: 12s219ms | Loss: 1.588 | Acc: 55.249% (20579/37248) 291/391 
 [================================================>................]  Step: 41ms | Tot: 12s260ms | Loss: 1.588 | Acc: 55.260% (20654/37376) 292/391 
 [================================================>................]  Step: 41ms | Tot: 12s302ms | Loss: 1.587 | Acc: 55.263% (20726/37504) 293/391 
 [================================================>................]  Step: 41ms | Tot: 12s343ms | Loss: 1.587 | Acc: 55.277% (20802/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s386ms | Loss: 1.588 | Acc: 55.252% (20863/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s429ms | Loss: 1.588 | Acc: 55.239% (20929/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s471ms | Loss: 1.588 | Acc: 55.235% (20998/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s514ms | Loss: 1.588 | Acc: 55.230% (21067/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s556ms | Loss: 1.588 | Acc: 55.215% (21132/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s598ms | Loss: 1.588 | Acc: 55.219% (21204/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s641ms | Loss: 1.587 | Acc: 55.227% (21278/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s683ms | Loss: 1.587 | Acc: 55.228% (21349/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s725ms | Loss: 1.587 | Acc: 55.234% (21422/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s768ms | Loss: 1.586 | Acc: 55.261% (21503/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s810ms | Loss: 1.586 | Acc: 55.277% (21580/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s852ms | Loss: 1.586 | Acc: 55.275% (21650/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s895ms | Loss: 1.586 | Acc: 55.280% (21723/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s937ms | Loss: 1.586 | Acc: 55.304% (21803/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s980ms | Loss: 1.586 | Acc: 55.315% (21878/39552) 309/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s22ms | Loss: 1.586 | Acc: 55.310% (21947/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s65ms | Loss: 1.585 | Acc: 55.333% (22027/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s107ms | Loss: 1.586 | Acc: 55.314% (22090/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s150ms | Loss: 1.585 | Acc: 55.331% (22168/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s192ms | Loss: 1.586 | Acc: 55.292% (22223/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s234ms | Loss: 1.587 | Acc: 55.260% (22281/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s277ms | Loss: 1.587 | Acc: 55.251% (22348/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s319ms | Loss: 1.587 | Acc: 55.272% (22427/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s361ms | Loss: 1.587 | Acc: 55.284% (22503/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s403ms | Loss: 1.586 | Acc: 55.310% (22584/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s446ms | Loss: 1.585 | Acc: 55.325% (22661/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s488ms | Loss: 1.585 | Acc: 55.332% (22735/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s530ms | Loss: 1.585 | Acc: 55.338% (22808/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s572ms | Loss: 1.585 | Acc: 55.353% (22885/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s614ms | Loss: 1.585 | Acc: 55.353% (22956/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s656ms | Loss: 1.585 | Acc: 55.358% (23029/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s698ms | Loss: 1.585 | Acc: 55.354% (23098/41728) 326/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s740ms | Loss: 1.585 | Acc: 55.335% (23161/41856) 327/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s782ms | Loss: 1.585 | Acc: 55.338% (23233/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s825ms | Loss: 1.585 | Acc: 55.314% (23294/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s867ms | Loss: 1.584 | Acc: 55.348% (23379/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s910ms | Loss: 1.584 | Acc: 55.374% (23461/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s952ms | Loss: 1.585 | Acc: 55.363% (23527/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s995ms | Loss: 1.584 | Acc: 55.377% (23604/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s37ms | Loss: 1.584 | Acc: 55.380% (23676/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s80ms | Loss: 1.584 | Acc: 55.350% (23734/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s122ms | Loss: 1.585 | Acc: 55.343% (23802/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s165ms | Loss: 1.585 | Acc: 55.323% (23864/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s207ms | Loss: 1.585 | Acc: 55.319% (23933/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s249ms | Loss: 1.585 | Acc: 55.314% (24002/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s291ms | Loss: 1.585 | Acc: 55.308% (24070/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s334ms | Loss: 1.586 | Acc: 55.295% (24135/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s376ms | Loss: 1.586 | Acc: 55.284% (24201/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s419ms | Loss: 1.588 | Acc: 55.264% (24263/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s461ms | Loss: 1.588 | Acc: 55.253% (24329/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s504ms | Loss: 1.588 | Acc: 55.245% (24396/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s546ms | Loss: 1.588 | Acc: 55.250% (24469/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s588ms | Loss: 1.588 | Acc: 55.250% (24540/44416) 347/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s631ms | Loss: 1.589 | Acc: 55.238% (24605/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s673ms | Loss: 1.588 | Acc: 55.240% (24677/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s715ms | Loss: 1.588 | Acc: 55.246% (24750/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s758ms | Loss: 1.588 | Acc: 55.255% (24825/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s800ms | Loss: 1.588 | Acc: 55.256% (24896/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s842ms | Loss: 1.588 | Acc: 55.256% (24967/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s884ms | Loss: 1.588 | Acc: 55.233% (25027/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s926ms | Loss: 1.589 | Acc: 55.218% (25091/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s969ms | Loss: 1.589 | Acc: 55.197% (25152/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s11ms | Loss: 1.589 | Acc: 55.178% (25214/45696) 357/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s53ms | Loss: 1.590 | Acc: 55.172% (25282/45824) 358/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s94ms | Loss: 1.590 | Acc: 55.177% (25355/45952) 359/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s136ms | Loss: 1.589 | Acc: 55.184% (25429/46080) 360/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s177ms | Loss: 1.590 | Acc: 55.190% (25502/46208) 361/391 
 [============================================================>....]  Step: 41ms | Tot: 15s218ms | Loss: 1.590 | Acc: 55.182% (25569/46336) 362/391 
 [============================================================>....]  Step: 42ms | Tot: 15s261ms | Loss: 1.590 | Acc: 55.167% (25633/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s304ms | Loss: 1.590 | Acc: 55.198% (25718/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s346ms | Loss: 1.590 | Acc: 55.205% (25792/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s389ms | Loss: 1.590 | Acc: 55.189% (25855/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s431ms | Loss: 1.590 | Acc: 55.190% (25926/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s474ms | Loss: 1.590 | Acc: 55.184% (25994/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s517ms | Loss: 1.591 | Acc: 55.191% (26068/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s559ms | Loss: 1.591 | Acc: 55.192% (26139/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s601ms | Loss: 1.591 | Acc: 55.178% (26203/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s643ms | Loss: 1.592 | Acc: 55.173% (26271/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s685ms | Loss: 1.592 | Acc: 55.167% (26339/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s728ms | Loss: 1.592 | Acc: 55.147% (26400/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s770ms | Loss: 1.592 | Acc: 55.135% (26465/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s813ms | Loss: 1.593 | Acc: 55.140% (26538/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s856ms | Loss: 1.592 | Acc: 55.145% (26611/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s898ms | Loss: 1.593 | Acc: 55.142% (26680/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s941ms | Loss: 1.592 | Acc: 55.147% (26753/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s984ms | Loss: 1.593 | Acc: 55.136% (26818/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s26ms | Loss: 1.592 | Acc: 55.145% (26893/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s68ms | Loss: 1.593 | Acc: 55.125% (26954/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s111ms | Loss: 1.593 | Acc: 55.120% (27022/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s153ms | Loss: 1.593 | Acc: 55.119% (27092/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s196ms | Loss: 1.593 | Acc: 55.110% (27158/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s238ms | Loss: 1.593 | Acc: 55.102% (27225/49408) 386/391 
 [================================================================>]  Step: 43ms | Tot: 16s282ms | Loss: 1.593 | Acc: 55.120% (27304/49536) 387/391 
 [================================================================>]  Step: 41ms | Tot: 16s324ms | Loss: 1.593 | Acc: 55.122% (27376/49664) 388/391 
 [================================================================>]  Step: 41ms | Tot: 16s366ms | Loss: 1.593 | Acc: 55.121% (27446/49792) 389/391 
 [================================================================>]  Step: 42ms | Tot: 16s408ms | Loss: 1.594 | Acc: 55.100% (27506/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s438ms | Loss: 1.594 | Acc: 55.108% (27554/50000) 391/391 
 [>................................................................]  Step: 146ms | Tot: 0ms | Loss: 1.768 | Acc: 52.000% (52/100)    1/100 
 [>................................................................]  Step: 10ms | Tot: 10ms | Loss: 1.739 | Acc: 55.500% (111/200)   2/100 
 [=>...............................................................]  Step: 14ms | Tot: 24ms | Loss: 1.778 | Acc: 55.333% (166/300)   3/100 
 [=>...............................................................]  Step: 10ms | Tot: 35ms | Loss: 1.843 | Acc: 53.000% (212/400)   4/100 
 [==>..............................................................]  Step: 14ms | Tot: 50ms | Loss: 1.905 | Acc: 51.600% (258/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 61ms | Loss: 1.963 | Acc: 50.500% (303/600)   6/100 
 [===>.............................................................]  Step: 14ms | Tot: 75ms | Loss: 1.913 | Acc: 51.429% (360/700)   7/100 
 [====>............................................................]  Step: 10ms | Tot: 86ms | Loss: 1.850 | Acc: 52.750% (422/800)   8/100 
 [=====>...........................................................]  Step: 21ms | Tot: 108ms | Loss: 1.882 | Acc: 52.444% (472/900)  9/100 
 [=====>...........................................................]  Step: 10ms | Tot: 118ms | Loss: 1.867 | Acc: 53.100% (531/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 130ms | Loss: 1.892 | Acc: 51.818% (570/1100) 11/100 
 [=======>.........................................................]  Step: 10ms | Tot: 140ms | Loss: 1.902 | Acc: 51.167% (614/1200) 12/100 
 [=======>.........................................................]  Step: 13ms | Tot: 154ms | Loss: 1.865 | Acc: 51.923% (675/1300) 13/100 
 [========>........................................................]  Step: 10ms | Tot: 165ms | Loss: 1.862 | Acc: 51.786% (725/1400) 14/100 
 [=========>.......................................................]  Step: 13ms | Tot: 178ms | Loss: 1.857 | Acc: 51.467% (772/1500) 15/100 
 [=========>.......................................................]  Step: 10ms | Tot: 189ms | Loss: 1.880 | Acc: 50.938% (815/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 200ms | Loss: 1.874 | Acc: 51.176% (870/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 212ms | Loss: 1.883 | Acc: 50.667% (912/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 223ms | Loss: 1.869 | Acc: 50.947% (968/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 235ms | Loss: 1.861 | Acc: 51.300% (1026/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 246ms | Loss: 1.852 | Acc: 51.429% (1080/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 258ms | Loss: 1.860 | Acc: 51.045% (1123/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 269ms | Loss: 1.853 | Acc: 51.261% (1179/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 281ms | Loss: 1.858 | Acc: 51.083% (1226/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 292ms | Loss: 1.854 | Acc: 50.880% (1272/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 304ms | Loss: 1.849 | Acc: 51.038% (1327/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 316ms | Loss: 1.851 | Acc: 50.926% (1375/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 328ms | Loss: 1.855 | Acc: 50.857% (1424/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 339ms | Loss: 1.860 | Acc: 50.483% (1464/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 351ms | Loss: 1.853 | Acc: 50.533% (1516/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 363ms | Loss: 1.861 | Acc: 50.226% (1557/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 374ms | Loss: 1.856 | Acc: 50.281% (1609/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 386ms | Loss: 1.863 | Acc: 49.939% (1648/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 397ms | Loss: 1.869 | Acc: 49.765% (1692/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 409ms | Loss: 1.870 | Acc: 49.600% (1736/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 420ms | Loss: 1.868 | Acc: 49.722% (1790/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 432ms | Loss: 1.877 | Acc: 49.622% (1836/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 443ms | Loss: 1.869 | Acc: 49.816% (1893/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 455ms | Loss: 1.868 | Acc: 49.821% (1943/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 466ms | Loss: 1.862 | Acc: 49.875% (1995/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 478ms | Loss: 1.858 | Acc: 50.000% (2050/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 489ms | Loss: 1.859 | Acc: 49.952% (2098/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 501ms | Loss: 1.864 | Acc: 49.953% (2148/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 512ms | Loss: 1.869 | Acc: 49.727% (2188/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 524ms | Loss: 1.867 | Acc: 49.756% (2239/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 535ms | Loss: 1.868 | Acc: 49.652% (2284/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 547ms | Loss: 1.870 | Acc: 49.638% (2333/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 558ms | Loss: 1.875 | Acc: 49.542% (2378/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 570ms | Loss: 1.885 | Acc: 49.367% (2419/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 581ms | Loss: 1.882 | Acc: 49.420% (2471/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 593ms | Loss: 1.880 | Acc: 49.353% (2517/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 604ms | Loss: 1.879 | Acc: 49.346% (2566/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 616ms | Loss: 1.879 | Acc: 49.245% (2610/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 627ms | Loss: 1.878 | Acc: 49.296% (2662/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 639ms | Loss: 1.882 | Acc: 49.145% (2703/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 650ms | Loss: 1.879 | Acc: 49.161% (2753/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 662ms | Loss: 1.874 | Acc: 49.211% (2805/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 673ms | Loss: 1.872 | Acc: 49.310% (2860/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 685ms | Loss: 1.873 | Acc: 49.373% (2913/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 696ms | Loss: 1.874 | Acc: 49.217% (2953/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 708ms | Loss: 1.874 | Acc: 49.230% (3003/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 719ms | Loss: 1.874 | Acc: 49.242% (3053/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 731ms | Loss: 1.872 | Acc: 49.127% (3095/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 742ms | Loss: 1.866 | Acc: 49.281% (3154/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 754ms | Loss: 1.865 | Acc: 49.308% (3205/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 765ms | Loss: 1.870 | Acc: 49.242% (3250/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 777ms | Loss: 1.870 | Acc: 49.224% (3298/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 788ms | Loss: 1.870 | Acc: 49.221% (3347/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 800ms | Loss: 1.868 | Acc: 49.203% (3395/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 811ms | Loss: 1.870 | Acc: 49.157% (3441/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 823ms | Loss: 1.871 | Acc: 49.183% (3492/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 834ms | Loss: 1.869 | Acc: 49.278% (3548/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 846ms | Loss: 1.867 | Acc: 49.301% (3599/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 857ms | Loss: 1.869 | Acc: 49.284% (3647/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 869ms | Loss: 1.869 | Acc: 49.320% (3699/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 880ms | Loss: 1.869 | Acc: 49.276% (3745/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 892ms | Loss: 1.871 | Acc: 49.273% (3794/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 903ms | Loss: 1.877 | Acc: 49.128% (3832/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 915ms | Loss: 1.877 | Acc: 49.177% (3885/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 926ms | Loss: 1.876 | Acc: 49.250% (3940/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 938ms | Loss: 1.878 | Acc: 49.160% (3982/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 949ms | Loss: 1.879 | Acc: 49.061% (4023/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 961ms | Loss: 1.877 | Acc: 49.096% (4075/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 972ms | Loss: 1.876 | Acc: 49.143% (4128/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 984ms | Loss: 1.873 | Acc: 49.165% (4179/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 995ms | Loss: 1.867 | Acc: 49.337% (4243/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 1s7ms | Loss: 1.867 | Acc: 49.299% (4289/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 1s18ms | Loss: 1.864 | Acc: 49.375% (4345/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s30ms | Loss: 1.867 | Acc: 49.371% (4394/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s41ms | Loss: 1.864 | Acc: 49.411% (4447/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s53ms | Loss: 1.865 | Acc: 49.330% (4489/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s64ms | Loss: 1.864 | Acc: 49.315% (4537/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s76ms | Loss: 1.863 | Acc: 49.398% (4594/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s87ms | Loss: 1.861 | Acc: 49.404% (4644/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s99ms | Loss: 1.862 | Acc: 49.400% (4693/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s110ms | Loss: 1.861 | Acc: 49.385% (4741/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s122ms | Loss: 1.860 | Acc: 49.443% (4796/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s133ms | Loss: 1.861 | Acc: 49.459% (4847/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s145ms | Loss: 1.860 | Acc: 49.505% (4901/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s156ms | Loss: 1.858 | Acc: 49.500% (4950/10000) 100/100 
Saving..

Epoch: 9
 [>................................................................]  Step: 349ms | Tot: 0ms | Loss: 1.380 | Acc: 60.938% (78/128)    1/391 
 [>................................................................]  Step: 42ms | Tot: 42ms | Loss: 1.334 | Acc: 61.719% (158/256)   2/391 
 [>................................................................]  Step: 40ms | Tot: 82ms | Loss: 1.341 | Acc: 61.198% (235/384)   3/391 
 [>................................................................]  Step: 41ms | Tot: 124ms | Loss: 1.369 | Acc: 60.547% (310/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 165ms | Loss: 1.394 | Acc: 59.375% (380/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 206ms | Loss: 1.406 | Acc: 59.115% (454/768)  6/391 
 [>................................................................]  Step: 42ms | Tot: 248ms | Loss: 1.428 | Acc: 58.371% (523/896)  7/391 
 [=>...............................................................]  Step: 42ms | Tot: 291ms | Loss: 1.452 | Acc: 57.617% (590/1024) 8/391 
 [=>...............................................................]  Step: 42ms | Tot: 333ms | Loss: 1.483 | Acc: 56.597% (652/1152) 9/391 
 [=>...............................................................]  Step: 42ms | Tot: 376ms | Loss: 1.500 | Acc: 56.719% (726/1280) 10/391 
 [=>...............................................................]  Step: 42ms | Tot: 418ms | Loss: 1.514 | Acc: 56.463% (795/1408) 11/391 
 [=>...............................................................]  Step: 42ms | Tot: 460ms | Loss: 1.531 | Acc: 56.576% (869/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 503ms | Loss: 1.526 | Acc: 56.430% (939/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 546ms | Loss: 1.523 | Acc: 56.641% (1015/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 589ms | Loss: 1.536 | Acc: 56.458% (1084/1920) 15/391 
 [==>..............................................................]  Step: 42ms | Tot: 631ms | Loss: 1.530 | Acc: 56.543% (1158/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 673ms | Loss: 1.520 | Acc: 56.664% (1233/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 716ms | Loss: 1.534 | Acc: 56.510% (1302/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 758ms | Loss: 1.536 | Acc: 56.743% (1380/2432) 19/391 
 [===>.............................................................]  Step: 42ms | Tot: 800ms | Loss: 1.535 | Acc: 56.875% (1456/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 843ms | Loss: 1.535 | Acc: 56.920% (1530/2688) 21/391 
 [===>.............................................................]  Step: 42ms | Tot: 885ms | Loss: 1.532 | Acc: 56.960% (1604/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 927ms | Loss: 1.533 | Acc: 56.861% (1674/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 969ms | Loss: 1.539 | Acc: 56.738% (1743/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s11ms | Loss: 1.544 | Acc: 56.406% (1805/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s54ms | Loss: 1.540 | Acc: 56.430% (1878/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s96ms | Loss: 1.542 | Acc: 56.250% (1944/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s139ms | Loss: 1.539 | Acc: 56.390% (2021/3584) 28/391 
 [====>............................................................]  Step: 42ms | Tot: 1s181ms | Loss: 1.541 | Acc: 56.277% (2089/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s224ms | Loss: 1.541 | Acc: 56.328% (2163/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s266ms | Loss: 1.541 | Acc: 56.351% (2236/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s308ms | Loss: 1.541 | Acc: 56.250% (2304/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s350ms | Loss: 1.537 | Acc: 56.463% (2385/4224) 33/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s393ms | Loss: 1.530 | Acc: 56.756% (2470/4352) 34/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s435ms | Loss: 1.525 | Acc: 56.875% (2548/4480) 35/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s477ms | Loss: 1.522 | Acc: 57.053% (2629/4608) 36/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s519ms | Loss: 1.524 | Acc: 57.052% (2702/4736) 37/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s561ms | Loss: 1.523 | Acc: 57.237% (2784/4864) 38/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s603ms | Loss: 1.520 | Acc: 57.332% (2862/4992) 39/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s645ms | Loss: 1.519 | Acc: 57.285% (2933/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s687ms | Loss: 1.524 | Acc: 57.146% (2999/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s730ms | Loss: 1.525 | Acc: 57.068% (3068/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s772ms | Loss: 1.527 | Acc: 56.977% (3136/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s815ms | Loss: 1.528 | Acc: 56.854% (3202/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s857ms | Loss: 1.523 | Acc: 57.083% (3288/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s900ms | Loss: 1.524 | Acc: 57.133% (3364/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s942ms | Loss: 1.525 | Acc: 57.098% (3435/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s985ms | Loss: 1.522 | Acc: 57.161% (3512/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 2s27ms | Loss: 1.521 | Acc: 57.143% (3584/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s69ms | Loss: 1.517 | Acc: 57.188% (3660/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s112ms | Loss: 1.516 | Acc: 57.215% (3735/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s154ms | Loss: 1.515 | Acc: 57.242% (3810/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s196ms | Loss: 1.512 | Acc: 57.341% (3890/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s239ms | Loss: 1.514 | Acc: 57.248% (3957/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s281ms | Loss: 1.513 | Acc: 57.287% (4033/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s323ms | Loss: 1.512 | Acc: 57.268% (4105/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s365ms | Loss: 1.509 | Acc: 57.401% (4188/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s407ms | Loss: 1.512 | Acc: 57.287% (4253/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s449ms | Loss: 1.510 | Acc: 57.296% (4327/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s492ms | Loss: 1.511 | Acc: 57.266% (4398/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s534ms | Loss: 1.506 | Acc: 57.377% (4480/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s576ms | Loss: 1.504 | Acc: 57.359% (4552/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s618ms | Loss: 1.500 | Acc: 57.490% (4636/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s661ms | Loss: 1.500 | Acc: 57.471% (4708/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s703ms | Loss: 1.499 | Acc: 57.440% (4779/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s746ms | Loss: 1.499 | Acc: 57.351% (4845/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s788ms | Loss: 1.503 | Acc: 57.288% (4913/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s831ms | Loss: 1.503 | Acc: 57.250% (4983/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s873ms | Loss: 1.504 | Acc: 57.201% (5052/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s915ms | Loss: 1.504 | Acc: 57.188% (5124/8960) 70/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s957ms | Loss: 1.506 | Acc: 57.163% (5195/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s999ms | Loss: 1.503 | Acc: 57.237% (5275/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 3s42ms | Loss: 1.505 | Acc: 57.213% (5346/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s84ms | Loss: 1.506 | Acc: 57.095% (5408/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s126ms | Loss: 1.508 | Acc: 57.125% (5484/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s168ms | Loss: 1.508 | Acc: 57.155% (5560/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s210ms | Loss: 1.506 | Acc: 57.163% (5634/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s252ms | Loss: 1.503 | Acc: 57.282% (5719/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s295ms | Loss: 1.506 | Acc: 57.150% (5779/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s337ms | Loss: 1.504 | Acc: 57.295% (5867/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s379ms | Loss: 1.501 | Acc: 57.398% (5951/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s422ms | Loss: 1.500 | Acc: 57.365% (6021/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s464ms | Loss: 1.501 | Acc: 57.380% (6096/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s506ms | Loss: 1.500 | Acc: 57.385% (6170/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s548ms | Loss: 1.500 | Acc: 57.371% (6242/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s591ms | Loss: 1.502 | Acc: 57.295% (6307/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s633ms | Loss: 1.498 | Acc: 57.337% (6385/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s675ms | Loss: 1.501 | Acc: 57.262% (6450/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s718ms | Loss: 1.500 | Acc: 57.216% (6518/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s760ms | Loss: 1.499 | Acc: 57.196% (6589/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s802ms | Loss: 1.497 | Acc: 57.280% (6672/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s844ms | Loss: 1.497 | Acc: 57.294% (6747/11776) 92/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s886ms | Loss: 1.496 | Acc: 57.325% (6824/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s928ms | Loss: 1.496 | Acc: 57.364% (6902/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s971ms | Loss: 1.496 | Acc: 57.344% (6973/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s14ms | Loss: 1.496 | Acc: 57.397% (7053/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s56ms | Loss: 1.497 | Acc: 57.353% (7121/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s99ms | Loss: 1.497 | Acc: 57.366% (7196/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s141ms | Loss: 1.496 | Acc: 57.371% (7270/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s184ms | Loss: 1.498 | Acc: 57.297% (7334/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s226ms | Loss: 1.499 | Acc: 57.263% (7403/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s268ms | Loss: 1.498 | Acc: 57.269% (7477/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s311ms | Loss: 1.496 | Acc: 57.365% (7563/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s353ms | Loss: 1.497 | Acc: 57.324% (7631/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s395ms | Loss: 1.498 | Acc: 57.262% (7696/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s437ms | Loss: 1.499 | Acc: 57.157% (7755/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s479ms | Loss: 1.498 | Acc: 57.192% (7833/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s521ms | Loss: 1.499 | Acc: 57.190% (7906/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s564ms | Loss: 1.499 | Acc: 57.196% (7980/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s606ms | Loss: 1.500 | Acc: 57.173% (8050/14080) 110/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s648ms | Loss: 1.501 | Acc: 57.116% (8115/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s690ms | Loss: 1.502 | Acc: 57.059% (8180/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s732ms | Loss: 1.502 | Acc: 57.073% (8255/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s775ms | Loss: 1.503 | Acc: 57.066% (8327/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s817ms | Loss: 1.505 | Acc: 57.031% (8395/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s860ms | Loss: 1.502 | Acc: 57.085% (8476/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s902ms | Loss: 1.503 | Acc: 57.105% (8552/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s944ms | Loss: 1.504 | Acc: 57.078% (8621/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s987ms | Loss: 1.504 | Acc: 57.090% (8696/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s29ms | Loss: 1.504 | Acc: 57.051% (8763/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s71ms | Loss: 1.504 | Acc: 57.057% (8837/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s114ms | Loss: 1.505 | Acc: 57.031% (8906/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s156ms | Loss: 1.504 | Acc: 57.038% (8980/15744) 123/391 
 [====================>............................................]  Step: 41ms | Tot: 5s198ms | Loss: 1.504 | Acc: 57.050% (9055/15872) 124/391 
 [====================>............................................]  Step: 41ms | Tot: 5s240ms | Loss: 1.506 | Acc: 57.038% (9126/16000) 125/391 
 [====================>............................................]  Step: 42ms | Tot: 5s282ms | Loss: 1.507 | Acc: 56.994% (9192/16128) 126/391 
 [====================>............................................]  Step: 41ms | Tot: 5s324ms | Loss: 1.507 | Acc: 57.037% (9272/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s366ms | Loss: 1.509 | Acc: 56.970% (9334/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s408ms | Loss: 1.509 | Acc: 56.989% (9410/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s451ms | Loss: 1.508 | Acc: 57.025% (9489/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s493ms | Loss: 1.509 | Acc: 57.025% (9562/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s535ms | Loss: 1.509 | Acc: 57.019% (9634/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s578ms | Loss: 1.509 | Acc: 57.014% (9706/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s621ms | Loss: 1.509 | Acc: 57.008% (9778/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s663ms | Loss: 1.509 | Acc: 57.008% (9851/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s705ms | Loss: 1.508 | Acc: 57.020% (9926/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s747ms | Loss: 1.508 | Acc: 57.026% (10000/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s790ms | Loss: 1.508 | Acc: 57.003% (10069/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s832ms | Loss: 1.508 | Acc: 57.031% (10147/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s874ms | Loss: 1.509 | Acc: 57.020% (10218/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s916ms | Loss: 1.509 | Acc: 56.992% (10286/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s958ms | Loss: 1.508 | Acc: 57.048% (10369/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s1ms | Loss: 1.508 | Acc: 57.026% (10438/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s43ms | Loss: 1.508 | Acc: 57.010% (10508/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s85ms | Loss: 1.507 | Acc: 57.004% (10580/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s128ms | Loss: 1.506 | Acc: 56.988% (10650/18688) 146/391 
 [========================>........................................]  Step: 41ms | Tot: 6s170ms | Loss: 1.505 | Acc: 57.005% (10726/18816) 147/391 
 [========================>........................................]  Step: 41ms | Tot: 6s212ms | Loss: 1.504 | Acc: 57.037% (10805/18944) 148/391 
 [========================>........................................]  Step: 41ms | Tot: 6s253ms | Loss: 1.504 | Acc: 57.021% (10875/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s295ms | Loss: 1.503 | Acc: 57.052% (10954/19200) 150/391 
 [========================>........................................]  Step: 41ms | Tot: 6s337ms | Loss: 1.503 | Acc: 57.062% (11029/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s380ms | Loss: 1.504 | Acc: 57.021% (11094/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s422ms | Loss: 1.505 | Acc: 57.006% (11164/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s465ms | Loss: 1.504 | Acc: 57.036% (11243/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s507ms | Loss: 1.503 | Acc: 57.046% (11318/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s550ms | Loss: 1.504 | Acc: 57.031% (11388/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s592ms | Loss: 1.505 | Acc: 57.001% (11455/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s635ms | Loss: 1.504 | Acc: 57.051% (11538/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s677ms | Loss: 1.503 | Acc: 57.085% (11618/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s719ms | Loss: 1.503 | Acc: 57.100% (11694/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s762ms | Loss: 1.503 | Acc: 57.089% (11765/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s804ms | Loss: 1.503 | Acc: 57.084% (11837/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s846ms | Loss: 1.501 | Acc: 57.118% (11917/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s889ms | Loss: 1.501 | Acc: 57.088% (11984/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s931ms | Loss: 1.502 | Acc: 57.102% (12060/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s973ms | Loss: 1.503 | Acc: 57.116% (12136/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s16ms | Loss: 1.502 | Acc: 57.134% (12213/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s59ms | Loss: 1.503 | Acc: 57.115% (12282/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s101ms | Loss: 1.504 | Acc: 57.124% (12357/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s143ms | Loss: 1.503 | Acc: 57.128% (12431/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s185ms | Loss: 1.503 | Acc: 57.127% (12504/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s227ms | Loss: 1.502 | Acc: 57.149% (12582/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s270ms | Loss: 1.502 | Acc: 57.149% (12655/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s312ms | Loss: 1.501 | Acc: 57.161% (12731/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s354ms | Loss: 1.502 | Acc: 57.156% (12803/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s396ms | Loss: 1.504 | Acc: 57.107% (12865/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s438ms | Loss: 1.503 | Acc: 57.133% (12944/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s481ms | Loss: 1.503 | Acc: 57.137% (13018/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s523ms | Loss: 1.504 | Acc: 57.092% (13081/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s565ms | Loss: 1.505 | Acc: 57.053% (13145/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s607ms | Loss: 1.505 | Acc: 57.079% (13224/23168) 181/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s649ms | Loss: 1.505 | Acc: 57.083% (13298/23296) 182/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s691ms | Loss: 1.505 | Acc: 57.104% (13376/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s733ms | Loss: 1.505 | Acc: 57.103% (13449/23552) 184/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s775ms | Loss: 1.506 | Acc: 57.103% (13522/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s818ms | Loss: 1.507 | Acc: 57.094% (13593/23808) 186/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s860ms | Loss: 1.507 | Acc: 57.073% (13661/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s903ms | Loss: 1.509 | Acc: 57.052% (13729/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s945ms | Loss: 1.509 | Acc: 57.064% (13805/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s987ms | Loss: 1.508 | Acc: 57.072% (13880/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s30ms | Loss: 1.508 | Acc: 57.080% (13955/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s73ms | Loss: 1.507 | Acc: 57.092% (14031/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s115ms | Loss: 1.507 | Acc: 57.080% (14101/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s157ms | Loss: 1.507 | Acc: 57.072% (14172/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s199ms | Loss: 1.508 | Acc: 57.059% (14242/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s242ms | Loss: 1.508 | Acc: 57.051% (14313/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s284ms | Loss: 1.508 | Acc: 57.055% (14387/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s326ms | Loss: 1.508 | Acc: 57.035% (14455/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s368ms | Loss: 1.508 | Acc: 57.043% (14530/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s410ms | Loss: 1.508 | Acc: 57.070% (14610/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s453ms | Loss: 1.508 | Acc: 57.074% (14684/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s496ms | Loss: 1.508 | Acc: 57.078% (14758/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s538ms | Loss: 1.507 | Acc: 57.104% (14838/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s580ms | Loss: 1.506 | Acc: 57.135% (14919/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s622ms | Loss: 1.508 | Acc: 57.081% (14978/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s664ms | Loss: 1.509 | Acc: 57.062% (15046/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s707ms | Loss: 1.509 | Acc: 57.058% (15118/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s749ms | Loss: 1.509 | Acc: 57.069% (15194/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s791ms | Loss: 1.509 | Acc: 57.076% (15269/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s833ms | Loss: 1.510 | Acc: 57.057% (15337/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s876ms | Loss: 1.510 | Acc: 57.057% (15410/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s918ms | Loss: 1.510 | Acc: 57.079% (15489/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s960ms | Loss: 1.509 | Acc: 57.112% (15571/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s3ms | Loss: 1.510 | Acc: 57.075% (15634/27392) 214/391 
 [===================================>.............................]  Step: 41ms | Tot: 9s45ms | Loss: 1.511 | Acc: 57.068% (15705/27520) 215/391 
 [===================================>.............................]  Step: 41ms | Tot: 9s86ms | Loss: 1.511 | Acc: 57.060% (15776/27648) 216/391 
 [===================================>.............................]  Step: 41ms | Tot: 9s128ms | Loss: 1.511 | Acc: 57.049% (15846/27776) 217/391 
 [====================================>............................]  Step: 41ms | Tot: 9s170ms | Loss: 1.511 | Acc: 57.064% (15923/27904) 218/391 
 [====================================>............................]  Step: 41ms | Tot: 9s211ms | Loss: 1.512 | Acc: 57.031% (15987/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s254ms | Loss: 1.512 | Acc: 57.010% (16054/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s296ms | Loss: 1.513 | Acc: 56.989% (16121/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s339ms | Loss: 1.515 | Acc: 56.961% (16186/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s381ms | Loss: 1.515 | Acc: 56.944% (16254/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s424ms | Loss: 1.516 | Acc: 56.948% (16328/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s467ms | Loss: 1.515 | Acc: 56.951% (16402/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s509ms | Loss: 1.515 | Acc: 56.941% (16472/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s551ms | Loss: 1.515 | Acc: 56.952% (16548/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s594ms | Loss: 1.516 | Acc: 56.928% (16614/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s636ms | Loss: 1.517 | Acc: 56.915% (16683/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s678ms | Loss: 1.517 | Acc: 56.912% (16755/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s720ms | Loss: 1.516 | Acc: 56.943% (16837/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s762ms | Loss: 1.515 | Acc: 56.967% (16917/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s804ms | Loss: 1.515 | Acc: 56.951% (16985/29824) 233/391 
 [======================================>..........................]  Step: 41ms | Tot: 9s846ms | Loss: 1.516 | Acc: 56.934% (17053/29952) 234/391 
 [======================================>..........................]  Step: 41ms | Tot: 9s888ms | Loss: 1.516 | Acc: 56.932% (17125/30080) 235/391 
 [=======================================>.........................]  Step: 41ms | Tot: 9s930ms | Loss: 1.517 | Acc: 56.909% (17191/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s972ms | Loss: 1.517 | Acc: 56.949% (17276/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s14ms | Loss: 1.516 | Acc: 56.952% (17350/30464) 238/391 
 [=======================================>.........................]  Step: 41ms | Tot: 10s56ms | Loss: 1.516 | Acc: 56.969% (17428/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s99ms | Loss: 1.515 | Acc: 56.982% (17505/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s141ms | Loss: 1.515 | Acc: 56.986% (17579/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s183ms | Loss: 1.515 | Acc: 56.967% (17646/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s226ms | Loss: 1.515 | Acc: 56.993% (17727/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s268ms | Loss: 1.515 | Acc: 56.986% (17798/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s310ms | Loss: 1.515 | Acc: 56.993% (17873/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s353ms | Loss: 1.515 | Acc: 56.990% (17945/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s395ms | Loss: 1.515 | Acc: 56.996% (18020/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s437ms | Loss: 1.515 | Acc: 56.981% (18088/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s479ms | Loss: 1.515 | Acc: 56.984% (18162/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s522ms | Loss: 1.515 | Acc: 56.994% (18238/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s564ms | Loss: 1.515 | Acc: 56.978% (18306/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s606ms | Loss: 1.516 | Acc: 56.957% (18372/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s648ms | Loss: 1.516 | Acc: 56.939% (18439/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s691ms | Loss: 1.516 | Acc: 56.957% (18518/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s734ms | Loss: 1.516 | Acc: 56.945% (18587/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s776ms | Loss: 1.515 | Acc: 56.949% (18661/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s819ms | Loss: 1.516 | Acc: 56.931% (18728/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s861ms | Loss: 1.516 | Acc: 56.922% (18798/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s904ms | Loss: 1.516 | Acc: 56.953% (18881/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s946ms | Loss: 1.516 | Acc: 56.929% (18946/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s989ms | Loss: 1.517 | Acc: 56.909% (19012/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s31ms | Loss: 1.517 | Acc: 56.906% (19084/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s73ms | Loss: 1.517 | Acc: 56.915% (19160/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s115ms | Loss: 1.517 | Acc: 56.928% (19237/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s157ms | Loss: 1.517 | Acc: 56.934% (19312/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s199ms | Loss: 1.517 | Acc: 56.946% (19389/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s242ms | Loss: 1.518 | Acc: 56.923% (19454/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s284ms | Loss: 1.519 | Acc: 56.920% (19526/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s326ms | Loss: 1.519 | Acc: 56.918% (19598/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s368ms | Loss: 1.518 | Acc: 56.921% (19672/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s411ms | Loss: 1.519 | Acc: 56.919% (19744/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s453ms | Loss: 1.519 | Acc: 56.922% (19818/34816) 272/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s495ms | Loss: 1.518 | Acc: 56.920% (19890/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s537ms | Loss: 1.518 | Acc: 56.926% (19965/35072) 274/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s579ms | Loss: 1.518 | Acc: 56.912% (20033/35200) 275/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s620ms | Loss: 1.519 | Acc: 56.904% (20103/35328) 276/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s662ms | Loss: 1.519 | Acc: 56.918% (20181/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s705ms | Loss: 1.519 | Acc: 56.913% (20252/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s747ms | Loss: 1.520 | Acc: 56.902% (20321/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s790ms | Loss: 1.520 | Acc: 56.917% (20399/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s832ms | Loss: 1.520 | Acc: 56.898% (20465/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s875ms | Loss: 1.520 | Acc: 56.898% (20538/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s917ms | Loss: 1.519 | Acc: 56.932% (20623/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s959ms | Loss: 1.519 | Acc: 56.940% (20699/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s2ms | Loss: 1.518 | Acc: 56.944% (20773/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s44ms | Loss: 1.518 | Acc: 56.947% (20847/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s86ms | Loss: 1.519 | Acc: 56.947% (20920/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s129ms | Loss: 1.519 | Acc: 56.934% (20988/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s171ms | Loss: 1.518 | Acc: 56.950% (21067/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s214ms | Loss: 1.518 | Acc: 56.964% (21145/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s256ms | Loss: 1.517 | Acc: 56.964% (21218/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s299ms | Loss: 1.517 | Acc: 56.978% (21296/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s341ms | Loss: 1.517 | Acc: 56.986% (21372/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s384ms | Loss: 1.516 | Acc: 57.007% (21453/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s426ms | Loss: 1.516 | Acc: 57.021% (21531/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s469ms | Loss: 1.516 | Acc: 57.010% (21600/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s511ms | Loss: 1.516 | Acc: 57.010% (21673/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s553ms | Loss: 1.516 | Acc: 57.034% (21755/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s595ms | Loss: 1.515 | Acc: 57.050% (21834/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s637ms | Loss: 1.516 | Acc: 57.036% (21902/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s679ms | Loss: 1.516 | Acc: 57.021% (21969/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s722ms | Loss: 1.516 | Acc: 57.005% (22036/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s764ms | Loss: 1.516 | Acc: 57.011% (22111/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s806ms | Loss: 1.515 | Acc: 57.026% (22190/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s848ms | Loss: 1.515 | Acc: 57.026% (22263/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s891ms | Loss: 1.515 | Acc: 57.026% (22336/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s933ms | Loss: 1.515 | Acc: 57.013% (22404/39296) 307/391 
 [===================================================>.............]  Step: 41ms | Tot: 12s975ms | Loss: 1.516 | Acc: 57.006% (22474/39424) 308/391 
 [===================================================>.............]  Step: 41ms | Tot: 13s17ms | Loss: 1.516 | Acc: 57.008% (22548/39552) 309/391 
 [===================================================>.............]  Step: 41ms | Tot: 13s59ms | Loss: 1.516 | Acc: 57.009% (22621/39680) 310/391 
 [===================================================>.............]  Step: 41ms | Tot: 13s100ms | Loss: 1.516 | Acc: 57.011% (22695/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s143ms | Loss: 1.516 | Acc: 57.006% (22766/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s185ms | Loss: 1.516 | Acc: 57.034% (22850/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s228ms | Loss: 1.516 | Acc: 57.046% (22928/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s270ms | Loss: 1.516 | Acc: 57.036% (22997/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s313ms | Loss: 1.515 | Acc: 57.036% (23070/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s355ms | Loss: 1.516 | Acc: 57.026% (23139/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s398ms | Loss: 1.515 | Acc: 57.031% (23214/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s440ms | Loss: 1.516 | Acc: 57.029% (23286/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s483ms | Loss: 1.516 | Acc: 57.014% (23353/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s525ms | Loss: 1.516 | Acc: 57.000% (23420/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s567ms | Loss: 1.516 | Acc: 57.007% (23496/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s609ms | Loss: 1.517 | Acc: 57.007% (23569/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s652ms | Loss: 1.516 | Acc: 57.034% (23653/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s694ms | Loss: 1.517 | Acc: 57.029% (23724/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s736ms | Loss: 1.517 | Acc: 57.031% (23798/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s779ms | Loss: 1.517 | Acc: 57.019% (23866/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s821ms | Loss: 1.517 | Acc: 57.022% (23940/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s864ms | Loss: 1.517 | Acc: 57.036% (24019/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s906ms | Loss: 1.517 | Acc: 57.019% (24085/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s948ms | Loss: 1.518 | Acc: 57.024% (24160/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s990ms | Loss: 1.518 | Acc: 57.019% (24231/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s32ms | Loss: 1.519 | Acc: 57.008% (24299/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s75ms | Loss: 1.520 | Acc: 56.989% (24364/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s117ms | Loss: 1.519 | Acc: 57.008% (24445/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s159ms | Loss: 1.519 | Acc: 56.999% (24514/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s201ms | Loss: 1.520 | Acc: 56.990% (24583/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s244ms | Loss: 1.520 | Acc: 56.990% (24656/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s286ms | Loss: 1.520 | Acc: 56.985% (24727/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s328ms | Loss: 1.521 | Acc: 56.981% (24798/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s371ms | Loss: 1.521 | Acc: 56.969% (24866/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s413ms | Loss: 1.521 | Acc: 56.954% (24932/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s455ms | Loss: 1.522 | Acc: 56.942% (25000/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s497ms | Loss: 1.522 | Acc: 56.936% (25070/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s539ms | Loss: 1.522 | Acc: 56.938% (25144/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s582ms | Loss: 1.522 | Acc: 56.941% (25218/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s625ms | Loss: 1.522 | Acc: 56.952% (25296/44416) 347/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s667ms | Loss: 1.522 | Acc: 56.959% (25372/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s709ms | Loss: 1.522 | Acc: 56.973% (25451/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s752ms | Loss: 1.523 | Acc: 56.960% (25518/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s794ms | Loss: 1.522 | Acc: 56.964% (25593/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s836ms | Loss: 1.523 | Acc: 56.945% (25657/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s878ms | Loss: 1.523 | Acc: 56.941% (25728/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s921ms | Loss: 1.524 | Acc: 56.932% (25797/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s963ms | Loss: 1.524 | Acc: 56.928% (25868/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s5ms | Loss: 1.524 | Acc: 56.922% (25938/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s47ms | Loss: 1.524 | Acc: 56.926% (26013/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s89ms | Loss: 1.524 | Acc: 56.944% (26094/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s132ms | Loss: 1.523 | Acc: 56.957% (26173/45952) 359/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s174ms | Loss: 1.523 | Acc: 56.951% (26243/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s216ms | Loss: 1.523 | Acc: 56.958% (26319/46208) 361/391 
 [============================================================>....]  Step: 42ms | Tot: 15s258ms | Loss: 1.524 | Acc: 56.947% (26387/46336) 362/391 
 [============================================================>....]  Step: 41ms | Tot: 15s300ms | Loss: 1.524 | Acc: 56.934% (26454/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s342ms | Loss: 1.524 | Acc: 56.933% (26526/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s384ms | Loss: 1.523 | Acc: 56.946% (26605/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s427ms | Loss: 1.523 | Acc: 56.946% (26678/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s470ms | Loss: 1.523 | Acc: 56.972% (26763/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s512ms | Loss: 1.523 | Acc: 56.976% (26838/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s554ms | Loss: 1.523 | Acc: 56.978% (26912/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s596ms | Loss: 1.522 | Acc: 56.987% (26989/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s639ms | Loss: 1.523 | Acc: 56.966% (27052/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s681ms | Loss: 1.522 | Acc: 56.977% (27130/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s723ms | Loss: 1.523 | Acc: 56.981% (27205/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s765ms | Loss: 1.524 | Acc: 56.958% (27267/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s807ms | Loss: 1.524 | Acc: 56.950% (27336/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s850ms | Loss: 1.524 | Acc: 56.952% (27410/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s892ms | Loss: 1.523 | Acc: 56.957% (27485/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s934ms | Loss: 1.524 | Acc: 56.944% (27552/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s976ms | Loss: 1.524 | Acc: 56.938% (27622/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s19ms | Loss: 1.524 | Acc: 56.935% (27693/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s61ms | Loss: 1.524 | Acc: 56.931% (27764/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s104ms | Loss: 1.524 | Acc: 56.939% (27841/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s146ms | Loss: 1.524 | Acc: 56.952% (27920/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s188ms | Loss: 1.523 | Acc: 56.976% (28005/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s230ms | Loss: 1.524 | Acc: 56.958% (28069/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s273ms | Loss: 1.524 | Acc: 56.954% (28140/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s317ms | Loss: 1.524 | Acc: 56.951% (28211/49536) 387/391 
 [================================================================>]  Step: 41ms | Tot: 16s359ms | Loss: 1.524 | Acc: 56.973% (28295/49664) 388/391 
 [================================================================>]  Step: 41ms | Tot: 16s401ms | Loss: 1.524 | Acc: 56.993% (28378/49792) 389/391 
 [================================================================>]  Step: 42ms | Tot: 16s443ms | Loss: 1.523 | Acc: 56.999% (28454/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s473ms | Loss: 1.523 | Acc: 57.012% (28506/50000) 391/391 
 [>................................................................]  Step: 156ms | Tot: 0ms | Loss: 1.913 | Acc: 47.000% (47/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 1.772 | Acc: 53.500% (107/200)   2/100 
 [=>...............................................................]  Step: 10ms | Tot: 23ms | Loss: 1.756 | Acc: 53.333% (160/300)   3/100 
 [=>...............................................................]  Step: 10ms | Tot: 34ms | Loss: 1.738 | Acc: 52.750% (211/400)   4/100 
 [==>..............................................................]  Step: 10ms | Tot: 44ms | Loss: 1.818 | Acc: 51.400% (257/500)   5/100 
 [===>.............................................................]  Step: 11ms | Tot: 56ms | Loss: 1.887 | Acc: 50.167% (301/600)   6/100 
 [===>.............................................................]  Step: 10ms | Tot: 67ms | Loss: 1.848 | Acc: 50.714% (355/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 78ms | Loss: 1.807 | Acc: 50.875% (407/800)   8/100 
 [=====>...........................................................]  Step: 10ms | Tot: 89ms | Loss: 1.825 | Acc: 50.333% (453/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 100ms | Loss: 1.803 | Acc: 50.500% (505/1000) 10/100 
 [======>..........................................................]  Step: 10ms | Tot: 111ms | Loss: 1.813 | Acc: 50.000% (550/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 122ms | Loss: 1.841 | Acc: 49.333% (592/1200) 12/100 
 [=======>.........................................................]  Step: 10ms | Tot: 133ms | Loss: 1.823 | Acc: 49.846% (648/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 144ms | Loss: 1.820 | Acc: 49.857% (698/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 155ms | Loss: 1.801 | Acc: 50.200% (753/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 166ms | Loss: 1.812 | Acc: 49.500% (792/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 177ms | Loss: 1.816 | Acc: 49.588% (843/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 189ms | Loss: 1.824 | Acc: 49.500% (891/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 200ms | Loss: 1.805 | Acc: 50.158% (953/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 211ms | Loss: 1.796 | Acc: 50.250% (1005/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 222ms | Loss: 1.791 | Acc: 50.667% (1064/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 234ms | Loss: 1.800 | Acc: 50.409% (1109/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 245ms | Loss: 1.794 | Acc: 50.565% (1163/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 256ms | Loss: 1.800 | Acc: 50.208% (1205/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 267ms | Loss: 1.798 | Acc: 50.240% (1256/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 279ms | Loss: 1.793 | Acc: 50.423% (1311/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 290ms | Loss: 1.800 | Acc: 50.222% (1356/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 301ms | Loss: 1.798 | Acc: 50.036% (1401/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 312ms | Loss: 1.807 | Acc: 50.000% (1450/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 324ms | Loss: 1.810 | Acc: 49.967% (1499/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 335ms | Loss: 1.810 | Acc: 50.000% (1550/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 346ms | Loss: 1.804 | Acc: 50.156% (1605/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 357ms | Loss: 1.811 | Acc: 49.909% (1647/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 369ms | Loss: 1.808 | Acc: 49.882% (1696/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 380ms | Loss: 1.807 | Acc: 50.029% (1751/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 391ms | Loss: 1.807 | Acc: 50.111% (1804/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 403ms | Loss: 1.812 | Acc: 49.946% (1848/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 414ms | Loss: 1.803 | Acc: 50.105% (1904/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 426ms | Loss: 1.803 | Acc: 50.103% (1954/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 438ms | Loss: 1.797 | Acc: 50.225% (2009/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 449ms | Loss: 1.794 | Acc: 50.390% (2066/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 461ms | Loss: 1.797 | Acc: 50.381% (2116/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 472ms | Loss: 1.795 | Acc: 50.465% (2170/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 484ms | Loss: 1.797 | Acc: 50.455% (2220/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 495ms | Loss: 1.792 | Acc: 50.511% (2273/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 507ms | Loss: 1.794 | Acc: 50.522% (2324/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 518ms | Loss: 1.799 | Acc: 50.340% (2366/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 529ms | Loss: 1.805 | Acc: 50.271% (2413/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 541ms | Loss: 1.810 | Acc: 50.102% (2455/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 552ms | Loss: 1.810 | Acc: 50.120% (2506/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 564ms | Loss: 1.806 | Acc: 50.157% (2558/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 575ms | Loss: 1.805 | Acc: 50.173% (2609/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 586ms | Loss: 1.800 | Acc: 50.245% (2663/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 598ms | Loss: 1.801 | Acc: 50.204% (2711/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 609ms | Loss: 1.804 | Acc: 50.164% (2759/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 620ms | Loss: 1.801 | Acc: 50.268% (2815/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 632ms | Loss: 1.797 | Acc: 50.439% (2875/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 643ms | Loss: 1.799 | Acc: 50.362% (2921/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 655ms | Loss: 1.798 | Acc: 50.390% (2973/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 666ms | Loss: 1.799 | Acc: 50.317% (3019/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 677ms | Loss: 1.799 | Acc: 50.295% (3068/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 689ms | Loss: 1.802 | Acc: 50.355% (3122/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 700ms | Loss: 1.800 | Acc: 50.333% (3171/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 712ms | Loss: 1.797 | Acc: 50.438% (3228/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 723ms | Loss: 1.797 | Acc: 50.446% (3279/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 735ms | Loss: 1.802 | Acc: 50.409% (3327/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 746ms | Loss: 1.801 | Acc: 50.493% (3383/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 757ms | Loss: 1.800 | Acc: 50.515% (3435/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 769ms | Loss: 1.800 | Acc: 50.594% (3491/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 780ms | Loss: 1.801 | Acc: 50.643% (3545/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 791ms | Loss: 1.802 | Acc: 50.606% (3593/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 803ms | Loss: 1.801 | Acc: 50.681% (3649/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 814ms | Loss: 1.799 | Acc: 50.767% (3706/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 826ms | Loss: 1.800 | Acc: 50.676% (3750/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 837ms | Loss: 1.800 | Acc: 50.680% (3801/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 848ms | Loss: 1.804 | Acc: 50.618% (3847/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 860ms | Loss: 1.803 | Acc: 50.610% (3897/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 871ms | Loss: 1.808 | Acc: 50.487% (3938/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 883ms | Loss: 1.808 | Acc: 50.544% (3993/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 894ms | Loss: 1.806 | Acc: 50.587% (4047/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 906ms | Loss: 1.807 | Acc: 50.519% (4092/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 917ms | Loss: 1.807 | Acc: 50.549% (4145/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 928ms | Loss: 1.806 | Acc: 50.590% (4199/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 940ms | Loss: 1.807 | Acc: 50.679% (4257/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 951ms | Loss: 1.806 | Acc: 50.706% (4310/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 963ms | Loss: 1.800 | Acc: 50.849% (4373/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 974ms | Loss: 1.799 | Acc: 50.851% (4424/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 986ms | Loss: 1.795 | Acc: 50.955% (4484/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 997ms | Loss: 1.797 | Acc: 50.966% (4536/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s8ms | Loss: 1.796 | Acc: 51.000% (4590/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s20ms | Loss: 1.797 | Acc: 51.011% (4642/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s32ms | Loss: 1.798 | Acc: 50.935% (4686/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s43ms | Loss: 1.798 | Acc: 50.935% (4737/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s55ms | Loss: 1.799 | Acc: 50.979% (4792/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s66ms | Loss: 1.798 | Acc: 51.032% (4848/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s78ms | Loss: 1.799 | Acc: 51.042% (4900/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s89ms | Loss: 1.797 | Acc: 51.093% (4956/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s101ms | Loss: 1.798 | Acc: 51.061% (5004/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s112ms | Loss: 1.799 | Acc: 51.030% (5052/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s123ms | Loss: 1.796 | Acc: 51.100% (5110/10000) 100/100 
Saving..

Epoch: 10
 [>................................................................]  Step: 332ms | Tot: 0ms | Loss: 1.302 | Acc: 60.156% (77/128)    1/391 
 [>................................................................]  Step: 42ms | Tot: 42ms | Loss: 1.225 | Acc: 63.672% (163/256)   2/391 
 [>................................................................]  Step: 40ms | Tot: 82ms | Loss: 1.271 | Acc: 61.979% (238/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 123ms | Loss: 1.254 | Acc: 62.500% (320/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 164ms | Loss: 1.254 | Acc: 62.188% (398/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 205ms | Loss: 1.278 | Acc: 61.589% (473/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 245ms | Loss: 1.310 | Acc: 60.603% (543/896)  7/391 
 [=>...............................................................]  Step: 40ms | Tot: 286ms | Loss: 1.344 | Acc: 59.570% (610/1024) 8/391 
 [=>...............................................................]  Step: 40ms | Tot: 327ms | Loss: 1.335 | Acc: 59.896% (690/1152) 9/391 
 [=>...............................................................]  Step: 40ms | Tot: 368ms | Loss: 1.329 | Acc: 60.391% (773/1280) 10/391 
 [=>...............................................................]  Step: 42ms | Tot: 410ms | Loss: 1.347 | Acc: 59.872% (843/1408) 11/391 
 [=>...............................................................]  Step: 42ms | Tot: 453ms | Loss: 1.346 | Acc: 59.961% (921/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 495ms | Loss: 1.350 | Acc: 59.976% (998/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 538ms | Loss: 1.361 | Acc: 59.710% (1070/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 580ms | Loss: 1.364 | Acc: 59.479% (1142/1920) 15/391 
 [==>..............................................................]  Step: 42ms | Tot: 622ms | Loss: 1.373 | Acc: 59.521% (1219/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 665ms | Loss: 1.379 | Acc: 59.513% (1295/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 707ms | Loss: 1.372 | Acc: 59.766% (1377/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 749ms | Loss: 1.373 | Acc: 59.663% (1451/2432) 19/391 
 [===>.............................................................]  Step: 41ms | Tot: 791ms | Loss: 1.375 | Acc: 59.688% (1528/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 833ms | Loss: 1.372 | Acc: 59.859% (1609/2688) 21/391 
 [===>.............................................................]  Step: 41ms | Tot: 875ms | Loss: 1.379 | Acc: 59.908% (1687/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 917ms | Loss: 1.387 | Acc: 59.715% (1758/2944) 23/391 
 [===>.............................................................]  Step: 41ms | Tot: 959ms | Loss: 1.389 | Acc: 59.733% (1835/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s1ms | Loss: 1.387 | Acc: 59.906% (1917/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s44ms | Loss: 1.388 | Acc: 59.916% (1994/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s86ms | Loss: 1.390 | Acc: 59.809% (2067/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s129ms | Loss: 1.391 | Acc: 59.682% (2139/3584) 28/391 
 [====>............................................................]  Step: 42ms | Tot: 1s171ms | Loss: 1.391 | Acc: 59.725% (2217/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s214ms | Loss: 1.392 | Acc: 59.714% (2293/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s256ms | Loss: 1.401 | Acc: 59.627% (2366/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s298ms | Loss: 1.399 | Acc: 59.668% (2444/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s341ms | Loss: 1.397 | Acc: 59.635% (2519/4224) 33/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s382ms | Loss: 1.397 | Acc: 59.697% (2598/4352) 34/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s425ms | Loss: 1.393 | Acc: 59.799% (2679/4480) 35/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s467ms | Loss: 1.390 | Acc: 59.918% (2761/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s509ms | Loss: 1.390 | Acc: 60.008% (2842/4736) 37/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s551ms | Loss: 1.390 | Acc: 60.115% (2924/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s593ms | Loss: 1.391 | Acc: 60.156% (3003/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s635ms | Loss: 1.396 | Acc: 59.863% (3065/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s677ms | Loss: 1.394 | Acc: 59.966% (3147/5248) 41/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s719ms | Loss: 1.394 | Acc: 60.026% (3227/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s761ms | Loss: 1.395 | Acc: 60.102% (3308/5504) 43/391 
 [=======>.........................................................]  Step: 41ms | Tot: 1s803ms | Loss: 1.389 | Acc: 60.210% (3391/5632) 44/391 
 [=======>.........................................................]  Step: 41ms | Tot: 1s845ms | Loss: 1.387 | Acc: 60.122% (3463/5760) 45/391 
 [=======>.........................................................]  Step: 41ms | Tot: 1s887ms | Loss: 1.387 | Acc: 60.020% (3534/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s929ms | Loss: 1.387 | Acc: 60.073% (3614/6016) 47/391 
 [=======>.........................................................]  Step: 41ms | Tot: 1s971ms | Loss: 1.385 | Acc: 60.140% (3695/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 2s13ms | Loss: 1.387 | Acc: 60.013% (3764/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s56ms | Loss: 1.390 | Acc: 59.891% (3833/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s98ms | Loss: 1.390 | Acc: 59.881% (3909/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s140ms | Loss: 1.391 | Acc: 59.856% (3984/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s183ms | Loss: 1.393 | Acc: 59.773% (4055/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s225ms | Loss: 1.393 | Acc: 59.838% (4136/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s267ms | Loss: 1.399 | Acc: 59.602% (4196/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s309ms | Loss: 1.400 | Acc: 59.626% (4274/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s352ms | Loss: 1.401 | Acc: 59.594% (4348/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s394ms | Loss: 1.403 | Acc: 59.550% (4421/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s436ms | Loss: 1.403 | Acc: 59.613% (4502/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s478ms | Loss: 1.407 | Acc: 59.505% (4570/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s521ms | Loss: 1.405 | Acc: 59.541% (4649/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s563ms | Loss: 1.407 | Acc: 59.514% (4723/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s605ms | Loss: 1.409 | Acc: 59.437% (4793/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s647ms | Loss: 1.409 | Acc: 59.387% (4865/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s690ms | Loss: 1.408 | Acc: 59.399% (4942/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s732ms | Loss: 1.411 | Acc: 59.387% (5017/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s774ms | Loss: 1.411 | Acc: 59.363% (5091/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s817ms | Loss: 1.411 | Acc: 59.375% (5168/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s859ms | Loss: 1.412 | Acc: 59.398% (5246/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s901ms | Loss: 1.411 | Acc: 59.453% (5327/8960) 70/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s943ms | Loss: 1.410 | Acc: 59.474% (5405/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s985ms | Loss: 1.408 | Acc: 59.538% (5487/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 3s27ms | Loss: 1.409 | Acc: 59.482% (5558/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s69ms | Loss: 1.408 | Acc: 59.565% (5642/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s112ms | Loss: 1.407 | Acc: 59.573% (5719/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s154ms | Loss: 1.407 | Acc: 59.632% (5801/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s196ms | Loss: 1.405 | Acc: 59.679% (5882/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s238ms | Loss: 1.407 | Acc: 59.655% (5956/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s281ms | Loss: 1.405 | Acc: 59.672% (6034/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s323ms | Loss: 1.405 | Acc: 59.678% (6111/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s365ms | Loss: 1.407 | Acc: 59.674% (6187/10368) 81/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s407ms | Loss: 1.406 | Acc: 59.737% (6270/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s449ms | Loss: 1.407 | Acc: 59.752% (6348/10624) 83/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s491ms | Loss: 1.407 | Acc: 59.766% (6426/10752) 84/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s533ms | Loss: 1.407 | Acc: 59.706% (6496/10880) 85/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s575ms | Loss: 1.407 | Acc: 59.648% (6566/11008) 86/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s616ms | Loss: 1.408 | Acc: 59.591% (6636/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s659ms | Loss: 1.409 | Acc: 59.579% (6711/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s702ms | Loss: 1.409 | Acc: 59.594% (6789/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s744ms | Loss: 1.409 | Acc: 59.557% (6861/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s786ms | Loss: 1.412 | Acc: 59.512% (6932/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s828ms | Loss: 1.411 | Acc: 59.545% (7012/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s871ms | Loss: 1.410 | Acc: 59.577% (7092/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s913ms | Loss: 1.409 | Acc: 59.608% (7172/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s955ms | Loss: 1.410 | Acc: 59.622% (7250/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s997ms | Loss: 1.410 | Acc: 59.627% (7327/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s39ms | Loss: 1.410 | Acc: 59.641% (7405/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s81ms | Loss: 1.412 | Acc: 59.582% (7474/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s124ms | Loss: 1.411 | Acc: 59.596% (7552/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s166ms | Loss: 1.411 | Acc: 59.633% (7633/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s208ms | Loss: 1.412 | Acc: 59.607% (7706/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s250ms | Loss: 1.412 | Acc: 59.612% (7783/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s292ms | Loss: 1.415 | Acc: 59.587% (7856/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s334ms | Loss: 1.417 | Acc: 59.555% (7928/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s377ms | Loss: 1.417 | Acc: 59.568% (8006/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s419ms | Loss: 1.418 | Acc: 59.552% (8080/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s461ms | Loss: 1.417 | Acc: 59.565% (8158/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s503ms | Loss: 1.418 | Acc: 59.520% (8228/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s545ms | Loss: 1.418 | Acc: 59.526% (8305/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s587ms | Loss: 1.419 | Acc: 59.517% (8380/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s629ms | Loss: 1.419 | Acc: 59.502% (8454/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s672ms | Loss: 1.420 | Acc: 59.424% (8519/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s714ms | Loss: 1.421 | Acc: 59.375% (8588/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s756ms | Loss: 1.422 | Acc: 59.313% (8655/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s798ms | Loss: 1.423 | Acc: 59.253% (8722/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s841ms | Loss: 1.422 | Acc: 59.341% (8811/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s883ms | Loss: 1.424 | Acc: 59.295% (8880/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s925ms | Loss: 1.425 | Acc: 59.269% (8952/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s967ms | Loss: 1.426 | Acc: 59.211% (9019/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s10ms | Loss: 1.426 | Acc: 59.225% (9097/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s52ms | Loss: 1.427 | Acc: 59.220% (9172/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s94ms | Loss: 1.427 | Acc: 59.183% (9242/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s137ms | Loss: 1.427 | Acc: 59.146% (9312/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s179ms | Loss: 1.427 | Acc: 59.148% (9388/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s221ms | Loss: 1.428 | Acc: 59.044% (9447/16000) 125/391 
 [====================>............................................]  Step: 42ms | Tot: 5s263ms | Loss: 1.428 | Acc: 59.053% (9524/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s306ms | Loss: 1.428 | Acc: 59.043% (9598/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s348ms | Loss: 1.429 | Acc: 59.033% (9672/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s390ms | Loss: 1.430 | Acc: 59.018% (9745/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s432ms | Loss: 1.431 | Acc: 58.990% (9816/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s474ms | Loss: 1.429 | Acc: 59.035% (9899/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s516ms | Loss: 1.430 | Acc: 58.990% (9967/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s558ms | Loss: 1.429 | Acc: 59.052% (10053/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s601ms | Loss: 1.429 | Acc: 59.060% (10130/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s643ms | Loss: 1.431 | Acc: 59.028% (10200/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s685ms | Loss: 1.431 | Acc: 59.025% (10275/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s727ms | Loss: 1.431 | Acc: 58.999% (10346/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s769ms | Loss: 1.430 | Acc: 59.007% (10423/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s811ms | Loss: 1.429 | Acc: 59.027% (10502/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s853ms | Loss: 1.429 | Acc: 59.046% (10581/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s895ms | Loss: 1.428 | Acc: 59.065% (10660/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s938ms | Loss: 1.426 | Acc: 59.078% (10738/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s980ms | Loss: 1.426 | Acc: 59.096% (10817/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s22ms | Loss: 1.425 | Acc: 59.109% (10895/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s64ms | Loss: 1.426 | Acc: 59.073% (10964/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s106ms | Loss: 1.426 | Acc: 59.081% (11041/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s149ms | Loss: 1.428 | Acc: 59.019% (11105/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s191ms | Loss: 1.428 | Acc: 58.995% (11176/18944) 148/391 
 [========================>........................................]  Step: 42ms | Tot: 6s233ms | Loss: 1.427 | Acc: 59.024% (11257/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s276ms | Loss: 1.427 | Acc: 59.036% (11335/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s318ms | Loss: 1.427 | Acc: 59.049% (11413/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s360ms | Loss: 1.426 | Acc: 59.097% (11498/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s402ms | Loss: 1.428 | Acc: 59.028% (11560/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s445ms | Loss: 1.429 | Acc: 59.045% (11639/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s487ms | Loss: 1.430 | Acc: 58.962% (11698/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s529ms | Loss: 1.431 | Acc: 58.939% (11769/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s572ms | Loss: 1.432 | Acc: 58.942% (11845/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s614ms | Loss: 1.433 | Acc: 58.925% (11917/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s656ms | Loss: 1.432 | Acc: 58.967% (12001/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s699ms | Loss: 1.433 | Acc: 58.970% (12077/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s741ms | Loss: 1.434 | Acc: 58.938% (12146/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s783ms | Loss: 1.435 | Acc: 58.902% (12214/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s825ms | Loss: 1.435 | Acc: 58.891% (12287/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s867ms | Loss: 1.434 | Acc: 58.889% (12362/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s909ms | Loss: 1.434 | Acc: 58.920% (12444/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s952ms | Loss: 1.434 | Acc: 58.904% (12516/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s994ms | Loss: 1.434 | Acc: 58.940% (12599/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s36ms | Loss: 1.434 | Acc: 58.943% (12675/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s78ms | Loss: 1.435 | Acc: 58.899% (12741/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s120ms | Loss: 1.434 | Acc: 58.911% (12819/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s162ms | Loss: 1.434 | Acc: 58.909% (12894/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s204ms | Loss: 1.435 | Acc: 58.912% (12970/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s246ms | Loss: 1.435 | Acc: 58.910% (13045/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s288ms | Loss: 1.434 | Acc: 58.926% (13124/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s331ms | Loss: 1.434 | Acc: 58.911% (13196/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s373ms | Loss: 1.434 | Acc: 58.904% (13270/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s415ms | Loss: 1.434 | Acc: 58.903% (13345/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s457ms | Loss: 1.436 | Acc: 58.861% (13411/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s499ms | Loss: 1.436 | Acc: 58.843% (13482/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s541ms | Loss: 1.436 | Acc: 58.850% (13559/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s584ms | Loss: 1.437 | Acc: 58.823% (13628/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s626ms | Loss: 1.438 | Acc: 58.817% (13702/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s668ms | Loss: 1.437 | Acc: 58.820% (13778/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s711ms | Loss: 1.438 | Acc: 58.827% (13855/23552) 184/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s753ms | Loss: 1.438 | Acc: 58.822% (13929/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s795ms | Loss: 1.441 | Acc: 58.779% (13994/23808) 186/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s838ms | Loss: 1.441 | Acc: 58.765% (14066/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s880ms | Loss: 1.441 | Acc: 58.752% (14138/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s922ms | Loss: 1.441 | Acc: 58.788% (14222/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s964ms | Loss: 1.441 | Acc: 58.803% (14301/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s7ms | Loss: 1.441 | Acc: 58.798% (14375/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s49ms | Loss: 1.441 | Acc: 58.805% (14452/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s91ms | Loss: 1.441 | Acc: 58.788% (14523/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s134ms | Loss: 1.441 | Acc: 58.799% (14601/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s176ms | Loss: 1.441 | Acc: 58.822% (14682/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s218ms | Loss: 1.440 | Acc: 58.817% (14756/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s260ms | Loss: 1.441 | Acc: 58.820% (14832/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s302ms | Loss: 1.441 | Acc: 58.799% (14902/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s344ms | Loss: 1.441 | Acc: 58.810% (14980/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s386ms | Loss: 1.440 | Acc: 58.809% (15055/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s428ms | Loss: 1.440 | Acc: 58.827% (15135/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s470ms | Loss: 1.439 | Acc: 58.837% (15213/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s513ms | Loss: 1.439 | Acc: 58.836% (15288/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s555ms | Loss: 1.438 | Acc: 58.850% (15367/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s597ms | Loss: 1.438 | Acc: 58.845% (15441/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s639ms | Loss: 1.439 | Acc: 58.844% (15516/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s681ms | Loss: 1.439 | Acc: 58.850% (15593/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s723ms | Loss: 1.439 | Acc: 58.853% (15669/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s765ms | Loss: 1.440 | Acc: 58.829% (15738/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s807ms | Loss: 1.439 | Acc: 58.869% (15824/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s849ms | Loss: 1.439 | Acc: 58.875% (15901/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s891ms | Loss: 1.438 | Acc: 58.900% (15983/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s934ms | Loss: 1.439 | Acc: 58.887% (16055/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s976ms | Loss: 1.439 | Acc: 58.889% (16131/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s18ms | Loss: 1.439 | Acc: 58.866% (16200/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s60ms | Loss: 1.439 | Acc: 58.869% (16276/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s103ms | Loss: 1.439 | Acc: 58.871% (16352/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s145ms | Loss: 1.440 | Acc: 58.859% (16424/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s187ms | Loss: 1.439 | Acc: 58.872% (16503/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s229ms | Loss: 1.440 | Acc: 58.857% (16574/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s272ms | Loss: 1.440 | Acc: 58.848% (16647/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s314ms | Loss: 1.441 | Acc: 58.815% (16713/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s356ms | Loss: 1.441 | Acc: 58.800% (16784/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s399ms | Loss: 1.441 | Acc: 58.824% (16866/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s441ms | Loss: 1.440 | Acc: 58.868% (16954/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s484ms | Loss: 1.440 | Acc: 58.877% (17032/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s526ms | Loss: 1.440 | Acc: 58.886% (17110/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s568ms | Loss: 1.439 | Acc: 58.923% (17196/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s610ms | Loss: 1.439 | Acc: 58.935% (17275/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s652ms | Loss: 1.439 | Acc: 58.947% (17354/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s694ms | Loss: 1.440 | Acc: 58.922% (17422/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s736ms | Loss: 1.440 | Acc: 58.914% (17495/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s778ms | Loss: 1.440 | Acc: 58.919% (17572/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s820ms | Loss: 1.440 | Acc: 58.928% (17650/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s862ms | Loss: 1.440 | Acc: 58.910% (17720/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s905ms | Loss: 1.441 | Acc: 58.895% (17791/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s947ms | Loss: 1.440 | Acc: 58.900% (17868/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s989ms | Loss: 1.440 | Acc: 58.886% (17939/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s31ms | Loss: 1.442 | Acc: 58.855% (18005/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s73ms | Loss: 1.442 | Acc: 58.867% (18084/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s115ms | Loss: 1.441 | Acc: 58.882% (18164/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s157ms | Loss: 1.442 | Acc: 58.891% (18242/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s199ms | Loss: 1.442 | Acc: 58.867% (18310/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s242ms | Loss: 1.442 | Acc: 58.876% (18388/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s284ms | Loss: 1.442 | Acc: 58.871% (18462/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s326ms | Loss: 1.442 | Acc: 58.851% (18531/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s368ms | Loss: 1.442 | Acc: 58.866% (18611/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s410ms | Loss: 1.441 | Acc: 58.893% (18695/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s452ms | Loss: 1.442 | Acc: 58.864% (18761/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s495ms | Loss: 1.442 | Acc: 58.850% (18832/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s537ms | Loss: 1.441 | Acc: 58.871% (18914/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s579ms | Loss: 1.440 | Acc: 58.888% (18995/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s621ms | Loss: 1.441 | Acc: 58.859% (19061/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s664ms | Loss: 1.440 | Acc: 58.880% (19143/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s706ms | Loss: 1.441 | Acc: 58.903% (19226/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s748ms | Loss: 1.441 | Acc: 58.884% (19295/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s790ms | Loss: 1.441 | Acc: 58.886% (19371/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s833ms | Loss: 1.441 | Acc: 58.881% (19445/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s876ms | Loss: 1.441 | Acc: 58.868% (19516/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s918ms | Loss: 1.441 | Acc: 58.885% (19597/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s960ms | Loss: 1.441 | Acc: 58.884% (19672/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s2ms | Loss: 1.441 | Acc: 58.880% (19746/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s45ms | Loss: 1.441 | Acc: 58.870% (19818/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s87ms | Loss: 1.442 | Acc: 58.878% (19896/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s129ms | Loss: 1.444 | Acc: 58.815% (19950/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s171ms | Loss: 1.444 | Acc: 58.814% (20025/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s213ms | Loss: 1.444 | Acc: 58.784% (20090/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s255ms | Loss: 1.445 | Acc: 58.777% (20163/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s297ms | Loss: 1.445 | Acc: 58.780% (20239/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s339ms | Loss: 1.445 | Acc: 58.776% (20313/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s382ms | Loss: 1.444 | Acc: 58.787% (20392/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s424ms | Loss: 1.444 | Acc: 58.792% (20469/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s466ms | Loss: 1.445 | Acc: 58.757% (20532/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s508ms | Loss: 1.445 | Acc: 58.765% (20610/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s551ms | Loss: 1.445 | Acc: 58.759% (20683/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s593ms | Loss: 1.445 | Acc: 58.741% (20752/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s635ms | Loss: 1.446 | Acc: 58.738% (20826/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s678ms | Loss: 1.445 | Acc: 58.754% (20907/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s720ms | Loss: 1.446 | Acc: 58.723% (20971/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s762ms | Loss: 1.446 | Acc: 58.730% (21049/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s804ms | Loss: 1.445 | Acc: 58.749% (21131/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s847ms | Loss: 1.446 | Acc: 58.746% (21205/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s889ms | Loss: 1.445 | Acc: 58.746% (21280/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s931ms | Loss: 1.445 | Acc: 58.756% (21359/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s974ms | Loss: 1.446 | Acc: 58.723% (21422/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s16ms | Loss: 1.447 | Acc: 58.706% (21491/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s58ms | Loss: 1.447 | Acc: 58.697% (21563/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s100ms | Loss: 1.446 | Acc: 58.702% (21640/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s143ms | Loss: 1.447 | Acc: 58.699% (21714/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s185ms | Loss: 1.447 | Acc: 58.704% (21791/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s227ms | Loss: 1.447 | Acc: 58.685% (21859/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s269ms | Loss: 1.448 | Acc: 58.677% (21931/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s312ms | Loss: 1.447 | Acc: 58.690% (22011/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s354ms | Loss: 1.448 | Acc: 58.668% (22078/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s396ms | Loss: 1.449 | Acc: 58.660% (22150/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s439ms | Loss: 1.449 | Acc: 58.668% (22228/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s481ms | Loss: 1.448 | Acc: 58.683% (22309/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s523ms | Loss: 1.448 | Acc: 58.691% (22387/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s565ms | Loss: 1.449 | Acc: 58.670% (22454/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s607ms | Loss: 1.448 | Acc: 58.667% (22528/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s649ms | Loss: 1.449 | Acc: 58.646% (22595/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s691ms | Loss: 1.449 | Acc: 58.643% (22669/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s733ms | Loss: 1.449 | Acc: 58.653% (22748/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s775ms | Loss: 1.449 | Acc: 58.648% (22821/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s818ms | Loss: 1.449 | Acc: 58.645% (22895/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s860ms | Loss: 1.449 | Acc: 58.670% (22980/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s902ms | Loss: 1.449 | Acc: 58.662% (23052/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s944ms | Loss: 1.449 | Acc: 58.660% (23126/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s986ms | Loss: 1.449 | Acc: 58.662% (23202/39552) 309/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s29ms | Loss: 1.449 | Acc: 58.677% (23283/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s71ms | Loss: 1.450 | Acc: 58.659% (23351/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s113ms | Loss: 1.450 | Acc: 58.651% (23423/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s155ms | Loss: 1.450 | Acc: 58.651% (23498/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s197ms | Loss: 1.450 | Acc: 58.653% (23574/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s239ms | Loss: 1.450 | Acc: 58.653% (23649/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s282ms | Loss: 1.450 | Acc: 58.665% (23729/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s325ms | Loss: 1.449 | Acc: 58.673% (23807/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s367ms | Loss: 1.450 | Acc: 58.665% (23879/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s409ms | Loss: 1.449 | Acc: 58.672% (23957/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s451ms | Loss: 1.448 | Acc: 58.696% (24042/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s493ms | Loss: 1.448 | Acc: 58.711% (24123/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s536ms | Loss: 1.449 | Acc: 58.691% (24190/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s578ms | Loss: 1.449 | Acc: 58.683% (24262/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s620ms | Loss: 1.449 | Acc: 58.688% (24339/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s662ms | Loss: 1.449 | Acc: 58.692% (24416/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s704ms | Loss: 1.448 | Acc: 58.709% (24498/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s747ms | Loss: 1.448 | Acc: 58.718% (24577/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s789ms | Loss: 1.450 | Acc: 58.701% (24645/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s831ms | Loss: 1.449 | Acc: 58.701% (24720/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s874ms | Loss: 1.450 | Acc: 58.674% (24784/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s916ms | Loss: 1.449 | Acc: 58.679% (24861/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s958ms | Loss: 1.449 | Acc: 58.683% (24938/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s | Loss: 1.449 | Acc: 58.695% (25018/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s42ms | Loss: 1.449 | Acc: 58.713% (25101/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s85ms | Loss: 1.449 | Acc: 58.727% (25182/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s127ms | Loss: 1.449 | Acc: 58.712% (25251/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s169ms | Loss: 1.449 | Acc: 58.703% (25322/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s211ms | Loss: 1.449 | Acc: 58.693% (25393/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s253ms | Loss: 1.449 | Acc: 58.697% (25470/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s295ms | Loss: 1.450 | Acc: 58.683% (25539/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s338ms | Loss: 1.450 | Acc: 58.669% (25608/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s380ms | Loss: 1.451 | Acc: 58.658% (25678/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s422ms | Loss: 1.451 | Acc: 58.662% (25755/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s464ms | Loss: 1.451 | Acc: 58.660% (25829/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s506ms | Loss: 1.451 | Acc: 58.644% (25897/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s548ms | Loss: 1.451 | Acc: 58.661% (25980/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s590ms | Loss: 1.451 | Acc: 58.659% (26054/44416) 347/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s632ms | Loss: 1.451 | Acc: 58.666% (26132/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s675ms | Loss: 1.451 | Acc: 58.670% (26209/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s717ms | Loss: 1.452 | Acc: 58.643% (26272/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s760ms | Loss: 1.452 | Acc: 58.638% (26345/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s802ms | Loss: 1.452 | Acc: 58.645% (26423/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s844ms | Loss: 1.452 | Acc: 58.638% (26495/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s886ms | Loss: 1.452 | Acc: 58.627% (26565/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s928ms | Loss: 1.451 | Acc: 58.651% (26651/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s971ms | Loss: 1.451 | Acc: 58.655% (26728/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s13ms | Loss: 1.452 | Acc: 58.635% (26794/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s55ms | Loss: 1.452 | Acc: 58.616% (26860/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s97ms | Loss: 1.452 | Acc: 58.618% (26936/45952) 359/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s140ms | Loss: 1.454 | Acc: 58.592% (26999/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s183ms | Loss: 1.453 | Acc: 58.609% (27082/46208) 361/391 
 [============================================================>....]  Step: 42ms | Tot: 15s225ms | Loss: 1.453 | Acc: 58.617% (27161/46336) 362/391 
 [============================================================>....]  Step: 42ms | Tot: 15s267ms | Loss: 1.453 | Acc: 58.620% (27237/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s309ms | Loss: 1.453 | Acc: 58.620% (27312/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s351ms | Loss: 1.454 | Acc: 58.628% (27391/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s393ms | Loss: 1.454 | Acc: 58.639% (27471/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s436ms | Loss: 1.454 | Acc: 58.626% (27540/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s478ms | Loss: 1.455 | Acc: 58.615% (27610/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s520ms | Loss: 1.455 | Acc: 58.609% (27682/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s562ms | Loss: 1.455 | Acc: 58.600% (27753/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s604ms | Loss: 1.456 | Acc: 58.577% (27817/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s646ms | Loss: 1.456 | Acc: 58.583% (27895/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s688ms | Loss: 1.455 | Acc: 58.590% (27973/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s731ms | Loss: 1.456 | Acc: 58.573% (28040/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s773ms | Loss: 1.456 | Acc: 58.556% (28107/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s815ms | Loss: 1.457 | Acc: 58.540% (28174/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s857ms | Loss: 1.457 | Acc: 58.542% (28250/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s900ms | Loss: 1.457 | Acc: 58.546% (28327/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s942ms | Loss: 1.457 | Acc: 58.542% (28400/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s984ms | Loss: 1.458 | Acc: 58.526% (28467/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s27ms | Loss: 1.458 | Acc: 58.508% (28533/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s69ms | Loss: 1.458 | Acc: 58.524% (28616/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s111ms | Loss: 1.458 | Acc: 58.522% (28690/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s154ms | Loss: 1.458 | Acc: 58.529% (28768/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s197ms | Loss: 1.458 | Acc: 58.502% (28830/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s239ms | Loss: 1.458 | Acc: 58.497% (28902/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s283ms | Loss: 1.459 | Acc: 58.485% (28971/49536) 387/391 
 [================================================================>]  Step: 41ms | Tot: 16s325ms | Loss: 1.458 | Acc: 58.505% (29056/49664) 388/391 
 [================================================================>]  Step: 41ms | Tot: 16s367ms | Loss: 1.459 | Acc: 58.503% (29130/49792) 389/391 
 [================================================================>]  Step: 41ms | Tot: 16s409ms | Loss: 1.458 | Acc: 58.506% (29206/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s439ms | Loss: 1.458 | Acc: 58.502% (29251/50000) 391/391 
 [>................................................................]  Step: 139ms | Tot: 0ms | Loss: 1.741 | Acc: 51.000% (51/100)    1/100 
 [>................................................................]  Step: 11ms | Tot: 11ms | Loss: 1.844 | Acc: 49.500% (99/200)    2/100 
 [=>...............................................................]  Step: 11ms | Tot: 23ms | Loss: 1.855 | Acc: 51.000% (153/300)   3/100 
 [=>...............................................................]  Step: 11ms | Tot: 34ms | Loss: 1.840 | Acc: 52.750% (211/400)   4/100 
 [==>..............................................................]  Step: 11ms | Tot: 46ms | Loss: 1.865 | Acc: 52.000% (260/500)   5/100 
 [===>.............................................................]  Step: 11ms | Tot: 57ms | Loss: 1.934 | Acc: 50.833% (305/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 69ms | Loss: 1.884 | Acc: 51.143% (358/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 80ms | Loss: 1.835 | Acc: 52.125% (417/800)   8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 91ms | Loss: 1.868 | Acc: 51.333% (462/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 102ms | Loss: 1.842 | Acc: 51.700% (517/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 113ms | Loss: 1.844 | Acc: 51.636% (568/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 124ms | Loss: 1.868 | Acc: 50.750% (609/1200) 12/100 
 [=======>.........................................................]  Step: 11ms | Tot: 135ms | Loss: 1.858 | Acc: 50.692% (659/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 146ms | Loss: 1.865 | Acc: 50.500% (707/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 157ms | Loss: 1.860 | Acc: 50.867% (763/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 168ms | Loss: 1.882 | Acc: 50.812% (813/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 180ms | Loss: 1.879 | Acc: 50.824% (864/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 191ms | Loss: 1.906 | Acc: 50.111% (902/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 202ms | Loss: 1.887 | Acc: 50.579% (961/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 214ms | Loss: 1.878 | Acc: 50.750% (1015/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 225ms | Loss: 1.883 | Acc: 50.762% (1066/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 236ms | Loss: 1.884 | Acc: 50.818% (1118/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 248ms | Loss: 1.884 | Acc: 50.783% (1168/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 259ms | Loss: 1.885 | Acc: 50.667% (1216/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 270ms | Loss: 1.877 | Acc: 50.920% (1273/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 282ms | Loss: 1.864 | Acc: 51.038% (1327/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 293ms | Loss: 1.863 | Acc: 51.037% (1378/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 304ms | Loss: 1.862 | Acc: 50.893% (1425/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 316ms | Loss: 1.872 | Acc: 50.793% (1473/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 327ms | Loss: 1.870 | Acc: 50.867% (1526/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 339ms | Loss: 1.878 | Acc: 50.581% (1568/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 350ms | Loss: 1.874 | Acc: 50.719% (1623/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 361ms | Loss: 1.887 | Acc: 50.333% (1661/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 373ms | Loss: 1.892 | Acc: 50.147% (1705/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 385ms | Loss: 1.894 | Acc: 50.200% (1757/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 396ms | Loss: 1.898 | Acc: 50.139% (1805/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 408ms | Loss: 1.903 | Acc: 50.054% (1852/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 420ms | Loss: 1.894 | Acc: 50.184% (1907/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 431ms | Loss: 1.894 | Acc: 50.051% (1952/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 443ms | Loss: 1.889 | Acc: 50.275% (2011/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 454ms | Loss: 1.887 | Acc: 50.415% (2067/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 466ms | Loss: 1.886 | Acc: 50.310% (2113/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 478ms | Loss: 1.885 | Acc: 50.349% (2165/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 489ms | Loss: 1.890 | Acc: 50.159% (2207/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 501ms | Loss: 1.887 | Acc: 50.156% (2257/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 512ms | Loss: 1.884 | Acc: 50.130% (2306/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 524ms | Loss: 1.883 | Acc: 50.043% (2352/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 535ms | Loss: 1.888 | Acc: 49.896% (2395/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 547ms | Loss: 1.898 | Acc: 49.714% (2436/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 558ms | Loss: 1.900 | Acc: 49.680% (2484/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 570ms | Loss: 1.896 | Acc: 49.765% (2538/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 581ms | Loss: 1.888 | Acc: 49.846% (2592/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 593ms | Loss: 1.886 | Acc: 49.906% (2645/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 604ms | Loss: 1.882 | Acc: 49.944% (2697/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 616ms | Loss: 1.885 | Acc: 49.873% (2743/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 627ms | Loss: 1.884 | Acc: 49.929% (2796/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 639ms | Loss: 1.875 | Acc: 50.105% (2856/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 650ms | Loss: 1.876 | Acc: 50.069% (2904/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 662ms | Loss: 1.876 | Acc: 50.153% (2959/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 673ms | Loss: 1.877 | Acc: 50.100% (3006/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 685ms | Loss: 1.878 | Acc: 50.033% (3052/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 696ms | Loss: 1.876 | Acc: 50.145% (3109/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 708ms | Loss: 1.875 | Acc: 50.175% (3161/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 719ms | Loss: 1.870 | Acc: 50.422% (3227/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 731ms | Loss: 1.869 | Acc: 50.415% (3277/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 742ms | Loss: 1.873 | Acc: 50.379% (3325/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 754ms | Loss: 1.871 | Acc: 50.358% (3374/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 766ms | Loss: 1.872 | Acc: 50.324% (3422/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 777ms | Loss: 1.872 | Acc: 50.304% (3471/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 789ms | Loss: 1.873 | Acc: 50.300% (3521/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 800ms | Loss: 1.875 | Acc: 50.183% (3563/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 812ms | Loss: 1.873 | Acc: 50.194% (3614/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 823ms | Loss: 1.870 | Acc: 50.233% (3667/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 835ms | Loss: 1.871 | Acc: 50.189% (3714/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 846ms | Loss: 1.869 | Acc: 50.240% (3768/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 858ms | Loss: 1.871 | Acc: 50.250% (3819/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 869ms | Loss: 1.872 | Acc: 50.273% (3871/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 881ms | Loss: 1.879 | Acc: 50.115% (3909/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 892ms | Loss: 1.878 | Acc: 50.101% (3958/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 904ms | Loss: 1.876 | Acc: 50.175% (4014/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 915ms | Loss: 1.878 | Acc: 50.099% (4058/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 927ms | Loss: 1.880 | Acc: 49.988% (4099/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 938ms | Loss: 1.878 | Acc: 50.000% (4150/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 950ms | Loss: 1.876 | Acc: 50.119% (4210/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 961ms | Loss: 1.874 | Acc: 50.188% (4266/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 973ms | Loss: 1.867 | Acc: 50.326% (4328/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 984ms | Loss: 1.870 | Acc: 50.264% (4373/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 996ms | Loss: 1.867 | Acc: 50.318% (4428/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s7ms | Loss: 1.868 | Acc: 50.348% (4481/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s19ms | Loss: 1.866 | Acc: 50.356% (4532/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s30ms | Loss: 1.868 | Acc: 50.308% (4578/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s42ms | Loss: 1.867 | Acc: 50.283% (4626/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s53ms | Loss: 1.867 | Acc: 50.237% (4672/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s65ms | Loss: 1.866 | Acc: 50.245% (4723/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s76ms | Loss: 1.866 | Acc: 50.295% (4778/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s88ms | Loss: 1.867 | Acc: 50.354% (4834/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s99ms | Loss: 1.864 | Acc: 50.392% (4888/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s111ms | Loss: 1.864 | Acc: 50.398% (4939/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s122ms | Loss: 1.865 | Acc: 50.394% (4989/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s133ms | Loss: 1.864 | Acc: 50.400% (5040/10000) 100/100 

Epoch: 11
 [>................................................................]  Step: 205ms | Tot: 0ms | Loss: 1.312 | Acc: 67.969% (87/128)    1/391 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 1.360 | Acc: 63.281% (162/256)   2/391 
 [>................................................................]  Step: 43ms | Tot: 85ms | Loss: 1.316 | Acc: 63.802% (245/384)   3/391 
 [>................................................................]  Step: 41ms | Tot: 126ms | Loss: 1.355 | Acc: 63.477% (325/512)  4/391 
 [>................................................................]  Step: 42ms | Tot: 169ms | Loss: 1.355 | Acc: 63.125% (404/640)  5/391 
 [>................................................................]  Step: 42ms | Tot: 211ms | Loss: 1.397 | Acc: 61.849% (475/768)  6/391 
 [>................................................................]  Step: 42ms | Tot: 254ms | Loss: 1.418 | Acc: 61.272% (549/896)  7/391 
 [=>...............................................................]  Step: 42ms | Tot: 296ms | Loss: 1.435 | Acc: 60.645% (621/1024) 8/391 
 [=>...............................................................]  Step: 42ms | Tot: 339ms | Loss: 1.432 | Acc: 60.330% (695/1152) 9/391 
 [=>...............................................................]  Step: 42ms | Tot: 382ms | Loss: 1.427 | Acc: 60.547% (775/1280) 10/391 
 [=>...............................................................]  Step: 42ms | Tot: 424ms | Loss: 1.434 | Acc: 59.943% (844/1408) 11/391 
 [=>...............................................................]  Step: 42ms | Tot: 467ms | Loss: 1.414 | Acc: 60.807% (934/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 509ms | Loss: 1.403 | Acc: 60.817% (1012/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 551ms | Loss: 1.400 | Acc: 60.435% (1083/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 593ms | Loss: 1.394 | Acc: 60.625% (1164/1920) 15/391 
 [==>..............................................................]  Step: 42ms | Tot: 635ms | Loss: 1.398 | Acc: 60.205% (1233/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 677ms | Loss: 1.401 | Acc: 60.110% (1308/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 720ms | Loss: 1.396 | Acc: 60.243% (1388/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 762ms | Loss: 1.379 | Acc: 60.609% (1474/2432) 19/391 
 [===>.............................................................]  Step: 42ms | Tot: 804ms | Loss: 1.375 | Acc: 60.664% (1553/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 846ms | Loss: 1.386 | Acc: 60.305% (1621/2688) 21/391 
 [===>.............................................................]  Step: 42ms | Tot: 888ms | Loss: 1.376 | Acc: 60.760% (1711/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 931ms | Loss: 1.368 | Acc: 61.175% (1801/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 973ms | Loss: 1.364 | Acc: 61.230% (1881/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s15ms | Loss: 1.363 | Acc: 61.438% (1966/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s57ms | Loss: 1.366 | Acc: 61.118% (2034/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s100ms | Loss: 1.357 | Acc: 61.227% (2116/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s142ms | Loss: 1.350 | Acc: 61.496% (2204/3584) 28/391 
 [====>............................................................]  Step: 42ms | Tot: 1s185ms | Loss: 1.355 | Acc: 61.395% (2279/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s227ms | Loss: 1.350 | Acc: 61.615% (2366/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s269ms | Loss: 1.352 | Acc: 61.593% (2444/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s311ms | Loss: 1.349 | Acc: 61.694% (2527/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s353ms | Loss: 1.349 | Acc: 61.553% (2600/4224) 33/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s395ms | Loss: 1.353 | Acc: 61.374% (2671/4352) 34/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s437ms | Loss: 1.352 | Acc: 61.429% (2752/4480) 35/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s479ms | Loss: 1.352 | Acc: 61.480% (2833/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s521ms | Loss: 1.353 | Acc: 61.339% (2905/4736) 37/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s563ms | Loss: 1.352 | Acc: 61.266% (2980/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s605ms | Loss: 1.352 | Acc: 61.378% (3064/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s647ms | Loss: 1.353 | Acc: 61.270% (3137/5120) 40/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s689ms | Loss: 1.349 | Acc: 61.357% (3220/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s732ms | Loss: 1.347 | Acc: 61.458% (3304/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s774ms | Loss: 1.347 | Acc: 61.374% (3378/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s816ms | Loss: 1.346 | Acc: 61.417% (3459/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s858ms | Loss: 1.342 | Acc: 61.580% (3547/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s900ms | Loss: 1.348 | Acc: 61.447% (3618/5888) 46/391 
 [=======>.........................................................]  Step: 41ms | Tot: 1s942ms | Loss: 1.352 | Acc: 61.386% (3693/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s984ms | Loss: 1.354 | Acc: 61.361% (3770/6144) 48/391 
 [=======>.........................................................]  Step: 41ms | Tot: 2s26ms | Loss: 1.352 | Acc: 61.336% (3847/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s68ms | Loss: 1.354 | Acc: 61.312% (3924/6400) 50/391 
 [========>........................................................]  Step: 41ms | Tot: 2s110ms | Loss: 1.351 | Acc: 61.290% (4001/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s152ms | Loss: 1.344 | Acc: 61.493% (4093/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s194ms | Loss: 1.345 | Acc: 61.483% (4171/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s237ms | Loss: 1.341 | Acc: 61.589% (4257/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s279ms | Loss: 1.339 | Acc: 61.619% (4338/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s321ms | Loss: 1.336 | Acc: 61.677% (4421/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s363ms | Loss: 1.336 | Acc: 61.650% (4498/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s406ms | Loss: 1.339 | Acc: 61.598% (4573/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s448ms | Loss: 1.338 | Acc: 61.547% (4648/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s491ms | Loss: 1.337 | Acc: 61.628% (4733/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s533ms | Loss: 1.335 | Acc: 61.616% (4811/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s575ms | Loss: 1.336 | Acc: 61.530% (4883/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s617ms | Loss: 1.339 | Acc: 61.446% (4955/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s659ms | Loss: 1.340 | Acc: 61.414% (5031/8192) 64/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s701ms | Loss: 1.338 | Acc: 61.502% (5117/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s743ms | Loss: 1.340 | Acc: 61.482% (5194/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s785ms | Loss: 1.339 | Acc: 61.451% (5270/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s828ms | Loss: 1.338 | Acc: 61.569% (5359/8704) 68/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s870ms | Loss: 1.338 | Acc: 61.492% (5431/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s912ms | Loss: 1.339 | Acc: 61.507% (5511/8960) 70/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s954ms | Loss: 1.342 | Acc: 61.422% (5582/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s996ms | Loss: 1.339 | Acc: 61.491% (5667/9216) 72/391 
 [===========>.....................................................]  Step: 41ms | Tot: 3s38ms | Loss: 1.342 | Acc: 61.398% (5737/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s80ms | Loss: 1.341 | Acc: 61.391% (5815/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s122ms | Loss: 1.343 | Acc: 61.323% (5887/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s165ms | Loss: 1.343 | Acc: 61.380% (5971/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s207ms | Loss: 1.343 | Acc: 61.333% (6045/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s250ms | Loss: 1.345 | Acc: 61.278% (6118/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s292ms | Loss: 1.345 | Acc: 61.284% (6197/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s334ms | Loss: 1.348 | Acc: 61.260% (6273/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s376ms | Loss: 1.349 | Acc: 61.217% (6347/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s418ms | Loss: 1.350 | Acc: 61.157% (6419/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s460ms | Loss: 1.350 | Acc: 61.126% (6494/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s502ms | Loss: 1.352 | Acc: 61.133% (6573/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s545ms | Loss: 1.356 | Acc: 61.039% (6641/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s587ms | Loss: 1.355 | Acc: 61.065% (6722/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s629ms | Loss: 1.354 | Acc: 61.099% (6804/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s672ms | Loss: 1.356 | Acc: 61.017% (6873/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s714ms | Loss: 1.356 | Acc: 61.043% (6954/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s756ms | Loss: 1.357 | Acc: 61.068% (7035/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s798ms | Loss: 1.357 | Acc: 61.015% (7107/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s841ms | Loss: 1.358 | Acc: 60.988% (7182/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s883ms | Loss: 1.358 | Acc: 61.030% (7265/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s926ms | Loss: 1.359 | Acc: 60.996% (7339/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s968ms | Loss: 1.363 | Acc: 60.946% (7411/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s10ms | Loss: 1.364 | Acc: 60.946% (7489/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s52ms | Loss: 1.364 | Acc: 60.938% (7566/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s94ms | Loss: 1.367 | Acc: 60.882% (7637/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s137ms | Loss: 1.367 | Acc: 60.882% (7715/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s179ms | Loss: 1.366 | Acc: 60.922% (7798/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s221ms | Loss: 1.364 | Acc: 60.976% (7883/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s263ms | Loss: 1.363 | Acc: 61.006% (7965/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s305ms | Loss: 1.363 | Acc: 60.983% (8040/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s347ms | Loss: 1.362 | Acc: 60.998% (8120/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s389ms | Loss: 1.363 | Acc: 60.960% (8193/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s431ms | Loss: 1.365 | Acc: 60.923% (8266/13568) 106/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s473ms | Loss: 1.364 | Acc: 60.930% (8345/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s515ms | Loss: 1.364 | Acc: 60.930% (8423/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s557ms | Loss: 1.366 | Acc: 60.894% (8496/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s599ms | Loss: 1.366 | Acc: 60.866% (8570/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s641ms | Loss: 1.365 | Acc: 60.930% (8657/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s683ms | Loss: 1.365 | Acc: 60.924% (8734/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s725ms | Loss: 1.365 | Acc: 60.917% (8811/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s767ms | Loss: 1.367 | Acc: 60.828% (8876/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s810ms | Loss: 1.367 | Acc: 60.870% (8960/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s852ms | Loss: 1.367 | Acc: 60.843% (9034/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s894ms | Loss: 1.368 | Acc: 60.857% (9114/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s936ms | Loss: 1.369 | Acc: 60.851% (9191/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s978ms | Loss: 1.369 | Acc: 60.859% (9270/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s21ms | Loss: 1.369 | Acc: 60.879% (9351/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s63ms | Loss: 1.369 | Acc: 60.866% (9427/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s105ms | Loss: 1.368 | Acc: 60.912% (9512/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s147ms | Loss: 1.370 | Acc: 60.887% (9586/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s189ms | Loss: 1.371 | Acc: 60.893% (9665/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s232ms | Loss: 1.371 | Acc: 60.856% (9737/16000) 125/391 
 [====================>............................................]  Step: 42ms | Tot: 5s274ms | Loss: 1.371 | Acc: 60.844% (9813/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s316ms | Loss: 1.371 | Acc: 60.833% (9889/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s358ms | Loss: 1.371 | Acc: 60.864% (9972/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s401ms | Loss: 1.372 | Acc: 60.889% (10054/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s444ms | Loss: 1.373 | Acc: 60.847% (10125/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s486ms | Loss: 1.373 | Acc: 60.806% (10196/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s528ms | Loss: 1.371 | Acc: 60.843% (10280/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s570ms | Loss: 1.371 | Acc: 60.861% (10361/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s612ms | Loss: 1.371 | Acc: 60.891% (10444/17152) 134/391 
 [======================>..........................................]  Step: 41ms | Tot: 5s654ms | Loss: 1.372 | Acc: 60.856% (10516/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s696ms | Loss: 1.374 | Acc: 60.811% (10586/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s738ms | Loss: 1.375 | Acc: 60.818% (10665/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s781ms | Loss: 1.376 | Acc: 60.802% (10740/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s823ms | Loss: 1.375 | Acc: 60.848% (10826/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s865ms | Loss: 1.375 | Acc: 60.854% (10905/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s907ms | Loss: 1.377 | Acc: 60.832% (10979/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s949ms | Loss: 1.377 | Acc: 60.794% (11050/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s991ms | Loss: 1.378 | Acc: 60.801% (11129/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s33ms | Loss: 1.380 | Acc: 60.748% (11197/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s75ms | Loss: 1.379 | Acc: 60.760% (11277/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s117ms | Loss: 1.379 | Acc: 60.782% (11359/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s159ms | Loss: 1.379 | Acc: 60.767% (11434/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s201ms | Loss: 1.380 | Acc: 60.747% (11508/18944) 148/391 
 [========================>........................................]  Step: 42ms | Tot: 6s243ms | Loss: 1.381 | Acc: 60.738% (11584/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s286ms | Loss: 1.383 | Acc: 60.661% (11647/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s328ms | Loss: 1.382 | Acc: 60.705% (11733/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s370ms | Loss: 1.382 | Acc: 60.701% (11810/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s412ms | Loss: 1.384 | Acc: 60.677% (11883/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s454ms | Loss: 1.385 | Acc: 60.643% (11954/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s496ms | Loss: 1.385 | Acc: 60.635% (12030/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s539ms | Loss: 1.386 | Acc: 60.592% (12099/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s581ms | Loss: 1.386 | Acc: 60.604% (12179/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s623ms | Loss: 1.386 | Acc: 60.581% (12252/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s665ms | Loss: 1.385 | Acc: 60.608% (12335/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s708ms | Loss: 1.385 | Acc: 60.635% (12418/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s750ms | Loss: 1.384 | Acc: 60.675% (12504/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s792ms | Loss: 1.384 | Acc: 60.667% (12580/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s835ms | Loss: 1.385 | Acc: 60.640% (12652/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s877ms | Loss: 1.386 | Acc: 60.599% (12721/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s919ms | Loss: 1.385 | Acc: 60.606% (12800/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s961ms | Loss: 1.386 | Acc: 60.599% (12876/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s3ms | Loss: 1.386 | Acc: 60.577% (12949/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s46ms | Loss: 1.387 | Acc: 60.570% (13025/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s88ms | Loss: 1.387 | Acc: 60.545% (13097/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s130ms | Loss: 1.387 | Acc: 60.570% (13180/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s172ms | Loss: 1.386 | Acc: 60.586% (13261/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s214ms | Loss: 1.386 | Acc: 60.588% (13339/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s256ms | Loss: 1.387 | Acc: 60.567% (13412/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s298ms | Loss: 1.388 | Acc: 60.533% (13482/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s340ms | Loss: 1.387 | Acc: 60.531% (13559/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s382ms | Loss: 1.387 | Acc: 60.556% (13642/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s424ms | Loss: 1.388 | Acc: 60.518% (13711/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s467ms | Loss: 1.389 | Acc: 60.477% (13779/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s509ms | Loss: 1.388 | Acc: 60.523% (13867/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s551ms | Loss: 1.389 | Acc: 60.503% (13940/23040) 180/391 
 [=============================>...................................]  Step: 41ms | Tot: 7s593ms | Loss: 1.390 | Acc: 60.497% (14016/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s635ms | Loss: 1.390 | Acc: 60.495% (14093/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s677ms | Loss: 1.390 | Acc: 60.502% (14172/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s719ms | Loss: 1.392 | Acc: 60.500% (14249/23552) 184/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s761ms | Loss: 1.391 | Acc: 60.515% (14330/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s803ms | Loss: 1.390 | Acc: 60.538% (14413/23808) 186/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s845ms | Loss: 1.390 | Acc: 60.545% (14492/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s887ms | Loss: 1.389 | Acc: 60.543% (14569/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s929ms | Loss: 1.390 | Acc: 60.532% (14644/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s972ms | Loss: 1.391 | Acc: 60.493% (14712/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s14ms | Loss: 1.391 | Acc: 60.504% (14792/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s56ms | Loss: 1.390 | Acc: 60.531% (14876/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s98ms | Loss: 1.391 | Acc: 60.529% (14953/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s140ms | Loss: 1.392 | Acc: 60.515% (15027/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s183ms | Loss: 1.391 | Acc: 60.517% (15105/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s225ms | Loss: 1.392 | Acc: 60.507% (15180/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s268ms | Loss: 1.391 | Acc: 60.517% (15260/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s310ms | Loss: 1.393 | Acc: 60.476% (15327/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s352ms | Loss: 1.392 | Acc: 60.478% (15405/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s394ms | Loss: 1.393 | Acc: 60.449% (15475/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s437ms | Loss: 1.393 | Acc: 60.456% (15554/25728) 201/391 
 [=================================>...............................]  Step: 41ms | Tot: 8s479ms | Loss: 1.394 | Acc: 60.408% (15619/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s521ms | Loss: 1.395 | Acc: 60.387% (15691/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s563ms | Loss: 1.394 | Acc: 60.386% (15768/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s605ms | Loss: 1.395 | Acc: 60.381% (15844/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s647ms | Loss: 1.394 | Acc: 60.376% (15920/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s689ms | Loss: 1.394 | Acc: 60.390% (16001/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s731ms | Loss: 1.394 | Acc: 60.385% (16077/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s773ms | Loss: 1.393 | Acc: 60.399% (16158/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s816ms | Loss: 1.394 | Acc: 60.391% (16233/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s858ms | Loss: 1.393 | Acc: 60.397% (16312/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s901ms | Loss: 1.393 | Acc: 60.429% (16398/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s944ms | Loss: 1.393 | Acc: 60.420% (16473/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s986ms | Loss: 1.393 | Acc: 60.404% (16546/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s28ms | Loss: 1.394 | Acc: 60.396% (16621/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s70ms | Loss: 1.394 | Acc: 60.406% (16701/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s112ms | Loss: 1.394 | Acc: 60.408% (16779/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s154ms | Loss: 1.393 | Acc: 60.421% (16860/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s196ms | Loss: 1.393 | Acc: 60.427% (16939/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s238ms | Loss: 1.394 | Acc: 60.391% (17006/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s281ms | Loss: 1.394 | Acc: 60.397% (17085/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s323ms | Loss: 1.394 | Acc: 60.399% (17163/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s365ms | Loss: 1.394 | Acc: 60.380% (17235/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s407ms | Loss: 1.395 | Acc: 60.366% (17308/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s449ms | Loss: 1.395 | Acc: 60.337% (17377/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s492ms | Loss: 1.395 | Acc: 60.339% (17455/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s534ms | Loss: 1.395 | Acc: 60.335% (17531/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s576ms | Loss: 1.397 | Acc: 60.297% (17597/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s618ms | Loss: 1.397 | Acc: 60.282% (17670/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s660ms | Loss: 1.399 | Acc: 60.251% (17738/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s703ms | Loss: 1.399 | Acc: 60.248% (17814/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s745ms | Loss: 1.400 | Acc: 60.217% (17882/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s788ms | Loss: 1.400 | Acc: 60.217% (17959/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s830ms | Loss: 1.401 | Acc: 60.176% (18024/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s872ms | Loss: 1.401 | Acc: 60.203% (18109/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s914ms | Loss: 1.401 | Acc: 60.189% (18182/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s956ms | Loss: 1.402 | Acc: 60.193% (18260/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s998ms | Loss: 1.402 | Acc: 60.189% (18336/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s40ms | Loss: 1.403 | Acc: 60.169% (18407/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s83ms | Loss: 1.403 | Acc: 60.169% (18484/30720) 240/391 
 [=======================================>.........................]  Step: 41ms | Tot: 10s125ms | Loss: 1.403 | Acc: 60.150% (18555/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s167ms | Loss: 1.403 | Acc: 60.153% (18633/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s209ms | Loss: 1.403 | Acc: 60.153% (18710/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s251ms | Loss: 1.403 | Acc: 60.156% (18788/31232) 244/391 
 [========================================>........................]  Step: 41ms | Tot: 10s293ms | Loss: 1.402 | Acc: 60.159% (18866/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s335ms | Loss: 1.403 | Acc: 60.128% (18933/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s377ms | Loss: 1.404 | Acc: 60.096% (19000/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s419ms | Loss: 1.405 | Acc: 60.090% (19075/31744) 248/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s461ms | Loss: 1.405 | Acc: 60.065% (19144/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s503ms | Loss: 1.404 | Acc: 60.084% (19227/32000) 250/391 
 [=========================================>.......................]  Step: 41ms | Tot: 10s545ms | Loss: 1.404 | Acc: 60.103% (19310/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s587ms | Loss: 1.404 | Acc: 60.100% (19386/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s629ms | Loss: 1.405 | Acc: 60.079% (19456/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s671ms | Loss: 1.406 | Acc: 60.046% (19522/32512) 254/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s713ms | Loss: 1.406 | Acc: 60.040% (19597/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s755ms | Loss: 1.406 | Acc: 60.031% (19671/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s798ms | Loss: 1.406 | Acc: 60.022% (19745/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s840ms | Loss: 1.406 | Acc: 60.020% (19821/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s882ms | Loss: 1.406 | Acc: 60.005% (19893/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s924ms | Loss: 1.406 | Acc: 60.012% (19972/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s967ms | Loss: 1.406 | Acc: 60.019% (20051/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s9ms | Loss: 1.407 | Acc: 59.989% (20118/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s51ms | Loss: 1.407 | Acc: 59.978% (20191/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s94ms | Loss: 1.407 | Acc: 59.991% (20272/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s136ms | Loss: 1.407 | Acc: 59.988% (20348/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s179ms | Loss: 1.406 | Acc: 59.989% (20425/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s221ms | Loss: 1.406 | Acc: 59.995% (20504/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s263ms | Loss: 1.406 | Acc: 60.008% (20585/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s305ms | Loss: 1.406 | Acc: 60.008% (20662/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s347ms | Loss: 1.406 | Acc: 59.994% (20734/34560) 270/391 
 [============================================>....................]  Step: 41ms | Tot: 11s389ms | Loss: 1.407 | Acc: 59.998% (20812/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s431ms | Loss: 1.407 | Acc: 59.995% (20888/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s473ms | Loss: 1.407 | Acc: 60.005% (20968/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s516ms | Loss: 1.407 | Acc: 59.999% (21043/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s558ms | Loss: 1.408 | Acc: 59.972% (21110/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s600ms | Loss: 1.408 | Acc: 59.981% (21190/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s642ms | Loss: 1.407 | Acc: 59.979% (21266/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s684ms | Loss: 1.407 | Acc: 60.002% (21351/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s726ms | Loss: 1.406 | Acc: 60.019% (21434/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s768ms | Loss: 1.406 | Acc: 60.017% (21510/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s810ms | Loss: 1.407 | Acc: 60.012% (21585/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s852ms | Loss: 1.407 | Acc: 60.034% (21670/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s894ms | Loss: 1.406 | Acc: 60.040% (21749/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s937ms | Loss: 1.405 | Acc: 60.054% (21831/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s979ms | Loss: 1.406 | Acc: 60.038% (21902/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s21ms | Loss: 1.406 | Acc: 60.050% (21983/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s63ms | Loss: 1.405 | Acc: 60.066% (22066/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s105ms | Loss: 1.405 | Acc: 60.059% (22140/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s147ms | Loss: 1.405 | Acc: 60.083% (22226/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s189ms | Loss: 1.405 | Acc: 60.062% (22295/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s231ms | Loss: 1.405 | Acc: 60.065% (22373/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s273ms | Loss: 1.406 | Acc: 60.049% (22444/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s316ms | Loss: 1.406 | Acc: 60.026% (22512/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s358ms | Loss: 1.406 | Acc: 60.045% (22596/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s400ms | Loss: 1.405 | Acc: 60.058% (22678/37760) 295/391 
 [=================================================>...............]  Step: 41ms | Tot: 12s442ms | Loss: 1.405 | Acc: 60.072% (22760/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s485ms | Loss: 1.405 | Acc: 60.067% (22835/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s527ms | Loss: 1.406 | Acc: 60.030% (22898/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s569ms | Loss: 1.406 | Acc: 60.007% (22966/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s611ms | Loss: 1.407 | Acc: 60.000% (23040/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s654ms | Loss: 1.407 | Acc: 59.990% (23113/38528) 301/391 
 [==================================================>..............]  Step: 41ms | Tot: 12s695ms | Loss: 1.407 | Acc: 60.006% (23196/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s737ms | Loss: 1.407 | Acc: 60.004% (23272/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s779ms | Loss: 1.407 | Acc: 59.992% (23344/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s822ms | Loss: 1.407 | Acc: 59.990% (23420/39040) 305/391 
 [==================================================>..............]  Step: 41ms | Tot: 12s863ms | Loss: 1.407 | Acc: 59.978% (23492/39168) 306/391 
 [==================================================>..............]  Step: 41ms | Tot: 12s905ms | Loss: 1.408 | Acc: 59.950% (23558/39296) 307/391 
 [===================================================>.............]  Step: 41ms | Tot: 12s947ms | Loss: 1.408 | Acc: 59.943% (23632/39424) 308/391 
 [===================================================>.............]  Step: 41ms | Tot: 12s989ms | Loss: 1.408 | Acc: 59.951% (23712/39552) 309/391 
 [===================================================>.............]  Step: 41ms | Tot: 13s31ms | Loss: 1.408 | Acc: 59.942% (23785/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s73ms | Loss: 1.408 | Acc: 59.958% (23868/39808) 311/391 
 [===================================================>.............]  Step: 41ms | Tot: 13s115ms | Loss: 1.409 | Acc: 59.948% (23941/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s157ms | Loss: 1.408 | Acc: 59.959% (24022/40064) 313/391 
 [====================================================>............]  Step: 41ms | Tot: 13s199ms | Loss: 1.407 | Acc: 59.995% (24113/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s241ms | Loss: 1.407 | Acc: 60.020% (24200/40320) 315/391 
 [====================================================>............]  Step: 41ms | Tot: 13s283ms | Loss: 1.407 | Acc: 60.015% (24275/40448) 316/391 
 [====================================================>............]  Step: 41ms | Tot: 13s325ms | Loss: 1.407 | Acc: 60.033% (24359/40576) 317/391 
 [====================================================>............]  Step: 41ms | Tot: 13s366ms | Loss: 1.406 | Acc: 60.053% (24444/40704) 318/391 
 [====================================================>............]  Step: 41ms | Tot: 13s408ms | Loss: 1.406 | Acc: 60.046% (24518/40832) 319/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s450ms | Loss: 1.407 | Acc: 60.024% (24586/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s492ms | Loss: 1.407 | Acc: 60.020% (24661/41088) 321/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s534ms | Loss: 1.408 | Acc: 59.999% (24729/41216) 322/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s576ms | Loss: 1.408 | Acc: 60.001% (24807/41344) 323/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s618ms | Loss: 1.407 | Acc: 60.007% (24886/41472) 324/391 
 [=====================================================>...........]  Step: 41ms | Tot: 13s660ms | Loss: 1.408 | Acc: 59.988% (24955/41600) 325/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s701ms | Loss: 1.408 | Acc: 59.993% (25034/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s744ms | Loss: 1.408 | Acc: 60.001% (25114/41856) 327/391 
 [======================================================>..........]  Step: 41ms | Tot: 13s785ms | Loss: 1.407 | Acc: 60.011% (25195/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s828ms | Loss: 1.408 | Acc: 60.000% (25267/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s870ms | Loss: 1.408 | Acc: 59.993% (25341/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s912ms | Loss: 1.408 | Acc: 59.998% (25420/42368) 331/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s954ms | Loss: 1.408 | Acc: 60.001% (25498/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s996ms | Loss: 1.408 | Acc: 60.004% (25576/42624) 333/391 
 [=======================================================>.........]  Step: 41ms | Tot: 14s38ms | Loss: 1.409 | Acc: 60.002% (25652/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s80ms | Loss: 1.410 | Acc: 59.967% (25714/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s122ms | Loss: 1.410 | Acc: 59.952% (25784/43008) 336/391 
 [=======================================================>.........]  Step: 41ms | Tot: 14s164ms | Loss: 1.410 | Acc: 59.955% (25862/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s207ms | Loss: 1.409 | Acc: 59.953% (25938/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s249ms | Loss: 1.410 | Acc: 59.965% (26020/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s291ms | Loss: 1.409 | Acc: 59.975% (26101/43520) 340/391 
 [========================================================>........]  Step: 41ms | Tot: 14s333ms | Loss: 1.409 | Acc: 59.987% (26183/43648) 341/391 
 [========================================================>........]  Step: 41ms | Tot: 14s375ms | Loss: 1.409 | Acc: 59.985% (26259/43776) 342/391 
 [========================================================>........]  Step: 41ms | Tot: 14s417ms | Loss: 1.409 | Acc: 59.981% (26334/43904) 343/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s459ms | Loss: 1.409 | Acc: 59.977% (26409/44032) 344/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s501ms | Loss: 1.409 | Acc: 59.973% (26484/44160) 345/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s543ms | Loss: 1.409 | Acc: 59.987% (26567/44288) 346/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s584ms | Loss: 1.409 | Acc: 59.987% (26644/44416) 347/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s626ms | Loss: 1.409 | Acc: 59.988% (26721/44544) 348/391 
 [=========================================================>.......]  Step: 41ms | Tot: 14s668ms | Loss: 1.408 | Acc: 59.997% (26802/44672) 349/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s710ms | Loss: 1.408 | Acc: 59.993% (26877/44800) 350/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s752ms | Loss: 1.409 | Acc: 59.974% (26945/44928) 351/391 
 [==========================================================>......]  Step: 41ms | Tot: 14s794ms | Loss: 1.410 | Acc: 59.972% (27021/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s837ms | Loss: 1.410 | Acc: 59.961% (27093/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s879ms | Loss: 1.411 | Acc: 59.944% (27162/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s921ms | Loss: 1.411 | Acc: 59.938% (27236/45440) 355/391 
 [===========================================================>.....]  Step: 41ms | Tot: 14s963ms | Loss: 1.410 | Acc: 59.954% (27320/45568) 356/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s5ms | Loss: 1.410 | Acc: 59.942% (27391/45696) 357/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s47ms | Loss: 1.411 | Acc: 59.931% (27463/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s89ms | Loss: 1.411 | Acc: 59.923% (27536/45952) 359/391 
 [===========================================================>.....]  Step: 41ms | Tot: 15s131ms | Loss: 1.411 | Acc: 59.913% (27608/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s173ms | Loss: 1.412 | Acc: 59.881% (27670/46208) 361/391 
 [============================================================>....]  Step: 41ms | Tot: 15s215ms | Loss: 1.412 | Acc: 59.871% (27742/46336) 362/391 
 [============================================================>....]  Step: 41ms | Tot: 15s257ms | Loss: 1.412 | Acc: 59.842% (27805/46464) 363/391 
 [============================================================>....]  Step: 41ms | Tot: 15s298ms | Loss: 1.412 | Acc: 59.845% (27883/46592) 364/391 
 [============================================================>....]  Step: 41ms | Tot: 15s340ms | Loss: 1.413 | Acc: 59.837% (27956/46720) 365/391 
 [============================================================>....]  Step: 41ms | Tot: 15s382ms | Loss: 1.414 | Acc: 59.825% (28027/46848) 366/391 
 [============================================================>....]  Step: 41ms | Tot: 15s424ms | Loss: 1.414 | Acc: 59.811% (28097/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s466ms | Loss: 1.415 | Acc: 59.800% (28168/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s508ms | Loss: 1.415 | Acc: 59.779% (28235/47232) 369/391 
 [=============================================================>...]  Step: 41ms | Tot: 15s550ms | Loss: 1.416 | Acc: 59.770% (28307/47360) 370/391 
 [=============================================================>...]  Step: 41ms | Tot: 15s592ms | Loss: 1.416 | Acc: 59.771% (28384/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s634ms | Loss: 1.416 | Acc: 59.772% (28461/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s677ms | Loss: 1.416 | Acc: 59.762% (28533/47744) 373/391 
 [==============================================================>..]  Step: 41ms | Tot: 15s718ms | Loss: 1.416 | Acc: 59.761% (28609/47872) 374/391 
 [==============================================================>..]  Step: 41ms | Tot: 15s760ms | Loss: 1.416 | Acc: 59.769% (28689/48000) 375/391 
 [==============================================================>..]  Step: 41ms | Tot: 15s802ms | Loss: 1.416 | Acc: 59.770% (28766/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s845ms | Loss: 1.416 | Acc: 59.769% (28842/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s887ms | Loss: 1.416 | Acc: 59.770% (28919/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s929ms | Loss: 1.416 | Acc: 59.752% (28987/48512) 379/391 
 [===============================================================>.]  Step: 41ms | Tot: 15s971ms | Loss: 1.415 | Acc: 59.764% (29069/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s13ms | Loss: 1.416 | Acc: 59.750% (29139/48768) 381/391 
 [===============================================================>.]  Step: 41ms | Tot: 16s55ms | Loss: 1.416 | Acc: 59.762% (29221/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s97ms | Loss: 1.416 | Acc: 59.763% (29298/49024) 383/391 
 [===============================================================>.]  Step: 41ms | Tot: 16s139ms | Loss: 1.416 | Acc: 59.774% (29380/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s181ms | Loss: 1.416 | Acc: 59.775% (29457/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s223ms | Loss: 1.415 | Acc: 59.774% (29533/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s268ms | Loss: 1.416 | Acc: 59.775% (29610/49536) 387/391 
 [================================================================>]  Step: 42ms | Tot: 16s310ms | Loss: 1.415 | Acc: 59.786% (29692/49664) 388/391 
 [================================================================>]  Step: 42ms | Tot: 16s353ms | Loss: 1.415 | Acc: 59.789% (29770/49792) 389/391 
 [================================================================>]  Step: 42ms | Tot: 16s395ms | Loss: 1.416 | Acc: 59.778% (29841/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s425ms | Loss: 1.415 | Acc: 59.794% (29897/50000) 391/391 
 [>................................................................]  Step: 125ms | Tot: 0ms | Loss: 1.603 | Acc: 57.000% (57/100)    1/100 
 [>................................................................]  Step: 11ms | Tot: 11ms | Loss: 1.615 | Acc: 58.000% (116/200)   2/100 
 [=>...............................................................]  Step: 11ms | Tot: 22ms | Loss: 1.680 | Acc: 56.667% (170/300)   3/100 
 [=>...............................................................]  Step: 12ms | Tot: 34ms | Loss: 1.649 | Acc: 57.000% (228/400)   4/100 
 [==>..............................................................]  Step: 12ms | Tot: 47ms | Loss: 1.688 | Acc: 55.800% (279/500)   5/100 
 [===>.............................................................]  Step: 12ms | Tot: 59ms | Loss: 1.752 | Acc: 54.500% (327/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 70ms | Loss: 1.717 | Acc: 55.571% (389/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 82ms | Loss: 1.680 | Acc: 55.875% (447/800)   8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 94ms | Loss: 1.719 | Acc: 55.444% (499/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 105ms | Loss: 1.689 | Acc: 55.700% (557/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 117ms | Loss: 1.698 | Acc: 55.455% (610/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 128ms | Loss: 1.722 | Acc: 54.750% (657/1200) 12/100 
 [=======>.........................................................]  Step: 11ms | Tot: 140ms | Loss: 1.686 | Acc: 55.538% (722/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 151ms | Loss: 1.697 | Acc: 55.071% (771/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 163ms | Loss: 1.686 | Acc: 55.067% (826/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 174ms | Loss: 1.690 | Acc: 55.188% (883/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 186ms | Loss: 1.704 | Acc: 54.765% (931/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 197ms | Loss: 1.717 | Acc: 54.389% (979/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 209ms | Loss: 1.711 | Acc: 54.421% (1034/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 220ms | Loss: 1.698 | Acc: 54.400% (1088/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 232ms | Loss: 1.703 | Acc: 54.238% (1139/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 243ms | Loss: 1.698 | Acc: 54.409% (1197/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 255ms | Loss: 1.699 | Acc: 54.478% (1253/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 266ms | Loss: 1.712 | Acc: 54.333% (1304/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 278ms | Loss: 1.706 | Acc: 54.400% (1360/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 289ms | Loss: 1.702 | Acc: 54.308% (1412/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 301ms | Loss: 1.701 | Acc: 54.370% (1468/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 312ms | Loss: 1.704 | Acc: 54.321% (1521/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 324ms | Loss: 1.715 | Acc: 53.897% (1563/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 335ms | Loss: 1.719 | Acc: 53.767% (1613/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 347ms | Loss: 1.724 | Acc: 53.581% (1661/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 358ms | Loss: 1.708 | Acc: 54.062% (1730/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 370ms | Loss: 1.710 | Acc: 53.818% (1776/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 381ms | Loss: 1.712 | Acc: 53.735% (1827/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 393ms | Loss: 1.710 | Acc: 53.771% (1882/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 404ms | Loss: 1.709 | Acc: 53.722% (1934/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 416ms | Loss: 1.712 | Acc: 53.568% (1982/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 427ms | Loss: 1.714 | Acc: 53.658% (2039/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 439ms | Loss: 1.715 | Acc: 53.590% (2090/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 450ms | Loss: 1.711 | Acc: 53.625% (2145/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 462ms | Loss: 1.711 | Acc: 53.610% (2198/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 473ms | Loss: 1.708 | Acc: 53.762% (2258/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 485ms | Loss: 1.709 | Acc: 53.907% (2318/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 496ms | Loss: 1.713 | Acc: 53.727% (2364/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 508ms | Loss: 1.709 | Acc: 53.844% (2423/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 519ms | Loss: 1.707 | Acc: 54.000% (2484/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 531ms | Loss: 1.708 | Acc: 53.936% (2535/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 543ms | Loss: 1.713 | Acc: 53.667% (2576/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 554ms | Loss: 1.721 | Acc: 53.490% (2621/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 566ms | Loss: 1.720 | Acc: 53.540% (2677/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 577ms | Loss: 1.716 | Acc: 53.588% (2733/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 589ms | Loss: 1.716 | Acc: 53.481% (2781/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 600ms | Loss: 1.718 | Acc: 53.283% (2824/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 611ms | Loss: 1.714 | Acc: 53.296% (2878/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 623ms | Loss: 1.719 | Acc: 53.164% (2924/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 635ms | Loss: 1.721 | Acc: 53.125% (2975/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 646ms | Loss: 1.714 | Acc: 53.246% (3035/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 658ms | Loss: 1.716 | Acc: 53.190% (3085/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 669ms | Loss: 1.717 | Acc: 53.153% (3136/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 681ms | Loss: 1.717 | Acc: 53.100% (3186/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 692ms | Loss: 1.716 | Acc: 53.098% (3239/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 703ms | Loss: 1.716 | Acc: 53.097% (3292/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 715ms | Loss: 1.715 | Acc: 53.063% (3343/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 727ms | Loss: 1.714 | Acc: 53.109% (3399/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 738ms | Loss: 1.716 | Acc: 53.108% (3452/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 750ms | Loss: 1.725 | Acc: 53.030% (3500/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 761ms | Loss: 1.721 | Acc: 53.090% (3557/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 773ms | Loss: 1.724 | Acc: 53.059% (3608/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 784ms | Loss: 1.721 | Acc: 53.145% (3667/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 796ms | Loss: 1.724 | Acc: 53.029% (3712/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 807ms | Loss: 1.723 | Acc: 53.155% (3774/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 819ms | Loss: 1.721 | Acc: 53.236% (3833/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 830ms | Loss: 1.717 | Acc: 53.356% (3895/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 842ms | Loss: 1.720 | Acc: 53.270% (3942/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 853ms | Loss: 1.722 | Acc: 53.280% (3996/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 865ms | Loss: 1.725 | Acc: 53.197% (4043/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 876ms | Loss: 1.727 | Acc: 53.117% (4090/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 888ms | Loss: 1.732 | Acc: 53.026% (4136/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 899ms | Loss: 1.733 | Acc: 53.051% (4191/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 911ms | Loss: 1.732 | Acc: 53.112% (4249/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 922ms | Loss: 1.734 | Acc: 53.037% (4296/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 934ms | Loss: 1.734 | Acc: 53.024% (4348/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 945ms | Loss: 1.734 | Acc: 53.072% (4405/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 957ms | Loss: 1.734 | Acc: 53.083% (4459/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 968ms | Loss: 1.732 | Acc: 53.141% (4517/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 980ms | Loss: 1.729 | Acc: 53.174% (4573/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 991ms | Loss: 1.732 | Acc: 53.080% (4618/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 1s3ms | Loss: 1.727 | Acc: 53.193% (4681/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s15ms | Loss: 1.730 | Acc: 53.090% (4725/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s26ms | Loss: 1.728 | Acc: 53.156% (4784/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s38ms | Loss: 1.730 | Acc: 53.088% (4831/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s49ms | Loss: 1.727 | Acc: 53.130% (4888/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s61ms | Loss: 1.726 | Acc: 53.183% (4946/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s72ms | Loss: 1.726 | Acc: 53.191% (5000/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s84ms | Loss: 1.728 | Acc: 53.137% (5048/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s95ms | Loss: 1.726 | Acc: 53.177% (5105/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s107ms | Loss: 1.726 | Acc: 53.113% (5152/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s118ms | Loss: 1.727 | Acc: 53.031% (5197/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s129ms | Loss: 1.728 | Acc: 53.030% (5250/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s140ms | Loss: 1.725 | Acc: 53.090% (5309/10000) 100/100 
Saving..

Epoch: 12
 [>................................................................]  Step: 359ms | Tot: 0ms | Loss: 1.200 | Acc: 66.406% (85/128)    1/391 
 [>................................................................]  Step: 44ms | Tot: 44ms | Loss: 1.331 | Acc: 60.938% (156/256)   2/391 
 [>................................................................]  Step: 41ms | Tot: 85ms | Loss: 1.325 | Acc: 61.458% (236/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 126ms | Loss: 1.290 | Acc: 62.305% (319/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 167ms | Loss: 1.313 | Acc: 61.250% (392/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 207ms | Loss: 1.312 | Acc: 62.370% (479/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 248ms | Loss: 1.311 | Acc: 62.835% (563/896)  7/391 
 [=>...............................................................]  Step: 40ms | Tot: 289ms | Loss: 1.306 | Acc: 63.184% (647/1024) 8/391 
 [=>...............................................................]  Step: 40ms | Tot: 330ms | Loss: 1.316 | Acc: 63.108% (727/1152) 9/391 
 [=>...............................................................]  Step: 40ms | Tot: 371ms | Loss: 1.309 | Acc: 63.125% (808/1280) 10/391 
 [=>...............................................................]  Step: 41ms | Tot: 412ms | Loss: 1.294 | Acc: 63.565% (895/1408) 11/391 
 [=>...............................................................]  Step: 40ms | Tot: 452ms | Loss: 1.300 | Acc: 63.216% (971/1536) 12/391 
 [=>...............................................................]  Step: 40ms | Tot: 493ms | Loss: 1.305 | Acc: 62.861% (1046/1664) 13/391 
 [==>..............................................................]  Step: 40ms | Tot: 534ms | Loss: 1.307 | Acc: 62.835% (1126/1792) 14/391 
 [==>..............................................................]  Step: 40ms | Tot: 575ms | Loss: 1.311 | Acc: 62.812% (1206/1920) 15/391 
 [==>..............................................................]  Step: 40ms | Tot: 616ms | Loss: 1.304 | Acc: 62.842% (1287/2048) 16/391 
 [==>..............................................................]  Step: 40ms | Tot: 656ms | Loss: 1.300 | Acc: 63.006% (1371/2176) 17/391 
 [==>..............................................................]  Step: 40ms | Tot: 697ms | Loss: 1.296 | Acc: 62.934% (1450/2304) 18/391 
 [==>..............................................................]  Step: 40ms | Tot: 738ms | Loss: 1.293 | Acc: 63.117% (1535/2432) 19/391 
 [===>.............................................................]  Step: 40ms | Tot: 779ms | Loss: 1.292 | Acc: 63.125% (1616/2560) 20/391 
 [===>.............................................................]  Step: 40ms | Tot: 819ms | Loss: 1.303 | Acc: 62.946% (1692/2688) 21/391 
 [===>.............................................................]  Step: 40ms | Tot: 860ms | Loss: 1.308 | Acc: 62.784% (1768/2816) 22/391 
 [===>.............................................................]  Step: 40ms | Tot: 901ms | Loss: 1.301 | Acc: 62.772% (1848/2944) 23/391 
 [===>.............................................................]  Step: 40ms | Tot: 942ms | Loss: 1.299 | Acc: 62.858% (1931/3072) 24/391 
 [===>.............................................................]  Step: 40ms | Tot: 983ms | Loss: 1.302 | Acc: 62.531% (2001/3200) 25/391 
 [====>............................................................]  Step: 40ms | Tot: 1s24ms | Loss: 1.295 | Acc: 62.770% (2089/3328) 26/391 
 [====>............................................................]  Step: 40ms | Tot: 1s65ms | Loss: 1.296 | Acc: 62.760% (2169/3456) 27/391 
 [====>............................................................]  Step: 41ms | Tot: 1s106ms | Loss: 1.302 | Acc: 62.667% (2246/3584) 28/391 
 [====>............................................................]  Step: 40ms | Tot: 1s147ms | Loss: 1.301 | Acc: 62.689% (2327/3712) 29/391 
 [====>............................................................]  Step: 40ms | Tot: 1s188ms | Loss: 1.294 | Acc: 62.969% (2418/3840) 30/391 
 [====>............................................................]  Step: 41ms | Tot: 1s229ms | Loss: 1.294 | Acc: 63.105% (2504/3968) 31/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s270ms | Loss: 1.301 | Acc: 62.866% (2575/4096) 32/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s311ms | Loss: 1.306 | Acc: 62.595% (2644/4224) 33/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s353ms | Loss: 1.307 | Acc: 62.569% (2723/4352) 34/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s394ms | Loss: 1.303 | Acc: 62.679% (2808/4480) 35/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s435ms | Loss: 1.303 | Acc: 62.609% (2885/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s478ms | Loss: 1.303 | Acc: 62.479% (2959/4736) 37/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s521ms | Loss: 1.302 | Acc: 62.377% (3034/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s563ms | Loss: 1.304 | Acc: 62.340% (3112/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s605ms | Loss: 1.304 | Acc: 62.227% (3186/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s648ms | Loss: 1.304 | Acc: 62.214% (3265/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s690ms | Loss: 1.301 | Acc: 62.314% (3350/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s732ms | Loss: 1.304 | Acc: 62.300% (3429/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s774ms | Loss: 1.303 | Acc: 62.322% (3510/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s817ms | Loss: 1.302 | Acc: 62.344% (3591/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s859ms | Loss: 1.304 | Acc: 62.228% (3664/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s902ms | Loss: 1.301 | Acc: 62.350% (3751/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s944ms | Loss: 1.299 | Acc: 62.354% (3831/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s986ms | Loss: 1.300 | Acc: 62.357% (3911/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s29ms | Loss: 1.297 | Acc: 62.484% (3999/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s71ms | Loss: 1.299 | Acc: 62.500% (4080/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s113ms | Loss: 1.296 | Acc: 62.575% (4165/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s155ms | Loss: 1.294 | Acc: 62.677% (4252/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s197ms | Loss: 1.292 | Acc: 62.717% (4335/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s239ms | Loss: 1.294 | Acc: 62.585% (4406/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s281ms | Loss: 1.289 | Acc: 62.751% (4498/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s323ms | Loss: 1.291 | Acc: 62.719% (4576/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s365ms | Loss: 1.294 | Acc: 62.648% (4651/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s407ms | Loss: 1.294 | Acc: 62.659% (4732/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s449ms | Loss: 1.293 | Acc: 62.682% (4814/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s492ms | Loss: 1.293 | Acc: 62.654% (4892/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s534ms | Loss: 1.293 | Acc: 62.651% (4972/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s576ms | Loss: 1.290 | Acc: 62.748% (5060/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s618ms | Loss: 1.288 | Acc: 62.866% (5150/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s661ms | Loss: 1.290 | Acc: 62.752% (5221/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s703ms | Loss: 1.290 | Acc: 62.725% (5299/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s745ms | Loss: 1.292 | Acc: 62.605% (5369/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s787ms | Loss: 1.289 | Acc: 62.661% (5454/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s830ms | Loss: 1.286 | Acc: 62.794% (5546/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s872ms | Loss: 1.284 | Acc: 62.824% (5629/8960) 70/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s915ms | Loss: 1.287 | Acc: 62.742% (5702/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s957ms | Loss: 1.288 | Acc: 62.739% (5782/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s999ms | Loss: 1.288 | Acc: 62.757% (5864/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s42ms | Loss: 1.288 | Acc: 62.764% (5945/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s84ms | Loss: 1.289 | Acc: 62.812% (6030/9600) 75/391 
 [============>....................................................]  Step: 41ms | Tot: 3s126ms | Loss: 1.289 | Acc: 62.778% (6107/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s168ms | Loss: 1.288 | Acc: 62.774% (6187/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s210ms | Loss: 1.290 | Acc: 62.720% (6262/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s252ms | Loss: 1.291 | Acc: 62.668% (6337/10112) 79/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s294ms | Loss: 1.295 | Acc: 62.617% (6412/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s336ms | Loss: 1.298 | Acc: 62.539% (6484/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s378ms | Loss: 1.298 | Acc: 62.586% (6569/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s420ms | Loss: 1.296 | Acc: 62.575% (6648/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s462ms | Loss: 1.296 | Acc: 62.612% (6732/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s505ms | Loss: 1.299 | Acc: 62.509% (6801/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s547ms | Loss: 1.301 | Acc: 62.455% (6875/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s590ms | Loss: 1.302 | Acc: 62.419% (6951/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s632ms | Loss: 1.302 | Acc: 62.402% (7029/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s674ms | Loss: 1.299 | Acc: 62.482% (7118/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s716ms | Loss: 1.297 | Acc: 62.587% (7210/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s759ms | Loss: 1.298 | Acc: 62.560% (7287/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s801ms | Loss: 1.300 | Acc: 62.483% (7358/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s843ms | Loss: 1.300 | Acc: 62.466% (7436/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s885ms | Loss: 1.303 | Acc: 62.467% (7516/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s927ms | Loss: 1.305 | Acc: 62.418% (7590/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s970ms | Loss: 1.305 | Acc: 62.451% (7674/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s12ms | Loss: 1.305 | Acc: 62.419% (7750/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s54ms | Loss: 1.305 | Acc: 62.460% (7835/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s97ms | Loss: 1.306 | Acc: 62.461% (7915/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s139ms | Loss: 1.305 | Acc: 62.469% (7996/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s181ms | Loss: 1.303 | Acc: 62.562% (8088/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s223ms | Loss: 1.304 | Acc: 62.477% (8157/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s266ms | Loss: 1.305 | Acc: 62.439% (8232/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s308ms | Loss: 1.304 | Acc: 62.500% (8320/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s351ms | Loss: 1.303 | Acc: 62.530% (8404/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s393ms | Loss: 1.307 | Acc: 62.426% (8470/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s435ms | Loss: 1.308 | Acc: 62.449% (8553/13696) 107/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s477ms | Loss: 1.309 | Acc: 62.406% (8627/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s520ms | Loss: 1.310 | Acc: 62.385% (8704/13952) 109/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s562ms | Loss: 1.311 | Acc: 62.379% (8783/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s604ms | Loss: 1.312 | Acc: 62.338% (8857/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s646ms | Loss: 1.310 | Acc: 62.395% (8945/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s688ms | Loss: 1.310 | Acc: 62.417% (9028/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s730ms | Loss: 1.309 | Acc: 62.431% (9110/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s772ms | Loss: 1.308 | Acc: 62.452% (9193/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s814ms | Loss: 1.308 | Acc: 62.453% (9273/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s856ms | Loss: 1.308 | Acc: 62.467% (9355/14976) 117/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s898ms | Loss: 1.307 | Acc: 62.560% (9449/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s940ms | Loss: 1.308 | Acc: 62.566% (9530/15232) 119/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s982ms | Loss: 1.309 | Acc: 62.539% (9606/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s24ms | Loss: 1.309 | Acc: 62.526% (9684/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s66ms | Loss: 1.308 | Acc: 62.526% (9764/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s109ms | Loss: 1.308 | Acc: 62.506% (9841/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s151ms | Loss: 1.308 | Acc: 62.513% (9922/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s193ms | Loss: 1.309 | Acc: 62.481% (9997/16000) 125/391 
 [====================>............................................]  Step: 41ms | Tot: 5s235ms | Loss: 1.311 | Acc: 62.382% (10061/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s277ms | Loss: 1.310 | Acc: 62.402% (10144/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s319ms | Loss: 1.312 | Acc: 62.384% (10221/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s361ms | Loss: 1.313 | Acc: 62.324% (10291/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s404ms | Loss: 1.311 | Acc: 62.350% (10375/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s446ms | Loss: 1.313 | Acc: 62.279% (10443/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s488ms | Loss: 1.315 | Acc: 62.210% (10511/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s530ms | Loss: 1.315 | Acc: 62.206% (10590/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s573ms | Loss: 1.316 | Acc: 62.214% (10671/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s615ms | Loss: 1.317 | Acc: 62.164% (10742/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s657ms | Loss: 1.317 | Acc: 62.184% (10825/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s699ms | Loss: 1.316 | Acc: 62.226% (10912/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s742ms | Loss: 1.318 | Acc: 62.177% (10983/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s784ms | Loss: 1.319 | Acc: 62.146% (11057/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s827ms | Loss: 1.319 | Acc: 62.121% (11132/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s869ms | Loss: 1.319 | Acc: 62.151% (11217/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s911ms | Loss: 1.318 | Acc: 62.170% (11300/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s953ms | Loss: 1.320 | Acc: 62.139% (11374/18304) 143/391 
 [=======================>.........................................]  Step: 41ms | Tot: 5s995ms | Loss: 1.319 | Acc: 62.147% (11455/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s37ms | Loss: 1.318 | Acc: 62.128% (11531/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s79ms | Loss: 1.319 | Acc: 62.099% (11605/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s122ms | Loss: 1.319 | Acc: 62.085% (11682/18816) 147/391 
 [========================>........................................]  Step: 41ms | Tot: 6s163ms | Loss: 1.320 | Acc: 62.051% (11755/18944) 148/391 
 [========================>........................................]  Step: 42ms | Tot: 6s206ms | Loss: 1.322 | Acc: 61.991% (11823/19072) 149/391 
 [========================>........................................]  Step: 41ms | Tot: 6s248ms | Loss: 1.321 | Acc: 61.984% (11901/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s290ms | Loss: 1.320 | Acc: 62.003% (11984/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s332ms | Loss: 1.321 | Acc: 61.976% (12058/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s374ms | Loss: 1.321 | Acc: 61.964% (12135/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s416ms | Loss: 1.321 | Acc: 61.983% (12218/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s458ms | Loss: 1.321 | Acc: 61.971% (12295/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s500ms | Loss: 1.322 | Acc: 61.949% (12370/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s542ms | Loss: 1.322 | Acc: 61.958% (12451/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s584ms | Loss: 1.322 | Acc: 61.966% (12532/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s626ms | Loss: 1.322 | Acc: 61.964% (12611/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s669ms | Loss: 1.323 | Acc: 61.914% (12680/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s711ms | Loss: 1.323 | Acc: 61.898% (12756/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s753ms | Loss: 1.323 | Acc: 61.883% (12832/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s795ms | Loss: 1.323 | Acc: 61.863% (12907/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s837ms | Loss: 1.324 | Acc: 61.828% (12979/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s880ms | Loss: 1.323 | Acc: 61.884% (13070/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s922ms | Loss: 1.324 | Acc: 61.883% (13149/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s964ms | Loss: 1.325 | Acc: 61.873% (13226/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s7ms | Loss: 1.326 | Acc: 61.844% (13299/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s49ms | Loss: 1.326 | Acc: 61.853% (13380/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s91ms | Loss: 1.326 | Acc: 61.903% (13470/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s134ms | Loss: 1.325 | Acc: 61.920% (13553/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s176ms | Loss: 1.323 | Acc: 61.991% (13648/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s219ms | Loss: 1.323 | Acc: 61.985% (13726/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s261ms | Loss: 1.324 | Acc: 61.957% (13799/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s303ms | Loss: 1.324 | Acc: 61.946% (13876/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s345ms | Loss: 1.326 | Acc: 61.896% (13944/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s387ms | Loss: 1.327 | Acc: 61.869% (14017/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s430ms | Loss: 1.328 | Acc: 61.807% (14082/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s472ms | Loss: 1.329 | Acc: 61.767% (14152/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s514ms | Loss: 1.329 | Acc: 61.788% (14236/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s556ms | Loss: 1.328 | Acc: 61.796% (14317/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s598ms | Loss: 1.329 | Acc: 61.779% (14392/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s640ms | Loss: 1.328 | Acc: 61.779% (14471/23424) 183/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s682ms | Loss: 1.329 | Acc: 61.774% (14549/23552) 184/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s724ms | Loss: 1.330 | Acc: 61.740% (14620/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s766ms | Loss: 1.329 | Acc: 61.731% (14697/23808) 186/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s808ms | Loss: 1.330 | Acc: 61.702% (14769/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s851ms | Loss: 1.332 | Acc: 61.686% (14844/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s893ms | Loss: 1.332 | Acc: 61.665% (14918/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s935ms | Loss: 1.333 | Acc: 61.649% (14993/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s977ms | Loss: 1.333 | Acc: 61.633% (15068/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s19ms | Loss: 1.335 | Acc: 61.601% (15139/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s61ms | Loss: 1.336 | Acc: 61.565% (15209/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s103ms | Loss: 1.336 | Acc: 61.598% (15296/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s146ms | Loss: 1.337 | Acc: 61.587% (15372/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s188ms | Loss: 1.336 | Acc: 61.615% (15458/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s230ms | Loss: 1.336 | Acc: 61.604% (15534/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s272ms | Loss: 1.336 | Acc: 61.592% (15610/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s315ms | Loss: 1.337 | Acc: 61.573% (15684/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s357ms | Loss: 1.338 | Acc: 61.543% (15755/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s399ms | Loss: 1.339 | Acc: 61.548% (15835/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s441ms | Loss: 1.338 | Acc: 61.576% (15921/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s484ms | Loss: 1.338 | Acc: 61.542% (15991/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s526ms | Loss: 1.338 | Acc: 61.550% (16072/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s568ms | Loss: 1.338 | Acc: 61.521% (16143/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s610ms | Loss: 1.337 | Acc: 61.525% (16223/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s653ms | Loss: 1.338 | Acc: 61.522% (16301/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s696ms | Loss: 1.337 | Acc: 61.542% (16385/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s738ms | Loss: 1.337 | Acc: 61.543% (16464/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s780ms | Loss: 1.337 | Acc: 61.562% (16548/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s822ms | Loss: 1.337 | Acc: 61.541% (16621/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s865ms | Loss: 1.338 | Acc: 61.523% (16695/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s907ms | Loss: 1.338 | Acc: 61.543% (16779/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s949ms | Loss: 1.338 | Acc: 61.511% (16849/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s991ms | Loss: 1.338 | Acc: 61.504% (16926/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s33ms | Loss: 1.339 | Acc: 61.469% (16995/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s75ms | Loss: 1.340 | Acc: 61.470% (17074/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s118ms | Loss: 1.339 | Acc: 61.497% (17160/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s160ms | Loss: 1.340 | Acc: 61.455% (17227/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s202ms | Loss: 1.340 | Acc: 61.456% (17306/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s244ms | Loss: 1.341 | Acc: 61.443% (17381/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s287ms | Loss: 1.342 | Acc: 61.430% (17456/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s329ms | Loss: 1.342 | Acc: 61.407% (17528/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s371ms | Loss: 1.342 | Acc: 61.405% (17606/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s413ms | Loss: 1.342 | Acc: 61.399% (17683/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s455ms | Loss: 1.343 | Acc: 61.404% (17763/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s497ms | Loss: 1.343 | Acc: 61.392% (17838/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s539ms | Loss: 1.343 | Acc: 61.410% (17922/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s582ms | Loss: 1.344 | Acc: 61.378% (17991/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s624ms | Loss: 1.345 | Acc: 61.365% (18066/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s666ms | Loss: 1.346 | Acc: 61.353% (18141/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s708ms | Loss: 1.346 | Acc: 61.355% (18220/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s750ms | Loss: 1.347 | Acc: 61.353% (18298/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s793ms | Loss: 1.347 | Acc: 61.325% (18368/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s835ms | Loss: 1.347 | Acc: 61.336% (18450/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s878ms | Loss: 1.348 | Acc: 61.325% (18525/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s920ms | Loss: 1.348 | Acc: 61.320% (18602/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s962ms | Loss: 1.348 | Acc: 61.312% (18678/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s4ms | Loss: 1.349 | Acc: 61.323% (18760/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s47ms | Loss: 1.349 | Acc: 61.315% (18836/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s89ms | Loss: 1.349 | Acc: 61.304% (18911/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s132ms | Loss: 1.350 | Acc: 61.280% (18982/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s174ms | Loss: 1.350 | Acc: 61.278% (19060/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s217ms | Loss: 1.350 | Acc: 61.270% (19136/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s259ms | Loss: 1.350 | Acc: 61.260% (19211/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s301ms | Loss: 1.351 | Acc: 61.249% (19286/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s343ms | Loss: 1.351 | Acc: 61.238% (19361/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s385ms | Loss: 1.351 | Acc: 61.249% (19443/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s427ms | Loss: 1.350 | Acc: 61.276% (19530/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s469ms | Loss: 1.351 | Acc: 61.244% (19598/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s511ms | Loss: 1.352 | Acc: 61.243% (19676/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s554ms | Loss: 1.352 | Acc: 61.235% (19752/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s596ms | Loss: 1.352 | Acc: 61.228% (19828/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s638ms | Loss: 1.352 | Acc: 61.217% (19903/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s680ms | Loss: 1.352 | Acc: 61.225% (19984/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s722ms | Loss: 1.352 | Acc: 61.252% (20071/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s765ms | Loss: 1.353 | Acc: 61.229% (20142/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s807ms | Loss: 1.353 | Acc: 61.252% (20228/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s849ms | Loss: 1.353 | Acc: 61.254% (20307/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s892ms | Loss: 1.353 | Acc: 61.253% (20385/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s934ms | Loss: 1.353 | Acc: 61.255% (20464/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s977ms | Loss: 1.352 | Acc: 61.268% (20547/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s19ms | Loss: 1.353 | Acc: 61.249% (20619/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s61ms | Loss: 1.353 | Acc: 61.257% (20700/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s104ms | Loss: 1.353 | Acc: 61.262% (20780/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s146ms | Loss: 1.353 | Acc: 61.278% (20864/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s189ms | Loss: 1.353 | Acc: 61.277% (20942/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s231ms | Loss: 1.353 | Acc: 61.267% (21017/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s274ms | Loss: 1.353 | Acc: 61.263% (21094/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s316ms | Loss: 1.354 | Acc: 61.227% (21160/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s359ms | Loss: 1.355 | Acc: 61.214% (21234/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s402ms | Loss: 1.356 | Acc: 61.199% (21307/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s444ms | Loss: 1.357 | Acc: 61.166% (21374/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s487ms | Loss: 1.356 | Acc: 61.174% (21455/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s530ms | Loss: 1.356 | Acc: 61.179% (21535/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s572ms | Loss: 1.357 | Acc: 61.170% (21610/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s615ms | Loss: 1.357 | Acc: 61.149% (21681/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s657ms | Loss: 1.358 | Acc: 61.137% (21755/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s700ms | Loss: 1.357 | Acc: 61.139% (21834/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s742ms | Loss: 1.358 | Acc: 61.127% (21908/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s785ms | Loss: 1.357 | Acc: 61.121% (21984/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s827ms | Loss: 1.357 | Acc: 61.123% (22063/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s870ms | Loss: 1.358 | Acc: 61.103% (22134/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s912ms | Loss: 1.358 | Acc: 61.114% (22216/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s954ms | Loss: 1.359 | Acc: 61.096% (22288/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s997ms | Loss: 1.360 | Acc: 61.066% (22355/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s39ms | Loss: 1.360 | Acc: 61.068% (22434/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s81ms | Loss: 1.360 | Acc: 61.041% (22502/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s124ms | Loss: 1.361 | Acc: 61.024% (22574/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s166ms | Loss: 1.361 | Acc: 61.013% (22648/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s209ms | Loss: 1.360 | Acc: 61.048% (22739/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s251ms | Loss: 1.360 | Acc: 61.028% (22810/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s293ms | Loss: 1.361 | Acc: 61.015% (22883/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s336ms | Loss: 1.362 | Acc: 60.983% (22949/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s379ms | Loss: 1.363 | Acc: 60.972% (23023/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s421ms | Loss: 1.363 | Acc: 60.956% (23095/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s463ms | Loss: 1.362 | Acc: 60.972% (23179/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s506ms | Loss: 1.362 | Acc: 60.969% (23256/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s548ms | Loss: 1.362 | Acc: 60.961% (23331/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s590ms | Loss: 1.363 | Acc: 60.945% (23403/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s633ms | Loss: 1.362 | Acc: 60.948% (23482/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s675ms | Loss: 1.362 | Acc: 60.963% (23566/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s717ms | Loss: 1.363 | Acc: 60.953% (23640/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s760ms | Loss: 1.362 | Acc: 60.953% (23718/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s803ms | Loss: 1.362 | Acc: 60.968% (23802/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s845ms | Loss: 1.363 | Acc: 60.958% (23876/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s888ms | Loss: 1.363 | Acc: 60.945% (23949/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s930ms | Loss: 1.363 | Acc: 60.953% (24030/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s973ms | Loss: 1.363 | Acc: 60.960% (24111/39552) 309/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s15ms | Loss: 1.363 | Acc: 60.950% (24185/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s57ms | Loss: 1.363 | Acc: 60.950% (24263/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s99ms | Loss: 1.363 | Acc: 60.948% (24340/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s142ms | Loss: 1.363 | Acc: 60.952% (24420/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s184ms | Loss: 1.363 | Acc: 60.947% (24496/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s226ms | Loss: 1.363 | Acc: 60.945% (24573/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s269ms | Loss: 1.363 | Acc: 60.942% (24650/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s311ms | Loss: 1.363 | Acc: 60.940% (24727/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s354ms | Loss: 1.363 | Acc: 60.947% (24808/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s396ms | Loss: 1.362 | Acc: 60.962% (24892/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s439ms | Loss: 1.363 | Acc: 60.952% (24966/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s481ms | Loss: 1.363 | Acc: 60.964% (25049/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s524ms | Loss: 1.363 | Acc: 60.945% (25119/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s567ms | Loss: 1.363 | Acc: 60.950% (25199/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s609ms | Loss: 1.362 | Acc: 60.964% (25283/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s652ms | Loss: 1.362 | Acc: 60.978% (25367/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s695ms | Loss: 1.362 | Acc: 60.973% (25443/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s737ms | Loss: 1.362 | Acc: 60.985% (25526/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s779ms | Loss: 1.362 | Acc: 60.980% (25602/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s822ms | Loss: 1.361 | Acc: 60.990% (25684/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s864ms | Loss: 1.361 | Acc: 61.006% (25769/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s907ms | Loss: 1.362 | Acc: 60.982% (25837/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s949ms | Loss: 1.362 | Acc: 60.987% (25917/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s991ms | Loss: 1.362 | Acc: 60.998% (26000/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s33ms | Loss: 1.362 | Acc: 60.970% (26066/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s75ms | Loss: 1.363 | Acc: 60.951% (26136/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s118ms | Loss: 1.362 | Acc: 60.968% (26221/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s160ms | Loss: 1.362 | Acc: 60.968% (26299/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s203ms | Loss: 1.361 | Acc: 60.981% (26383/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s245ms | Loss: 1.362 | Acc: 60.991% (26465/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s288ms | Loss: 1.361 | Acc: 60.997% (26546/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s330ms | Loss: 1.362 | Acc: 60.986% (26619/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s372ms | Loss: 1.361 | Acc: 61.013% (26709/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s414ms | Loss: 1.361 | Acc: 61.004% (26783/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s456ms | Loss: 1.361 | Acc: 61.019% (26868/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s498ms | Loss: 1.361 | Acc: 61.010% (26942/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s541ms | Loss: 1.361 | Acc: 61.019% (27024/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s583ms | Loss: 1.360 | Acc: 61.050% (27116/44416) 347/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s625ms | Loss: 1.360 | Acc: 61.054% (27196/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s667ms | Loss: 1.360 | Acc: 61.040% (27268/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s710ms | Loss: 1.361 | Acc: 61.029% (27341/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s752ms | Loss: 1.361 | Acc: 61.033% (27421/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s794ms | Loss: 1.360 | Acc: 61.046% (27505/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s837ms | Loss: 1.362 | Acc: 61.013% (27568/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s879ms | Loss: 1.361 | Acc: 61.013% (27646/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s921ms | Loss: 1.362 | Acc: 61.010% (27723/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s964ms | Loss: 1.362 | Acc: 60.999% (27796/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s6ms | Loss: 1.361 | Acc: 61.005% (27877/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s49ms | Loss: 1.362 | Acc: 61.003% (27954/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s91ms | Loss: 1.361 | Acc: 61.018% (28039/45952) 359/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s134ms | Loss: 1.361 | Acc: 61.018% (28117/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s176ms | Loss: 1.362 | Acc: 61.024% (28198/46208) 361/391 
 [============================================================>....]  Step: 42ms | Tot: 15s218ms | Loss: 1.361 | Acc: 61.035% (28281/46336) 362/391 
 [============================================================>....]  Step: 42ms | Tot: 15s260ms | Loss: 1.362 | Acc: 61.028% (28356/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s302ms | Loss: 1.362 | Acc: 61.021% (28431/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s344ms | Loss: 1.363 | Acc: 61.006% (28502/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s386ms | Loss: 1.364 | Acc: 60.991% (28573/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s429ms | Loss: 1.364 | Acc: 61.001% (28656/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s471ms | Loss: 1.364 | Acc: 60.988% (28728/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s513ms | Loss: 1.365 | Acc: 60.963% (28794/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s556ms | Loss: 1.365 | Acc: 60.959% (28870/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s598ms | Loss: 1.365 | Acc: 60.959% (28948/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s641ms | Loss: 1.366 | Acc: 60.950% (29022/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s683ms | Loss: 1.366 | Acc: 60.956% (29103/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s726ms | Loss: 1.366 | Acc: 60.946% (29176/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s768ms | Loss: 1.366 | Acc: 60.967% (29264/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s810ms | Loss: 1.367 | Acc: 60.935% (29327/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s852ms | Loss: 1.367 | Acc: 60.923% (29399/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s894ms | Loss: 1.367 | Acc: 60.929% (29480/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s937ms | Loss: 1.367 | Acc: 60.940% (29563/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s979ms | Loss: 1.367 | Acc: 60.923% (29633/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s22ms | Loss: 1.368 | Acc: 60.903% (29701/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s64ms | Loss: 1.368 | Acc: 60.901% (29778/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s106ms | Loss: 1.368 | Acc: 60.911% (29861/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s149ms | Loss: 1.368 | Acc: 60.913% (29940/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s191ms | Loss: 1.368 | Acc: 60.909% (30016/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s234ms | Loss: 1.368 | Acc: 60.905% (30092/49408) 386/391 
 [================================================================>]  Step: 45ms | Tot: 16s279ms | Loss: 1.369 | Acc: 60.891% (30163/49536) 387/391 
 [================================================================>]  Step: 42ms | Tot: 16s321ms | Loss: 1.369 | Acc: 60.855% (30223/49664) 388/391 
 [================================================================>]  Step: 42ms | Tot: 16s363ms | Loss: 1.369 | Acc: 60.865% (30306/49792) 389/391 
 [================================================================>]  Step: 42ms | Tot: 16s405ms | Loss: 1.369 | Acc: 60.871% (30387/49920) 390/391 
 [================================================================>]  Step: 31ms | Tot: 16s437ms | Loss: 1.369 | Acc: 60.872% (30436/50000) 391/391 
 [>................................................................]  Step: 135ms | Tot: 0ms | Loss: 1.760 | Acc: 54.000% (54/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 1.656 | Acc: 57.500% (115/200)   2/100 
 [=>...............................................................]  Step: 12ms | Tot: 24ms | Loss: 1.679 | Acc: 56.667% (170/300)   3/100 
 [=>...............................................................]  Step: 11ms | Tot: 36ms | Loss: 1.734 | Acc: 55.750% (223/400)   4/100 
 [==>..............................................................]  Step: 13ms | Tot: 49ms | Loss: 1.769 | Acc: 54.400% (272/500)   5/100 
 [===>.............................................................]  Step: 10ms | Tot: 60ms | Loss: 1.834 | Acc: 53.500% (321/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 71ms | Loss: 1.811 | Acc: 53.571% (375/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 83ms | Loss: 1.775 | Acc: 54.625% (437/800)   8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 95ms | Loss: 1.779 | Acc: 54.222% (488/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 106ms | Loss: 1.770 | Acc: 54.500% (545/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 118ms | Loss: 1.785 | Acc: 53.727% (591/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 129ms | Loss: 1.819 | Acc: 53.083% (637/1200) 12/100 
 [=======>.........................................................]  Step: 11ms | Tot: 141ms | Loss: 1.796 | Acc: 53.462% (695/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 152ms | Loss: 1.780 | Acc: 54.143% (758/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 163ms | Loss: 1.757 | Acc: 54.267% (814/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 175ms | Loss: 1.759 | Acc: 53.938% (863/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 186ms | Loss: 1.751 | Acc: 54.353% (924/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 198ms | Loss: 1.757 | Acc: 53.889% (970/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 210ms | Loss: 1.753 | Acc: 54.211% (1030/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 221ms | Loss: 1.741 | Acc: 54.300% (1086/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 233ms | Loss: 1.739 | Acc: 54.238% (1139/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 244ms | Loss: 1.739 | Acc: 54.045% (1189/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 256ms | Loss: 1.745 | Acc: 53.913% (1240/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 268ms | Loss: 1.756 | Acc: 53.625% (1287/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 279ms | Loss: 1.743 | Acc: 53.880% (1347/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 291ms | Loss: 1.737 | Acc: 53.692% (1396/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 302ms | Loss: 1.745 | Acc: 53.444% (1443/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 314ms | Loss: 1.747 | Acc: 53.464% (1497/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 326ms | Loss: 1.754 | Acc: 53.241% (1544/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 337ms | Loss: 1.758 | Acc: 53.233% (1597/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 349ms | Loss: 1.765 | Acc: 53.032% (1644/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 360ms | Loss: 1.754 | Acc: 53.125% (1700/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 372ms | Loss: 1.759 | Acc: 52.939% (1747/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 383ms | Loss: 1.755 | Acc: 52.882% (1798/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 395ms | Loss: 1.759 | Acc: 52.714% (1845/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 406ms | Loss: 1.763 | Acc: 52.694% (1897/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 418ms | Loss: 1.767 | Acc: 52.514% (1943/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 429ms | Loss: 1.761 | Acc: 52.684% (2002/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 441ms | Loss: 1.758 | Acc: 52.718% (2056/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 452ms | Loss: 1.754 | Acc: 52.725% (2109/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 464ms | Loss: 1.754 | Acc: 52.659% (2159/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 475ms | Loss: 1.753 | Acc: 52.690% (2213/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 486ms | Loss: 1.754 | Acc: 52.698% (2266/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 498ms | Loss: 1.754 | Acc: 52.614% (2315/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 509ms | Loss: 1.753 | Acc: 52.600% (2367/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 520ms | Loss: 1.755 | Acc: 52.478% (2414/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 532ms | Loss: 1.759 | Acc: 52.298% (2458/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 543ms | Loss: 1.762 | Acc: 52.271% (2509/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 555ms | Loss: 1.768 | Acc: 52.041% (2550/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 566ms | Loss: 1.767 | Acc: 52.120% (2606/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 577ms | Loss: 1.767 | Acc: 52.235% (2664/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 588ms | Loss: 1.768 | Acc: 52.058% (2707/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 600ms | Loss: 1.773 | Acc: 51.906% (2751/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 611ms | Loss: 1.769 | Acc: 51.963% (2806/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 623ms | Loss: 1.775 | Acc: 51.855% (2852/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 634ms | Loss: 1.770 | Acc: 51.857% (2904/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 645ms | Loss: 1.762 | Acc: 52.105% (2970/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 656ms | Loss: 1.765 | Acc: 52.052% (3019/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 668ms | Loss: 1.763 | Acc: 52.169% (3078/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 679ms | Loss: 1.766 | Acc: 52.017% (3121/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 691ms | Loss: 1.766 | Acc: 51.984% (3171/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 702ms | Loss: 1.772 | Acc: 51.887% (3217/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 713ms | Loss: 1.770 | Acc: 51.857% (3267/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 724ms | Loss: 1.768 | Acc: 52.000% (3328/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 736ms | Loss: 1.767 | Acc: 52.000% (3380/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 747ms | Loss: 1.774 | Acc: 51.970% (3430/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 759ms | Loss: 1.772 | Acc: 51.940% (3480/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 770ms | Loss: 1.771 | Acc: 51.912% (3530/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 781ms | Loss: 1.770 | Acc: 51.957% (3585/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 793ms | Loss: 1.770 | Acc: 51.914% (3634/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 804ms | Loss: 1.772 | Acc: 51.859% (3682/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 815ms | Loss: 1.773 | Acc: 51.931% (3739/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 827ms | Loss: 1.770 | Acc: 52.082% (3802/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 838ms | Loss: 1.775 | Acc: 51.919% (3842/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 849ms | Loss: 1.776 | Acc: 51.893% (3892/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 861ms | Loss: 1.776 | Acc: 51.908% (3945/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 872ms | Loss: 1.776 | Acc: 51.883% (3995/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 883ms | Loss: 1.782 | Acc: 51.808% (4041/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 895ms | Loss: 1.783 | Acc: 51.734% (4087/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 906ms | Loss: 1.781 | Acc: 51.737% (4139/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 918ms | Loss: 1.782 | Acc: 51.728% (4190/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 929ms | Loss: 1.780 | Acc: 51.744% (4243/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 940ms | Loss: 1.781 | Acc: 51.735% (4294/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 951ms | Loss: 1.782 | Acc: 51.690% (4342/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 963ms | Loss: 1.779 | Acc: 51.800% (4403/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 974ms | Loss: 1.774 | Acc: 51.907% (4464/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 986ms | Loss: 1.774 | Acc: 51.874% (4513/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 997ms | Loss: 1.769 | Acc: 52.034% (4579/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s8ms | Loss: 1.771 | Acc: 51.978% (4626/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s20ms | Loss: 1.770 | Acc: 52.022% (4682/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s31ms | Loss: 1.771 | Acc: 52.022% (4734/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s42ms | Loss: 1.770 | Acc: 52.065% (4790/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s54ms | Loss: 1.769 | Acc: 52.032% (4839/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s65ms | Loss: 1.769 | Acc: 52.106% (4898/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s76ms | Loss: 1.768 | Acc: 52.179% (4957/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s88ms | Loss: 1.767 | Acc: 52.167% (5008/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s99ms | Loss: 1.764 | Acc: 52.216% (5065/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s110ms | Loss: 1.766 | Acc: 52.224% (5118/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s121ms | Loss: 1.766 | Acc: 52.232% (5171/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s133ms | Loss: 1.764 | Acc: 52.280% (5228/10000) 100/100 

Epoch: 13
 [>................................................................]  Step: 210ms | Tot: 0ms | Loss: 1.325 | Acc: 63.281% (81/128)    1/391 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 1.356 | Acc: 61.719% (158/256)   2/391 
 [>................................................................]  Step: 40ms | Tot: 82ms | Loss: 1.368 | Acc: 60.677% (233/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 123ms | Loss: 1.350 | Acc: 61.719% (316/512)  4/391 
 [>................................................................]  Step: 42ms | Tot: 165ms | Loss: 1.346 | Acc: 61.250% (392/640)  5/391 
 [>................................................................]  Step: 42ms | Tot: 208ms | Loss: 1.339 | Acc: 61.328% (471/768)  6/391 
 [>................................................................]  Step: 42ms | Tot: 250ms | Loss: 1.335 | Acc: 61.496% (551/896)  7/391 
 [=>...............................................................]  Step: 42ms | Tot: 293ms | Loss: 1.337 | Acc: 61.133% (626/1024) 8/391 
 [=>...............................................................]  Step: 42ms | Tot: 335ms | Loss: 1.331 | Acc: 61.632% (710/1152) 9/391 
 [=>...............................................................]  Step: 42ms | Tot: 377ms | Loss: 1.310 | Acc: 62.266% (797/1280) 10/391 
 [=>...............................................................]  Step: 42ms | Tot: 420ms | Loss: 1.301 | Acc: 62.358% (878/1408) 11/391 
 [=>...............................................................]  Step: 42ms | Tot: 462ms | Loss: 1.286 | Acc: 62.826% (965/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 505ms | Loss: 1.312 | Acc: 62.260% (1036/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 547ms | Loss: 1.334 | Acc: 61.719% (1106/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 589ms | Loss: 1.329 | Acc: 62.031% (1191/1920) 15/391 
 [==>..............................................................]  Step: 42ms | Tot: 632ms | Loss: 1.327 | Acc: 62.012% (1270/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 674ms | Loss: 1.313 | Acc: 62.132% (1352/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 716ms | Loss: 1.314 | Acc: 62.196% (1433/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 758ms | Loss: 1.309 | Acc: 62.253% (1514/2432) 19/391 
 [===>.............................................................]  Step: 42ms | Tot: 800ms | Loss: 1.304 | Acc: 62.617% (1603/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 842ms | Loss: 1.303 | Acc: 62.574% (1682/2688) 21/391 
 [===>.............................................................]  Step: 42ms | Tot: 885ms | Loss: 1.295 | Acc: 62.678% (1765/2816) 22/391 
 [===>.............................................................]  Step: 41ms | Tot: 927ms | Loss: 1.290 | Acc: 62.704% (1846/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 969ms | Loss: 1.290 | Acc: 62.695% (1926/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s12ms | Loss: 1.289 | Acc: 62.938% (2014/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s54ms | Loss: 1.298 | Acc: 62.710% (2087/3328) 26/391 
 [====>............................................................]  Step: 41ms | Tot: 1s96ms | Loss: 1.300 | Acc: 62.587% (2163/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s138ms | Loss: 1.297 | Acc: 62.723% (2248/3584) 28/391 
 [====>............................................................]  Step: 41ms | Tot: 1s180ms | Loss: 1.293 | Acc: 62.850% (2333/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s222ms | Loss: 1.285 | Acc: 62.969% (2418/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s264ms | Loss: 1.281 | Acc: 62.954% (2498/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s307ms | Loss: 1.274 | Acc: 63.110% (2585/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s349ms | Loss: 1.270 | Acc: 63.281% (2673/4224) 33/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s391ms | Loss: 1.265 | Acc: 63.442% (2761/4352) 34/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s433ms | Loss: 1.260 | Acc: 63.705% (2854/4480) 35/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s475ms | Loss: 1.259 | Acc: 63.759% (2938/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s517ms | Loss: 1.263 | Acc: 63.598% (3012/4736) 37/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s560ms | Loss: 1.262 | Acc: 63.528% (3090/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s602ms | Loss: 1.268 | Acc: 63.401% (3165/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s645ms | Loss: 1.266 | Acc: 63.457% (3249/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s687ms | Loss: 1.266 | Acc: 63.491% (3332/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s729ms | Loss: 1.260 | Acc: 63.542% (3416/5376) 42/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s771ms | Loss: 1.253 | Acc: 63.754% (3509/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s814ms | Loss: 1.259 | Acc: 63.601% (3582/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s856ms | Loss: 1.258 | Acc: 63.715% (3670/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s898ms | Loss: 1.254 | Acc: 63.825% (3758/5888) 46/391 
 [=======>.........................................................]  Step: 41ms | Tot: 1s940ms | Loss: 1.250 | Acc: 63.946% (3847/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s982ms | Loss: 1.251 | Acc: 63.997% (3932/6144) 48/391 
 [=======>.........................................................]  Step: 41ms | Tot: 2s24ms | Loss: 1.252 | Acc: 64.015% (4015/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s66ms | Loss: 1.251 | Acc: 64.000% (4096/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s108ms | Loss: 1.253 | Acc: 63.986% (4177/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s150ms | Loss: 1.256 | Acc: 63.867% (4251/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s192ms | Loss: 1.256 | Acc: 63.768% (4326/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s234ms | Loss: 1.257 | Acc: 63.730% (4405/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s276ms | Loss: 1.259 | Acc: 63.778% (4490/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s319ms | Loss: 1.259 | Acc: 63.797% (4573/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s361ms | Loss: 1.261 | Acc: 63.761% (4652/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s403ms | Loss: 1.261 | Acc: 63.793% (4736/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s446ms | Loss: 1.260 | Acc: 63.731% (4813/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s488ms | Loss: 1.259 | Acc: 63.815% (4901/7680) 60/391 
 [=========>.......................................................]  Step: 41ms | Tot: 2s529ms | Loss: 1.262 | Acc: 63.781% (4980/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s572ms | Loss: 1.264 | Acc: 63.710% (5056/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s614ms | Loss: 1.264 | Acc: 63.777% (5143/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s657ms | Loss: 1.267 | Acc: 63.708% (5219/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s699ms | Loss: 1.270 | Acc: 63.534% (5286/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s741ms | Loss: 1.273 | Acc: 63.411% (5357/8448) 66/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s783ms | Loss: 1.272 | Acc: 63.479% (5444/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s825ms | Loss: 1.271 | Acc: 63.419% (5520/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s867ms | Loss: 1.271 | Acc: 63.428% (5602/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s909ms | Loss: 1.274 | Acc: 63.337% (5675/8960) 70/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s951ms | Loss: 1.276 | Acc: 63.303% (5753/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s993ms | Loss: 1.277 | Acc: 63.281% (5832/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 3s36ms | Loss: 1.277 | Acc: 63.281% (5913/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s78ms | Loss: 1.277 | Acc: 63.250% (5991/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s121ms | Loss: 1.274 | Acc: 63.292% (6076/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s163ms | Loss: 1.275 | Acc: 63.250% (6153/9728) 76/391 
 [============>....................................................]  Step: 41ms | Tot: 3s204ms | Loss: 1.274 | Acc: 63.271% (6236/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s247ms | Loss: 1.273 | Acc: 63.281% (6318/9984) 78/391 
 [============>....................................................]  Step: 41ms | Tot: 3s288ms | Loss: 1.275 | Acc: 63.261% (6397/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s331ms | Loss: 1.274 | Acc: 63.232% (6475/10240) 80/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s373ms | Loss: 1.274 | Acc: 63.272% (6560/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s415ms | Loss: 1.274 | Acc: 63.319% (6646/10496) 82/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s457ms | Loss: 1.275 | Acc: 63.272% (6722/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s499ms | Loss: 1.276 | Acc: 63.244% (6800/10752) 84/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s541ms | Loss: 1.278 | Acc: 63.199% (6876/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s583ms | Loss: 1.277 | Acc: 63.236% (6961/11008) 86/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s625ms | Loss: 1.280 | Acc: 63.165% (7034/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s667ms | Loss: 1.282 | Acc: 63.148% (7113/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s709ms | Loss: 1.281 | Acc: 63.141% (7193/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s751ms | Loss: 1.283 | Acc: 63.108% (7270/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s793ms | Loss: 1.285 | Acc: 63.058% (7345/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s836ms | Loss: 1.285 | Acc: 63.052% (7425/11776) 92/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s878ms | Loss: 1.284 | Acc: 63.046% (7505/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s920ms | Loss: 1.283 | Acc: 63.148% (7598/12032) 94/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s962ms | Loss: 1.285 | Acc: 63.067% (7669/12160) 95/391 
 [===============>.................................................]  Step: 41ms | Tot: 4s4ms | Loss: 1.286 | Acc: 63.037% (7746/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s46ms | Loss: 1.287 | Acc: 63.032% (7826/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s89ms | Loss: 1.287 | Acc: 63.074% (7912/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s131ms | Loss: 1.289 | Acc: 63.013% (7985/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s173ms | Loss: 1.289 | Acc: 62.992% (8063/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s216ms | Loss: 1.288 | Acc: 63.003% (8145/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s258ms | Loss: 1.287 | Acc: 63.006% (8226/13056) 102/391 
 [================>................................................]  Step: 41ms | Tot: 4s300ms | Loss: 1.287 | Acc: 62.963% (8301/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s342ms | Loss: 1.288 | Acc: 62.966% (8382/13312) 104/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s384ms | Loss: 1.289 | Acc: 62.872% (8450/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s426ms | Loss: 1.290 | Acc: 62.839% (8526/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s468ms | Loss: 1.288 | Acc: 62.909% (8616/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s510ms | Loss: 1.287 | Acc: 62.985% (8707/13824) 108/391 
 [=================>...............................................]  Step: 41ms | Tot: 4s552ms | Loss: 1.287 | Acc: 62.959% (8784/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s594ms | Loss: 1.289 | Acc: 62.912% (8858/14080) 110/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s636ms | Loss: 1.290 | Acc: 62.866% (8932/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s678ms | Loss: 1.290 | Acc: 62.849% (9010/14336) 112/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s720ms | Loss: 1.290 | Acc: 62.832% (9088/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s762ms | Loss: 1.290 | Acc: 62.808% (9165/14592) 114/391 
 [==================>..............................................]  Step: 41ms | Tot: 4s804ms | Loss: 1.290 | Acc: 62.812% (9246/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s846ms | Loss: 1.289 | Acc: 62.830% (9329/14848) 116/391 
 [===================>.............................................]  Step: 41ms | Tot: 4s888ms | Loss: 1.288 | Acc: 62.827% (9409/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s930ms | Loss: 1.289 | Acc: 62.758% (9479/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s972ms | Loss: 1.288 | Acc: 62.789% (9564/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s14ms | Loss: 1.289 | Acc: 62.760% (9640/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s57ms | Loss: 1.289 | Acc: 62.720% (9714/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s99ms | Loss: 1.290 | Acc: 62.743% (9798/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s141ms | Loss: 1.289 | Acc: 62.767% (9882/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s183ms | Loss: 1.292 | Acc: 62.733% (9957/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s225ms | Loss: 1.294 | Acc: 62.675% (10028/16000) 125/391 
 [====================>............................................]  Step: 42ms | Tot: 5s268ms | Loss: 1.294 | Acc: 62.667% (10107/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s310ms | Loss: 1.293 | Acc: 62.691% (10191/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s352ms | Loss: 1.294 | Acc: 62.653% (10265/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s394ms | Loss: 1.292 | Acc: 62.712% (10355/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s436ms | Loss: 1.292 | Acc: 62.680% (10430/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s479ms | Loss: 1.294 | Acc: 62.655% (10506/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s521ms | Loss: 1.293 | Acc: 62.672% (10589/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s563ms | Loss: 1.295 | Acc: 62.594% (10656/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s605ms | Loss: 1.295 | Acc: 62.622% (10741/17152) 134/391 
 [======================>..........................................]  Step: 41ms | Tot: 5s647ms | Loss: 1.296 | Acc: 62.569% (10812/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s689ms | Loss: 1.295 | Acc: 62.552% (10889/17408) 136/391 
 [======================>..........................................]  Step: 41ms | Tot: 5s731ms | Loss: 1.294 | Acc: 62.597% (10977/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s773ms | Loss: 1.294 | Acc: 62.619% (11061/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s815ms | Loss: 1.295 | Acc: 62.601% (11138/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s858ms | Loss: 1.296 | Acc: 62.556% (11210/17920) 140/391 
 [=======================>.........................................]  Step: 41ms | Tot: 5s900ms | Loss: 1.297 | Acc: 62.555% (11290/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s942ms | Loss: 1.297 | Acc: 62.544% (11368/18176) 142/391 
 [=======================>.........................................]  Step: 41ms | Tot: 5s984ms | Loss: 1.297 | Acc: 62.511% (11442/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s26ms | Loss: 1.296 | Acc: 62.538% (11527/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s68ms | Loss: 1.297 | Acc: 62.548% (11609/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s110ms | Loss: 1.297 | Acc: 62.559% (11691/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s153ms | Loss: 1.297 | Acc: 62.564% (11772/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s195ms | Loss: 1.297 | Acc: 62.584% (11856/18944) 148/391 
 [========================>........................................]  Step: 41ms | Tot: 6s237ms | Loss: 1.295 | Acc: 62.600% (11939/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s279ms | Loss: 1.294 | Acc: 62.604% (12020/19200) 150/391 
 [========================>........................................]  Step: 41ms | Tot: 6s321ms | Loss: 1.294 | Acc: 62.598% (12099/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s363ms | Loss: 1.294 | Acc: 62.618% (12183/19456) 152/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s405ms | Loss: 1.294 | Acc: 62.628% (12265/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s447ms | Loss: 1.294 | Acc: 62.637% (12347/19712) 154/391 
 [=========================>.......................................]  Step: 41ms | Tot: 6s489ms | Loss: 1.293 | Acc: 62.666% (12433/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s531ms | Loss: 1.292 | Acc: 62.720% (12524/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s573ms | Loss: 1.292 | Acc: 62.724% (12605/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s615ms | Loss: 1.293 | Acc: 62.703% (12681/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s658ms | Loss: 1.295 | Acc: 62.633% (12747/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s700ms | Loss: 1.295 | Acc: 62.671% (12835/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s742ms | Loss: 1.295 | Acc: 62.670% (12915/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s784ms | Loss: 1.294 | Acc: 62.674% (12996/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s826ms | Loss: 1.293 | Acc: 62.716% (13085/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s869ms | Loss: 1.293 | Acc: 62.743% (13171/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s911ms | Loss: 1.295 | Acc: 62.704% (13243/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s954ms | Loss: 1.296 | Acc: 62.684% (13319/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s996ms | Loss: 1.296 | Acc: 62.682% (13399/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s38ms | Loss: 1.298 | Acc: 62.653% (13473/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s80ms | Loss: 1.300 | Acc: 62.583% (13538/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s123ms | Loss: 1.301 | Acc: 62.564% (13614/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s165ms | Loss: 1.301 | Acc: 62.555% (13692/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s207ms | Loss: 1.301 | Acc: 62.527% (13766/22016) 172/391 
 [============================>....................................]  Step: 41ms | Tot: 7s249ms | Loss: 1.301 | Acc: 62.550% (13851/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s291ms | Loss: 1.302 | Acc: 62.567% (13935/22272) 174/391 
 [============================>....................................]  Step: 41ms | Tot: 7s333ms | Loss: 1.303 | Acc: 62.518% (14004/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s375ms | Loss: 1.303 | Acc: 62.540% (14089/22528) 176/391 
 [=============================>...................................]  Step: 41ms | Tot: 7s417ms | Loss: 1.303 | Acc: 62.522% (14165/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s459ms | Loss: 1.302 | Acc: 62.544% (14250/22784) 178/391 
 [=============================>...................................]  Step: 41ms | Tot: 7s501ms | Loss: 1.304 | Acc: 62.500% (14320/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s543ms | Loss: 1.305 | Acc: 62.478% (14395/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s586ms | Loss: 1.307 | Acc: 62.448% (14468/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s628ms | Loss: 1.307 | Acc: 62.479% (14555/23296) 182/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s670ms | Loss: 1.305 | Acc: 62.504% (14641/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s712ms | Loss: 1.306 | Acc: 62.466% (14712/23552) 184/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s754ms | Loss: 1.306 | Acc: 62.487% (14797/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s796ms | Loss: 1.307 | Acc: 62.450% (14868/23808) 186/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s838ms | Loss: 1.307 | Acc: 62.446% (14947/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s880ms | Loss: 1.307 | Acc: 62.446% (15027/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s922ms | Loss: 1.307 | Acc: 62.405% (15097/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s964ms | Loss: 1.308 | Acc: 62.393% (15174/24320) 190/391 
 [===============================>.................................]  Step: 41ms | Tot: 8s6ms | Loss: 1.310 | Acc: 62.349% (15243/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s48ms | Loss: 1.308 | Acc: 62.378% (15330/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s90ms | Loss: 1.309 | Acc: 62.366% (15407/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s133ms | Loss: 1.308 | Acc: 62.387% (15492/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s175ms | Loss: 1.308 | Acc: 62.396% (15574/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s217ms | Loss: 1.309 | Acc: 62.380% (15650/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s260ms | Loss: 1.309 | Acc: 62.369% (15727/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s302ms | Loss: 1.310 | Acc: 62.358% (15804/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s345ms | Loss: 1.310 | Acc: 62.370% (15887/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s387ms | Loss: 1.310 | Acc: 62.336% (15958/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s429ms | Loss: 1.311 | Acc: 62.294% (16027/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s471ms | Loss: 1.312 | Acc: 62.260% (16098/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s514ms | Loss: 1.313 | Acc: 62.231% (16170/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s556ms | Loss: 1.313 | Acc: 62.224% (16248/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s598ms | Loss: 1.313 | Acc: 62.229% (16329/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s640ms | Loss: 1.312 | Acc: 62.250% (16414/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s682ms | Loss: 1.313 | Acc: 62.228% (16488/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s724ms | Loss: 1.314 | Acc: 62.203% (16561/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s767ms | Loss: 1.314 | Acc: 62.197% (16639/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s809ms | Loss: 1.314 | Acc: 62.214% (16723/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s851ms | Loss: 1.313 | Acc: 62.222% (16805/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s893ms | Loss: 1.313 | Acc: 62.209% (16881/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s935ms | Loss: 1.314 | Acc: 62.196% (16957/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s978ms | Loss: 1.315 | Acc: 62.142% (17022/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s21ms | Loss: 1.315 | Acc: 62.126% (17097/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s63ms | Loss: 1.316 | Acc: 62.099% (17169/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s105ms | Loss: 1.316 | Acc: 62.140% (17260/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s147ms | Loss: 1.317 | Acc: 62.117% (17333/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s190ms | Loss: 1.317 | Acc: 62.108% (17410/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s232ms | Loss: 1.317 | Acc: 62.109% (17490/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s274ms | Loss: 1.317 | Acc: 62.125% (17574/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s316ms | Loss: 1.319 | Acc: 62.116% (17651/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s358ms | Loss: 1.319 | Acc: 62.104% (17727/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s401ms | Loss: 1.319 | Acc: 62.095% (17804/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s443ms | Loss: 1.319 | Acc: 62.087% (17881/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s486ms | Loss: 1.319 | Acc: 62.082% (17959/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s528ms | Loss: 1.320 | Acc: 62.046% (18028/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s570ms | Loss: 1.321 | Acc: 62.034% (18104/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s612ms | Loss: 1.320 | Acc: 62.050% (18188/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s655ms | Loss: 1.321 | Acc: 62.011% (18256/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s697ms | Loss: 1.321 | Acc: 61.989% (18329/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s739ms | Loss: 1.322 | Acc: 61.961% (18400/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s782ms | Loss: 1.323 | Acc: 61.943% (18474/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s825ms | Loss: 1.324 | Acc: 61.916% (18545/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s867ms | Loss: 1.324 | Acc: 61.915% (18624/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s909ms | Loss: 1.324 | Acc: 61.934% (18709/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s951ms | Loss: 1.325 | Acc: 61.903% (18779/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s994ms | Loss: 1.325 | Acc: 61.899% (18857/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s36ms | Loss: 1.326 | Acc: 61.872% (18928/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s78ms | Loss: 1.326 | Acc: 61.888% (19012/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s120ms | Loss: 1.326 | Acc: 61.897% (19094/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s162ms | Loss: 1.326 | Acc: 61.912% (19178/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s205ms | Loss: 1.326 | Acc: 61.905% (19255/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s247ms | Loss: 1.325 | Acc: 61.920% (19339/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s289ms | Loss: 1.326 | Acc: 61.897% (19411/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s331ms | Loss: 1.326 | Acc: 61.906% (19493/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s373ms | Loss: 1.326 | Acc: 61.893% (19568/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s415ms | Loss: 1.326 | Acc: 61.889% (19646/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s458ms | Loss: 1.326 | Acc: 61.888% (19725/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s500ms | Loss: 1.327 | Acc: 61.872% (19799/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s542ms | Loss: 1.326 | Acc: 61.902% (19888/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s584ms | Loss: 1.326 | Acc: 61.902% (19967/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s626ms | Loss: 1.326 | Acc: 61.889% (20042/32384) 253/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s668ms | Loss: 1.327 | Acc: 61.888% (20121/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s711ms | Loss: 1.326 | Acc: 61.887% (20200/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s753ms | Loss: 1.326 | Acc: 61.896% (20282/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s795ms | Loss: 1.327 | Acc: 61.874% (20354/32896) 257/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s837ms | Loss: 1.327 | Acc: 61.879% (20435/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s879ms | Loss: 1.327 | Acc: 61.867% (20510/33152) 259/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s922ms | Loss: 1.329 | Acc: 61.839% (20580/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s964ms | Loss: 1.328 | Acc: 61.859% (20666/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s6ms | Loss: 1.328 | Acc: 61.853% (20743/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s49ms | Loss: 1.327 | Acc: 61.873% (20829/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s91ms | Loss: 1.327 | Acc: 61.864% (20905/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s133ms | Loss: 1.327 | Acc: 61.884% (20991/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s176ms | Loss: 1.327 | Acc: 61.898% (21075/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s219ms | Loss: 1.327 | Acc: 61.903% (21156/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s261ms | Loss: 1.327 | Acc: 61.879% (21227/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s304ms | Loss: 1.327 | Acc: 61.873% (21304/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s346ms | Loss: 1.327 | Acc: 61.875% (21384/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s388ms | Loss: 1.327 | Acc: 61.886% (21467/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s431ms | Loss: 1.327 | Acc: 61.888% (21547/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s473ms | Loss: 1.327 | Acc: 61.893% (21628/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s515ms | Loss: 1.327 | Acc: 61.870% (21699/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s557ms | Loss: 1.327 | Acc: 61.864% (21776/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s600ms | Loss: 1.327 | Acc: 61.863% (21855/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s642ms | Loss: 1.327 | Acc: 61.888% (21943/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s684ms | Loss: 1.327 | Acc: 61.876% (22018/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s726ms | Loss: 1.327 | Acc: 61.881% (22099/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s769ms | Loss: 1.326 | Acc: 61.886% (22180/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s811ms | Loss: 1.326 | Acc: 61.883% (22258/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s853ms | Loss: 1.326 | Acc: 61.871% (22333/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s895ms | Loss: 1.326 | Acc: 61.862% (22409/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s937ms | Loss: 1.326 | Acc: 61.881% (22495/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s980ms | Loss: 1.326 | Acc: 61.878% (22573/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s22ms | Loss: 1.325 | Acc: 61.899% (22660/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s64ms | Loss: 1.325 | Acc: 61.879% (22732/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s107ms | Loss: 1.325 | Acc: 61.868% (22807/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s149ms | Loss: 1.326 | Acc: 61.849% (22879/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s191ms | Loss: 1.325 | Acc: 61.886% (22972/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s234ms | Loss: 1.325 | Acc: 61.883% (23050/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s276ms | Loss: 1.325 | Acc: 61.877% (23127/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s318ms | Loss: 1.325 | Acc: 61.860% (23200/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s361ms | Loss: 1.326 | Acc: 61.833% (23269/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s403ms | Loss: 1.326 | Acc: 61.825% (23345/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s446ms | Loss: 1.327 | Acc: 61.806% (23417/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s488ms | Loss: 1.327 | Acc: 61.811% (23498/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s531ms | Loss: 1.327 | Acc: 61.824% (23582/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s573ms | Loss: 1.327 | Acc: 61.823% (23661/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s615ms | Loss: 1.327 | Acc: 61.820% (23739/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s657ms | Loss: 1.326 | Acc: 61.817% (23817/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s699ms | Loss: 1.326 | Acc: 61.840% (23905/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s742ms | Loss: 1.326 | Acc: 61.824% (23978/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s784ms | Loss: 1.326 | Acc: 61.793% (24045/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s826ms | Loss: 1.327 | Acc: 61.801% (24127/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s868ms | Loss: 1.328 | Acc: 61.772% (24195/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s910ms | Loss: 1.327 | Acc: 61.785% (24279/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s952ms | Loss: 1.327 | Acc: 61.795% (24362/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s994ms | Loss: 1.327 | Acc: 61.802% (24444/39552) 309/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s37ms | Loss: 1.327 | Acc: 61.804% (24524/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s79ms | Loss: 1.327 | Acc: 61.787% (24596/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s121ms | Loss: 1.327 | Acc: 61.789% (24676/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s163ms | Loss: 1.329 | Acc: 61.761% (24744/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s205ms | Loss: 1.329 | Acc: 61.754% (24820/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s248ms | Loss: 1.329 | Acc: 61.744% (24895/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s290ms | Loss: 1.329 | Acc: 61.736% (24971/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s332ms | Loss: 1.330 | Acc: 61.726% (25046/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s374ms | Loss: 1.330 | Acc: 61.721% (25123/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s416ms | Loss: 1.330 | Acc: 61.729% (25205/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s459ms | Loss: 1.330 | Acc: 61.726% (25283/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s501ms | Loss: 1.330 | Acc: 61.731% (25364/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s543ms | Loss: 1.330 | Acc: 61.753% (25452/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s585ms | Loss: 1.330 | Acc: 61.757% (25533/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s628ms | Loss: 1.330 | Acc: 61.748% (25608/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s670ms | Loss: 1.330 | Acc: 61.752% (25689/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s712ms | Loss: 1.330 | Acc: 61.728% (25758/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s754ms | Loss: 1.330 | Acc: 61.726% (25836/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s797ms | Loss: 1.329 | Acc: 61.733% (25918/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s839ms | Loss: 1.329 | Acc: 61.723% (25993/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s881ms | Loss: 1.329 | Acc: 61.742% (26080/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s924ms | Loss: 1.329 | Acc: 61.742% (26159/42368) 331/391 
 [=======================================================>.........]  Step: 42ms | Tot: 13s966ms | Loss: 1.329 | Acc: 61.754% (26243/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s9ms | Loss: 1.330 | Acc: 61.761% (26325/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s51ms | Loss: 1.329 | Acc: 61.773% (26409/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s93ms | Loss: 1.329 | Acc: 61.772% (26488/42880) 335/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s135ms | Loss: 1.329 | Acc: 61.775% (26568/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s177ms | Loss: 1.329 | Acc: 61.772% (26646/43136) 337/391 
 [========================================================>........]  Step: 42ms | Tot: 14s219ms | Loss: 1.330 | Acc: 61.742% (26712/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s261ms | Loss: 1.329 | Acc: 61.749% (26794/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s304ms | Loss: 1.330 | Acc: 61.751% (26874/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s346ms | Loss: 1.330 | Acc: 61.737% (26947/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s388ms | Loss: 1.330 | Acc: 61.751% (27032/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s430ms | Loss: 1.330 | Acc: 61.755% (27113/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s473ms | Loss: 1.330 | Acc: 61.762% (27195/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s515ms | Loss: 1.330 | Acc: 61.762% (27274/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s558ms | Loss: 1.329 | Acc: 61.777% (27360/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s600ms | Loss: 1.330 | Acc: 61.762% (27432/44416) 347/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s643ms | Loss: 1.330 | Acc: 61.750% (27506/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s685ms | Loss: 1.330 | Acc: 61.741% (27581/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s727ms | Loss: 1.331 | Acc: 61.734% (27657/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s769ms | Loss: 1.331 | Acc: 61.732% (27735/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s811ms | Loss: 1.331 | Acc: 61.739% (27817/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s853ms | Loss: 1.331 | Acc: 61.741% (27897/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s896ms | Loss: 1.332 | Acc: 61.728% (27970/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s938ms | Loss: 1.332 | Acc: 61.723% (28047/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s980ms | Loss: 1.332 | Acc: 61.725% (28127/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s23ms | Loss: 1.332 | Acc: 61.730% (28208/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s65ms | Loss: 1.332 | Acc: 61.732% (28288/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s108ms | Loss: 1.332 | Acc: 61.734% (28368/45952) 359/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s150ms | Loss: 1.331 | Acc: 61.743% (28451/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s193ms | Loss: 1.331 | Acc: 61.747% (28532/46208) 361/391 
 [============================================================>....]  Step: 42ms | Tot: 15s235ms | Loss: 1.331 | Acc: 61.751% (28613/46336) 362/391 
 [============================================================>....]  Step: 42ms | Tot: 15s278ms | Loss: 1.331 | Acc: 61.747% (28690/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s320ms | Loss: 1.332 | Acc: 61.736% (28764/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s363ms | Loss: 1.332 | Acc: 61.727% (28839/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s405ms | Loss: 1.332 | Acc: 61.725% (28917/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s447ms | Loss: 1.332 | Acc: 61.719% (28993/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s490ms | Loss: 1.332 | Acc: 61.712% (29069/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s532ms | Loss: 1.332 | Acc: 61.725% (29154/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s574ms | Loss: 1.332 | Acc: 61.729% (29235/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s616ms | Loss: 1.332 | Acc: 61.736% (29317/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s658ms | Loss: 1.332 | Acc: 61.750% (29403/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s701ms | Loss: 1.333 | Acc: 61.729% (29472/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s743ms | Loss: 1.333 | Acc: 61.733% (29553/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s786ms | Loss: 1.333 | Acc: 61.729% (29630/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s828ms | Loss: 1.332 | Acc: 61.744% (29716/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s870ms | Loss: 1.333 | Acc: 61.723% (29785/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s912ms | Loss: 1.333 | Acc: 61.725% (29865/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s954ms | Loss: 1.333 | Acc: 61.704% (29934/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s997ms | Loss: 1.333 | Acc: 61.706% (30014/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s39ms | Loss: 1.334 | Acc: 61.690% (30085/48768) 381/391 
 [===============================================================>.]  Step: 41ms | Tot: 16s80ms | Loss: 1.335 | Acc: 61.674% (30156/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s122ms | Loss: 1.334 | Acc: 61.682% (30239/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s165ms | Loss: 1.334 | Acc: 61.688% (30321/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s207ms | Loss: 1.334 | Acc: 61.696% (30404/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s250ms | Loss: 1.334 | Acc: 61.699% (30484/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s295ms | Loss: 1.334 | Acc: 61.717% (30572/49536) 387/391 
 [================================================================>]  Step: 42ms | Tot: 16s337ms | Loss: 1.334 | Acc: 61.707% (30646/49664) 388/391 
 [================================================================>]  Step: 41ms | Tot: 16s379ms | Loss: 1.334 | Acc: 61.705% (30724/49792) 389/391 
 [================================================================>]  Step: 41ms | Tot: 16s421ms | Loss: 1.335 | Acc: 61.689% (30795/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s451ms | Loss: 1.334 | Acc: 61.704% (30852/50000) 391/391 
 [>................................................................]  Step: 144ms | Tot: 0ms | Loss: 1.733 | Acc: 58.000% (58/100)    1/100 
 [>................................................................]  Step: 11ms | Tot: 11ms | Loss: 1.738 | Acc: 59.000% (118/200)   2/100 
 [=>...............................................................]  Step: 11ms | Tot: 22ms | Loss: 1.727 | Acc: 55.667% (167/300)   3/100 
 [=>...............................................................]  Step: 11ms | Tot: 34ms | Loss: 1.745 | Acc: 54.500% (218/400)   4/100 
 [==>..............................................................]  Step: 11ms | Tot: 46ms | Loss: 1.832 | Acc: 52.600% (263/500)   5/100 
 [===>.............................................................]  Step: 11ms | Tot: 58ms | Loss: 1.870 | Acc: 51.500% (309/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 69ms | Loss: 1.834 | Acc: 52.857% (370/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 81ms | Loss: 1.804 | Acc: 53.000% (424/800)   8/100 
 [=====>...........................................................]  Step: 11ms | Tot: 92ms | Loss: 1.814 | Acc: 52.667% (474/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 104ms | Loss: 1.815 | Acc: 52.800% (528/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 115ms | Loss: 1.841 | Acc: 52.273% (575/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 127ms | Loss: 1.855 | Acc: 52.250% (627/1200) 12/100 
 [=======>.........................................................]  Step: 11ms | Tot: 138ms | Loss: 1.828 | Acc: 52.538% (683/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 150ms | Loss: 1.802 | Acc: 53.000% (742/1400) 14/100 
 [=========>.......................................................]  Step: 11ms | Tot: 161ms | Loss: 1.796 | Acc: 53.000% (795/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 173ms | Loss: 1.803 | Acc: 52.812% (845/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 184ms | Loss: 1.800 | Acc: 52.824% (898/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 196ms | Loss: 1.801 | Acc: 52.556% (946/1800) 18/100 
 [===========>.....................................................]  Step: 11ms | Tot: 207ms | Loss: 1.783 | Acc: 53.000% (1007/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 219ms | Loss: 1.777 | Acc: 53.300% (1066/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 231ms | Loss: 1.775 | Acc: 53.286% (1119/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 242ms | Loss: 1.774 | Acc: 53.227% (1171/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 254ms | Loss: 1.760 | Acc: 53.609% (1233/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 265ms | Loss: 1.779 | Acc: 53.292% (1279/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 277ms | Loss: 1.773 | Acc: 53.480% (1337/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 288ms | Loss: 1.776 | Acc: 53.269% (1385/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 300ms | Loss: 1.773 | Acc: 53.407% (1442/2700) 27/100 
 [=================>...............................................]  Step: 11ms | Tot: 311ms | Loss: 1.767 | Acc: 53.714% (1504/2800) 28/100 
 [==================>..............................................]  Step: 11ms | Tot: 323ms | Loss: 1.771 | Acc: 53.759% (1559/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 334ms | Loss: 1.775 | Acc: 53.667% (1610/3000) 30/100 
 [===================>.............................................]  Step: 11ms | Tot: 346ms | Loss: 1.782 | Acc: 53.548% (1660/3100) 31/100 
 [====================>............................................]  Step: 11ms | Tot: 358ms | Loss: 1.776 | Acc: 53.750% (1720/3200) 32/100 
 [====================>............................................]  Step: 11ms | Tot: 369ms | Loss: 1.783 | Acc: 53.636% (1770/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 381ms | Loss: 1.786 | Acc: 53.412% (1816/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 392ms | Loss: 1.783 | Acc: 53.457% (1871/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 404ms | Loss: 1.780 | Acc: 53.444% (1924/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 416ms | Loss: 1.786 | Acc: 53.378% (1975/3700) 37/100 
 [========================>........................................]  Step: 11ms | Tot: 427ms | Loss: 1.780 | Acc: 53.395% (2029/3800) 38/100 
 [========================>........................................]  Step: 11ms | Tot: 438ms | Loss: 1.779 | Acc: 53.308% (2079/3900) 39/100 
 [=========================>.......................................]  Step: 11ms | Tot: 450ms | Loss: 1.769 | Acc: 53.475% (2139/4000) 40/100 
 [==========================>......................................]  Step: 11ms | Tot: 461ms | Loss: 1.768 | Acc: 53.488% (2193/4100) 41/100 
 [==========================>......................................]  Step: 11ms | Tot: 473ms | Loss: 1.770 | Acc: 53.548% (2249/4200) 42/100 
 [===========================>.....................................]  Step: 11ms | Tot: 484ms | Loss: 1.767 | Acc: 53.581% (2304/4300) 43/100 
 [===========================>.....................................]  Step: 11ms | Tot: 496ms | Loss: 1.769 | Acc: 53.545% (2356/4400) 44/100 
 [============================>....................................]  Step: 11ms | Tot: 507ms | Loss: 1.776 | Acc: 53.556% (2410/4500) 45/100 
 [=============================>...................................]  Step: 11ms | Tot: 519ms | Loss: 1.774 | Acc: 53.543% (2463/4600) 46/100 
 [=============================>...................................]  Step: 11ms | Tot: 530ms | Loss: 1.778 | Acc: 53.447% (2512/4700) 47/100 
 [==============================>..................................]  Step: 11ms | Tot: 542ms | Loss: 1.780 | Acc: 53.354% (2561/4800) 48/100 
 [===============================>.................................]  Step: 11ms | Tot: 553ms | Loss: 1.786 | Acc: 53.286% (2611/4900) 49/100 
 [===============================>.................................]  Step: 11ms | Tot: 565ms | Loss: 1.784 | Acc: 53.400% (2670/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 576ms | Loss: 1.785 | Acc: 53.314% (2719/5100) 51/100 
 [=================================>...............................]  Step: 11ms | Tot: 588ms | Loss: 1.783 | Acc: 53.269% (2770/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 599ms | Loss: 1.778 | Acc: 53.302% (2825/5300) 53/100 
 [==================================>..............................]  Step: 11ms | Tot: 610ms | Loss: 1.775 | Acc: 53.352% (2881/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 622ms | Loss: 1.777 | Acc: 53.273% (2930/5500) 55/100 
 [===================================>.............................]  Step: 11ms | Tot: 633ms | Loss: 1.773 | Acc: 53.268% (2983/5600) 56/100 
 [====================================>............................]  Step: 11ms | Tot: 645ms | Loss: 1.770 | Acc: 53.368% (3042/5700) 57/100 
 [=====================================>...........................]  Step: 11ms | Tot: 656ms | Loss: 1.771 | Acc: 53.328% (3093/5800) 58/100 
 [=====================================>...........................]  Step: 11ms | Tot: 668ms | Loss: 1.772 | Acc: 53.305% (3145/5900) 59/100 
 [======================================>..........................]  Step: 11ms | Tot: 679ms | Loss: 1.773 | Acc: 53.250% (3195/6000) 60/100 
 [=======================================>.........................]  Step: 11ms | Tot: 691ms | Loss: 1.773 | Acc: 53.262% (3249/6100) 61/100 
 [=======================================>.........................]  Step: 11ms | Tot: 702ms | Loss: 1.773 | Acc: 53.290% (3304/6200) 62/100 
 [========================================>........................]  Step: 11ms | Tot: 714ms | Loss: 1.772 | Acc: 53.270% (3356/6300) 63/100 
 [========================================>........................]  Step: 11ms | Tot: 725ms | Loss: 1.771 | Acc: 53.250% (3408/6400) 64/100 
 [=========================================>.......................]  Step: 11ms | Tot: 737ms | Loss: 1.773 | Acc: 53.231% (3460/6500) 65/100 
 [==========================================>......................]  Step: 11ms | Tot: 748ms | Loss: 1.783 | Acc: 53.061% (3502/6600) 66/100 
 [==========================================>......................]  Step: 11ms | Tot: 760ms | Loss: 1.782 | Acc: 53.134% (3560/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 771ms | Loss: 1.782 | Acc: 53.088% (3610/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 783ms | Loss: 1.777 | Acc: 53.174% (3669/6900) 69/100 
 [============================================>....................]  Step: 11ms | Tot: 794ms | Loss: 1.777 | Acc: 53.157% (3721/7000) 70/100 
 [=============================================>...................]  Step: 11ms | Tot: 806ms | Loss: 1.773 | Acc: 53.211% (3778/7100) 71/100 
 [==============================================>..................]  Step: 11ms | Tot: 817ms | Loss: 1.773 | Acc: 53.264% (3835/7200) 72/100 
 [==============================================>..................]  Step: 11ms | Tot: 829ms | Loss: 1.773 | Acc: 53.288% (3890/7300) 73/100 
 [===============================================>.................]  Step: 11ms | Tot: 840ms | Loss: 1.773 | Acc: 53.270% (3942/7400) 74/100 
 [================================================>................]  Step: 11ms | Tot: 852ms | Loss: 1.772 | Acc: 53.293% (3997/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 863ms | Loss: 1.775 | Acc: 53.263% (4048/7600) 76/100 
 [=================================================>...............]  Step: 11ms | Tot: 875ms | Loss: 1.777 | Acc: 53.195% (4096/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 886ms | Loss: 1.785 | Acc: 53.128% (4144/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 898ms | Loss: 1.787 | Acc: 53.076% (4193/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 909ms | Loss: 1.784 | Acc: 53.125% (4250/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 921ms | Loss: 1.785 | Acc: 53.111% (4302/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 932ms | Loss: 1.785 | Acc: 53.110% (4355/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 944ms | Loss: 1.783 | Acc: 53.145% (4411/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 955ms | Loss: 1.785 | Acc: 53.167% (4466/8400) 84/100 
 [======================================================>..........]  Step: 11ms | Tot: 966ms | Loss: 1.782 | Acc: 53.212% (4523/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 978ms | Loss: 1.776 | Acc: 53.291% (4583/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 989ms | Loss: 1.780 | Acc: 53.276% (4635/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 1s1ms | Loss: 1.774 | Acc: 53.420% (4701/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s12ms | Loss: 1.776 | Acc: 53.371% (4750/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 1s24ms | Loss: 1.775 | Acc: 53.389% (4805/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 1s35ms | Loss: 1.778 | Acc: 53.308% (4851/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s47ms | Loss: 1.779 | Acc: 53.272% (4901/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 1s58ms | Loss: 1.780 | Acc: 53.237% (4951/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s70ms | Loss: 1.778 | Acc: 53.277% (5008/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s82ms | Loss: 1.779 | Acc: 53.221% (5056/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 1s93ms | Loss: 1.778 | Acc: 53.250% (5112/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 1s104ms | Loss: 1.775 | Acc: 53.309% (5171/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s116ms | Loss: 1.776 | Acc: 53.347% (5228/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s127ms | Loss: 1.776 | Acc: 53.343% (5281/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 1s138ms | Loss: 1.775 | Acc: 53.360% (5336/10000) 100/100 
Saving..

Epoch: 14
 [>................................................................]  Step: 359ms | Tot: 0ms | Loss: 1.222 | Acc: 64.844% (83/128)    1/391 
 [>................................................................]  Step: 43ms | Tot: 43ms | Loss: 1.178 | Acc: 65.625% (168/256)   2/391 
 [>................................................................]  Step: 42ms | Tot: 86ms | Loss: 1.189 | Acc: 63.542% (244/384)   3/391 
 [>................................................................]  Step: 40ms | Tot: 126ms | Loss: 1.166 | Acc: 64.648% (331/512)  4/391 
 [>................................................................]  Step: 40ms | Tot: 167ms | Loss: 1.207 | Acc: 63.750% (408/640)  5/391 
 [>................................................................]  Step: 40ms | Tot: 208ms | Loss: 1.219 | Acc: 63.672% (489/768)  6/391 
 [>................................................................]  Step: 40ms | Tot: 249ms | Loss: 1.195 | Acc: 64.062% (574/896)  7/391 
 [=>...............................................................]  Step: 41ms | Tot: 290ms | Loss: 1.203 | Acc: 64.258% (658/1024) 8/391 
 [=>...............................................................]  Step: 41ms | Tot: 332ms | Loss: 1.220 | Acc: 63.802% (735/1152) 9/391 
 [=>...............................................................]  Step: 41ms | Tot: 374ms | Loss: 1.224 | Acc: 63.984% (819/1280) 10/391 
 [=>...............................................................]  Step: 41ms | Tot: 415ms | Loss: 1.223 | Acc: 64.062% (902/1408) 11/391 
 [=>...............................................................]  Step: 41ms | Tot: 457ms | Loss: 1.226 | Acc: 64.062% (984/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 500ms | Loss: 1.228 | Acc: 64.123% (1067/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 542ms | Loss: 1.227 | Acc: 63.895% (1145/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 585ms | Loss: 1.234 | Acc: 63.438% (1218/1920) 15/391 
 [==>..............................................................]  Step: 42ms | Tot: 628ms | Loss: 1.231 | Acc: 63.672% (1304/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 670ms | Loss: 1.224 | Acc: 64.017% (1393/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 713ms | Loss: 1.219 | Acc: 64.410% (1484/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 755ms | Loss: 1.218 | Acc: 64.268% (1563/2432) 19/391 
 [===>.............................................................]  Step: 42ms | Tot: 798ms | Loss: 1.226 | Acc: 64.297% (1646/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 840ms | Loss: 1.228 | Acc: 64.062% (1722/2688) 21/391 
 [===>.............................................................]  Step: 42ms | Tot: 882ms | Loss: 1.238 | Acc: 63.814% (1797/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 924ms | Loss: 1.242 | Acc: 63.791% (1878/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 967ms | Loss: 1.243 | Acc: 63.770% (1959/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s9ms | Loss: 1.239 | Acc: 63.781% (2041/3200) 25/391 
 [====>............................................................]  Step: 42ms | Tot: 1s51ms | Loss: 1.240 | Acc: 63.852% (2125/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s94ms | Loss: 1.242 | Acc: 63.571% (2197/3456) 27/391 
 [====>............................................................]  Step: 42ms | Tot: 1s136ms | Loss: 1.251 | Acc: 63.393% (2272/3584) 28/391 
 [====>............................................................]  Step: 42ms | Tot: 1s178ms | Loss: 1.250 | Acc: 63.497% (2357/3712) 29/391 
 [====>............................................................]  Step: 42ms | Tot: 1s220ms | Loss: 1.247 | Acc: 63.646% (2444/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s263ms | Loss: 1.240 | Acc: 63.785% (2531/3968) 31/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s305ms | Loss: 1.241 | Acc: 63.721% (2610/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s348ms | Loss: 1.241 | Acc: 63.778% (2694/4224) 33/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s390ms | Loss: 1.245 | Acc: 63.626% (2769/4352) 34/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s433ms | Loss: 1.247 | Acc: 63.482% (2844/4480) 35/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s475ms | Loss: 1.245 | Acc: 63.650% (2933/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s517ms | Loss: 1.244 | Acc: 63.619% (3013/4736) 37/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s560ms | Loss: 1.253 | Acc: 63.466% (3087/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s602ms | Loss: 1.251 | Acc: 63.401% (3165/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s644ms | Loss: 1.250 | Acc: 63.477% (3250/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s686ms | Loss: 1.252 | Acc: 63.396% (3327/5248) 41/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s729ms | Loss: 1.249 | Acc: 63.523% (3415/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s772ms | Loss: 1.249 | Acc: 63.517% (3496/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s814ms | Loss: 1.246 | Acc: 63.672% (3586/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s856ms | Loss: 1.248 | Acc: 63.559% (3661/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s898ms | Loss: 1.245 | Acc: 63.621% (3746/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s941ms | Loss: 1.242 | Acc: 63.647% (3829/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s984ms | Loss: 1.242 | Acc: 63.688% (3913/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 2s26ms | Loss: 1.243 | Acc: 63.632% (3991/6272) 49/391 
 [========>........................................................]  Step: 42ms | Tot: 2s68ms | Loss: 1.244 | Acc: 63.734% (4079/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s110ms | Loss: 1.240 | Acc: 63.741% (4161/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s153ms | Loss: 1.244 | Acc: 63.687% (4239/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s195ms | Loss: 1.242 | Acc: 63.768% (4326/6784) 53/391 
 [========>........................................................]  Step: 42ms | Tot: 2s237ms | Loss: 1.245 | Acc: 63.701% (4403/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s279ms | Loss: 1.242 | Acc: 63.722% (4486/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s321ms | Loss: 1.240 | Acc: 63.853% (4577/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s364ms | Loss: 1.238 | Acc: 63.884% (4661/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s406ms | Loss: 1.239 | Acc: 63.834% (4739/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s448ms | Loss: 1.240 | Acc: 63.811% (4819/7552) 59/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s490ms | Loss: 1.243 | Acc: 63.711% (4893/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s533ms | Loss: 1.241 | Acc: 63.755% (4978/7808) 61/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s575ms | Loss: 1.241 | Acc: 63.760% (5060/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s617ms | Loss: 1.240 | Acc: 63.827% (5147/8064) 63/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s659ms | Loss: 1.238 | Acc: 63.831% (5229/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s701ms | Loss: 1.241 | Acc: 63.762% (5305/8320) 65/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s744ms | Loss: 1.244 | Acc: 63.743% (5385/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s787ms | Loss: 1.242 | Acc: 63.806% (5472/8576) 67/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s829ms | Loss: 1.245 | Acc: 63.741% (5548/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s871ms | Loss: 1.242 | Acc: 63.836% (5638/8832) 69/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s914ms | Loss: 1.245 | Acc: 63.761% (5713/8960) 70/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s956ms | Loss: 1.247 | Acc: 63.732% (5792/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s998ms | Loss: 1.248 | Acc: 63.780% (5878/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 3s40ms | Loss: 1.247 | Acc: 63.848% (5966/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s83ms | Loss: 1.247 | Acc: 63.851% (6048/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s125ms | Loss: 1.245 | Acc: 63.844% (6129/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s168ms | Loss: 1.247 | Acc: 63.764% (6203/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s210ms | Loss: 1.248 | Acc: 63.748% (6283/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s253ms | Loss: 1.250 | Acc: 63.692% (6359/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s295ms | Loss: 1.251 | Acc: 63.667% (6438/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s337ms | Loss: 1.250 | Acc: 63.701% (6523/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s379ms | Loss: 1.249 | Acc: 63.696% (6604/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s421ms | Loss: 1.249 | Acc: 63.720% (6688/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s463ms | Loss: 1.248 | Acc: 63.733% (6771/10624) 83/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s505ms | Loss: 1.248 | Acc: 63.709% (6850/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s548ms | Loss: 1.248 | Acc: 63.713% (6932/10880) 85/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s590ms | Loss: 1.249 | Acc: 63.690% (7011/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s632ms | Loss: 1.248 | Acc: 63.757% (7100/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s674ms | Loss: 1.248 | Acc: 63.707% (7176/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s716ms | Loss: 1.248 | Acc: 63.738% (7261/11392) 89/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s758ms | Loss: 1.246 | Acc: 63.793% (7349/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s801ms | Loss: 1.245 | Acc: 63.831% (7435/11648) 91/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s843ms | Loss: 1.244 | Acc: 63.859% (7520/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s885ms | Loss: 1.246 | Acc: 63.810% (7596/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s928ms | Loss: 1.247 | Acc: 63.755% (7671/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s970ms | Loss: 1.249 | Acc: 63.742% (7751/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s12ms | Loss: 1.251 | Acc: 63.680% (7825/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s54ms | Loss: 1.253 | Acc: 63.660% (7904/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s96ms | Loss: 1.251 | Acc: 63.672% (7987/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s138ms | Loss: 1.252 | Acc: 63.676% (8069/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s181ms | Loss: 1.251 | Acc: 63.680% (8151/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s224ms | Loss: 1.253 | Acc: 63.614% (8224/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s266ms | Loss: 1.254 | Acc: 63.611% (8305/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s308ms | Loss: 1.254 | Acc: 63.623% (8388/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s350ms | Loss: 1.255 | Acc: 63.612% (8468/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s392ms | Loss: 1.260 | Acc: 63.527% (8538/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s435ms | Loss: 1.259 | Acc: 63.554% (8623/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s477ms | Loss: 1.264 | Acc: 63.413% (8685/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s519ms | Loss: 1.264 | Acc: 63.426% (8768/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s561ms | Loss: 1.264 | Acc: 63.432% (8850/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s603ms | Loss: 1.265 | Acc: 63.445% (8933/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s645ms | Loss: 1.265 | Acc: 63.408% (9009/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s688ms | Loss: 1.267 | Acc: 63.316% (9077/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s730ms | Loss: 1.267 | Acc: 63.316% (9158/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s772ms | Loss: 1.268 | Acc: 63.268% (9232/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s814ms | Loss: 1.269 | Acc: 63.268% (9313/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s856ms | Loss: 1.268 | Acc: 63.301% (9399/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s898ms | Loss: 1.268 | Acc: 63.275% (9476/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s941ms | Loss: 1.269 | Acc: 63.242% (9552/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s983ms | Loss: 1.268 | Acc: 63.268% (9637/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s25ms | Loss: 1.268 | Acc: 63.268% (9718/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s67ms | Loss: 1.268 | Acc: 63.281% (9801/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s109ms | Loss: 1.267 | Acc: 63.307% (9886/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s151ms | Loss: 1.267 | Acc: 63.307% (9967/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s194ms | Loss: 1.268 | Acc: 63.313% (10049/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s236ms | Loss: 1.268 | Acc: 63.325% (10132/16000) 125/391 
 [====================>............................................]  Step: 42ms | Tot: 5s278ms | Loss: 1.268 | Acc: 63.337% (10215/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s320ms | Loss: 1.268 | Acc: 63.349% (10298/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s363ms | Loss: 1.269 | Acc: 63.354% (10380/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s405ms | Loss: 1.269 | Acc: 63.348% (10460/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s447ms | Loss: 1.268 | Acc: 63.377% (10546/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s489ms | Loss: 1.270 | Acc: 63.365% (10625/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s531ms | Loss: 1.271 | Acc: 63.311% (10697/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s573ms | Loss: 1.269 | Acc: 63.346% (10784/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s616ms | Loss: 1.269 | Acc: 63.340% (10864/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s659ms | Loss: 1.268 | Acc: 63.322% (10942/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s701ms | Loss: 1.269 | Acc: 63.321% (11023/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s743ms | Loss: 1.269 | Acc: 63.327% (11105/17536) 137/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s785ms | Loss: 1.270 | Acc: 63.304% (11182/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s828ms | Loss: 1.273 | Acc: 63.242% (11252/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s870ms | Loss: 1.272 | Acc: 63.259% (11336/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s912ms | Loss: 1.271 | Acc: 63.231% (11412/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s954ms | Loss: 1.271 | Acc: 63.221% (11491/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s996ms | Loss: 1.273 | Acc: 63.177% (11564/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s38ms | Loss: 1.273 | Acc: 63.140% (11638/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s81ms | Loss: 1.273 | Acc: 63.136% (11718/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s123ms | Loss: 1.273 | Acc: 63.105% (11793/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s165ms | Loss: 1.273 | Acc: 63.079% (11869/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s207ms | Loss: 1.274 | Acc: 63.028% (11940/18944) 148/391 
 [========================>........................................]  Step: 42ms | Tot: 6s249ms | Loss: 1.275 | Acc: 62.998% (12015/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s291ms | Loss: 1.275 | Acc: 62.990% (12094/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s333ms | Loss: 1.275 | Acc: 62.997% (12176/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s376ms | Loss: 1.275 | Acc: 62.993% (12256/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s418ms | Loss: 1.274 | Acc: 63.041% (12346/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s460ms | Loss: 1.274 | Acc: 63.068% (12432/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s502ms | Loss: 1.274 | Acc: 63.075% (12514/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s544ms | Loss: 1.274 | Acc: 63.086% (12597/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s586ms | Loss: 1.274 | Acc: 63.072% (12675/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s629ms | Loss: 1.275 | Acc: 63.059% (12753/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s671ms | Loss: 1.275 | Acc: 63.040% (12830/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s713ms | Loss: 1.275 | Acc: 63.042% (12911/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s755ms | Loss: 1.275 | Acc: 63.048% (12993/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s798ms | Loss: 1.276 | Acc: 63.035% (13071/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s840ms | Loss: 1.276 | Acc: 63.037% (13152/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s883ms | Loss: 1.276 | Acc: 63.010% (13227/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s925ms | Loss: 1.276 | Acc: 63.021% (13310/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s968ms | Loss: 1.276 | Acc: 63.013% (13389/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s10ms | Loss: 1.276 | Acc: 62.991% (13465/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s52ms | Loss: 1.276 | Acc: 62.993% (13546/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s95ms | Loss: 1.277 | Acc: 62.985% (13625/21632) 169/391 
 [============================>....................................]  Step: 42ms | Tot: 7s137ms | Loss: 1.276 | Acc: 63.001% (13709/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s179ms | Loss: 1.278 | Acc: 62.939% (13776/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s222ms | Loss: 1.278 | Acc: 62.959% (13861/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s264ms | Loss: 1.279 | Acc: 62.934% (13936/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s306ms | Loss: 1.281 | Acc: 62.855% (13999/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s348ms | Loss: 1.281 | Acc: 62.848% (14078/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s390ms | Loss: 1.281 | Acc: 62.855% (14160/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s432ms | Loss: 1.281 | Acc: 62.844% (14238/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s474ms | Loss: 1.282 | Acc: 62.807% (14310/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s516ms | Loss: 1.282 | Acc: 62.801% (14389/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s559ms | Loss: 1.284 | Acc: 62.782% (14465/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s601ms | Loss: 1.285 | Acc: 62.785% (14546/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s643ms | Loss: 1.285 | Acc: 62.792% (14628/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s685ms | Loss: 1.285 | Acc: 62.812% (14713/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s728ms | Loss: 1.284 | Acc: 62.806% (14792/23552) 184/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s770ms | Loss: 1.284 | Acc: 62.817% (14875/23680) 185/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s812ms | Loss: 1.284 | Acc: 62.828% (14958/23808) 186/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s854ms | Loss: 1.283 | Acc: 62.813% (15035/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s896ms | Loss: 1.283 | Acc: 62.799% (15112/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s938ms | Loss: 1.283 | Acc: 62.814% (15196/24192) 189/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s981ms | Loss: 1.282 | Acc: 62.825% (15279/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s23ms | Loss: 1.282 | Acc: 62.807% (15355/24448) 191/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s65ms | Loss: 1.282 | Acc: 62.826% (15440/24576) 192/391 
 [===============================>.................................]  Step: 41ms | Tot: 8s107ms | Loss: 1.282 | Acc: 62.824% (15520/24704) 193/391 
 [================================>................................]  Step: 42ms | Tot: 8s149ms | Loss: 1.281 | Acc: 62.838% (15604/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s191ms | Loss: 1.280 | Acc: 62.841% (15685/24960) 195/391 
 [================================>................................]  Step: 42ms | Tot: 8s233ms | Loss: 1.281 | Acc: 62.823% (15761/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s276ms | Loss: 1.281 | Acc: 62.817% (15840/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s319ms | Loss: 1.282 | Acc: 62.788% (15913/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s361ms | Loss: 1.282 | Acc: 62.775% (15990/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s404ms | Loss: 1.282 | Acc: 62.805% (16078/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s446ms | Loss: 1.283 | Acc: 62.780% (16152/25728) 201/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s489ms | Loss: 1.282 | Acc: 62.817% (16242/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s532ms | Loss: 1.281 | Acc: 62.843% (16329/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s574ms | Loss: 1.281 | Acc: 62.860% (16414/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s616ms | Loss: 1.281 | Acc: 62.862% (16495/26240) 205/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s658ms | Loss: 1.280 | Acc: 62.887% (16582/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s700ms | Loss: 1.280 | Acc: 62.904% (16667/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s743ms | Loss: 1.280 | Acc: 62.909% (16749/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s785ms | Loss: 1.280 | Acc: 62.881% (16822/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s827ms | Loss: 1.280 | Acc: 62.876% (16901/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s869ms | Loss: 1.280 | Acc: 62.870% (16980/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s911ms | Loss: 1.281 | Acc: 62.861% (17058/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s953ms | Loss: 1.281 | Acc: 62.859% (17138/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s996ms | Loss: 1.280 | Acc: 62.869% (17221/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s38ms | Loss: 1.281 | Acc: 62.852% (17297/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s80ms | Loss: 1.280 | Acc: 62.869% (17382/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s122ms | Loss: 1.280 | Acc: 62.846% (17456/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s164ms | Loss: 1.280 | Acc: 62.880% (17546/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s207ms | Loss: 1.278 | Acc: 62.925% (17639/28032) 219/391 
 [====================================>............................]  Step: 42ms | Tot: 9s249ms | Loss: 1.279 | Acc: 62.926% (17720/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s291ms | Loss: 1.279 | Acc: 62.949% (17807/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s333ms | Loss: 1.279 | Acc: 62.926% (17881/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s376ms | Loss: 1.280 | Acc: 62.948% (17968/28544) 223/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s418ms | Loss: 1.281 | Acc: 62.922% (18041/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s461ms | Loss: 1.281 | Acc: 62.931% (18124/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s503ms | Loss: 1.281 | Acc: 62.915% (18200/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s545ms | Loss: 1.282 | Acc: 62.899% (18276/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s588ms | Loss: 1.283 | Acc: 62.880% (18351/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s630ms | Loss: 1.282 | Acc: 62.906% (18439/29312) 229/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s672ms | Loss: 1.282 | Acc: 62.928% (18526/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s715ms | Loss: 1.282 | Acc: 62.936% (18609/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s757ms | Loss: 1.282 | Acc: 62.955% (18695/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s800ms | Loss: 1.282 | Acc: 62.936% (18770/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s842ms | Loss: 1.282 | Acc: 62.947% (18854/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s884ms | Loss: 1.282 | Acc: 62.952% (18936/30080) 235/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s927ms | Loss: 1.281 | Acc: 62.947% (19015/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s969ms | Loss: 1.281 | Acc: 62.938% (19093/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s11ms | Loss: 1.282 | Acc: 62.904% (19163/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s54ms | Loss: 1.282 | Acc: 62.905% (19244/30592) 239/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s96ms | Loss: 1.282 | Acc: 62.913% (19327/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s139ms | Loss: 1.282 | Acc: 62.925% (19411/30848) 241/391 
 [========================================>........................]  Step: 42ms | Tot: 10s181ms | Loss: 1.282 | Acc: 62.913% (19488/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s223ms | Loss: 1.282 | Acc: 62.899% (19564/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s266ms | Loss: 1.282 | Acc: 62.894% (19643/31232) 244/391 
 [========================================>........................]  Step: 43ms | Tot: 10s310ms | Loss: 1.282 | Acc: 62.876% (19718/31360) 245/391 
 [========================================>........................]  Step: 44ms | Tot: 10s354ms | Loss: 1.283 | Acc: 62.846% (19789/31488) 246/391 
 [========================================>........................]  Step: 44ms | Tot: 10s398ms | Loss: 1.282 | Acc: 62.845% (19869/31616) 247/391 
 [=========================================>.......................]  Step: 43ms | Tot: 10s442ms | Loss: 1.283 | Acc: 62.834% (19946/31744) 248/391 
 [=========================================>.......................]  Step: 43ms | Tot: 10s485ms | Loss: 1.283 | Acc: 62.820% (20022/31872) 249/391 
 [=========================================>.......................]  Step: 43ms | Tot: 10s528ms | Loss: 1.283 | Acc: 62.803% (20097/32000) 250/391 
 [=========================================>.......................]  Step: 43ms | Tot: 10s572ms | Loss: 1.284 | Acc: 62.808% (20179/32128) 251/391 
 [=========================================>.......................]  Step: 43ms | Tot: 10s616ms | Loss: 1.285 | Acc: 62.760% (20244/32256) 252/391 
 [=========================================>.......................]  Step: 43ms | Tot: 10s659ms | Loss: 1.285 | Acc: 62.796% (20336/32384) 253/391 
 [==========================================>......................]  Step: 43ms | Tot: 10s703ms | Loss: 1.285 | Acc: 62.789% (20414/32512) 254/391 
 [==========================================>......................]  Step: 44ms | Tot: 10s747ms | Loss: 1.285 | Acc: 62.763% (20486/32640) 255/391 
 [==========================================>......................]  Step: 44ms | Tot: 10s791ms | Loss: 1.286 | Acc: 62.772% (20569/32768) 256/391 
 [==========================================>......................]  Step: 43ms | Tot: 10s835ms | Loss: 1.285 | Acc: 62.804% (20660/32896) 257/391 
 [==========================================>......................]  Step: 43ms | Tot: 10s878ms | Loss: 1.285 | Acc: 62.788% (20735/33024) 258/391 
 [==========================================>......................]  Step: 43ms | Tot: 10s922ms | Loss: 1.286 | Acc: 62.762% (20807/33152) 259/391 
 [===========================================>.....................]  Step: 44ms | Tot: 10s967ms | Loss: 1.287 | Acc: 62.746% (20882/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s9ms | Loss: 1.287 | Acc: 62.730% (20957/33408) 261/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s52ms | Loss: 1.287 | Acc: 62.736% (21039/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s94ms | Loss: 1.289 | Acc: 62.708% (21110/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s137ms | Loss: 1.289 | Acc: 62.722% (21195/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s179ms | Loss: 1.289 | Acc: 62.706% (21270/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s221ms | Loss: 1.289 | Acc: 62.697% (21347/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s263ms | Loss: 1.288 | Acc: 62.711% (21432/34176) 267/391 
 [============================================>....................]  Step: 42ms | Tot: 11s306ms | Loss: 1.289 | Acc: 62.687% (21504/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s348ms | Loss: 1.290 | Acc: 62.677% (21581/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s391ms | Loss: 1.291 | Acc: 62.622% (21642/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s434ms | Loss: 1.293 | Acc: 62.584% (21709/34688) 271/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s476ms | Loss: 1.293 | Acc: 62.569% (21784/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s518ms | Loss: 1.293 | Acc: 62.580% (21868/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s561ms | Loss: 1.293 | Acc: 62.574% (21946/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s604ms | Loss: 1.294 | Acc: 62.577% (22027/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s646ms | Loss: 1.294 | Acc: 62.559% (22101/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s688ms | Loss: 1.294 | Acc: 62.551% (22178/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s731ms | Loss: 1.295 | Acc: 62.539% (22254/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s773ms | Loss: 1.295 | Acc: 62.520% (22327/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s815ms | Loss: 1.295 | Acc: 62.517% (22406/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s857ms | Loss: 1.295 | Acc: 62.503% (22481/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s900ms | Loss: 1.296 | Acc: 62.456% (22544/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s942ms | Loss: 1.296 | Acc: 62.437% (22617/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s984ms | Loss: 1.297 | Acc: 62.415% (22689/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s26ms | Loss: 1.296 | Acc: 62.434% (22776/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s69ms | Loss: 1.296 | Acc: 62.440% (22858/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s111ms | Loss: 1.297 | Acc: 62.427% (22933/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s153ms | Loss: 1.296 | Acc: 62.451% (23022/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s195ms | Loss: 1.297 | Acc: 62.457% (23104/36992) 289/391 
 [================================================>................]  Step: 42ms | Tot: 12s238ms | Loss: 1.297 | Acc: 62.470% (23189/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s280ms | Loss: 1.296 | Acc: 62.487% (23275/37248) 291/391 
 [================================================>................]  Step: 42ms | Tot: 12s322ms | Loss: 1.296 | Acc: 62.465% (23347/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s365ms | Loss: 1.297 | Acc: 62.449% (23421/37504) 293/391 
 [================================================>................]  Step: 42ms | Tot: 12s407ms | Loss: 1.297 | Acc: 62.444% (23499/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s449ms | Loss: 1.297 | Acc: 62.450% (23581/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s492ms | Loss: 1.298 | Acc: 62.445% (23659/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s534ms | Loss: 1.298 | Acc: 62.429% (23733/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s577ms | Loss: 1.299 | Acc: 62.434% (23815/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s619ms | Loss: 1.299 | Acc: 62.435% (23895/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s661ms | Loss: 1.299 | Acc: 62.438% (23976/38400) 300/391 
 [=================================================>...............]  Step: 41ms | Tot: 12s703ms | Loss: 1.299 | Acc: 62.420% (24049/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s746ms | Loss: 1.301 | Acc: 62.397% (24120/38656) 302/391 
 [==================================================>..............]  Step: 46ms | Tot: 12s792ms | Loss: 1.301 | Acc: 62.394% (24199/38784) 303/391 
 [==================================================>..............]  Step: 47ms | Tot: 12s839ms | Loss: 1.301 | Acc: 62.402% (24282/38912) 304/391 
 [==================================================>..............]  Step: 45ms | Tot: 12s885ms | Loss: 1.302 | Acc: 62.369% (24349/39040) 305/391 
 [==================================================>..............]  Step: 46ms | Tot: 12s932ms | Loss: 1.302 | Acc: 62.370% (24429/39168) 306/391 
 [==================================================>..............]  Step: 45ms | Tot: 12s977ms | Loss: 1.303 | Acc: 62.355% (24503/39296) 307/391 
 [===================================================>.............]  Step: 46ms | Tot: 13s24ms | Loss: 1.303 | Acc: 62.353% (24582/39424) 308/391 
 [===================================================>.............]  Step: 46ms | Tot: 13s70ms | Loss: 1.303 | Acc: 62.351% (24661/39552) 309/391 
 [===================================================>.............]  Step: 46ms | Tot: 13s117ms | Loss: 1.305 | Acc: 62.298% (24720/39680) 310/391 
 [===================================================>.............]  Step: 46ms | Tot: 13s164ms | Loss: 1.305 | Acc: 62.297% (24799/39808) 311/391 
 [===================================================>.............]  Step: 46ms | Tot: 13s211ms | Loss: 1.305 | Acc: 62.290% (24876/39936) 312/391 
 [===================================================>.............]  Step: 46ms | Tot: 13s257ms | Loss: 1.306 | Acc: 62.273% (24949/40064) 313/391 
 [====================================================>............]  Step: 45ms | Tot: 13s302ms | Loss: 1.306 | Acc: 62.281% (25032/40192) 314/391 
 [====================================================>............]  Step: 44ms | Tot: 13s347ms | Loss: 1.306 | Acc: 62.289% (25115/40320) 315/391 
 [====================================================>............]  Step: 46ms | Tot: 13s394ms | Loss: 1.306 | Acc: 62.290% (25195/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s437ms | Loss: 1.306 | Acc: 62.283% (25272/40576) 317/391 
 [====================================================>............]  Step: 45ms | Tot: 13s482ms | Loss: 1.307 | Acc: 62.269% (25346/40704) 318/391 
 [====================================================>............]  Step: 41ms | Tot: 13s524ms | Loss: 1.307 | Acc: 62.258% (25421/40832) 319/391 
 [=====================================================>...........]  Step: 49ms | Tot: 13s573ms | Loss: 1.307 | Acc: 62.249% (25497/40960) 320/391 
 [=====================================================>...........]  Step: 44ms | Tot: 13s618ms | Loss: 1.307 | Acc: 62.244% (25575/41088) 321/391 
 [=====================================================>...........]  Step: 47ms | Tot: 13s666ms | Loss: 1.307 | Acc: 62.231% (25649/41216) 322/391 
 [=====================================================>...........]  Step: 47ms | Tot: 13s713ms | Loss: 1.308 | Acc: 62.210% (25720/41344) 323/391 
 [=====================================================>...........]  Step: 46ms | Tot: 13s760ms | Loss: 1.308 | Acc: 62.211% (25800/41472) 324/391 
 [=====================================================>...........]  Step: 44ms | Tot: 13s804ms | Loss: 1.307 | Acc: 62.226% (25886/41600) 325/391 
 [======================================================>..........]  Step: 46ms | Tot: 13s851ms | Loss: 1.307 | Acc: 62.239% (25971/41728) 326/391 
 [======================================================>..........]  Step: 45ms | Tot: 13s896ms | Loss: 1.308 | Acc: 62.225% (26045/41856) 327/391 
 [======================================================>..........]  Step: 45ms | Tot: 13s942ms | Loss: 1.309 | Acc: 62.198% (26113/41984) 328/391 
 [======================================================>..........]  Step: 47ms | Tot: 13s989ms | Loss: 1.309 | Acc: 62.194% (26191/42112) 329/391 
 [======================================================>..........]  Step: 46ms | Tot: 14s36ms | Loss: 1.310 | Acc: 62.183% (26266/42240) 330/391 
 [======================================================>..........]  Step: 46ms | Tot: 14s83ms | Loss: 1.310 | Acc: 62.174% (26342/42368) 331/391 
 [=======================================================>.........]  Step: 47ms | Tot: 14s131ms | Loss: 1.311 | Acc: 62.142% (26408/42496) 332/391 
 [=======================================================>.........]  Step: 46ms | Tot: 14s177ms | Loss: 1.310 | Acc: 62.146% (26489/42624) 333/391 
 [=======================================================>.........]  Step: 46ms | Tot: 14s224ms | Loss: 1.311 | Acc: 62.133% (26563/42752) 334/391 
 [=======================================================>.........]  Step: 45ms | Tot: 14s269ms | Loss: 1.311 | Acc: 62.134% (26643/42880) 335/391 
 [=======================================================>.........]  Step: 47ms | Tot: 14s316ms | Loss: 1.311 | Acc: 62.126% (26719/43008) 336/391 
 [=======================================================>.........]  Step: 46ms | Tot: 14s363ms | Loss: 1.311 | Acc: 62.101% (26788/43136) 337/391 
 [========================================================>........]  Step: 47ms | Tot: 14s411ms | Loss: 1.310 | Acc: 62.112% (26872/43264) 338/391 
 [========================================================>........]  Step: 43ms | Tot: 14s455ms | Loss: 1.310 | Acc: 62.108% (26950/43392) 339/391 
 [========================================================>........]  Step: 58ms | Tot: 14s513ms | Loss: 1.311 | Acc: 62.096% (27024/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s555ms | Loss: 1.311 | Acc: 62.090% (27101/43648) 341/391 
 [========================================================>........]  Step: 45ms | Tot: 14s601ms | Loss: 1.311 | Acc: 62.087% (27179/43776) 342/391 
 [========================================================>........]  Step: 45ms | Tot: 14s646ms | Loss: 1.311 | Acc: 62.079% (27255/43904) 343/391 
 [=========================================================>.......]  Step: 44ms | Tot: 14s691ms | Loss: 1.311 | Acc: 62.091% (27340/44032) 344/391 
 [=========================================================>.......]  Step: 43ms | Tot: 14s734ms | Loss: 1.311 | Acc: 62.079% (27414/44160) 345/391 
 [=========================================================>.......]  Step: 45ms | Tot: 14s780ms | Loss: 1.311 | Acc: 62.082% (27495/44288) 346/391 
 [=========================================================>.......]  Step: 45ms | Tot: 14s825ms | Loss: 1.311 | Acc: 62.095% (27580/44416) 347/391 
 [=========================================================>.......]  Step: 45ms | Tot: 14s871ms | Loss: 1.311 | Acc: 62.071% (27649/44544) 348/391 
 [=========================================================>.......]  Step: 44ms | Tot: 14s916ms | Loss: 1.311 | Acc: 62.070% (27728/44672) 349/391 
 [==========================================================>......]  Step: 44ms | Tot: 14s961ms | Loss: 1.311 | Acc: 62.076% (27810/44800) 350/391 
 [==========================================================>......]  Step: 45ms | Tot: 15s6ms | Loss: 1.311 | Acc: 62.077% (27890/44928) 351/391 
 [==========================================================>......]  Step: 45ms | Tot: 15s51ms | Loss: 1.310 | Acc: 62.098% (27979/45056) 352/391 
 [==========================================================>......]  Step: 45ms | Tot: 15s96ms | Loss: 1.310 | Acc: 62.117% (28067/45184) 353/391 
 [==========================================================>......]  Step: 45ms | Tot: 15s142ms | Loss: 1.309 | Acc: 62.118% (28147/45312) 354/391 
 [==========================================================>......]  Step: 46ms | Tot: 15s189ms | Loss: 1.309 | Acc: 62.124% (28229/45440) 355/391 
 [===========================================================>.....]  Step: 44ms | Tot: 15s234ms | Loss: 1.309 | Acc: 62.120% (28307/45568) 356/391 
 [===========================================================>.....]  Step: 44ms | Tot: 15s278ms | Loss: 1.309 | Acc: 62.110% (28382/45696) 357/391 
 [===========================================================>.....]  Step: 45ms | Tot: 15s324ms | Loss: 1.310 | Acc: 62.090% (28452/45824) 358/391 
 [===========================================================>.....]  Step: 45ms | Tot: 15s370ms | Loss: 1.309 | Acc: 62.089% (28531/45952) 359/391 
 [===========================================================>.....]  Step: 45ms | Tot: 15s415ms | Loss: 1.309 | Acc: 62.099% (28615/46080) 360/391 
 [===========================================================>.....]  Step: 46ms | Tot: 15s462ms | Loss: 1.309 | Acc: 62.097% (28694/46208) 361/391 
 [============================================================>....]  Step: 47ms | Tot: 15s509ms | Loss: 1.309 | Acc: 62.096% (28773/46336) 362/391 
 [============================================================>....]  Step: 46ms | Tot: 15s556ms | Loss: 1.309 | Acc: 62.100% (28854/46464) 363/391 
 [============================================================>....]  Step: 46ms | Tot: 15s602ms | Loss: 1.309 | Acc: 62.086% (28927/46592) 364/391 
 [============================================================>....]  Step: 46ms | Tot: 15s648ms | Loss: 1.309 | Acc: 62.078% (29003/46720) 365/391 
 [============================================================>....]  Step: 47ms | Tot: 15s696ms | Loss: 1.309 | Acc: 62.082% (29084/46848) 366/391 
 [============================================================>....]  Step: 47ms | Tot: 15s743ms | Loss: 1.309 | Acc: 62.108% (29176/46976) 367/391 
 [=============================================================>...]  Step: 47ms | Tot: 15s791ms | Loss: 1.309 | Acc: 62.111% (29257/47104) 368/391 
 [=============================================================>...]  Step: 46ms | Tot: 15s837ms | Loss: 1.309 | Acc: 62.102% (29332/47232) 369/391 
 [=============================================================>...]  Step: 47ms | Tot: 15s885ms | Loss: 1.309 | Acc: 62.099% (29410/47360) 370/391 
 [=============================================================>...]  Step: 45ms | Tot: 15s930ms | Loss: 1.309 | Acc: 62.113% (29496/47488) 371/391 
 [=============================================================>...]  Step: 44ms | Tot: 15s975ms | Loss: 1.310 | Acc: 62.111% (29575/47616) 372/391 
 [=============================================================>...]  Step: 47ms | Tot: 16s22ms | Loss: 1.309 | Acc: 62.119% (29658/47744) 373/391 
 [==============================================================>..]  Step: 45ms | Tot: 16s68ms | Loss: 1.310 | Acc: 62.099% (29728/47872) 374/391 
 [==============================================================>..]  Step: 47ms | Tot: 16s115ms | Loss: 1.311 | Acc: 62.108% (29812/48000) 375/391 
 [==============================================================>..]  Step: 45ms | Tot: 16s160ms | Loss: 1.311 | Acc: 62.105% (29890/48128) 376/391 
 [==============================================================>..]  Step: 47ms | Tot: 16s208ms | Loss: 1.311 | Acc: 62.108% (29971/48256) 377/391 
 [==============================================================>..]  Step: 46ms | Tot: 16s254ms | Loss: 1.311 | Acc: 62.116% (30054/48384) 378/391 
 [==============================================================>..]  Step: 48ms | Tot: 16s302ms | Loss: 1.311 | Acc: 62.096% (30124/48512) 379/391 
 [===============================================================>.]  Step: 47ms | Tot: 16s349ms | Loss: 1.311 | Acc: 62.089% (30200/48640) 380/391 
 [===============================================================>.]  Step: 46ms | Tot: 16s396ms | Loss: 1.311 | Acc: 62.090% (30280/48768) 381/391 
 [===============================================================>.]  Step: 47ms | Tot: 16s443ms | Loss: 1.311 | Acc: 62.077% (30353/48896) 382/391 
 [===============================================================>.]  Step: 47ms | Tot: 16s490ms | Loss: 1.311 | Acc: 62.092% (30440/49024) 383/391 
 [===============================================================>.]  Step: 48ms | Tot: 16s539ms | Loss: 1.311 | Acc: 62.065% (30506/49152) 384/391 
 [===============================================================>.]  Step: 47ms | Tot: 16s586ms | Loss: 1.312 | Acc: 62.060% (30583/49280) 385/391 
 [================================================================>]  Step: 47ms | Tot: 16s633ms | Loss: 1.312 | Acc: 62.030% (30648/49408) 386/391 
 [================================================================>]  Step: 47ms | Tot: 16s681ms | Loss: 1.312 | Acc: 62.036% (30730/49536) 387/391 
 [================================================================>]  Step: 45ms | Tot: 16s727ms | Loss: 1.312 | Acc: 62.039% (30811/49664) 388/391 
 [================================================================>]  Step: 45ms | Tot: 16s772ms | Loss: 1.313 | Acc: 62.026% (30884/49792) 389/391 
 [================================================================>]  Step: 46ms | Tot: 16s818ms | Loss: 1.313 | Acc: 62.017% (30959/49920) 390/391 
 [================================================================>]  Step: 33ms | Tot: 16s852ms | Loss: 1.313 | Acc: 62.000% (31000/50000) 391/391 
 [>................................................................]  Step: 159ms | Tot: 0ms | Loss: 1.668 | Acc: 53.000% (53/100)    1/100 
 [>................................................................]  Step: 12ms | Tot: 12ms | Loss: 1.810 | Acc: 53.500% (107/200)   2/100 
 [=>...............................................................]  Step: 12ms | Tot: 25ms | Loss: 1.666 | Acc: 56.000% (168/300)   3/100 
 [=>...............................................................]  Step: 12ms | Tot: 37ms | Loss: 1.693 | Acc: 54.500% (218/400)   4/100 
 [==>..............................................................]  Step: 18ms | Tot: 56ms | Loss: 1.740 | Acc: 53.800% (269/500)   5/100 
 [===>.............................................................]  Step: 16ms | Tot: 73ms | Loss: 1.872 | Acc: 51.500% (309/600)   6/100 
 [===>.............................................................]  Step: 20ms | Tot: 93ms | Loss: 1.830 | Acc: 52.571% (368/700)   7/100 
 [====>............................................................]  Step: 17ms | Tot: 110ms | Loss: 1.786 | Acc: 53.125% (425/800)  8/100 
 [=====>...........................................................]  Step: 15ms | Tot: 126ms | Loss: 1.810 | Acc: 52.778% (475/900)  9/100 
 [=====>...........................................................]  Step: 16ms | Tot: 142ms | Loss: 1.813 | Acc: 52.700% (527/1000) 10/100 
 [======>..........................................................]  Step: 17ms | Tot: 159ms | Loss: 1.795 | Acc: 53.091% (584/1100) 11/100 
 [=======>.........................................................]  Step: 17ms | Tot: 177ms | Loss: 1.788 | Acc: 52.833% (634/1200) 12/100 
 [=======>.........................................................]  Step: 14ms | Tot: 191ms | Loss: 1.775 | Acc: 52.923% (688/1300) 13/100 
 [========>........................................................]  Step: 16ms | Tot: 207ms | Loss: 1.780 | Acc: 52.571% (736/1400) 14/100 
 [=========>.......................................................]  Step: 15ms | Tot: 223ms | Loss: 1.778 | Acc: 52.533% (788/1500) 15/100 
 [=========>.......................................................]  Step: 14ms | Tot: 237ms | Loss: 1.790 | Acc: 52.125% (834/1600) 16/100 
 [==========>......................................................]  Step: 22ms | Tot: 259ms | Loss: 1.805 | Acc: 52.000% (884/1700) 17/100 
 [===========>.....................................................]  Step: 17ms | Tot: 277ms | Loss: 1.816 | Acc: 51.667% (930/1800) 18/100 
 [===========>.....................................................]  Step: 13ms | Tot: 291ms | Loss: 1.813 | Acc: 51.684% (982/1900) 19/100 
 [============>....................................................]  Step: 16ms | Tot: 307ms | Loss: 1.797 | Acc: 52.100% (1042/2000) 20/100 
 [=============>...................................................]  Step: 15ms | Tot: 322ms | Loss: 1.790 | Acc: 52.333% (1099/2100) 21/100 
 [=============>...................................................]  Step: 14ms | Tot: 337ms | Loss: 1.789 | Acc: 52.409% (1153/2200) 22/100 
 [==============>..................................................]  Step: 23ms | Tot: 361ms | Loss: 1.778 | Acc: 52.435% (1206/2300) 23/100 
 [==============>..................................................]  Step: 23ms | Tot: 384ms | Loss: 1.790 | Acc: 52.125% (1251/2400) 24/100 
 [===============>.................................................]  Step: 24ms | Tot: 409ms | Loss: 1.791 | Acc: 51.920% (1298/2500) 25/100 
 [================>................................................]  Step: 18ms | Tot: 427ms | Loss: 1.781 | Acc: 52.154% (1356/2600) 26/100 
 [================>................................................]  Step: 13ms | Tot: 440ms | Loss: 1.779 | Acc: 51.889% (1401/2700) 27/100 
 [=================>...............................................]  Step: 14ms | Tot: 455ms | Loss: 1.779 | Acc: 51.857% (1452/2800) 28/100 
 [==================>..............................................]  Step: 16ms | Tot: 471ms | Loss: 1.787 | Acc: 51.828% (1503/2900) 29/100 
 [==================>..............................................]  Step: 17ms | Tot: 489ms | Loss: 1.792 | Acc: 51.933% (1558/3000) 30/100 
 [===================>.............................................]  Step: 18ms | Tot: 507ms | Loss: 1.805 | Acc: 51.710% (1603/3100) 31/100 
 [====================>............................................]  Step: 15ms | Tot: 522ms | Loss: 1.795 | Acc: 51.812% (1658/3200) 32/100 
 [====================>............................................]  Step: 18ms | Tot: 541ms | Loss: 1.800 | Acc: 51.576% (1702/3300) 33/100 
 [=====================>...........................................]  Step: 24ms | Tot: 565ms | Loss: 1.805 | Acc: 51.324% (1745/3400) 34/100 
 [======================>..........................................]  Step: 18ms | Tot: 584ms | Loss: 1.801 | Acc: 51.543% (1804/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 609ms | Loss: 1.799 | Acc: 51.528% (1855/3600) 36/100 
 [=======================>.........................................]  Step: 24ms | Tot: 634ms | Loss: 1.812 | Acc: 51.351% (1900/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 659ms | Loss: 1.805 | Acc: 51.474% (1956/3800) 38/100 
 [========================>........................................]  Step: 24ms | Tot: 684ms | Loss: 1.804 | Acc: 51.513% (2009/3900) 39/100 
 [=========================>.......................................]  Step: 22ms | Tot: 706ms | Loss: 1.795 | Acc: 51.600% (2064/4000) 40/100 
 [==========================>......................................]  Step: 25ms | Tot: 731ms | Loss: 1.796 | Acc: 51.683% (2119/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 756ms | Loss: 1.798 | Acc: 51.619% (2168/4200) 42/100 
 [===========================>.....................................]  Step: 24ms | Tot: 781ms | Loss: 1.804 | Acc: 51.512% (2215/4300) 43/100 
 [===========================>.....................................]  Step: 16ms | Tot: 797ms | Loss: 1.809 | Acc: 51.455% (2264/4400) 44/100 
 [============================>....................................]  Step: 17ms | Tot: 815ms | Loss: 1.807 | Acc: 51.533% (2319/4500) 45/100 
 [=============================>...................................]  Step: 18ms | Tot: 833ms | Loss: 1.801 | Acc: 51.543% (2371/4600) 46/100 
 [=============================>...................................]  Step: 15ms | Tot: 849ms | Loss: 1.802 | Acc: 51.489% (2420/4700) 47/100 
 [==============================>..................................]  Step: 17ms | Tot: 867ms | Loss: 1.804 | Acc: 51.417% (2468/4800) 48/100 
 [===============================>.................................]  Step: 17ms | Tot: 884ms | Loss: 1.807 | Acc: 51.245% (2511/4900) 49/100 
 [===============================>.................................]  Step: 19ms | Tot: 904ms | Loss: 1.803 | Acc: 51.260% (2563/5000) 50/100 
 [================================>................................]  Step: 22ms | Tot: 926ms | Loss: 1.804 | Acc: 51.176% (2610/5100) 51/100 
 [=================================>...............................]  Step: 22ms | Tot: 949ms | Loss: 1.806 | Acc: 51.192% (2662/5200) 52/100 
 [=================================>...............................]  Step: 18ms | Tot: 967ms | Loss: 1.803 | Acc: 51.264% (2717/5300) 53/100 
 [==================================>..............................]  Step: 21ms | Tot: 989ms | Loss: 1.801 | Acc: 51.333% (2772/5400) 54/100 
 [===================================>.............................]  Step: 17ms | Tot: 1s7ms | Loss: 1.801 | Acc: 51.291% (2821/5500) 55/100 
 [===================================>.............................]  Step: 16ms | Tot: 1s23ms | Loss: 1.799 | Acc: 51.250% (2870/5600) 56/100 
 [====================================>............................]  Step: 19ms | Tot: 1s42ms | Loss: 1.793 | Acc: 51.368% (2928/5700) 57/100 
 [=====================================>...........................]  Step: 19ms | Tot: 1s61ms | Loss: 1.795 | Acc: 51.397% (2981/5800) 58/100 
 [=====================================>...........................]  Step: 24ms | Tot: 1s85ms | Loss: 1.792 | Acc: 51.525% (3040/5900) 59/100 
 [======================================>..........................]  Step: 24ms | Tot: 1s110ms | Loss: 1.793 | Acc: 51.533% (3092/6000) 60/100 
 [=======================================>.........................]  Step: 23ms | Tot: 1s133ms | Loss: 1.792 | Acc: 51.574% (3146/6100) 61/100 
 [=======================================>.........................]  Step: 23ms | Tot: 1s157ms | Loss: 1.796 | Acc: 51.532% (3195/6200) 62/100 
 [========================================>........................]  Step: 24ms | Tot: 1s182ms | Loss: 1.795 | Acc: 51.651% (3254/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s207ms | Loss: 1.795 | Acc: 51.609% (3303/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s233ms | Loss: 1.793 | Acc: 51.662% (3358/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s258ms | Loss: 1.800 | Acc: 51.652% (3409/6600) 66/100 
 [==========================================>......................]  Step: 21ms | Tot: 1s279ms | Loss: 1.798 | Acc: 51.731% (3466/6700) 67/100 
 [===========================================>.....................]  Step: 24ms | Tot: 1s304ms | Loss: 1.804 | Acc: 51.588% (3508/6800) 68/100 
 [============================================>....................]  Step: 21ms | Tot: 1s326ms | Loss: 1.801 | Acc: 51.652% (3564/6900) 69/100 
 [============================================>....................]  Step: 19ms | Tot: 1s345ms | Loss: 1.804 | Acc: 51.671% (3617/7000) 70/100 
 [=============================================>...................]  Step: 20ms | Tot: 1s366ms | Loss: 1.805 | Acc: 51.676% (3669/7100) 71/100 
 [==============================================>..................]  Step: 17ms | Tot: 1s383ms | Loss: 1.803 | Acc: 51.736% (3725/7200) 72/100 
 [==============================================>..................]  Step: 14ms | Tot: 1s398ms | Loss: 1.803 | Acc: 51.699% (3774/7300) 73/100 
 [===============================================>.................]  Step: 19ms | Tot: 1s418ms | Loss: 1.803 | Acc: 51.649% (3822/7400) 74/100 
 [================================================>................]  Step: 26ms | Tot: 1s444ms | Loss: 1.805 | Acc: 51.613% (3871/7500) 75/100 
 [================================================>................]  Step: 25ms | Tot: 1s470ms | Loss: 1.807 | Acc: 51.566% (3919/7600) 76/100 
 [=================================================>...............]  Step: 25ms | Tot: 1s495ms | Loss: 1.805 | Acc: 51.597% (3973/7700) 77/100 
 [==================================================>..............]  Step: 25ms | Tot: 1s521ms | Loss: 1.813 | Acc: 51.436% (4012/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 1s547ms | Loss: 1.817 | Acc: 51.418% (4062/7900) 79/100 
 [===================================================>.............]  Step: 25ms | Tot: 1s573ms | Loss: 1.818 | Acc: 51.438% (4115/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 1s599ms | Loss: 1.822 | Acc: 51.383% (4162/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 1s625ms | Loss: 1.824 | Acc: 51.366% (4212/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 1s651ms | Loss: 1.823 | Acc: 51.410% (4267/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 1s677ms | Loss: 1.823 | Acc: 51.452% (4322/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 1s702ms | Loss: 1.822 | Acc: 51.482% (4376/8500) 85/100 
 [=======================================================>.........]  Step: 21ms | Tot: 1s723ms | Loss: 1.820 | Acc: 51.558% (4434/8600) 86/100 
 [=======================================================>.........]  Step: 12ms | Tot: 1s735ms | Loss: 1.821 | Acc: 51.598% (4489/8700) 87/100 
 [========================================================>........]  Step: 12ms | Tot: 1s748ms | Loss: 1.817 | Acc: 51.693% (4549/8800) 88/100 
 [=========================================================>.......]  Step: 12ms | Tot: 1s761ms | Loss: 1.819 | Acc: 51.685% (4600/8900) 89/100 
 [=========================================================>.......]  Step: 12ms | Tot: 1s774ms | Loss: 1.819 | Acc: 51.689% (4652/9000) 90/100 
 [==========================================================>......]  Step: 12ms | Tot: 1s786ms | Loss: 1.820 | Acc: 51.648% (4700/9100) 91/100 
 [===========================================================>.....]  Step: 13ms | Tot: 1s799ms | Loss: 1.818 | Acc: 51.685% (4755/9200) 92/100 
 [===========================================================>.....]  Step: 12ms | Tot: 1s812ms | Loss: 1.819 | Acc: 51.624% (4801/9300) 93/100 
 [============================================================>....]  Step: 12ms | Tot: 1s825ms | Loss: 1.815 | Acc: 51.681% (4858/9400) 94/100 
 [=============================================================>...]  Step: 12ms | Tot: 1s838ms | Loss: 1.817 | Acc: 51.642% (4906/9500) 95/100 
 [=============================================================>...]  Step: 13ms | Tot: 1s851ms | Loss: 1.816 | Acc: 51.698% (4963/9600) 96/100 
 [==============================================================>..]  Step: 12ms | Tot: 1s863ms | Loss: 1.815 | Acc: 51.649% (5010/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s875ms | Loss: 1.816 | Acc: 51.602% (5057/9800) 98/100 
 [===============================================================>.]  Step: 12ms | Tot: 1s887ms | Loss: 1.819 | Acc: 51.545% (5103/9900) 99/100 
 [================================================================>]  Step: 21ms | Tot: 1s909ms | Loss: 1.818 | Acc: 51.590% (5159/10000) 100/100 

Epoch: 15
 [>................................................................]  Step: 237ms | Tot: 0ms | Loss: 1.198 | Acc: 65.625% (84/128)    1/391 
 [>................................................................]  Step: 67ms | Tot: 67ms | Loss: 1.185 | Acc: 66.797% (171/256)   2/391 
 [>................................................................]  Step: 70ms | Tot: 137ms | Loss: 1.220 | Acc: 66.667% (256/384)  3/391 
 [>................................................................]  Step: 78ms | Tot: 216ms | Loss: 1.233 | Acc: 65.430% (335/512)  4/391 
 [>................................................................]  Step: 75ms | Tot: 292ms | Loss: 1.253 | Acc: 64.375% (412/640)  5/391 
 [>................................................................]  Step: 68ms | Tot: 361ms | Loss: 1.268 | Acc: 64.062% (492/768)  6/391 
 [>................................................................]  Step: 64ms | Tot: 425ms | Loss: 1.263 | Acc: 64.174% (575/896)  7/391 
 [=>...............................................................]  Step: 92ms | Tot: 517ms | Loss: 1.249 | Acc: 64.648% (662/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 609ms | Loss: 1.231 | Acc: 64.844% (747/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 702ms | Loss: 1.220 | Acc: 65.000% (832/1280) 10/391 
 [=>...............................................................]  Step: 92ms | Tot: 794ms | Loss: 1.226 | Acc: 64.773% (912/1408) 11/391 
 [=>...............................................................]  Step: 87ms | Tot: 882ms | Loss: 1.221 | Acc: 65.299% (1003/1536) 12/391 
 [=>...............................................................]  Step: 94ms | Tot: 976ms | Loss: 1.200 | Acc: 65.865% (1096/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s68ms | Loss: 1.189 | Acc: 66.016% (1183/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s161ms | Loss: 1.194 | Acc: 65.990% (1267/1920) 15/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s253ms | Loss: 1.198 | Acc: 65.625% (1344/2048) 16/391 
 [==>..............................................................]  Step: 87ms | Tot: 1s341ms | Loss: 1.191 | Acc: 65.901% (1434/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s434ms | Loss: 1.200 | Acc: 65.582% (1511/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s526ms | Loss: 1.197 | Acc: 65.543% (1594/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s618ms | Loss: 1.207 | Acc: 65.352% (1673/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s711ms | Loss: 1.206 | Acc: 65.253% (1754/2688) 21/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s803ms | Loss: 1.202 | Acc: 65.305% (1839/2816) 22/391 
 [===>.............................................................]  Step: 83ms | Tot: 1s886ms | Loss: 1.209 | Acc: 65.149% (1918/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s979ms | Loss: 1.208 | Acc: 65.104% (2000/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s71ms | Loss: 1.218 | Acc: 64.906% (2077/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s164ms | Loss: 1.220 | Acc: 64.934% (2161/3328) 26/391 
 [====>............................................................]  Step: 92ms | Tot: 2s256ms | Loss: 1.219 | Acc: 64.988% (2246/3456) 27/391 
 [====>............................................................]  Step: 86ms | Tot: 2s342ms | Loss: 1.218 | Acc: 64.983% (2329/3584) 28/391 
 [====>............................................................]  Step: 92ms | Tot: 2s434ms | Loss: 1.216 | Acc: 64.925% (2410/3712) 29/391 
 [====>............................................................]  Step: 92ms | Tot: 2s527ms | Loss: 1.215 | Acc: 64.896% (2492/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s619ms | Loss: 1.217 | Acc: 64.945% (2577/3968) 31/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s711ms | Loss: 1.218 | Acc: 64.941% (2660/4096) 32/391 
 [=====>...........................................................]  Step: 87ms | Tot: 2s798ms | Loss: 1.219 | Acc: 64.891% (2741/4224) 33/391 
 [=====>...........................................................]  Step: 94ms | Tot: 2s893ms | Loss: 1.219 | Acc: 64.844% (2822/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s985ms | Loss: 1.218 | Acc: 64.933% (2909/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s77ms | Loss: 1.213 | Acc: 64.996% (2995/4608) 36/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s170ms | Loss: 1.214 | Acc: 65.013% (3079/4736) 37/391 
 [======>..........................................................]  Step: 87ms | Tot: 3s257ms | Loss: 1.207 | Acc: 65.296% (3176/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s350ms | Loss: 1.206 | Acc: 65.345% (3262/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s443ms | Loss: 1.208 | Acc: 65.371% (3347/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s535ms | Loss: 1.207 | Acc: 65.473% (3436/5248) 41/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s627ms | Loss: 1.210 | Acc: 65.365% (3514/5376) 42/391 
 [======>..........................................................]  Step: 90ms | Tot: 3s718ms | Loss: 1.205 | Acc: 65.480% (3604/5504) 43/391 
 [=======>.........................................................]  Step: 90ms | Tot: 3s808ms | Loss: 1.197 | Acc: 65.749% (3703/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s901ms | Loss: 1.193 | Acc: 65.816% (3791/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s993ms | Loss: 1.188 | Acc: 65.948% (3883/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s85ms | Loss: 1.185 | Acc: 65.957% (3968/6016) 47/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s178ms | Loss: 1.185 | Acc: 65.869% (4047/6144) 48/391 
 [=======>.........................................................]  Step: 85ms | Tot: 4s263ms | Loss: 1.185 | Acc: 65.705% (4121/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s356ms | Loss: 1.184 | Acc: 65.734% (4207/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s448ms | Loss: 1.185 | Acc: 65.794% (4295/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s540ms | Loss: 1.188 | Acc: 65.790% (4379/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 4s633ms | Loss: 1.190 | Acc: 65.713% (4458/6784) 53/391 
 [========>........................................................]  Step: 86ms | Tot: 4s719ms | Loss: 1.188 | Acc: 65.683% (4540/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s811ms | Loss: 1.185 | Acc: 65.710% (4626/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s904ms | Loss: 1.187 | Acc: 65.611% (4703/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s996ms | Loss: 1.186 | Acc: 65.543% (4782/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s88ms | Loss: 1.188 | Acc: 65.504% (4863/7424) 58/391 
 [=========>.......................................................]  Step: 85ms | Tot: 5s174ms | Loss: 1.193 | Acc: 65.400% (4939/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s266ms | Loss: 1.194 | Acc: 65.417% (5024/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s359ms | Loss: 1.195 | Acc: 65.459% (5111/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s451ms | Loss: 1.202 | Acc: 65.297% (5182/7936) 62/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s543ms | Loss: 1.200 | Acc: 65.327% (5268/8064) 63/391 
 [==========>......................................................]  Step: 87ms | Tot: 5s631ms | Loss: 1.200 | Acc: 65.356% (5354/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s723ms | Loss: 1.199 | Acc: 65.397% (5441/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s815ms | Loss: 1.201 | Acc: 65.294% (5516/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s907ms | Loss: 1.204 | Acc: 65.205% (5592/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s | Loss: 1.205 | Acc: 65.200% (5675/8704)   68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s92ms | Loss: 1.203 | Acc: 65.263% (5764/8832) 69/391 
 [===========>.....................................................]  Step: 88ms | Tot: 6s180ms | Loss: 1.205 | Acc: 65.190% (5841/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s273ms | Loss: 1.206 | Acc: 65.152% (5921/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s366ms | Loss: 1.206 | Acc: 65.126% (6002/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s458ms | Loss: 1.205 | Acc: 65.143% (6087/9344) 73/391 
 [============>....................................................]  Step: 92ms | Tot: 6s550ms | Loss: 1.203 | Acc: 65.192% (6175/9472) 74/391 
 [============>....................................................]  Step: 86ms | Tot: 6s636ms | Loss: 1.200 | Acc: 65.292% (6268/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s729ms | Loss: 1.200 | Acc: 65.327% (6355/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s821ms | Loss: 1.198 | Acc: 65.341% (6440/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 6s913ms | Loss: 1.196 | Acc: 65.385% (6528/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 7s6ms | Loss: 1.195 | Acc: 65.437% (6617/10112) 79/391 
 [=============>...................................................]  Step: 87ms | Tot: 7s93ms | Loss: 1.195 | Acc: 65.459% (6703/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s186ms | Loss: 1.198 | Acc: 65.413% (6782/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s278ms | Loss: 1.199 | Acc: 65.434% (6868/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s370ms | Loss: 1.198 | Acc: 65.465% (6955/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s462ms | Loss: 1.199 | Acc: 65.485% (7041/10752) 84/391 
 [=============>...................................................]  Step: 87ms | Tot: 7s550ms | Loss: 1.201 | Acc: 65.450% (7121/10880) 85/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s642ms | Loss: 1.206 | Acc: 65.289% (7187/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s735ms | Loss: 1.203 | Acc: 65.401% (7283/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s827ms | Loss: 1.205 | Acc: 65.350% (7361/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s919ms | Loss: 1.207 | Acc: 65.300% (7439/11392) 89/391 
 [==============>..................................................]  Step: 87ms | Tot: 8s6ms | Loss: 1.206 | Acc: 65.339% (7527/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s99ms | Loss: 1.207 | Acc: 65.325% (7609/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s192ms | Loss: 1.206 | Acc: 65.387% (7700/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s284ms | Loss: 1.204 | Acc: 65.415% (7787/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s376ms | Loss: 1.202 | Acc: 65.459% (7876/12032) 94/391 
 [===============>.................................................]  Step: 91ms | Tot: 8s468ms | Loss: 1.204 | Acc: 65.378% (7950/12160) 95/391 
 [===============>.................................................]  Step: 93ms | Tot: 8s561ms | Loss: 1.202 | Acc: 65.422% (8039/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s654ms | Loss: 1.202 | Acc: 65.440% (8125/12416) 97/391 
 [================>................................................]  Step: 92ms | Tot: 8s746ms | Loss: 1.202 | Acc: 65.386% (8202/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s838ms | Loss: 1.204 | Acc: 65.372% (8284/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 8s931ms | Loss: 1.203 | Acc: 65.359% (8366/12800) 100/391 
 [================>................................................]  Step: 85ms | Tot: 9s16ms | Loss: 1.205 | Acc: 65.316% (8444/12928) 101/391 
 [================>................................................]  Step: 94ms | Tot: 9s111ms | Loss: 1.203 | Acc: 65.342% (8531/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s203ms | Loss: 1.202 | Acc: 65.360% (8617/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s295ms | Loss: 1.205 | Acc: 65.287% (8691/13312) 104/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s387ms | Loss: 1.204 | Acc: 65.305% (8777/13440) 105/391 
 [=================>...............................................]  Step: 87ms | Tot: 9s475ms | Loss: 1.207 | Acc: 65.242% (8852/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s567ms | Loss: 1.209 | Acc: 65.194% (8929/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s660ms | Loss: 1.210 | Acc: 65.140% (9005/13824) 108/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s752ms | Loss: 1.210 | Acc: 65.130% (9087/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s844ms | Loss: 1.212 | Acc: 65.064% (9161/14080) 110/391 
 [==================>..............................................]  Step: 85ms | Tot: 9s930ms | Loss: 1.212 | Acc: 65.097% (9249/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s22ms | Loss: 1.210 | Acc: 65.130% (9337/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s114ms | Loss: 1.210 | Acc: 65.162% (9425/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s206ms | Loss: 1.211 | Acc: 65.104% (9500/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s299ms | Loss: 1.210 | Acc: 65.129% (9587/14720) 115/391 
 [===================>.............................................]  Step: 87ms | Tot: 10s387ms | Loss: 1.213 | Acc: 65.053% (9659/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s479ms | Loss: 1.214 | Acc: 65.011% (9736/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s571ms | Loss: 1.217 | Acc: 64.956% (9811/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s663ms | Loss: 1.216 | Acc: 64.968% (9896/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s756ms | Loss: 1.216 | Acc: 64.961% (9978/15360) 120/391 
 [===================>.............................................]  Step: 87ms | Tot: 10s843ms | Loss: 1.215 | Acc: 64.992% (10066/15488) 121/391 
 [====================>............................................]  Step: 91ms | Tot: 10s935ms | Loss: 1.217 | Acc: 64.876% (10131/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 11s28ms | Loss: 1.218 | Acc: 64.882% (10215/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 11s120ms | Loss: 1.219 | Acc: 64.869% (10296/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s212ms | Loss: 1.218 | Acc: 64.881% (10381/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 11s304ms | Loss: 1.219 | Acc: 64.831% (10456/16128) 126/391 
 [====================>............................................]  Step: 87ms | Tot: 11s392ms | Loss: 1.219 | Acc: 64.838% (10540/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s485ms | Loss: 1.221 | Acc: 64.801% (10617/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s577ms | Loss: 1.222 | Acc: 64.789% (10698/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s669ms | Loss: 1.222 | Acc: 64.742% (10773/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s761ms | Loss: 1.224 | Acc: 64.689% (10847/16768) 131/391 
 [=====================>...........................................]  Step: 87ms | Tot: 11s849ms | Loss: 1.225 | Acc: 64.678% (10928/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s941ms | Loss: 1.226 | Acc: 64.656% (11007/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s34ms | Loss: 1.226 | Acc: 64.651% (11089/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s126ms | Loss: 1.227 | Acc: 64.595% (11162/17280) 135/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s219ms | Loss: 1.228 | Acc: 64.585% (11243/17408) 136/391 
 [======================>..........................................]  Step: 86ms | Tot: 12s305ms | Loss: 1.228 | Acc: 64.587% (11326/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s397ms | Loss: 1.229 | Acc: 64.612% (11413/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s490ms | Loss: 1.228 | Acc: 64.608% (11495/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s582ms | Loss: 1.231 | Acc: 64.587% (11574/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s674ms | Loss: 1.231 | Acc: 64.561% (11652/18048) 141/391 
 [=======================>.........................................]  Step: 87ms | Tot: 12s762ms | Loss: 1.231 | Acc: 64.547% (11732/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s854ms | Loss: 1.230 | Acc: 64.560% (11817/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s946ms | Loss: 1.229 | Acc: 64.605% (11908/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s38ms | Loss: 1.231 | Acc: 64.574% (11985/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s131ms | Loss: 1.231 | Acc: 64.565% (12066/18688) 146/391 
 [========================>........................................]  Step: 87ms | Tot: 13s218ms | Loss: 1.232 | Acc: 64.551% (12146/18816) 147/391 
 [========================>........................................]  Step: 91ms | Tot: 13s310ms | Loss: 1.230 | Acc: 64.611% (12240/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s402ms | Loss: 1.230 | Acc: 64.618% (12324/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s494ms | Loss: 1.231 | Acc: 64.604% (12404/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s586ms | Loss: 1.231 | Acc: 64.595% (12485/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s678ms | Loss: 1.231 | Acc: 64.623% (12573/19456) 152/391 
 [=========================>.......................................]  Step: 87ms | Tot: 13s766ms | Loss: 1.231 | Acc: 64.624% (12656/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s859ms | Loss: 1.231 | Acc: 64.610% (12736/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s951ms | Loss: 1.230 | Acc: 64.652% (12827/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s44ms | Loss: 1.230 | Acc: 64.668% (12913/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s136ms | Loss: 1.229 | Acc: 64.675% (12997/20096) 157/391 
 [==========================>......................................]  Step: 86ms | Tot: 14s222ms | Loss: 1.228 | Acc: 64.681% (13081/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s314ms | Loss: 1.226 | Acc: 64.741% (13176/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s407ms | Loss: 1.228 | Acc: 64.663% (13243/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s499ms | Loss: 1.229 | Acc: 64.645% (13322/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s591ms | Loss: 1.229 | Acc: 64.636% (13403/20736) 162/391 
 [==========================>......................................]  Step: 85ms | Tot: 14s677ms | Loss: 1.229 | Acc: 64.662% (13491/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s769ms | Loss: 1.229 | Acc: 64.667% (13575/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s861ms | Loss: 1.228 | Acc: 64.673% (13659/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s954ms | Loss: 1.228 | Acc: 64.665% (13740/21248) 166/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s46ms | Loss: 1.229 | Acc: 64.633% (13816/21376) 167/391 
 [===========================>.....................................]  Step: 87ms | Tot: 15s134ms | Loss: 1.230 | Acc: 64.621% (13896/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s226ms | Loss: 1.230 | Acc: 64.599% (13974/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s319ms | Loss: 1.231 | Acc: 64.559% (14048/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s411ms | Loss: 1.230 | Acc: 64.579% (14135/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s504ms | Loss: 1.230 | Acc: 64.598% (14222/22016) 172/391 
 [============================>....................................]  Step: 90ms | Tot: 15s595ms | Loss: 1.230 | Acc: 64.564% (14297/22144) 173/391 
 [============================>....................................]  Step: 90ms | Tot: 15s685ms | Loss: 1.230 | Acc: 64.579% (14383/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s777ms | Loss: 1.230 | Acc: 64.580% (14466/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s870ms | Loss: 1.230 | Acc: 64.573% (14547/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s962ms | Loss: 1.231 | Acc: 64.544% (14623/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s54ms | Loss: 1.230 | Acc: 64.576% (14713/22784) 178/391 
 [=============================>...................................]  Step: 86ms | Tot: 16s140ms | Loss: 1.230 | Acc: 64.586% (14798/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s233ms | Loss: 1.229 | Acc: 64.605% (14885/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s326ms | Loss: 1.229 | Acc: 64.606% (14968/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s419ms | Loss: 1.229 | Acc: 64.573% (15043/23296) 182/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s511ms | Loss: 1.230 | Acc: 64.541% (15118/23424) 183/391 
 [==============================>..................................]  Step: 86ms | Tot: 16s598ms | Loss: 1.230 | Acc: 64.517% (15195/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s690ms | Loss: 1.229 | Acc: 64.565% (15289/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s782ms | Loss: 1.229 | Acc: 64.571% (15373/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s874ms | Loss: 1.229 | Acc: 64.564% (15454/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 16s967ms | Loss: 1.229 | Acc: 64.540% (15531/24064) 188/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s54ms | Loss: 1.228 | Acc: 64.534% (15612/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s147ms | Loss: 1.230 | Acc: 64.527% (15693/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s239ms | Loss: 1.230 | Acc: 64.504% (15770/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s331ms | Loss: 1.231 | Acc: 64.498% (15851/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s424ms | Loss: 1.231 | Acc: 64.467% (15926/24704) 193/391 
 [================================>................................]  Step: 87ms | Tot: 17s512ms | Loss: 1.231 | Acc: 64.441% (16002/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 17s604ms | Loss: 1.232 | Acc: 64.427% (16081/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s696ms | Loss: 1.232 | Acc: 64.425% (16163/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s789ms | Loss: 1.233 | Acc: 64.400% (16239/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 17s881ms | Loss: 1.233 | Acc: 64.382% (16317/25344) 198/391 
 [================================>................................]  Step: 91ms | Tot: 17s973ms | Loss: 1.233 | Acc: 64.377% (16398/25472) 199/391 
 [=================================>...............................]  Step: 90ms | Tot: 18s63ms | Loss: 1.233 | Acc: 64.363% (16477/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s156ms | Loss: 1.235 | Acc: 64.323% (16549/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s248ms | Loss: 1.236 | Acc: 64.302% (16626/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s341ms | Loss: 1.236 | Acc: 64.301% (16708/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s433ms | Loss: 1.238 | Acc: 64.254% (16778/26112) 204/391 
 [=================================>...............................]  Step: 86ms | Tot: 18s520ms | Loss: 1.238 | Acc: 64.238% (16856/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s612ms | Loss: 1.238 | Acc: 64.241% (16939/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s704ms | Loss: 1.238 | Acc: 64.225% (17017/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s796ms | Loss: 1.237 | Acc: 64.235% (17102/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s889ms | Loss: 1.236 | Acc: 64.246% (17187/26752) 209/391 
 [==================================>..............................]  Step: 86ms | Tot: 18s975ms | Loss: 1.237 | Acc: 64.260% (17273/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s68ms | Loss: 1.237 | Acc: 64.229% (17347/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s160ms | Loss: 1.238 | Acc: 64.191% (17419/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s253ms | Loss: 1.238 | Acc: 64.195% (17502/27264) 213/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s345ms | Loss: 1.237 | Acc: 64.190% (17583/27392) 214/391 
 [===================================>.............................]  Step: 84ms | Tot: 19s429ms | Loss: 1.237 | Acc: 64.201% (17668/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s521ms | Loss: 1.237 | Acc: 64.182% (17745/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s614ms | Loss: 1.237 | Acc: 64.181% (17827/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s706ms | Loss: 1.237 | Acc: 64.188% (17911/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 19s798ms | Loss: 1.237 | Acc: 64.202% (17997/28032) 219/391 
 [====================================>............................]  Step: 87ms | Tot: 19s886ms | Loss: 1.238 | Acc: 64.169% (18070/28160) 220/391 
 [====================================>............................]  Step: 91ms | Tot: 19s978ms | Loss: 1.238 | Acc: 64.165% (18151/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 20s71ms | Loss: 1.237 | Acc: 64.179% (18237/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s163ms | Loss: 1.237 | Acc: 64.171% (18317/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s255ms | Loss: 1.238 | Acc: 64.160% (18396/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s348ms | Loss: 1.237 | Acc: 64.167% (18480/28800) 225/391 
 [=====================================>...........................]  Step: 86ms | Tot: 20s434ms | Loss: 1.239 | Acc: 64.121% (18549/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s526ms | Loss: 1.239 | Acc: 64.142% (18637/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s619ms | Loss: 1.239 | Acc: 64.124% (18714/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s711ms | Loss: 1.239 | Acc: 64.103% (18790/29312) 229/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s804ms | Loss: 1.240 | Acc: 64.096% (18870/29440) 230/391 
 [======================================>..........................]  Step: 86ms | Tot: 20s890ms | Loss: 1.239 | Acc: 64.120% (18959/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s982ms | Loss: 1.240 | Acc: 64.100% (19035/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s74ms | Loss: 1.240 | Acc: 64.133% (19127/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s166ms | Loss: 1.239 | Acc: 64.139% (19211/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s259ms | Loss: 1.239 | Acc: 64.106% (19283/30080) 235/391 
 [=======================================>.........................]  Step: 88ms | Tot: 21s347ms | Loss: 1.240 | Acc: 64.109% (19366/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s439ms | Loss: 1.240 | Acc: 64.099% (19445/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s532ms | Loss: 1.239 | Acc: 64.115% (19532/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s624ms | Loss: 1.239 | Acc: 64.147% (19624/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s716ms | Loss: 1.239 | Acc: 64.150% (19707/30720) 240/391 
 [=======================================>.........................]  Step: 86ms | Tot: 21s803ms | Loss: 1.239 | Acc: 64.157% (19791/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 21s895ms | Loss: 1.239 | Acc: 64.156% (19873/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 21s987ms | Loss: 1.238 | Acc: 64.172% (19960/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 22s79ms | Loss: 1.239 | Acc: 64.146% (20034/31232) 244/391 
 [========================================>........................]  Step: 92ms | Tot: 22s172ms | Loss: 1.240 | Acc: 64.129% (20111/31360) 245/391 
 [========================================>........................]  Step: 91ms | Tot: 22s263ms | Loss: 1.240 | Acc: 64.110% (20187/31488) 246/391 
 [========================================>........................]  Step: 90ms | Tot: 22s354ms | Loss: 1.241 | Acc: 64.107% (20268/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s446ms | Loss: 1.241 | Acc: 64.116% (20353/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s538ms | Loss: 1.240 | Acc: 64.125% (20438/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s631ms | Loss: 1.241 | Acc: 64.125% (20520/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s723ms | Loss: 1.242 | Acc: 64.100% (20594/32128) 251/391 
 [=========================================>.......................]  Step: 86ms | Tot: 22s809ms | Loss: 1.242 | Acc: 64.081% (20670/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s902ms | Loss: 1.242 | Acc: 64.075% (20750/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 22s994ms | Loss: 1.242 | Acc: 64.087% (20836/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s87ms | Loss: 1.241 | Acc: 64.112% (20926/32640) 255/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s180ms | Loss: 1.242 | Acc: 64.072% (20995/32768) 256/391 
 [==========================================>......................]  Step: 87ms | Tot: 23s267ms | Loss: 1.242 | Acc: 64.084% (21081/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s359ms | Loss: 1.242 | Acc: 64.069% (21158/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s451ms | Loss: 1.244 | Acc: 64.029% (21227/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s544ms | Loss: 1.243 | Acc: 64.026% (21308/33280) 260/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s636ms | Loss: 1.243 | Acc: 64.003% (21382/33408) 261/391 
 [===========================================>.....................]  Step: 87ms | Tot: 23s724ms | Loss: 1.244 | Acc: 63.964% (21451/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s816ms | Loss: 1.244 | Acc: 63.947% (21527/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s908ms | Loss: 1.245 | Acc: 63.950% (21610/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s | Loss: 1.245 | Acc: 63.921% (21682/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 24s93ms | Loss: 1.246 | Acc: 63.913% (21761/34048) 266/391 
 [============================================>....................]  Step: 84ms | Tot: 24s178ms | Loss: 1.246 | Acc: 63.893% (21836/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 24s270ms | Loss: 1.246 | Acc: 63.888% (21916/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s363ms | Loss: 1.246 | Acc: 63.865% (21990/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s455ms | Loss: 1.247 | Acc: 63.831% (22060/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 24s547ms | Loss: 1.247 | Acc: 63.852% (22149/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s640ms | Loss: 1.247 | Acc: 63.841% (22227/34816) 272/391 
 [=============================================>...................]  Step: 86ms | Tot: 24s726ms | Loss: 1.247 | Acc: 63.828% (22304/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s819ms | Loss: 1.247 | Acc: 63.800% (22376/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s911ms | Loss: 1.247 | Acc: 63.812% (22462/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s3ms | Loss: 1.247 | Acc: 63.828% (22549/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s96ms | Loss: 1.247 | Acc: 63.840% (22635/35456) 277/391 
 [==============================================>..................]  Step: 85ms | Tot: 25s182ms | Loss: 1.247 | Acc: 63.855% (22722/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s274ms | Loss: 1.248 | Acc: 63.864% (22807/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s366ms | Loss: 1.247 | Acc: 63.864% (22889/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s459ms | Loss: 1.248 | Acc: 63.865% (22971/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s551ms | Loss: 1.248 | Acc: 63.855% (23049/36096) 282/391 
 [==============================================>..................]  Step: 87ms | Tot: 25s639ms | Loss: 1.247 | Acc: 63.853% (23130/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s731ms | Loss: 1.248 | Acc: 63.848% (23210/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s824ms | Loss: 1.248 | Acc: 63.838% (23288/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s916ms | Loss: 1.248 | Acc: 63.833% (23368/36608) 286/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s8ms | Loss: 1.249 | Acc: 63.812% (23442/36736) 287/391 
 [===============================================>.................]  Step: 87ms | Tot: 26s96ms | Loss: 1.249 | Acc: 63.797% (23518/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s188ms | Loss: 1.249 | Acc: 63.792% (23598/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s280ms | Loss: 1.249 | Acc: 63.796% (23681/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s372ms | Loss: 1.250 | Acc: 63.778% (23756/37248) 291/391 
 [================================================>................]  Step: 92ms | Tot: 26s465ms | Loss: 1.250 | Acc: 63.779% (23838/37376) 292/391 
 [================================================>................]  Step: 87ms | Tot: 26s552ms | Loss: 1.251 | Acc: 63.756% (23911/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 26s645ms | Loss: 1.251 | Acc: 63.770% (23998/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s738ms | Loss: 1.251 | Acc: 63.755% (24074/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s830ms | Loss: 1.252 | Acc: 63.740% (24150/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s922ms | Loss: 1.252 | Acc: 63.736% (24230/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s15ms | Loss: 1.253 | Acc: 63.711% (24302/38144) 298/391 
 [=================================================>...............]  Step: 86ms | Tot: 27s101ms | Loss: 1.253 | Acc: 63.715% (24385/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s193ms | Loss: 1.253 | Acc: 63.703% (24462/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s285ms | Loss: 1.253 | Acc: 63.678% (24534/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s378ms | Loss: 1.254 | Acc: 63.667% (24611/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s470ms | Loss: 1.254 | Acc: 63.658% (24689/38784) 303/391 
 [==================================================>..............]  Step: 87ms | Tot: 27s558ms | Loss: 1.254 | Acc: 63.651% (24768/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s650ms | Loss: 1.255 | Acc: 63.637% (24844/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s742ms | Loss: 1.255 | Acc: 63.641% (24927/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s835ms | Loss: 1.255 | Acc: 63.638% (25007/39296) 307/391 
 [===================================================>.............]  Step: 92ms | Tot: 27s927ms | Loss: 1.255 | Acc: 63.641% (25090/39424) 308/391 
 [===================================================>.............]  Step: 87ms | Tot: 28s14ms | Loss: 1.256 | Acc: 63.638% (25170/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s107ms | Loss: 1.256 | Acc: 63.619% (25244/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s199ms | Loss: 1.256 | Acc: 63.623% (25327/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s291ms | Loss: 1.257 | Acc: 63.592% (25396/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s384ms | Loss: 1.257 | Acc: 63.583% (25474/40064) 313/391 
 [====================================================>............]  Step: 87ms | Tot: 28s472ms | Loss: 1.258 | Acc: 63.570% (25550/40192) 314/391 
 [====================================================>............]  Step: 94ms | Tot: 28s566ms | Loss: 1.258 | Acc: 63.566% (25630/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s658ms | Loss: 1.259 | Acc: 63.531% (25697/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s751ms | Loss: 1.259 | Acc: 63.523% (25775/40576) 317/391 
 [====================================================>............]  Step: 92ms | Tot: 28s843ms | Loss: 1.259 | Acc: 63.507% (25850/40704) 318/391 
 [====================================================>............]  Step: 85ms | Tot: 28s929ms | Loss: 1.259 | Acc: 63.499% (25928/40832) 319/391 
 [=====================================================>...........]  Step: 94ms | Tot: 29s24ms | Loss: 1.260 | Acc: 63.494% (26007/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s116ms | Loss: 1.261 | Acc: 63.486% (26085/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s208ms | Loss: 1.261 | Acc: 63.466% (26158/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s300ms | Loss: 1.261 | Acc: 63.463% (26238/41344) 323/391 
 [=====================================================>...........]  Step: 90ms | Tot: 29s391ms | Loss: 1.260 | Acc: 63.462% (26319/41472) 324/391 
 [=====================================================>...........]  Step: 90ms | Tot: 29s482ms | Loss: 1.260 | Acc: 63.457% (26398/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s574ms | Loss: 1.260 | Acc: 63.466% (26483/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s666ms | Loss: 1.261 | Acc: 63.448% (26557/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s758ms | Loss: 1.261 | Acc: 63.450% (26639/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s851ms | Loss: 1.261 | Acc: 63.431% (26712/42112) 329/391 
 [======================================================>..........]  Step: 86ms | Tot: 29s937ms | Loss: 1.261 | Acc: 63.430% (26793/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s29ms | Loss: 1.262 | Acc: 63.425% (26872/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s122ms | Loss: 1.261 | Acc: 63.441% (26960/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s214ms | Loss: 1.262 | Acc: 63.429% (27036/42624) 333/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s307ms | Loss: 1.262 | Acc: 63.419% (27113/42752) 334/391 
 [=======================================================>.........]  Step: 86ms | Tot: 30s393ms | Loss: 1.262 | Acc: 63.414% (27192/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s485ms | Loss: 1.263 | Acc: 63.409% (27271/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s578ms | Loss: 1.263 | Acc: 63.420% (27357/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s670ms | Loss: 1.262 | Acc: 63.425% (27440/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 30s762ms | Loss: 1.263 | Acc: 63.417% (27518/43392) 339/391 
 [========================================================>........]  Step: 87ms | Tot: 30s850ms | Loss: 1.263 | Acc: 63.403% (27593/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 30s942ms | Loss: 1.264 | Acc: 63.389% (27668/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 31s34ms | Loss: 1.264 | Acc: 63.389% (27749/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s127ms | Loss: 1.264 | Acc: 63.379% (27826/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s219ms | Loss: 1.264 | Acc: 63.379% (27907/44032) 344/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s307ms | Loss: 1.264 | Acc: 63.367% (27983/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s399ms | Loss: 1.265 | Acc: 63.351% (28057/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s492ms | Loss: 1.265 | Acc: 63.349% (28137/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s585ms | Loss: 1.266 | Acc: 63.328% (28209/44544) 348/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s677ms | Loss: 1.266 | Acc: 63.339% (28295/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s769ms | Loss: 1.266 | Acc: 63.333% (28373/44800) 350/391 
 [==========================================================>......]  Step: 88ms | Tot: 31s858ms | Loss: 1.266 | Acc: 63.335% (28455/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s950ms | Loss: 1.266 | Acc: 63.332% (28535/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s42ms | Loss: 1.267 | Acc: 63.319% (28610/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s135ms | Loss: 1.267 | Acc: 63.319% (28691/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s227ms | Loss: 1.267 | Acc: 63.303% (28765/45440) 355/391 
 [===========================================================>.....]  Step: 85ms | Tot: 32s313ms | Loss: 1.267 | Acc: 63.288% (28839/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s405ms | Loss: 1.268 | Acc: 63.264% (28909/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s497ms | Loss: 1.268 | Acc: 63.262% (28989/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s590ms | Loss: 1.269 | Acc: 63.264% (29071/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s682ms | Loss: 1.268 | Acc: 63.273% (29156/46080) 360/391 
 [===========================================================>.....]  Step: 87ms | Tot: 32s769ms | Loss: 1.269 | Acc: 63.251% (29227/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 32s861ms | Loss: 1.269 | Acc: 63.247% (29306/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 32s954ms | Loss: 1.269 | Acc: 63.234% (29381/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s46ms | Loss: 1.269 | Acc: 63.247% (29468/46592) 364/391 
 [============================================================>....]  Step: 92ms | Tot: 33s139ms | Loss: 1.269 | Acc: 63.247% (29549/46720) 365/391 
 [============================================================>....]  Step: 87ms | Tot: 33s226ms | Loss: 1.269 | Acc: 63.251% (29632/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 33s318ms | Loss: 1.268 | Acc: 63.273% (29723/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s410ms | Loss: 1.268 | Acc: 63.279% (29807/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s503ms | Loss: 1.269 | Acc: 63.249% (29874/47232) 369/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s595ms | Loss: 1.269 | Acc: 63.256% (29958/47360) 370/391 
 [=============================================================>...]  Step: 85ms | Tot: 33s680ms | Loss: 1.269 | Acc: 63.260% (30041/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s772ms | Loss: 1.269 | Acc: 63.252% (30118/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s865ms | Loss: 1.269 | Acc: 63.239% (30193/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 33s957ms | Loss: 1.270 | Acc: 63.229% (30269/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s49ms | Loss: 1.270 | Acc: 63.235% (30353/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s141ms | Loss: 1.270 | Acc: 63.217% (30425/48128) 376/391 
 [==============================================================>..]  Step: 88ms | Tot: 34s230ms | Loss: 1.270 | Acc: 63.215% (30505/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s322ms | Loss: 1.271 | Acc: 63.221% (30589/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s415ms | Loss: 1.270 | Acc: 63.226% (30672/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s507ms | Loss: 1.270 | Acc: 63.232% (30756/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s599ms | Loss: 1.271 | Acc: 63.220% (30831/48768) 381/391 
 [===============================================================>.]  Step: 86ms | Tot: 34s685ms | Loss: 1.271 | Acc: 63.214% (30909/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s777ms | Loss: 1.271 | Acc: 63.206% (30986/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s870ms | Loss: 1.271 | Acc: 63.206% (31067/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s962ms | Loss: 1.271 | Acc: 63.212% (31151/49280) 385/391 
 [================================================================>]  Step: 92ms | Tot: 35s54ms | Loss: 1.271 | Acc: 63.200% (31226/49408) 386/391 
 [================================================================>]  Step: 89ms | Tot: 35s144ms | Loss: 1.272 | Acc: 63.186% (31300/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 35s236ms | Loss: 1.272 | Acc: 63.175% (31375/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s328ms | Loss: 1.273 | Acc: 63.169% (31453/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s421ms | Loss: 1.273 | Acc: 63.151% (31525/49920) 390/391 
 [================================================================>]  Step: 66ms | Tot: 35s487ms | Loss: 1.274 | Acc: 63.138% (31569/50000) 391/391 
 [>................................................................]  Step: 178ms | Tot: 0ms | Loss: 1.527 | Acc: 58.000% (58/100)    1/100 
 [>................................................................]  Step: 25ms | Tot: 25ms | Loss: 1.522 | Acc: 59.000% (118/200)   2/100 
 [=>...............................................................]  Step: 28ms | Tot: 53ms | Loss: 1.523 | Acc: 60.333% (181/300)   3/100 
 [=>...............................................................]  Step: 25ms | Tot: 79ms | Loss: 1.514 | Acc: 60.500% (242/400)   4/100 
 [==>..............................................................]  Step: 25ms | Tot: 105ms | Loss: 1.570 | Acc: 59.200% (296/500)  5/100 
 [===>.............................................................]  Step: 25ms | Tot: 131ms | Loss: 1.705 | Acc: 56.167% (337/600)  6/100 
 [===>.............................................................]  Step: 25ms | Tot: 157ms | Loss: 1.663 | Acc: 56.714% (397/700)  7/100 
 [====>............................................................]  Step: 25ms | Tot: 183ms | Loss: 1.618 | Acc: 57.000% (456/800)  8/100 
 [=====>...........................................................]  Step: 21ms | Tot: 204ms | Loss: 1.660 | Acc: 56.111% (505/900)  9/100 
 [=====>...........................................................]  Step: 26ms | Tot: 230ms | Loss: 1.645 | Acc: 56.600% (566/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 256ms | Loss: 1.665 | Acc: 55.909% (615/1100) 11/100 
 [=======>.........................................................]  Step: 26ms | Tot: 282ms | Loss: 1.680 | Acc: 55.417% (665/1200) 12/100 
 [=======>.........................................................]  Step: 25ms | Tot: 308ms | Loss: 1.663 | Acc: 55.769% (725/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 334ms | Loss: 1.659 | Acc: 55.714% (780/1400) 14/100 
 [=========>.......................................................]  Step: 26ms | Tot: 360ms | Loss: 1.649 | Acc: 56.000% (840/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 385ms | Loss: 1.656 | Acc: 55.750% (892/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 411ms | Loss: 1.661 | Acc: 55.765% (948/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 437ms | Loss: 1.677 | Acc: 55.611% (1001/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 463ms | Loss: 1.669 | Acc: 55.632% (1057/1900) 19/100 
 [============>....................................................]  Step: 25ms | Tot: 489ms | Loss: 1.661 | Acc: 55.750% (1115/2000) 20/100 
 [=============>...................................................]  Step: 26ms | Tot: 515ms | Loss: 1.664 | Acc: 56.000% (1176/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 541ms | Loss: 1.676 | Acc: 55.773% (1227/2200) 22/100 
 [==============>..................................................]  Step: 25ms | Tot: 567ms | Loss: 1.685 | Acc: 55.391% (1274/2300) 23/100 
 [==============>..................................................]  Step: 26ms | Tot: 593ms | Loss: 1.687 | Acc: 55.292% (1327/2400) 24/100 
 [===============>.................................................]  Step: 21ms | Tot: 614ms | Loss: 1.680 | Acc: 55.280% (1382/2500) 25/100 
 [================>................................................]  Step: 26ms | Tot: 640ms | Loss: 1.675 | Acc: 55.385% (1440/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 666ms | Loss: 1.677 | Acc: 55.667% (1503/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 692ms | Loss: 1.673 | Acc: 55.893% (1565/2800) 28/100 
 [==================>..............................................]  Step: 25ms | Tot: 718ms | Loss: 1.687 | Acc: 55.655% (1614/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 744ms | Loss: 1.686 | Acc: 55.667% (1670/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 770ms | Loss: 1.691 | Acc: 55.548% (1722/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 795ms | Loss: 1.682 | Acc: 55.656% (1781/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 821ms | Loss: 1.683 | Acc: 55.727% (1839/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 847ms | Loss: 1.688 | Acc: 55.529% (1888/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 873ms | Loss: 1.686 | Acc: 55.400% (1939/3500) 35/100 
 [======================>..........................................]  Step: 26ms | Tot: 899ms | Loss: 1.687 | Acc: 55.361% (1993/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 925ms | Loss: 1.688 | Acc: 55.297% (2046/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 951ms | Loss: 1.680 | Acc: 55.421% (2106/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 976ms | Loss: 1.672 | Acc: 55.513% (2165/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 1s2ms | Loss: 1.666 | Acc: 55.800% (2232/4000) 40/100 
 [==========================>......................................]  Step: 20ms | Tot: 1s23ms | Loss: 1.664 | Acc: 55.683% (2283/4100) 41/100 
 [==========================>......................................]  Step: 27ms | Tot: 1s51ms | Loss: 1.661 | Acc: 55.643% (2337/4200) 42/100 
 [===========================>.....................................]  Step: 27ms | Tot: 1s78ms | Loss: 1.658 | Acc: 55.837% (2401/4300) 43/100 
 [===========================>.....................................]  Step: 26ms | Tot: 1s105ms | Loss: 1.665 | Acc: 55.659% (2449/4400) 44/100 
 [============================>....................................]  Step: 25ms | Tot: 1s131ms | Loss: 1.661 | Acc: 55.778% (2510/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s156ms | Loss: 1.659 | Acc: 55.652% (2560/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s182ms | Loss: 1.660 | Acc: 55.574% (2612/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s208ms | Loss: 1.662 | Acc: 55.583% (2668/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s234ms | Loss: 1.674 | Acc: 55.367% (2713/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s260ms | Loss: 1.677 | Acc: 55.320% (2766/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s286ms | Loss: 1.676 | Acc: 55.392% (2825/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s312ms | Loss: 1.677 | Acc: 55.365% (2879/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s337ms | Loss: 1.677 | Acc: 55.377% (2935/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s363ms | Loss: 1.671 | Acc: 55.481% (2996/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s389ms | Loss: 1.674 | Acc: 55.327% (3043/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s415ms | Loss: 1.670 | Acc: 55.286% (3096/5600) 56/100 
 [====================================>............................]  Step: 23ms | Tot: 1s438ms | Loss: 1.664 | Acc: 55.368% (3156/5700) 57/100 
 [=====================================>...........................]  Step: 23ms | Tot: 1s462ms | Loss: 1.663 | Acc: 55.379% (3212/5800) 58/100 
 [=====================================>...........................]  Step: 26ms | Tot: 1s488ms | Loss: 1.662 | Acc: 55.339% (3265/5900) 59/100 
 [======================================>..........................]  Step: 26ms | Tot: 1s514ms | Loss: 1.662 | Acc: 55.267% (3316/6000) 60/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s540ms | Loss: 1.664 | Acc: 55.197% (3367/6100) 61/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s566ms | Loss: 1.667 | Acc: 55.129% (3418/6200) 62/100 
 [========================================>........................]  Step: 25ms | Tot: 1s592ms | Loss: 1.666 | Acc: 55.175% (3476/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s618ms | Loss: 1.661 | Acc: 55.297% (3539/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s644ms | Loss: 1.661 | Acc: 55.354% (3598/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s670ms | Loss: 1.670 | Acc: 55.242% (3646/6600) 66/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s696ms | Loss: 1.668 | Acc: 55.254% (3702/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s722ms | Loss: 1.669 | Acc: 55.191% (3753/6800) 68/100 
 [============================================>....................]  Step: 25ms | Tot: 1s747ms | Loss: 1.668 | Acc: 55.217% (3810/6900) 69/100 
 [============================================>....................]  Step: 25ms | Tot: 1s773ms | Loss: 1.669 | Acc: 55.200% (3864/7000) 70/100 
 [=============================================>...................]  Step: 25ms | Tot: 1s799ms | Loss: 1.671 | Acc: 55.183% (3918/7100) 71/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s825ms | Loss: 1.669 | Acc: 55.236% (3977/7200) 72/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s851ms | Loss: 1.669 | Acc: 55.274% (4035/7300) 73/100 
 [===============================================>.................]  Step: 19ms | Tot: 1s871ms | Loss: 1.670 | Acc: 55.284% (4091/7400) 74/100 
 [================================================>................]  Step: 26ms | Tot: 1s897ms | Loss: 1.671 | Acc: 55.280% (4146/7500) 75/100 
 [================================================>................]  Step: 25ms | Tot: 1s923ms | Loss: 1.672 | Acc: 55.237% (4198/7600) 76/100 
 [=================================================>...............]  Step: 25ms | Tot: 1s949ms | Loss: 1.673 | Acc: 55.260% (4255/7700) 77/100 
 [==================================================>..............]  Step: 25ms | Tot: 1s974ms | Loss: 1.677 | Acc: 55.205% (4306/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 2s | Loss: 1.677 | Acc: 55.228% (4363/7900)   79/100 
 [===================================================>.............]  Step: 25ms | Tot: 2s26ms | Loss: 1.676 | Acc: 55.212% (4417/8000) 80/100 
 [====================================================>............]  Step: 26ms | Tot: 2s52ms | Loss: 1.674 | Acc: 55.284% (4478/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s78ms | Loss: 1.674 | Acc: 55.256% (4531/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s104ms | Loss: 1.675 | Acc: 55.253% (4586/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s130ms | Loss: 1.671 | Acc: 55.321% (4647/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s156ms | Loss: 1.669 | Acc: 55.376% (4707/8500) 85/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s182ms | Loss: 1.664 | Acc: 55.465% (4770/8600) 86/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s208ms | Loss: 1.663 | Acc: 55.483% (4827/8700) 87/100 
 [========================================================>........]  Step: 25ms | Tot: 2s234ms | Loss: 1.660 | Acc: 55.534% (4887/8800) 88/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s260ms | Loss: 1.663 | Acc: 55.449% (4935/8900) 89/100 
 [=========================================================>.......]  Step: 21ms | Tot: 2s281ms | Loss: 1.660 | Acc: 55.522% (4997/9000) 90/100 
 [==========================================================>......]  Step: 23ms | Tot: 2s304ms | Loss: 1.663 | Acc: 55.516% (5052/9100) 91/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s330ms | Loss: 1.663 | Acc: 55.533% (5109/9200) 92/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s356ms | Loss: 1.663 | Acc: 55.591% (5170/9300) 93/100 
 [============================================================>....]  Step: 25ms | Tot: 2s382ms | Loss: 1.661 | Acc: 55.638% (5230/9400) 94/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s408ms | Loss: 1.663 | Acc: 55.621% (5284/9500) 95/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s434ms | Loss: 1.660 | Acc: 55.667% (5344/9600) 96/100 
 [==============================================================>..]  Step: 25ms | Tot: 2s460ms | Loss: 1.659 | Acc: 55.680% (5401/9700) 97/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s486ms | Loss: 1.659 | Acc: 55.694% (5458/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s511ms | Loss: 1.663 | Acc: 55.596% (5504/9900) 99/100 
 [================================================================>]  Step: 26ms | Tot: 2s537ms | Loss: 1.662 | Acc: 55.620% (5562/10000) 100/100 
Saving..

Epoch: 16
 [>................................................................]  Step: 400ms | Tot: 0ms | Loss: 1.302 | Acc: 59.375% (76/128)    1/391 
 [>................................................................]  Step: 92ms | Tot: 92ms | Loss: 1.193 | Acc: 66.406% (170/256)   2/391 
 [>................................................................]  Step: 92ms | Tot: 184ms | Loss: 1.168 | Acc: 66.667% (256/384)  3/391 
 [>................................................................]  Step: 92ms | Tot: 276ms | Loss: 1.100 | Acc: 69.336% (355/512)  4/391 
 [>................................................................]  Step: 92ms | Tot: 369ms | Loss: 1.088 | Acc: 70.312% (450/640)  5/391 
 [>................................................................]  Step: 87ms | Tot: 456ms | Loss: 1.105 | Acc: 69.141% (531/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 548ms | Loss: 1.119 | Acc: 67.746% (607/896)  7/391 
 [=>...............................................................]  Step: 92ms | Tot: 640ms | Loss: 1.151 | Acc: 66.406% (680/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 733ms | Loss: 1.144 | Acc: 66.753% (769/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 825ms | Loss: 1.134 | Acc: 67.578% (865/1280) 10/391 
 [=>...............................................................]  Step: 87ms | Tot: 912ms | Loss: 1.139 | Acc: 67.401% (949/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s5ms | Loss: 1.146 | Acc: 67.383% (1035/1536) 12/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s97ms | Loss: 1.154 | Acc: 67.067% (1116/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s189ms | Loss: 1.155 | Acc: 66.908% (1199/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s281ms | Loss: 1.146 | Acc: 67.031% (1287/1920) 15/391 
 [==>..............................................................]  Step: 87ms | Tot: 1s369ms | Loss: 1.148 | Acc: 67.188% (1376/2048) 16/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s462ms | Loss: 1.149 | Acc: 67.096% (1460/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s554ms | Loss: 1.146 | Acc: 67.361% (1552/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s646ms | Loss: 1.142 | Acc: 67.516% (1642/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s739ms | Loss: 1.142 | Acc: 67.500% (1728/2560) 20/391 
 [===>.............................................................]  Step: 90ms | Tot: 1s829ms | Loss: 1.152 | Acc: 67.485% (1814/2688) 21/391 
 [===>.............................................................]  Step: 90ms | Tot: 1s919ms | Loss: 1.150 | Acc: 67.401% (1898/2816) 22/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s11ms | Loss: 1.145 | Acc: 67.391% (1984/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s103ms | Loss: 1.142 | Acc: 67.350% (2069/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s195ms | Loss: 1.143 | Acc: 67.312% (2154/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s288ms | Loss: 1.147 | Acc: 67.097% (2233/3328) 26/391 
 [====>............................................................]  Step: 87ms | Tot: 2s375ms | Loss: 1.154 | Acc: 66.927% (2313/3456) 27/391 
 [====>............................................................]  Step: 92ms | Tot: 2s468ms | Loss: 1.163 | Acc: 66.657% (2389/3584) 28/391 
 [====>............................................................]  Step: 92ms | Tot: 2s560ms | Loss: 1.159 | Acc: 66.810% (2480/3712) 29/391 
 [====>............................................................]  Step: 92ms | Tot: 2s652ms | Loss: 1.156 | Acc: 66.901% (2569/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s745ms | Loss: 1.154 | Acc: 66.885% (2654/3968) 31/391 
 [=====>...........................................................]  Step: 87ms | Tot: 2s832ms | Loss: 1.157 | Acc: 66.821% (2737/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s924ms | Loss: 1.162 | Acc: 66.596% (2813/4224) 33/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s16ms | Loss: 1.160 | Acc: 66.659% (2901/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s109ms | Loss: 1.162 | Acc: 66.540% (2981/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s201ms | Loss: 1.163 | Acc: 66.385% (3059/4608) 36/391 
 [=====>...........................................................]  Step: 87ms | Tot: 3s288ms | Loss: 1.158 | Acc: 66.491% (3149/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s380ms | Loss: 1.154 | Acc: 66.571% (3238/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s473ms | Loss: 1.158 | Acc: 66.526% (3321/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s565ms | Loss: 1.162 | Acc: 66.426% (3401/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s657ms | Loss: 1.162 | Acc: 66.387% (3484/5248) 41/391 
 [======>..........................................................]  Step: 85ms | Tot: 3s743ms | Loss: 1.166 | Acc: 66.369% (3568/5376) 42/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s835ms | Loss: 1.172 | Acc: 66.225% (3645/5504) 43/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s927ms | Loss: 1.173 | Acc: 66.087% (3722/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s20ms | Loss: 1.174 | Acc: 65.990% (3801/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s112ms | Loss: 1.178 | Acc: 65.880% (3879/5888) 46/391 
 [=======>.........................................................]  Step: 89ms | Tot: 4s202ms | Loss: 1.174 | Acc: 65.941% (3967/6016) 47/391 
 [=======>.........................................................]  Step: 90ms | Tot: 4s293ms | Loss: 1.168 | Acc: 66.097% (4061/6144) 48/391 
 [=======>.........................................................]  Step: 94ms | Tot: 4s387ms | Loss: 1.163 | Acc: 66.263% (4156/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s479ms | Loss: 1.165 | Acc: 66.156% (4234/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s572ms | Loss: 1.166 | Acc: 66.222% (4323/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s664ms | Loss: 1.168 | Acc: 66.151% (4403/6656) 52/391 
 [========>........................................................]  Step: 86ms | Tot: 4s750ms | Loss: 1.168 | Acc: 66.215% (4492/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s843ms | Loss: 1.171 | Acc: 66.088% (4568/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s935ms | Loss: 1.171 | Acc: 66.051% (4650/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s27ms | Loss: 1.173 | Acc: 66.002% (4731/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s120ms | Loss: 1.172 | Acc: 65.995% (4815/7296) 57/391 
 [=========>.......................................................]  Step: 86ms | Tot: 5s206ms | Loss: 1.174 | Acc: 65.854% (4889/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s298ms | Loss: 1.176 | Acc: 65.757% (4966/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s390ms | Loss: 1.175 | Acc: 65.755% (5050/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s482ms | Loss: 1.175 | Acc: 65.804% (5138/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s574ms | Loss: 1.178 | Acc: 65.751% (5218/7936) 62/391 
 [==========>......................................................]  Step: 87ms | Tot: 5s662ms | Loss: 1.178 | Acc: 65.786% (5305/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s754ms | Loss: 1.177 | Acc: 65.796% (5390/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s847ms | Loss: 1.177 | Acc: 65.793% (5474/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s939ms | Loss: 1.186 | Acc: 65.625% (5544/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 6s31ms | Loss: 1.186 | Acc: 65.567% (5623/8576) 67/391 
 [===========>.....................................................]  Step: 87ms | Tot: 6s119ms | Loss: 1.188 | Acc: 65.510% (5702/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s211ms | Loss: 1.188 | Acc: 65.534% (5788/8832) 69/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s303ms | Loss: 1.189 | Acc: 65.547% (5873/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s396ms | Loss: 1.189 | Acc: 65.559% (5958/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s488ms | Loss: 1.188 | Acc: 65.582% (6044/9216) 72/391 
 [===========>.....................................................]  Step: 90ms | Tot: 6s578ms | Loss: 1.190 | Acc: 65.529% (6123/9344) 73/391 
 [============>....................................................]  Step: 89ms | Tot: 6s668ms | Loss: 1.188 | Acc: 65.488% (6203/9472) 74/391 
 [============>....................................................]  Step: 92ms | Tot: 6s760ms | Loss: 1.187 | Acc: 65.500% (6288/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s853ms | Loss: 1.186 | Acc: 65.481% (6370/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s945ms | Loss: 1.186 | Acc: 65.524% (6458/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 7s37ms | Loss: 1.186 | Acc: 65.525% (6542/9984) 78/391 
 [============>....................................................]  Step: 85ms | Tot: 7s123ms | Loss: 1.186 | Acc: 65.526% (6626/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s216ms | Loss: 1.186 | Acc: 65.537% (6711/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s308ms | Loss: 1.185 | Acc: 65.509% (6792/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s400ms | Loss: 1.188 | Acc: 65.454% (6870/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s493ms | Loss: 1.189 | Acc: 65.418% (6950/10624) 83/391 
 [=============>...................................................]  Step: 84ms | Tot: 7s577ms | Loss: 1.190 | Acc: 65.420% (7034/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s669ms | Loss: 1.192 | Acc: 65.395% (7115/10880) 85/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s761ms | Loss: 1.193 | Acc: 65.343% (7193/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s854ms | Loss: 1.193 | Acc: 65.338% (7276/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s946ms | Loss: 1.193 | Acc: 65.368% (7363/11264) 88/391 
 [==============>..................................................]  Step: 87ms | Tot: 8s34ms | Loss: 1.191 | Acc: 65.432% (7454/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s126ms | Loss: 1.192 | Acc: 65.382% (7532/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s218ms | Loss: 1.194 | Acc: 65.307% (7607/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s310ms | Loss: 1.193 | Acc: 65.302% (7690/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s403ms | Loss: 1.195 | Acc: 65.297% (7773/11904) 93/391 
 [===============>.................................................]  Step: 85ms | Tot: 8s488ms | Loss: 1.196 | Acc: 65.234% (7849/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s580ms | Loss: 1.197 | Acc: 65.214% (7930/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s673ms | Loss: 1.197 | Acc: 65.243% (8017/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s765ms | Loss: 1.196 | Acc: 65.319% (8110/12416) 97/391 
 [================>................................................]  Step: 92ms | Tot: 8s857ms | Loss: 1.199 | Acc: 65.250% (8185/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s950ms | Loss: 1.198 | Acc: 65.223% (8265/12672) 99/391 
 [================>................................................]  Step: 85ms | Tot: 9s35ms | Loss: 1.201 | Acc: 65.164% (8341/12800) 100/391 
 [================>................................................]  Step: 92ms | Tot: 9s128ms | Loss: 1.202 | Acc: 65.145% (8422/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s220ms | Loss: 1.199 | Acc: 65.219% (8515/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s312ms | Loss: 1.200 | Acc: 65.215% (8598/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s404ms | Loss: 1.202 | Acc: 65.144% (8672/13312) 104/391 
 [=================>...............................................]  Step: 87ms | Tot: 9s492ms | Loss: 1.202 | Acc: 65.141% (8755/13440) 105/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s584ms | Loss: 1.203 | Acc: 65.102% (8833/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s677ms | Loss: 1.204 | Acc: 65.019% (8905/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s769ms | Loss: 1.204 | Acc: 65.025% (8989/13824) 108/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s861ms | Loss: 1.207 | Acc: 64.923% (9058/13952) 109/391 
 [==================>..............................................]  Step: 87ms | Tot: 9s949ms | Loss: 1.207 | Acc: 64.901% (9138/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s41ms | Loss: 1.209 | Acc: 64.879% (9218/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s133ms | Loss: 1.210 | Acc: 64.858% (9298/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s226ms | Loss: 1.208 | Acc: 64.858% (9381/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s318ms | Loss: 1.211 | Acc: 64.782% (9453/14592) 114/391 
 [==================>..............................................]  Step: 87ms | Tot: 10s406ms | Loss: 1.212 | Acc: 64.721% (9527/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s498ms | Loss: 1.213 | Acc: 64.716% (9609/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s590ms | Loss: 1.212 | Acc: 64.744% (9696/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s682ms | Loss: 1.212 | Acc: 64.744% (9779/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s775ms | Loss: 1.212 | Acc: 64.719% (9858/15232) 119/391 
 [===================>.............................................]  Step: 87ms | Tot: 10s862ms | Loss: 1.213 | Acc: 64.681% (9935/15360) 120/391 
 [===================>.............................................]  Step: 91ms | Tot: 10s954ms | Loss: 1.215 | Acc: 64.657% (10014/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 11s46ms | Loss: 1.215 | Acc: 64.620% (10091/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 11s139ms | Loss: 1.215 | Acc: 64.628% (10175/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 11s231ms | Loss: 1.217 | Acc: 64.585% (10251/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s323ms | Loss: 1.216 | Acc: 64.588% (10334/16000) 125/391 
 [====================>............................................]  Step: 87ms | Tot: 11s411ms | Loss: 1.216 | Acc: 64.571% (10414/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 11s504ms | Loss: 1.217 | Acc: 64.542% (10492/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s596ms | Loss: 1.217 | Acc: 64.532% (10573/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s689ms | Loss: 1.218 | Acc: 64.511% (10652/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s781ms | Loss: 1.219 | Acc: 64.519% (10736/16640) 130/391 
 [=====================>...........................................]  Step: 86ms | Tot: 11s867ms | Loss: 1.218 | Acc: 64.546% (10823/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s959ms | Loss: 1.218 | Acc: 64.489% (10896/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 12s51ms | Loss: 1.220 | Acc: 64.444% (10971/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s144ms | Loss: 1.219 | Acc: 64.459% (11056/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s236ms | Loss: 1.220 | Acc: 64.444% (11136/17280) 135/391 
 [======================>..........................................]  Step: 87ms | Tot: 12s323ms | Loss: 1.220 | Acc: 64.430% (11216/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s416ms | Loss: 1.218 | Acc: 64.490% (11309/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s508ms | Loss: 1.218 | Acc: 64.527% (11398/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s600ms | Loss: 1.219 | Acc: 64.490% (11474/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s693ms | Loss: 1.221 | Acc: 64.448% (11549/17920) 140/391 
 [=======================>.........................................]  Step: 87ms | Tot: 12s780ms | Loss: 1.221 | Acc: 64.406% (11624/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s873ms | Loss: 1.222 | Acc: 64.387% (11703/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s965ms | Loss: 1.222 | Acc: 64.352% (11779/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s57ms | Loss: 1.222 | Acc: 64.328% (11857/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s150ms | Loss: 1.222 | Acc: 64.321% (11938/18560) 145/391 
 [========================>........................................]  Step: 88ms | Tot: 13s238ms | Loss: 1.222 | Acc: 64.303% (12017/18688) 146/391 
 [========================>........................................]  Step: 90ms | Tot: 13s328ms | Loss: 1.222 | Acc: 64.296% (12098/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 13s420ms | Loss: 1.221 | Acc: 64.358% (12192/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s513ms | Loss: 1.221 | Acc: 64.377% (12278/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s605ms | Loss: 1.220 | Acc: 64.365% (12358/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s697ms | Loss: 1.222 | Acc: 64.342% (12436/19328) 151/391 
 [=========================>.......................................]  Step: 87ms | Tot: 13s784ms | Loss: 1.220 | Acc: 64.397% (12529/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s876ms | Loss: 1.221 | Acc: 64.379% (12608/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s969ms | Loss: 1.222 | Acc: 64.326% (12680/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s61ms | Loss: 1.223 | Acc: 64.299% (12757/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s154ms | Loss: 1.224 | Acc: 64.273% (12834/19968) 156/391 
 [=========================>.......................................]  Step: 87ms | Tot: 14s241ms | Loss: 1.225 | Acc: 64.252% (12912/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s334ms | Loss: 1.225 | Acc: 64.241% (12992/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s426ms | Loss: 1.225 | Acc: 64.269% (13080/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s518ms | Loss: 1.224 | Acc: 64.326% (13174/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s611ms | Loss: 1.224 | Acc: 64.344% (13260/20608) 161/391 
 [==========================>......................................]  Step: 87ms | Tot: 14s698ms | Loss: 1.224 | Acc: 64.352% (13344/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s790ms | Loss: 1.225 | Acc: 64.360% (13428/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s882ms | Loss: 1.226 | Acc: 64.348% (13508/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s975ms | Loss: 1.227 | Acc: 64.309% (13582/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s67ms | Loss: 1.228 | Acc: 64.246% (13651/21248) 166/391 
 [===========================>.....................................]  Step: 87ms | Tot: 15s155ms | Loss: 1.229 | Acc: 64.231% (13730/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s247ms | Loss: 1.230 | Acc: 64.230% (13812/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s339ms | Loss: 1.231 | Acc: 64.210% (13890/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s431ms | Loss: 1.232 | Acc: 64.182% (13966/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s524ms | Loss: 1.231 | Acc: 64.213% (14055/21888) 171/391 
 [============================>....................................]  Step: 87ms | Tot: 15s611ms | Loss: 1.230 | Acc: 64.258% (14147/22016) 172/391 
 [============================>....................................]  Step: 91ms | Tot: 15s703ms | Loss: 1.231 | Acc: 64.261% (14230/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 15s796ms | Loss: 1.231 | Acc: 64.269% (14314/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s889ms | Loss: 1.231 | Acc: 64.272% (14397/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s981ms | Loss: 1.231 | Acc: 64.262% (14477/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s73ms | Loss: 1.231 | Acc: 64.230% (14552/22656) 177/391 
 [=============================>...................................]  Step: 86ms | Tot: 16s160ms | Loss: 1.230 | Acc: 64.238% (14636/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s252ms | Loss: 1.232 | Acc: 64.202% (14710/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s344ms | Loss: 1.232 | Acc: 64.184% (14788/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s437ms | Loss: 1.233 | Acc: 64.175% (14868/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s529ms | Loss: 1.234 | Acc: 64.148% (14944/23296) 182/391 
 [==============================>..................................]  Step: 86ms | Tot: 16s616ms | Loss: 1.233 | Acc: 64.203% (15039/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s708ms | Loss: 1.233 | Acc: 64.190% (15118/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s801ms | Loss: 1.233 | Acc: 64.185% (15199/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s893ms | Loss: 1.234 | Acc: 64.155% (15274/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s985ms | Loss: 1.234 | Acc: 64.150% (15355/23936) 187/391 
 [===============================>.................................]  Step: 85ms | Tot: 17s71ms | Loss: 1.235 | Acc: 64.141% (15435/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s164ms | Loss: 1.235 | Acc: 64.129% (15514/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s256ms | Loss: 1.235 | Acc: 64.124% (15595/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s348ms | Loss: 1.235 | Acc: 64.140% (15681/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s441ms | Loss: 1.234 | Acc: 64.197% (15777/24576) 192/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s528ms | Loss: 1.234 | Acc: 64.180% (15855/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s621ms | Loss: 1.234 | Acc: 64.207% (15944/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 17s713ms | Loss: 1.233 | Acc: 64.203% (16025/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s805ms | Loss: 1.234 | Acc: 64.178% (16101/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s898ms | Loss: 1.235 | Acc: 64.162% (16179/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 17s990ms | Loss: 1.235 | Acc: 64.153% (16259/25344) 198/391 
 [================================>................................]  Step: 90ms | Tot: 18s80ms | Loss: 1.235 | Acc: 64.153% (16341/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s173ms | Loss: 1.236 | Acc: 64.141% (16420/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s266ms | Loss: 1.236 | Acc: 64.148% (16504/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s358ms | Loss: 1.236 | Acc: 64.163% (16590/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s450ms | Loss: 1.236 | Acc: 64.139% (16666/25984) 203/391 
 [=================================>...............................]  Step: 86ms | Tot: 18s537ms | Loss: 1.236 | Acc: 64.147% (16750/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s629ms | Loss: 1.237 | Acc: 64.108% (16822/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s721ms | Loss: 1.237 | Acc: 64.135% (16911/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s814ms | Loss: 1.237 | Acc: 64.115% (16988/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s906ms | Loss: 1.238 | Acc: 64.100% (17066/26624) 208/391 
 [==================================>..............................]  Step: 87ms | Tot: 18s994ms | Loss: 1.237 | Acc: 64.115% (17152/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s86ms | Loss: 1.238 | Acc: 64.115% (17234/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s178ms | Loss: 1.237 | Acc: 64.125% (17319/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s270ms | Loss: 1.237 | Acc: 64.125% (17401/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s363ms | Loss: 1.237 | Acc: 64.136% (17486/27264) 213/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s450ms | Loss: 1.236 | Acc: 64.157% (17574/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s542ms | Loss: 1.237 | Acc: 64.153% (17655/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s635ms | Loss: 1.238 | Acc: 64.113% (17726/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s727ms | Loss: 1.239 | Acc: 64.066% (17795/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s819ms | Loss: 1.241 | Acc: 64.016% (17863/27904) 218/391 
 [====================================>............................]  Step: 86ms | Tot: 19s906ms | Loss: 1.242 | Acc: 63.998% (17940/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 19s999ms | Loss: 1.242 | Acc: 64.002% (18023/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 20s91ms | Loss: 1.242 | Acc: 64.006% (18106/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 20s183ms | Loss: 1.243 | Acc: 63.985% (18182/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s275ms | Loss: 1.243 | Acc: 63.996% (18267/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s367ms | Loss: 1.243 | Acc: 63.993% (18348/28672) 224/391 
 [=====================================>...........................]  Step: 90ms | Tot: 20s458ms | Loss: 1.243 | Acc: 63.997% (18431/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s550ms | Loss: 1.244 | Acc: 63.983% (18509/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s642ms | Loss: 1.245 | Acc: 63.983% (18591/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s735ms | Loss: 1.245 | Acc: 63.973% (18670/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s827ms | Loss: 1.245 | Acc: 63.987% (18756/29312) 229/391 
 [======================================>..........................]  Step: 85ms | Tot: 20s913ms | Loss: 1.245 | Acc: 63.978% (18835/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s6ms | Loss: 1.246 | Acc: 63.964% (18913/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s98ms | Loss: 1.246 | Acc: 63.938% (18987/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s191ms | Loss: 1.247 | Acc: 63.915% (19062/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s283ms | Loss: 1.247 | Acc: 63.899% (19139/29952) 234/391 
 [======================================>..........................]  Step: 86ms | Tot: 21s369ms | Loss: 1.246 | Acc: 63.896% (19220/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s462ms | Loss: 1.245 | Acc: 63.917% (19308/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s554ms | Loss: 1.246 | Acc: 63.904% (19386/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s647ms | Loss: 1.246 | Acc: 63.892% (19464/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s739ms | Loss: 1.246 | Acc: 63.909% (19551/30592) 239/391 
 [=======================================>.........................]  Step: 87ms | Tot: 21s826ms | Loss: 1.246 | Acc: 63.903% (19631/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s918ms | Loss: 1.247 | Acc: 63.900% (19712/30848) 241/391 
 [========================================>........................]  Step: 94ms | Tot: 22s13ms | Loss: 1.246 | Acc: 63.904% (19795/30976) 242/391 
 [========================================>........................]  Step: 94ms | Tot: 22s107ms | Loss: 1.246 | Acc: 63.905% (19877/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 22s199ms | Loss: 1.247 | Acc: 63.886% (19953/31232) 244/391 
 [========================================>........................]  Step: 87ms | Tot: 22s286ms | Loss: 1.247 | Acc: 63.893% (20037/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 22s378ms | Loss: 1.246 | Acc: 63.901% (20121/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 22s471ms | Loss: 1.247 | Acc: 63.911% (20206/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s563ms | Loss: 1.246 | Acc: 63.930% (20294/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s655ms | Loss: 1.247 | Acc: 63.912% (20370/31872) 249/391 
 [=========================================>.......................]  Step: 87ms | Tot: 22s742ms | Loss: 1.247 | Acc: 63.922% (20455/32000) 250/391 
 [=========================================>.......................]  Step: 90ms | Tot: 22s832ms | Loss: 1.246 | Acc: 63.932% (20540/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s925ms | Loss: 1.247 | Acc: 63.935% (20623/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 23s17ms | Loss: 1.246 | Acc: 63.942% (20707/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s110ms | Loss: 1.248 | Acc: 63.906% (20777/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s202ms | Loss: 1.248 | Acc: 63.919% (20863/32640) 255/391 
 [==========================================>......................]  Step: 86ms | Tot: 23s289ms | Loss: 1.248 | Acc: 63.901% (20939/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s382ms | Loss: 1.248 | Acc: 63.907% (21023/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s474ms | Loss: 1.249 | Acc: 63.899% (21102/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s566ms | Loss: 1.248 | Acc: 63.903% (21185/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s659ms | Loss: 1.248 | Acc: 63.912% (21270/33280) 260/391 
 [===========================================>.....................]  Step: 86ms | Tot: 23s745ms | Loss: 1.248 | Acc: 63.913% (21352/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s837ms | Loss: 1.249 | Acc: 63.910% (21433/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s930ms | Loss: 1.249 | Acc: 63.914% (21516/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s22ms | Loss: 1.249 | Acc: 63.917% (21599/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s114ms | Loss: 1.250 | Acc: 63.903% (21676/33920) 265/391 
 [============================================>....................]  Step: 87ms | Tot: 24s202ms | Loss: 1.250 | Acc: 63.886% (21752/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 24s295ms | Loss: 1.250 | Acc: 63.899% (21838/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 24s387ms | Loss: 1.250 | Acc: 63.896% (21919/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s479ms | Loss: 1.251 | Acc: 63.859% (21988/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s571ms | Loss: 1.252 | Acc: 63.845% (22065/34560) 270/391 
 [============================================>....................]  Step: 87ms | Tot: 24s659ms | Loss: 1.252 | Acc: 63.849% (22148/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s752ms | Loss: 1.253 | Acc: 63.818% (22219/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s844ms | Loss: 1.253 | Acc: 63.814% (22299/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s937ms | Loss: 1.252 | Acc: 63.840% (22390/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s29ms | Loss: 1.252 | Acc: 63.844% (22473/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s121ms | Loss: 1.252 | Acc: 63.845% (22555/35328) 276/391 
 [=============================================>...................]  Step: 87ms | Tot: 25s209ms | Loss: 1.252 | Acc: 63.845% (22637/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s302ms | Loss: 1.252 | Acc: 63.855% (22722/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s394ms | Loss: 1.252 | Acc: 63.841% (22799/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s486ms | Loss: 1.252 | Acc: 63.842% (22881/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s578ms | Loss: 1.253 | Acc: 63.846% (22964/35968) 281/391 
 [==============================================>..................]  Step: 85ms | Tot: 25s664ms | Loss: 1.253 | Acc: 63.844% (23045/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s756ms | Loss: 1.252 | Acc: 63.861% (23133/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s849ms | Loss: 1.252 | Acc: 63.889% (23225/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s941ms | Loss: 1.252 | Acc: 63.879% (23303/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s33ms | Loss: 1.251 | Acc: 63.882% (23386/36608) 286/391 
 [===============================================>.................]  Step: 87ms | Tot: 26s121ms | Loss: 1.251 | Acc: 63.896% (23473/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s213ms | Loss: 1.251 | Acc: 63.924% (23565/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s306ms | Loss: 1.250 | Acc: 63.927% (23648/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s398ms | Loss: 1.250 | Acc: 63.944% (23736/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s490ms | Loss: 1.250 | Acc: 63.952% (23821/37248) 291/391 
 [================================================>................]  Step: 87ms | Tot: 26s578ms | Loss: 1.249 | Acc: 63.969% (23909/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 26s670ms | Loss: 1.249 | Acc: 63.985% (23997/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 26s763ms | Loss: 1.248 | Acc: 64.007% (24087/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s855ms | Loss: 1.247 | Acc: 64.031% (24178/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s947ms | Loss: 1.247 | Acc: 64.041% (24264/37888) 296/391 
 [=================================================>...............]  Step: 87ms | Tot: 27s34ms | Loss: 1.246 | Acc: 64.057% (24352/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s127ms | Loss: 1.246 | Acc: 64.055% (24433/38144) 298/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s219ms | Loss: 1.246 | Acc: 64.055% (24515/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s311ms | Loss: 1.246 | Acc: 64.055% (24597/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s403ms | Loss: 1.247 | Acc: 64.026% (24668/38528) 301/391 
 [==================================================>..............]  Step: 91ms | Tot: 27s495ms | Loss: 1.247 | Acc: 64.016% (24746/38656) 302/391 
 [==================================================>..............]  Step: 90ms | Tot: 27s585ms | Loss: 1.247 | Acc: 64.019% (24829/38784) 303/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s678ms | Loss: 1.246 | Acc: 64.037% (24918/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s771ms | Loss: 1.246 | Acc: 64.050% (25005/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s863ms | Loss: 1.246 | Acc: 64.045% (25085/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s955ms | Loss: 1.246 | Acc: 64.029% (25161/39296) 307/391 
 [===================================================>.............]  Step: 86ms | Tot: 28s41ms | Loss: 1.246 | Acc: 64.027% (25242/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s133ms | Loss: 1.246 | Acc: 64.035% (25327/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s226ms | Loss: 1.246 | Acc: 64.025% (25405/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s318ms | Loss: 1.246 | Acc: 64.007% (25480/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s410ms | Loss: 1.246 | Acc: 64.027% (25570/39936) 312/391 
 [===================================================>.............]  Step: 87ms | Tot: 28s498ms | Loss: 1.246 | Acc: 64.000% (25641/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 28s590ms | Loss: 1.247 | Acc: 63.988% (25718/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 28s682ms | Loss: 1.247 | Acc: 63.988% (25800/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s775ms | Loss: 1.247 | Acc: 63.976% (25877/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s867ms | Loss: 1.247 | Acc: 63.969% (25956/40576) 317/391 
 [====================================================>............]  Step: 87ms | Tot: 28s954ms | Loss: 1.248 | Acc: 63.952% (26031/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 29s47ms | Loss: 1.247 | Acc: 63.967% (26119/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s139ms | Loss: 1.247 | Acc: 63.948% (26193/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s232ms | Loss: 1.247 | Acc: 63.946% (26274/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s324ms | Loss: 1.248 | Acc: 63.941% (26354/41216) 322/391 
 [=====================================================>...........]  Step: 87ms | Tot: 29s412ms | Loss: 1.248 | Acc: 63.934% (26433/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s505ms | Loss: 1.249 | Acc: 63.930% (26513/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s597ms | Loss: 1.249 | Acc: 63.930% (26595/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s689ms | Loss: 1.249 | Acc: 63.928% (26676/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s781ms | Loss: 1.249 | Acc: 63.922% (26755/41856) 327/391 
 [======================================================>..........]  Step: 90ms | Tot: 29s872ms | Loss: 1.249 | Acc: 63.915% (26834/41984) 328/391 
 [======================================================>..........]  Step: 90ms | Tot: 29s962ms | Loss: 1.249 | Acc: 63.918% (26917/42112) 329/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s54ms | Loss: 1.249 | Acc: 63.925% (27002/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s147ms | Loss: 1.250 | Acc: 63.909% (27077/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s239ms | Loss: 1.250 | Acc: 63.907% (27158/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s332ms | Loss: 1.250 | Acc: 63.891% (27233/42624) 333/391 
 [=======================================================>.........]  Step: 87ms | Tot: 30s420ms | Loss: 1.250 | Acc: 63.899% (27318/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s512ms | Loss: 1.250 | Acc: 63.888% (27395/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s604ms | Loss: 1.250 | Acc: 63.883% (27475/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s697ms | Loss: 1.251 | Acc: 63.865% (27549/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s789ms | Loss: 1.251 | Acc: 63.861% (27629/43264) 338/391 
 [========================================================>........]  Step: 87ms | Tot: 30s877ms | Loss: 1.251 | Acc: 63.874% (27716/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 30s969ms | Loss: 1.251 | Acc: 63.874% (27798/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 31s62ms | Loss: 1.252 | Acc: 63.849% (27869/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 31s154ms | Loss: 1.252 | Acc: 63.841% (27947/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s246ms | Loss: 1.251 | Acc: 63.855% (28035/43904) 343/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s334ms | Loss: 1.251 | Acc: 63.847% (28113/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s426ms | Loss: 1.252 | Acc: 63.822% (28184/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s519ms | Loss: 1.252 | Acc: 63.814% (28262/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s611ms | Loss: 1.252 | Acc: 63.813% (28343/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s703ms | Loss: 1.252 | Acc: 63.822% (28429/44544) 348/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s791ms | Loss: 1.252 | Acc: 63.818% (28509/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s883ms | Loss: 1.252 | Acc: 63.833% (28597/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s975ms | Loss: 1.252 | Acc: 63.840% (28682/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s67ms | Loss: 1.252 | Acc: 63.836% (28762/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s160ms | Loss: 1.253 | Acc: 63.819% (28836/45184) 353/391 
 [==========================================================>......]  Step: 87ms | Tot: 32s247ms | Loss: 1.253 | Acc: 63.831% (28923/45312) 354/391 
 [==========================================================>......]  Step: 90ms | Tot: 32s337ms | Loss: 1.253 | Acc: 63.829% (29004/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s430ms | Loss: 1.253 | Acc: 63.823% (29083/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s522ms | Loss: 1.253 | Acc: 63.835% (29170/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s614ms | Loss: 1.253 | Acc: 63.812% (29241/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s707ms | Loss: 1.253 | Acc: 63.810% (29322/45952) 359/391 
 [===========================================================>.....]  Step: 88ms | Tot: 32s795ms | Loss: 1.252 | Acc: 63.817% (29407/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s887ms | Loss: 1.253 | Acc: 63.801% (29481/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 32s980ms | Loss: 1.253 | Acc: 63.810% (29567/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 33s72ms | Loss: 1.253 | Acc: 63.802% (29645/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s164ms | Loss: 1.254 | Acc: 63.792% (29722/46592) 364/391 
 [============================================================>....]  Step: 85ms | Tot: 33s250ms | Loss: 1.254 | Acc: 63.793% (29804/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 33s342ms | Loss: 1.254 | Acc: 63.785% (29882/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 33s435ms | Loss: 1.255 | Acc: 63.773% (29958/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s527ms | Loss: 1.255 | Acc: 63.770% (30038/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s620ms | Loss: 1.255 | Acc: 63.777% (30123/47232) 369/391 
 [=============================================================>...]  Step: 87ms | Tot: 33s707ms | Loss: 1.255 | Acc: 63.765% (30199/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s800ms | Loss: 1.255 | Acc: 63.759% (30278/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s892ms | Loss: 1.255 | Acc: 63.758% (30359/47616) 372/391 
 [=============================================================>...]  Step: 94ms | Tot: 33s986ms | Loss: 1.255 | Acc: 63.761% (30442/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s79ms | Loss: 1.255 | Acc: 63.764% (30525/47872) 374/391 
 [==============================================================>..]  Step: 86ms | Tot: 34s165ms | Loss: 1.255 | Acc: 63.775% (30612/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s258ms | Loss: 1.254 | Acc: 63.794% (30703/48128) 376/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s350ms | Loss: 1.254 | Acc: 63.806% (30790/48256) 377/391 
 [==============================================================>..]  Step: 94ms | Tot: 34s444ms | Loss: 1.255 | Acc: 63.783% (30861/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s537ms | Loss: 1.255 | Acc: 63.782% (30942/48512) 379/391 
 [===============================================================>.]  Step: 87ms | Tot: 34s624ms | Loss: 1.255 | Acc: 63.791% (31028/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s717ms | Loss: 1.255 | Acc: 63.780% (31104/48768) 381/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s809ms | Loss: 1.255 | Acc: 63.758% (31175/48896) 382/391 
 [===============================================================>.]  Step: 94ms | Tot: 34s903ms | Loss: 1.256 | Acc: 63.744% (31250/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s996ms | Loss: 1.256 | Acc: 63.717% (31318/49152) 384/391 
 [===============================================================>.]  Step: 91ms | Tot: 35s88ms | Loss: 1.257 | Acc: 63.713% (31398/49280) 385/391 
 [================================================================>]  Step: 90ms | Tot: 35s178ms | Loss: 1.256 | Acc: 63.720% (31483/49408) 386/391 
 [================================================================>]  Step: 96ms | Tot: 35s275ms | Loss: 1.256 | Acc: 63.729% (31569/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 35s367ms | Loss: 1.256 | Acc: 63.718% (31645/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s460ms | Loss: 1.257 | Acc: 63.729% (31732/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s552ms | Loss: 1.256 | Acc: 63.726% (31812/49920) 390/391 
 [================================================================>]  Step: 60ms | Tot: 35s612ms | Loss: 1.257 | Acc: 63.710% (31855/50000) 391/391 
 [>................................................................]  Step: 181ms | Tot: 0ms | Loss: 1.754 | Acc: 54.000% (54/100)    1/100 
 [>................................................................]  Step: 25ms | Tot: 25ms | Loss: 1.721 | Acc: 55.000% (110/200)   2/100 
 [=>...............................................................]  Step: 27ms | Tot: 53ms | Loss: 1.660 | Acc: 57.333% (172/300)   3/100 
 [=>...............................................................]  Step: 20ms | Tot: 74ms | Loss: 1.667 | Acc: 57.000% (228/400)   4/100 
 [==>..............................................................]  Step: 26ms | Tot: 100ms | Loss: 1.753 | Acc: 55.600% (278/500)  5/100 
 [===>.............................................................]  Step: 25ms | Tot: 126ms | Loss: 1.838 | Acc: 54.500% (327/600)  6/100 
 [===>.............................................................]  Step: 25ms | Tot: 152ms | Loss: 1.806 | Acc: 55.000% (385/700)  7/100 
 [====>............................................................]  Step: 25ms | Tot: 178ms | Loss: 1.767 | Acc: 55.125% (441/800)  8/100 
 [=====>...........................................................]  Step: 26ms | Tot: 204ms | Loss: 1.798 | Acc: 54.778% (493/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 230ms | Loss: 1.794 | Acc: 54.600% (546/1000) 10/100 
 [======>..........................................................]  Step: 26ms | Tot: 256ms | Loss: 1.833 | Acc: 53.909% (593/1100) 11/100 
 [=======>.........................................................]  Step: 25ms | Tot: 281ms | Loss: 1.848 | Acc: 53.583% (643/1200) 12/100 
 [=======>.........................................................]  Step: 25ms | Tot: 307ms | Loss: 1.808 | Acc: 54.231% (705/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 333ms | Loss: 1.782 | Acc: 54.714% (766/1400) 14/100 
 [=========>.......................................................]  Step: 25ms | Tot: 359ms | Loss: 1.768 | Acc: 54.800% (822/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 385ms | Loss: 1.757 | Acc: 54.688% (875/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 411ms | Loss: 1.759 | Acc: 54.647% (929/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 436ms | Loss: 1.761 | Acc: 54.333% (978/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 462ms | Loss: 1.762 | Acc: 54.053% (1027/1900) 19/100 
 [============>....................................................]  Step: 20ms | Tot: 483ms | Loss: 1.754 | Acc: 54.200% (1084/2000) 20/100 
 [=============>...................................................]  Step: 27ms | Tot: 511ms | Loss: 1.751 | Acc: 54.476% (1144/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 536ms | Loss: 1.771 | Acc: 54.364% (1196/2200) 22/100 
 [==============>..................................................]  Step: 26ms | Tot: 562ms | Loss: 1.772 | Acc: 54.522% (1254/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 588ms | Loss: 1.781 | Acc: 54.375% (1305/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 614ms | Loss: 1.775 | Acc: 54.400% (1360/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 640ms | Loss: 1.785 | Acc: 54.192% (1409/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 666ms | Loss: 1.778 | Acc: 54.259% (1465/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 692ms | Loss: 1.790 | Acc: 54.179% (1517/2800) 28/100 
 [==================>..............................................]  Step: 26ms | Tot: 718ms | Loss: 1.792 | Acc: 54.172% (1571/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 743ms | Loss: 1.790 | Acc: 54.200% (1626/3000) 30/100 
 [===================>.............................................]  Step: 26ms | Tot: 769ms | Loss: 1.794 | Acc: 54.161% (1679/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 795ms | Loss: 1.790 | Acc: 54.344% (1739/3200) 32/100 
 [====================>............................................]  Step: 26ms | Tot: 821ms | Loss: 1.794 | Acc: 54.121% (1786/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 847ms | Loss: 1.801 | Acc: 53.882% (1832/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 873ms | Loss: 1.797 | Acc: 53.829% (1884/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 898ms | Loss: 1.798 | Acc: 53.667% (1932/3600) 36/100 
 [=======================>.........................................]  Step: 23ms | Tot: 922ms | Loss: 1.796 | Acc: 53.568% (1982/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 948ms | Loss: 1.790 | Acc: 53.553% (2035/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 974ms | Loss: 1.786 | Acc: 53.615% (2091/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 999ms | Loss: 1.775 | Acc: 53.850% (2154/4000) 40/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s25ms | Loss: 1.771 | Acc: 53.927% (2211/4100) 41/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s51ms | Loss: 1.769 | Acc: 54.000% (2268/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s77ms | Loss: 1.768 | Acc: 54.000% (2322/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s103ms | Loss: 1.769 | Acc: 54.000% (2376/4400) 44/100 
 [============================>....................................]  Step: 25ms | Tot: 1s129ms | Loss: 1.770 | Acc: 54.022% (2431/4500) 45/100 
 [=============================>...................................]  Step: 26ms | Tot: 1s155ms | Loss: 1.770 | Acc: 53.935% (2481/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s181ms | Loss: 1.773 | Acc: 53.830% (2530/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s207ms | Loss: 1.781 | Acc: 53.604% (2573/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s233ms | Loss: 1.785 | Acc: 53.551% (2624/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s259ms | Loss: 1.787 | Acc: 53.560% (2678/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s285ms | Loss: 1.786 | Acc: 53.529% (2730/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s311ms | Loss: 1.780 | Acc: 53.673% (2791/5200) 52/100 
 [=================================>...............................]  Step: 21ms | Tot: 1s332ms | Loss: 1.779 | Acc: 53.566% (2839/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s357ms | Loss: 1.773 | Acc: 53.741% (2902/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s383ms | Loss: 1.776 | Acc: 53.636% (2950/5500) 55/100 
 [===================================>.............................]  Step: 26ms | Tot: 1s409ms | Loss: 1.775 | Acc: 53.518% (2997/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s435ms | Loss: 1.772 | Acc: 53.579% (3054/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s461ms | Loss: 1.771 | Acc: 53.586% (3108/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s487ms | Loss: 1.771 | Acc: 53.508% (3157/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s513ms | Loss: 1.774 | Acc: 53.433% (3206/6000) 60/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s539ms | Loss: 1.769 | Acc: 53.426% (3259/6100) 61/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s565ms | Loss: 1.767 | Acc: 53.468% (3315/6200) 62/100 
 [========================================>........................]  Step: 26ms | Tot: 1s592ms | Loss: 1.768 | Acc: 53.429% (3366/6300) 63/100 
 [========================================>........................]  Step: 26ms | Tot: 1s618ms | Loss: 1.766 | Acc: 53.469% (3422/6400) 64/100 
 [=========================================>.......................]  Step: 26ms | Tot: 1s644ms | Loss: 1.767 | Acc: 53.446% (3474/6500) 65/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s670ms | Loss: 1.774 | Acc: 53.303% (3518/6600) 66/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s696ms | Loss: 1.769 | Acc: 53.433% (3580/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s722ms | Loss: 1.773 | Acc: 53.353% (3628/6800) 68/100 
 [============================================>....................]  Step: 20ms | Tot: 1s742ms | Loss: 1.772 | Acc: 53.406% (3685/6900) 69/100 
 [============================================>....................]  Step: 27ms | Tot: 1s769ms | Loss: 1.774 | Acc: 53.329% (3733/7000) 70/100 
 [=============================================>...................]  Step: 26ms | Tot: 1s795ms | Loss: 1.771 | Acc: 53.338% (3787/7100) 71/100 
 [==============================================>..................]  Step: 26ms | Tot: 1s822ms | Loss: 1.770 | Acc: 53.347% (3841/7200) 72/100 
 [==============================================>..................]  Step: 26ms | Tot: 1s848ms | Loss: 1.768 | Acc: 53.411% (3899/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s874ms | Loss: 1.770 | Acc: 53.324% (3946/7400) 74/100 
 [================================================>................]  Step: 25ms | Tot: 1s900ms | Loss: 1.769 | Acc: 53.387% (4004/7500) 75/100 
 [================================================>................]  Step: 25ms | Tot: 1s925ms | Loss: 1.771 | Acc: 53.289% (4050/7600) 76/100 
 [=================================================>...............]  Step: 25ms | Tot: 1s951ms | Loss: 1.772 | Acc: 53.273% (4102/7700) 77/100 
 [==================================================>..............]  Step: 26ms | Tot: 1s977ms | Loss: 1.777 | Acc: 53.192% (4149/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 2s3ms | Loss: 1.780 | Acc: 53.127% (4197/7900) 79/100 
 [===================================================>.............]  Step: 26ms | Tot: 2s29ms | Loss: 1.777 | Acc: 53.125% (4250/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s55ms | Loss: 1.779 | Acc: 53.099% (4301/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s81ms | Loss: 1.778 | Acc: 53.159% (4359/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s107ms | Loss: 1.779 | Acc: 53.133% (4410/8300) 83/100 
 [=====================================================>...........]  Step: 26ms | Tot: 2s133ms | Loss: 1.778 | Acc: 53.179% (4467/8400) 84/100 
 [======================================================>..........]  Step: 26ms | Tot: 2s159ms | Loss: 1.778 | Acc: 53.224% (4524/8500) 85/100 
 [=======================================================>.........]  Step: 21ms | Tot: 2s180ms | Loss: 1.772 | Acc: 53.337% (4587/8600) 86/100 
 [=======================================================>.........]  Step: 26ms | Tot: 2s206ms | Loss: 1.774 | Acc: 53.276% (4635/8700) 87/100 
 [========================================================>........]  Step: 26ms | Tot: 2s233ms | Loss: 1.769 | Acc: 53.352% (4695/8800) 88/100 
 [=========================================================>.......]  Step: 26ms | Tot: 2s259ms | Loss: 1.773 | Acc: 53.281% (4742/8900) 89/100 
 [=========================================================>.......]  Step: 26ms | Tot: 2s285ms | Loss: 1.769 | Acc: 53.400% (4806/9000) 90/100 
 [==========================================================>......]  Step: 26ms | Tot: 2s311ms | Loss: 1.771 | Acc: 53.407% (4860/9100) 91/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s337ms | Loss: 1.769 | Acc: 53.446% (4917/9200) 92/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s363ms | Loss: 1.769 | Acc: 53.505% (4976/9300) 93/100 
 [============================================================>....]  Step: 26ms | Tot: 2s389ms | Loss: 1.767 | Acc: 53.532% (5032/9400) 94/100 
 [=============================================================>...]  Step: 26ms | Tot: 2s415ms | Loss: 1.769 | Acc: 53.495% (5082/9500) 95/100 
 [=============================================================>...]  Step: 26ms | Tot: 2s441ms | Loss: 1.765 | Acc: 53.562% (5142/9600) 96/100 
 [==============================================================>..]  Step: 26ms | Tot: 2s467ms | Loss: 1.766 | Acc: 53.567% (5196/9700) 97/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s493ms | Loss: 1.767 | Acc: 53.541% (5247/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s519ms | Loss: 1.766 | Acc: 53.576% (5304/9900) 99/100 
 [================================================================>]  Step: 25ms | Tot: 2s545ms | Loss: 1.767 | Acc: 53.540% (5354/10000) 100/100 

Epoch: 17
 [>................................................................]  Step: 258ms | Tot: 0ms | Loss: 1.059 | Acc: 71.094% (91/128)    1/391 
 [>................................................................]  Step: 91ms | Tot: 91ms | Loss: 1.104 | Acc: 68.750% (176/256)   2/391 
 [>................................................................]  Step: 90ms | Tot: 182ms | Loss: 1.124 | Acc: 66.927% (257/384)  3/391 
 [>................................................................]  Step: 94ms | Tot: 277ms | Loss: 1.131 | Acc: 66.797% (342/512)  4/391 
 [>................................................................]  Step: 92ms | Tot: 369ms | Loss: 1.190 | Acc: 66.250% (424/640)  5/391 
 [>................................................................]  Step: 92ms | Tot: 461ms | Loss: 1.188 | Acc: 66.406% (510/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 554ms | Loss: 1.204 | Acc: 65.625% (588/896)  7/391 
 [=>...............................................................]  Step: 86ms | Tot: 640ms | Loss: 1.221 | Acc: 64.746% (663/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 732ms | Loss: 1.205 | Acc: 64.931% (748/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 825ms | Loss: 1.196 | Acc: 65.312% (836/1280) 10/391 
 [=>...............................................................]  Step: 92ms | Tot: 917ms | Loss: 1.180 | Acc: 65.696% (925/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s9ms | Loss: 1.188 | Acc: 65.560% (1007/1536) 12/391 
 [=>...............................................................]  Step: 85ms | Tot: 1s95ms | Loss: 1.193 | Acc: 65.445% (1089/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s188ms | Loss: 1.200 | Acc: 65.234% (1169/1792) 14/391 
 [==>..............................................................]  Step: 94ms | Tot: 1s282ms | Loss: 1.202 | Acc: 65.156% (1251/1920) 15/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s374ms | Loss: 1.204 | Acc: 64.990% (1331/2048) 16/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s467ms | Loss: 1.203 | Acc: 65.441% (1424/2176) 17/391 
 [==>..............................................................]  Step: 87ms | Tot: 1s554ms | Loss: 1.194 | Acc: 65.712% (1514/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s647ms | Loss: 1.195 | Acc: 65.543% (1594/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s739ms | Loss: 1.202 | Acc: 65.156% (1668/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s831ms | Loss: 1.193 | Acc: 65.365% (1757/2688) 21/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s924ms | Loss: 1.194 | Acc: 65.234% (1837/2816) 22/391 
 [===>.............................................................]  Step: 87ms | Tot: 2s11ms | Loss: 1.189 | Acc: 65.591% (1931/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s103ms | Loss: 1.189 | Acc: 65.397% (2009/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s196ms | Loss: 1.185 | Acc: 65.500% (2096/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s288ms | Loss: 1.177 | Acc: 65.745% (2188/3328) 26/391 
 [====>............................................................]  Step: 92ms | Tot: 2s380ms | Loss: 1.181 | Acc: 65.654% (2269/3456) 27/391 
 [====>............................................................]  Step: 87ms | Tot: 2s468ms | Loss: 1.183 | Acc: 65.625% (2352/3584) 28/391 
 [====>............................................................]  Step: 89ms | Tot: 2s558ms | Loss: 1.173 | Acc: 66.002% (2450/3712) 29/391 
 [====>............................................................]  Step: 92ms | Tot: 2s650ms | Loss: 1.171 | Acc: 66.120% (2539/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s742ms | Loss: 1.172 | Acc: 66.179% (2626/3968) 31/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s835ms | Loss: 1.170 | Acc: 66.309% (2716/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s927ms | Loss: 1.162 | Acc: 66.430% (2806/4224) 33/391 
 [=====>...........................................................]  Step: 88ms | Tot: 3s15ms | Loss: 1.160 | Acc: 66.475% (2893/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s107ms | Loss: 1.162 | Acc: 66.339% (2972/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s199ms | Loss: 1.157 | Acc: 66.406% (3060/4608) 36/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s291ms | Loss: 1.167 | Acc: 66.216% (3136/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s384ms | Loss: 1.165 | Acc: 66.283% (3224/4864) 38/391 
 [======>..........................................................]  Step: 87ms | Tot: 3s471ms | Loss: 1.165 | Acc: 66.306% (3310/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s564ms | Loss: 1.166 | Acc: 66.172% (3388/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s656ms | Loss: 1.161 | Acc: 66.254% (3477/5248) 41/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s748ms | Loss: 1.162 | Acc: 66.220% (3560/5376) 42/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s841ms | Loss: 1.167 | Acc: 66.025% (3634/5504) 43/391 
 [=======>.........................................................]  Step: 87ms | Tot: 3s929ms | Loss: 1.166 | Acc: 66.016% (3718/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s21ms | Loss: 1.161 | Acc: 66.181% (3812/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s113ms | Loss: 1.159 | Acc: 66.253% (3901/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s205ms | Loss: 1.160 | Acc: 66.223% (3984/6016) 47/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s298ms | Loss: 1.161 | Acc: 66.227% (4069/6144) 48/391 
 [=======>.........................................................]  Step: 87ms | Tot: 4s385ms | Loss: 1.158 | Acc: 66.342% (4161/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s477ms | Loss: 1.158 | Acc: 66.312% (4244/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s569ms | Loss: 1.154 | Acc: 66.376% (4333/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s662ms | Loss: 1.154 | Acc: 66.346% (4416/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 4s754ms | Loss: 1.153 | Acc: 66.333% (4500/6784) 53/391 
 [========>........................................................]  Step: 87ms | Tot: 4s842ms | Loss: 1.153 | Acc: 66.450% (4593/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s934ms | Loss: 1.153 | Acc: 66.378% (4673/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s26ms | Loss: 1.156 | Acc: 66.323% (4754/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s119ms | Loss: 1.154 | Acc: 66.434% (4847/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s211ms | Loss: 1.153 | Acc: 66.460% (4934/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s304ms | Loss: 1.150 | Acc: 66.552% (5026/7552) 59/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s391ms | Loss: 1.150 | Acc: 66.484% (5106/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s484ms | Loss: 1.149 | Acc: 66.483% (5191/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s576ms | Loss: 1.147 | Acc: 66.507% (5278/7936) 62/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s668ms | Loss: 1.143 | Acc: 66.642% (5374/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s761ms | Loss: 1.143 | Acc: 66.650% (5460/8192) 64/391 
 [==========>......................................................]  Step: 86ms | Tot: 5s848ms | Loss: 1.141 | Acc: 66.767% (5555/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s940ms | Loss: 1.141 | Acc: 66.773% (5641/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 6s32ms | Loss: 1.137 | Acc: 66.826% (5731/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s124ms | Loss: 1.140 | Acc: 66.728% (5808/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s217ms | Loss: 1.138 | Acc: 66.837% (5903/8832) 69/391 
 [===========>.....................................................]  Step: 87ms | Tot: 6s304ms | Loss: 1.137 | Acc: 66.886% (5993/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s397ms | Loss: 1.137 | Acc: 66.945% (6084/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s489ms | Loss: 1.141 | Acc: 66.884% (6164/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s582ms | Loss: 1.141 | Acc: 66.866% (6248/9344) 73/391 
 [============>....................................................]  Step: 92ms | Tot: 6s674ms | Loss: 1.142 | Acc: 66.850% (6332/9472) 74/391 
 [============>....................................................]  Step: 87ms | Tot: 6s762ms | Loss: 1.140 | Acc: 66.885% (6421/9600) 75/391 
 [============>....................................................]  Step: 96ms | Tot: 6s858ms | Loss: 1.141 | Acc: 66.900% (6508/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s950ms | Loss: 1.143 | Acc: 66.873% (6591/9856) 77/391 
 [============>....................................................]  Step: 94ms | Tot: 7s45ms | Loss: 1.145 | Acc: 66.847% (6674/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 7s137ms | Loss: 1.144 | Acc: 66.861% (6761/10112) 79/391 
 [=============>...................................................]  Step: 86ms | Tot: 7s223ms | Loss: 1.145 | Acc: 66.816% (6842/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s316ms | Loss: 1.144 | Acc: 66.831% (6929/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s409ms | Loss: 1.146 | Acc: 66.740% (7005/10496) 82/391 
 [=============>...................................................]  Step: 94ms | Tot: 7s503ms | Loss: 1.145 | Acc: 66.802% (7097/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s595ms | Loss: 1.145 | Acc: 66.778% (7180/10752) 84/391 
 [=============>...................................................]  Step: 90ms | Tot: 7s686ms | Loss: 1.143 | Acc: 66.783% (7266/10880) 85/391 
 [==============>..................................................]  Step: 90ms | Tot: 7s776ms | Loss: 1.145 | Acc: 66.715% (7344/11008) 86/391 
 [==============>..................................................]  Step: 94ms | Tot: 7s870ms | Loss: 1.146 | Acc: 66.640% (7421/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s963ms | Loss: 1.147 | Acc: 66.602% (7502/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s55ms | Loss: 1.146 | Acc: 66.582% (7585/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s147ms | Loss: 1.150 | Acc: 66.484% (7659/11520) 90/391 
 [==============>..................................................]  Step: 87ms | Tot: 8s235ms | Loss: 1.149 | Acc: 66.535% (7750/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s327ms | Loss: 1.151 | Acc: 66.474% (7828/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s420ms | Loss: 1.152 | Acc: 66.440% (7909/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s512ms | Loss: 1.152 | Acc: 66.456% (7996/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s605ms | Loss: 1.151 | Acc: 66.497% (8086/12160) 95/391 
 [===============>.................................................]  Step: 86ms | Tot: 8s691ms | Loss: 1.150 | Acc: 66.512% (8173/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s784ms | Loss: 1.150 | Acc: 66.559% (8264/12416) 97/391 
 [================>................................................]  Step: 94ms | Tot: 8s878ms | Loss: 1.150 | Acc: 66.542% (8347/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s971ms | Loss: 1.150 | Acc: 66.572% (8436/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 9s63ms | Loss: 1.150 | Acc: 66.555% (8519/12800) 100/391 
 [================>................................................]  Step: 87ms | Tot: 9s151ms | Loss: 1.150 | Acc: 66.515% (8599/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s243ms | Loss: 1.151 | Acc: 66.475% (8679/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s335ms | Loss: 1.149 | Acc: 66.566% (8776/13184) 103/391 
 [=================>...............................................]  Step: 94ms | Tot: 9s429ms | Loss: 1.147 | Acc: 66.647% (8872/13312) 104/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s522ms | Loss: 1.146 | Acc: 66.726% (8968/13440) 105/391 
 [=================>...............................................]  Step: 87ms | Tot: 9s609ms | Loss: 1.149 | Acc: 66.708% (9051/13568) 106/391 
 [=================>...............................................]  Step: 94ms | Tot: 9s703ms | Loss: 1.150 | Acc: 66.691% (9134/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s796ms | Loss: 1.153 | Acc: 66.638% (9212/13824) 108/391 
 [=================>...............................................]  Step: 94ms | Tot: 9s890ms | Loss: 1.153 | Acc: 66.607% (9293/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s983ms | Loss: 1.156 | Acc: 66.548% (9370/14080) 110/391 
 [==================>..............................................]  Step: 85ms | Tot: 10s68ms | Loss: 1.155 | Acc: 66.575% (9459/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s161ms | Loss: 1.156 | Acc: 66.588% (9546/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s253ms | Loss: 1.157 | Acc: 66.545% (9625/14464) 113/391 
 [==================>..............................................]  Step: 94ms | Tot: 10s347ms | Loss: 1.157 | Acc: 66.536% (9709/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s439ms | Loss: 1.157 | Acc: 66.549% (9796/14720) 115/391 
 [===================>.............................................]  Step: 87ms | Tot: 10s527ms | Loss: 1.157 | Acc: 66.561% (9883/14848) 116/391 
 [===================>.............................................]  Step: 91ms | Tot: 10s619ms | Loss: 1.156 | Acc: 66.500% (9959/14976) 117/391 
 [===================>.............................................]  Step: 94ms | Tot: 10s713ms | Loss: 1.158 | Acc: 66.479% (10041/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s806ms | Loss: 1.159 | Acc: 66.413% (10116/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s898ms | Loss: 1.159 | Acc: 66.406% (10200/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s990ms | Loss: 1.160 | Acc: 66.361% (10278/15488) 121/391 
 [====================>............................................]  Step: 87ms | Tot: 11s78ms | Loss: 1.161 | Acc: 66.304% (10354/15616) 122/391 
 [====================>............................................]  Step: 94ms | Tot: 11s173ms | Loss: 1.161 | Acc: 66.260% (10432/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 11s265ms | Loss: 1.162 | Acc: 66.242% (10514/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s357ms | Loss: 1.163 | Acc: 66.213% (10594/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 11s449ms | Loss: 1.165 | Acc: 66.183% (10674/16128) 126/391 
 [====================>............................................]  Step: 86ms | Tot: 11s536ms | Loss: 1.168 | Acc: 66.129% (10750/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s628ms | Loss: 1.168 | Acc: 66.107% (10831/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s720ms | Loss: 1.170 | Acc: 66.055% (10907/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s812ms | Loss: 1.171 | Acc: 66.040% (10989/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s905ms | Loss: 1.170 | Acc: 66.084% (11081/16768) 131/391 
 [=====================>...........................................]  Step: 85ms | Tot: 11s990ms | Loss: 1.171 | Acc: 66.081% (11165/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 12s82ms | Loss: 1.172 | Acc: 66.036% (11242/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s175ms | Loss: 1.172 | Acc: 66.074% (11333/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s267ms | Loss: 1.171 | Acc: 66.082% (11419/17280) 135/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s360ms | Loss: 1.172 | Acc: 66.090% (11505/17408) 136/391 
 [======================>..........................................]  Step: 86ms | Tot: 12s446ms | Loss: 1.174 | Acc: 66.036% (11580/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s539ms | Loss: 1.174 | Acc: 66.027% (11663/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s631ms | Loss: 1.174 | Acc: 66.047% (11751/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s723ms | Loss: 1.178 | Acc: 65.938% (11816/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s815ms | Loss: 1.179 | Acc: 65.919% (11897/18048) 141/391 
 [=======================>.........................................]  Step: 88ms | Tot: 12s904ms | Loss: 1.181 | Acc: 65.917% (11981/18176) 142/391 
 [=======================>.........................................]  Step: 90ms | Tot: 12s994ms | Loss: 1.182 | Acc: 65.876% (12058/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s86ms | Loss: 1.182 | Acc: 65.880% (12143/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s178ms | Loss: 1.182 | Acc: 65.873% (12226/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s270ms | Loss: 1.182 | Acc: 65.844% (12305/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 13s363ms | Loss: 1.181 | Acc: 65.875% (12395/18816) 147/391 
 [========================>........................................]  Step: 87ms | Tot: 13s450ms | Loss: 1.181 | Acc: 65.841% (12473/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s543ms | Loss: 1.182 | Acc: 65.809% (12551/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s635ms | Loss: 1.183 | Acc: 65.823% (12638/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s728ms | Loss: 1.183 | Acc: 65.811% (12720/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s820ms | Loss: 1.185 | Acc: 65.784% (12799/19456) 152/391 
 [=========================>.......................................]  Step: 86ms | Tot: 13s907ms | Loss: 1.186 | Acc: 65.768% (12880/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s999ms | Loss: 1.186 | Acc: 65.726% (12956/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s91ms | Loss: 1.186 | Acc: 65.726% (13040/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s184ms | Loss: 1.186 | Acc: 65.700% (13119/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s277ms | Loss: 1.187 | Acc: 65.680% (13199/20096) 157/391 
 [==========================>......................................]  Step: 87ms | Tot: 14s364ms | Loss: 1.189 | Acc: 65.630% (13273/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s456ms | Loss: 1.188 | Acc: 65.645% (13360/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s549ms | Loss: 1.189 | Acc: 65.601% (13435/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s641ms | Loss: 1.190 | Acc: 65.567% (13512/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s733ms | Loss: 1.193 | Acc: 65.538% (13590/20736) 162/391 
 [==========================>......................................]  Step: 87ms | Tot: 14s821ms | Loss: 1.195 | Acc: 65.467% (13659/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s913ms | Loss: 1.196 | Acc: 65.454% (13740/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s5ms | Loss: 1.197 | Acc: 65.445% (13822/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s98ms | Loss: 1.199 | Acc: 65.399% (13896/21248) 166/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s190ms | Loss: 1.198 | Acc: 65.405% (13981/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s282ms | Loss: 1.199 | Acc: 65.392% (14062/21504) 168/391 
 [===========================>.....................................]  Step: 90ms | Tot: 15s372ms | Loss: 1.199 | Acc: 65.394% (14146/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s465ms | Loss: 1.200 | Acc: 65.377% (14226/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s557ms | Loss: 1.200 | Acc: 65.346% (14303/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s649ms | Loss: 1.201 | Acc: 65.316% (14380/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 15s742ms | Loss: 1.201 | Acc: 65.340% (14469/22144) 173/391 
 [============================>....................................]  Step: 88ms | Tot: 15s830ms | Loss: 1.200 | Acc: 65.356% (14556/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s923ms | Loss: 1.201 | Acc: 65.326% (14633/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s15ms | Loss: 1.202 | Acc: 65.314% (14714/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s108ms | Loss: 1.204 | Acc: 65.267% (14787/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s200ms | Loss: 1.203 | Acc: 65.300% (14878/22784) 178/391 
 [=============================>...................................]  Step: 86ms | Tot: 16s286ms | Loss: 1.203 | Acc: 65.319% (14966/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s378ms | Loss: 1.202 | Acc: 65.330% (15052/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s470ms | Loss: 1.204 | Acc: 65.258% (15119/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s562ms | Loss: 1.206 | Acc: 65.191% (15187/23296) 182/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s655ms | Loss: 1.207 | Acc: 65.185% (15269/23424) 183/391 
 [==============================>..................................]  Step: 85ms | Tot: 16s740ms | Loss: 1.207 | Acc: 65.183% (15352/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s832ms | Loss: 1.207 | Acc: 65.198% (15439/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s924ms | Loss: 1.207 | Acc: 65.192% (15521/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 17s17ms | Loss: 1.207 | Acc: 65.207% (15608/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s109ms | Loss: 1.208 | Acc: 65.164% (15681/24064) 188/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s196ms | Loss: 1.208 | Acc: 65.162% (15764/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s289ms | Loss: 1.209 | Acc: 65.164% (15848/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s381ms | Loss: 1.209 | Acc: 65.196% (15939/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s474ms | Loss: 1.208 | Acc: 65.210% (16026/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s567ms | Loss: 1.208 | Acc: 65.192% (16105/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s659ms | Loss: 1.208 | Acc: 65.206% (16192/24832) 194/391 
 [================================>................................]  Step: 87ms | Tot: 17s747ms | Loss: 1.208 | Acc: 65.212% (16277/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s839ms | Loss: 1.209 | Acc: 65.206% (16359/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s931ms | Loss: 1.209 | Acc: 65.177% (16435/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 18s24ms | Loss: 1.209 | Acc: 65.207% (16526/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 18s116ms | Loss: 1.210 | Acc: 65.193% (16606/25472) 199/391 
 [=================================>...............................]  Step: 87ms | Tot: 18s204ms | Loss: 1.210 | Acc: 65.191% (16689/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s296ms | Loss: 1.210 | Acc: 65.182% (16770/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s388ms | Loss: 1.211 | Acc: 65.153% (16846/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s481ms | Loss: 1.211 | Acc: 65.163% (16932/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s574ms | Loss: 1.212 | Acc: 65.135% (17008/26112) 204/391 
 [=================================>...............................]  Step: 86ms | Tot: 18s661ms | Loss: 1.212 | Acc: 65.133% (17091/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s753ms | Loss: 1.213 | Acc: 65.128% (17173/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s845ms | Loss: 1.213 | Acc: 65.142% (17260/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s937ms | Loss: 1.213 | Acc: 65.137% (17342/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s30ms | Loss: 1.213 | Acc: 65.132% (17424/26752) 209/391 
 [==================================>..............................]  Step: 87ms | Tot: 19s117ms | Loss: 1.213 | Acc: 65.119% (17504/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s209ms | Loss: 1.213 | Acc: 65.125% (17589/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s301ms | Loss: 1.213 | Acc: 65.131% (17674/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s393ms | Loss: 1.213 | Acc: 65.126% (17756/27264) 213/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s486ms | Loss: 1.214 | Acc: 65.118% (17837/27392) 214/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s573ms | Loss: 1.214 | Acc: 65.105% (17917/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s666ms | Loss: 1.213 | Acc: 65.122% (18005/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s758ms | Loss: 1.213 | Acc: 65.128% (18090/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s850ms | Loss: 1.213 | Acc: 65.134% (18175/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 19s942ms | Loss: 1.212 | Acc: 65.168% (18268/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 20s34ms | Loss: 1.211 | Acc: 65.217% (18365/28160) 220/391 
 [====================================>............................]  Step: 90ms | Tot: 20s125ms | Loss: 1.211 | Acc: 65.222% (18450/28288) 221/391 
 [====================================>............................]  Step: 94ms | Tot: 20s219ms | Loss: 1.211 | Acc: 65.196% (18526/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s312ms | Loss: 1.212 | Acc: 65.152% (18597/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s404ms | Loss: 1.212 | Acc: 65.147% (18679/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s496ms | Loss: 1.212 | Acc: 65.153% (18764/28800) 225/391 
 [=====================================>...........................]  Step: 86ms | Tot: 20s583ms | Loss: 1.211 | Acc: 65.172% (18853/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s675ms | Loss: 1.212 | Acc: 65.150% (18930/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s768ms | Loss: 1.212 | Acc: 65.128% (19007/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s860ms | Loss: 1.212 | Acc: 65.137% (19093/29312) 229/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s952ms | Loss: 1.212 | Acc: 65.143% (19178/29440) 230/391 
 [======================================>..........................]  Step: 87ms | Tot: 21s40ms | Loss: 1.212 | Acc: 65.155% (19265/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s132ms | Loss: 1.211 | Acc: 65.157% (19349/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s224ms | Loss: 1.211 | Acc: 65.176% (19438/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s317ms | Loss: 1.211 | Acc: 65.178% (19522/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s409ms | Loss: 1.211 | Acc: 65.176% (19605/30080) 235/391 
 [=======================================>.........................]  Step: 85ms | Tot: 21s494ms | Loss: 1.211 | Acc: 65.188% (19692/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s586ms | Loss: 1.211 | Acc: 65.167% (19769/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s679ms | Loss: 1.211 | Acc: 65.172% (19854/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s771ms | Loss: 1.213 | Acc: 65.151% (19931/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s863ms | Loss: 1.214 | Acc: 65.120% (20005/30720) 240/391 
 [=======================================>.........................]  Step: 87ms | Tot: 21s951ms | Loss: 1.215 | Acc: 65.087% (20078/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 22s43ms | Loss: 1.215 | Acc: 65.079% (20159/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 22s136ms | Loss: 1.216 | Acc: 65.056% (20235/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 22s228ms | Loss: 1.216 | Acc: 65.052% (20317/31232) 244/391 
 [========================================>........................]  Step: 92ms | Tot: 22s320ms | Loss: 1.216 | Acc: 65.064% (20404/31360) 245/391 
 [========================================>........................]  Step: 90ms | Tot: 22s411ms | Loss: 1.216 | Acc: 65.072% (20490/31488) 246/391 
 [========================================>........................]  Step: 90ms | Tot: 22s501ms | Loss: 1.216 | Acc: 65.059% (20569/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s594ms | Loss: 1.215 | Acc: 65.071% (20656/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s686ms | Loss: 1.215 | Acc: 65.063% (20737/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s779ms | Loss: 1.216 | Acc: 65.047% (20815/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s871ms | Loss: 1.216 | Acc: 65.034% (20894/32128) 251/391 
 [=========================================>.......................]  Step: 87ms | Tot: 22s959ms | Loss: 1.216 | Acc: 65.020% (20973/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 23s51ms | Loss: 1.216 | Acc: 65.010% (21053/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s143ms | Loss: 1.216 | Acc: 65.007% (21135/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s235ms | Loss: 1.216 | Acc: 65.009% (21219/32640) 255/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s327ms | Loss: 1.216 | Acc: 64.990% (21296/32768) 256/391 
 [==========================================>......................]  Step: 87ms | Tot: 23s415ms | Loss: 1.216 | Acc: 64.993% (21380/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s508ms | Loss: 1.217 | Acc: 64.995% (21464/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s600ms | Loss: 1.216 | Acc: 65.022% (21556/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s692ms | Loss: 1.216 | Acc: 65.015% (21637/33280) 260/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s784ms | Loss: 1.216 | Acc: 65.023% (21723/33408) 261/391 
 [===========================================>.....................]  Step: 87ms | Tot: 23s872ms | Loss: 1.216 | Acc: 65.023% (21806/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s964ms | Loss: 1.216 | Acc: 65.010% (21885/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s57ms | Loss: 1.217 | Acc: 64.998% (21964/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s149ms | Loss: 1.217 | Acc: 64.997% (22047/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 24s241ms | Loss: 1.216 | Acc: 65.011% (22135/34048) 266/391 
 [============================================>....................]  Step: 88ms | Tot: 24s329ms | Loss: 1.217 | Acc: 64.996% (22213/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 24s421ms | Loss: 1.217 | Acc: 64.978% (22290/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s514ms | Loss: 1.217 | Acc: 64.989% (22377/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s606ms | Loss: 1.217 | Acc: 64.991% (22461/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 24s698ms | Loss: 1.217 | Acc: 64.991% (22544/34688) 271/391 
 [=============================================>...................]  Step: 87ms | Tot: 24s786ms | Loss: 1.216 | Acc: 65.033% (22642/34816) 272/391 
 [=============================================>...................]  Step: 91ms | Tot: 24s878ms | Loss: 1.216 | Acc: 65.024% (22722/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s970ms | Loss: 1.217 | Acc: 65.001% (22797/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s62ms | Loss: 1.216 | Acc: 65.009% (22883/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s155ms | Loss: 1.217 | Acc: 65.008% (22966/35328) 276/391 
 [=============================================>...................]  Step: 91ms | Tot: 25s247ms | Loss: 1.217 | Acc: 65.005% (23048/35456) 277/391 
 [==============================================>..................]  Step: 87ms | Tot: 25s334ms | Loss: 1.217 | Acc: 64.996% (23128/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s426ms | Loss: 1.218 | Acc: 64.987% (23208/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s519ms | Loss: 1.218 | Acc: 64.980% (23289/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s611ms | Loss: 1.217 | Acc: 64.980% (23372/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s703ms | Loss: 1.217 | Acc: 64.974% (23453/36096) 282/391 
 [==============================================>..................]  Step: 85ms | Tot: 25s789ms | Loss: 1.217 | Acc: 64.968% (23534/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s882ms | Loss: 1.217 | Acc: 64.979% (23621/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s974ms | Loss: 1.217 | Acc: 64.959% (23697/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s66ms | Loss: 1.218 | Acc: 64.934% (23771/36608) 286/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s159ms | Loss: 1.217 | Acc: 64.961% (23864/36736) 287/391 
 [===============================================>.................]  Step: 85ms | Tot: 26s244ms | Loss: 1.217 | Acc: 64.966% (23949/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s337ms | Loss: 1.217 | Acc: 64.965% (24032/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s429ms | Loss: 1.218 | Acc: 64.938% (24105/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s521ms | Loss: 1.217 | Acc: 64.943% (24190/37248) 291/391 
 [================================================>................]  Step: 92ms | Tot: 26s614ms | Loss: 1.217 | Acc: 64.948% (24275/37376) 292/391 
 [================================================>................]  Step: 87ms | Tot: 26s701ms | Loss: 1.218 | Acc: 64.942% (24356/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 26s794ms | Loss: 1.218 | Acc: 64.966% (24448/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s886ms | Loss: 1.217 | Acc: 64.992% (24541/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s978ms | Loss: 1.217 | Acc: 65.002% (24628/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s71ms | Loss: 1.216 | Acc: 64.996% (24709/38016) 297/391 
 [=================================================>...............]  Step: 89ms | Tot: 27s160ms | Loss: 1.216 | Acc: 64.977% (24785/38144) 298/391 
 [=================================================>...............]  Step: 90ms | Tot: 27s251ms | Loss: 1.217 | Acc: 64.977% (24868/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s343ms | Loss: 1.218 | Acc: 64.961% (24945/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s435ms | Loss: 1.218 | Acc: 64.966% (25030/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s528ms | Loss: 1.219 | Acc: 64.937% (25102/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s620ms | Loss: 1.219 | Acc: 64.937% (25185/38784) 303/391 
 [==================================================>..............]  Step: 86ms | Tot: 27s707ms | Loss: 1.219 | Acc: 64.949% (25273/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s799ms | Loss: 1.218 | Acc: 64.982% (25369/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s892ms | Loss: 1.218 | Acc: 64.992% (25456/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s984ms | Loss: 1.217 | Acc: 65.009% (25546/39296) 307/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s77ms | Loss: 1.218 | Acc: 64.973% (25615/39424) 308/391 
 [===================================================>.............]  Step: 86ms | Tot: 28s163ms | Loss: 1.218 | Acc: 64.975% (25699/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s255ms | Loss: 1.218 | Acc: 64.960% (25776/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s347ms | Loss: 1.218 | Acc: 64.964% (25861/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s440ms | Loss: 1.219 | Acc: 64.956% (25941/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s532ms | Loss: 1.219 | Acc: 64.946% (26020/40064) 313/391 
 [====================================================>............]  Step: 87ms | Tot: 28s620ms | Loss: 1.218 | Acc: 64.953% (26106/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 28s712ms | Loss: 1.219 | Acc: 64.945% (26186/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s804ms | Loss: 1.219 | Acc: 64.928% (26262/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s896ms | Loss: 1.220 | Acc: 64.932% (26347/40576) 317/391 
 [====================================================>............]  Step: 92ms | Tot: 28s988ms | Loss: 1.220 | Acc: 64.922% (26426/40704) 318/391 
 [====================================================>............]  Step: 86ms | Tot: 29s75ms | Loss: 1.220 | Acc: 64.925% (26510/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s167ms | Loss: 1.221 | Acc: 64.900% (26583/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s260ms | Loss: 1.220 | Acc: 64.912% (26671/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s352ms | Loss: 1.221 | Acc: 64.904% (26751/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s445ms | Loss: 1.221 | Acc: 64.890% (26828/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s537ms | Loss: 1.221 | Acc: 64.882% (26908/41472) 324/391 
 [=====================================================>...........]  Step: 90ms | Tot: 29s628ms | Loss: 1.222 | Acc: 64.868% (26985/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s720ms | Loss: 1.223 | Acc: 64.844% (27058/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s812ms | Loss: 1.223 | Acc: 64.834% (27137/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s905ms | Loss: 1.222 | Acc: 64.849% (27226/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s997ms | Loss: 1.222 | Acc: 64.851% (27310/42112) 329/391 
 [======================================================>..........]  Step: 86ms | Tot: 30s83ms | Loss: 1.222 | Acc: 64.837% (27387/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s176ms | Loss: 1.222 | Acc: 64.853% (27477/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s268ms | Loss: 1.222 | Acc: 64.848% (27558/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s361ms | Loss: 1.222 | Acc: 64.839% (27637/42624) 333/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s453ms | Loss: 1.222 | Acc: 64.811% (27708/42752) 334/391 
 [=======================================================>.........]  Step: 87ms | Tot: 30s541ms | Loss: 1.223 | Acc: 64.806% (27789/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s633ms | Loss: 1.222 | Acc: 64.820% (27878/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s725ms | Loss: 1.223 | Acc: 64.818% (27960/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s818ms | Loss: 1.223 | Acc: 64.807% (28038/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 30s910ms | Loss: 1.223 | Acc: 64.807% (28121/43392) 339/391 
 [========================================================>........]  Step: 85ms | Tot: 30s995ms | Loss: 1.223 | Acc: 64.812% (28206/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 31s87ms | Loss: 1.223 | Acc: 64.805% (28286/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 31s180ms | Loss: 1.223 | Acc: 64.798% (28366/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s272ms | Loss: 1.223 | Acc: 64.796% (28448/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s364ms | Loss: 1.223 | Acc: 64.778% (28523/44032) 344/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s451ms | Loss: 1.223 | Acc: 64.787% (28610/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s544ms | Loss: 1.223 | Acc: 64.790% (28694/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s636ms | Loss: 1.223 | Acc: 64.772% (28769/44416) 347/391 
 [=========================================================>.......]  Step: 94ms | Tot: 31s731ms | Loss: 1.223 | Acc: 64.781% (28856/44544) 348/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s823ms | Loss: 1.224 | Acc: 64.770% (28934/44672) 349/391 
 [==========================================================>......]  Step: 89ms | Tot: 31s912ms | Loss: 1.225 | Acc: 64.757% (29011/44800) 350/391 
 [==========================================================>......]  Step: 90ms | Tot: 32s2ms | Loss: 1.224 | Acc: 64.777% (29103/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s95ms | Loss: 1.224 | Acc: 64.786% (29190/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s188ms | Loss: 1.224 | Acc: 64.804% (29281/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s280ms | Loss: 1.224 | Acc: 64.797% (29361/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s372ms | Loss: 1.224 | Acc: 64.791% (29441/45440) 355/391 
 [===========================================================>.....]  Step: 86ms | Tot: 32s458ms | Loss: 1.224 | Acc: 64.795% (29526/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s551ms | Loss: 1.224 | Acc: 64.793% (29608/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s643ms | Loss: 1.224 | Acc: 64.796% (29692/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s735ms | Loss: 1.224 | Acc: 64.789% (29772/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s828ms | Loss: 1.225 | Acc: 64.761% (29842/46080) 360/391 
 [===========================================================>.....]  Step: 86ms | Tot: 32s914ms | Loss: 1.225 | Acc: 64.738% (29914/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 33s7ms | Loss: 1.226 | Acc: 64.719% (29988/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 33s99ms | Loss: 1.226 | Acc: 64.704% (30064/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s192ms | Loss: 1.227 | Acc: 64.698% (30144/46592) 364/391 
 [============================================================>....]  Step: 92ms | Tot: 33s284ms | Loss: 1.227 | Acc: 64.694% (30225/46720) 365/391 
 [============================================================>....]  Step: 85ms | Tot: 33s370ms | Loss: 1.227 | Acc: 64.686% (30304/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 33s462ms | Loss: 1.228 | Acc: 64.671% (30380/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s554ms | Loss: 1.227 | Acc: 64.682% (30468/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s646ms | Loss: 1.227 | Acc: 64.683% (30551/47232) 369/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s739ms | Loss: 1.227 | Acc: 64.696% (30640/47360) 370/391 
 [=============================================================>...]  Step: 87ms | Tot: 33s826ms | Loss: 1.227 | Acc: 64.694% (30722/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s919ms | Loss: 1.227 | Acc: 64.680% (30798/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 34s12ms | Loss: 1.228 | Acc: 64.670% (30876/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s104ms | Loss: 1.228 | Acc: 64.649% (30949/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s196ms | Loss: 1.229 | Acc: 64.631% (31023/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s288ms | Loss: 1.229 | Acc: 64.609% (31095/48128) 376/391 
 [==============================================================>..]  Step: 88ms | Tot: 34s377ms | Loss: 1.229 | Acc: 64.624% (31185/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s469ms | Loss: 1.230 | Acc: 64.618% (31265/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s562ms | Loss: 1.230 | Acc: 64.631% (31354/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s654ms | Loss: 1.230 | Acc: 64.613% (31428/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s747ms | Loss: 1.231 | Acc: 64.592% (31500/48768) 381/391 
 [===============================================================>.]  Step: 86ms | Tot: 34s833ms | Loss: 1.231 | Acc: 64.576% (31575/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s925ms | Loss: 1.231 | Acc: 64.593% (31666/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s18ms | Loss: 1.231 | Acc: 64.575% (31740/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s110ms | Loss: 1.231 | Acc: 64.592% (31831/49280) 385/391 
 [================================================================>]  Step: 92ms | Tot: 35s203ms | Loss: 1.231 | Acc: 64.593% (31914/49408) 386/391 
 [================================================================>]  Step: 89ms | Tot: 35s292ms | Loss: 1.232 | Acc: 64.581% (31991/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 35s384ms | Loss: 1.231 | Acc: 64.592% (32079/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s477ms | Loss: 1.231 | Acc: 64.603% (32167/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s569ms | Loss: 1.230 | Acc: 64.603% (32250/49920) 390/391 
 [================================================================>]  Step: 66ms | Tot: 35s635ms | Loss: 1.231 | Acc: 64.590% (32295/50000) 391/391 
 [>................................................................]  Step: 159ms | Tot: 0ms | Loss: 1.615 | Acc: 57.000% (57/100)    1/100 
 [>................................................................]  Step: 26ms | Tot: 26ms | Loss: 1.650 | Acc: 56.000% (112/200)   2/100 
 [=>...............................................................]  Step: 28ms | Tot: 54ms | Loss: 1.632 | Acc: 56.000% (168/300)   3/100 
 [=>...............................................................]  Step: 26ms | Tot: 80ms | Loss: 1.652 | Acc: 56.250% (225/400)   4/100 
 [==>..............................................................]  Step: 28ms | Tot: 108ms | Loss: 1.702 | Acc: 55.200% (276/500)  5/100 
 [===>.............................................................]  Step: 26ms | Tot: 134ms | Loss: 1.759 | Acc: 54.167% (325/600)  6/100 
 [===>.............................................................]  Step: 25ms | Tot: 160ms | Loss: 1.710 | Acc: 56.143% (393/700)  7/100 
 [====>............................................................]  Step: 26ms | Tot: 186ms | Loss: 1.686 | Acc: 55.875% (447/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 212ms | Loss: 1.704 | Acc: 55.333% (498/900)  9/100 
 [=====>...........................................................]  Step: 20ms | Tot: 232ms | Loss: 1.694 | Acc: 55.100% (551/1000) 10/100 
 [======>..........................................................]  Step: 26ms | Tot: 259ms | Loss: 1.710 | Acc: 55.000% (605/1100) 11/100 
 [=======>.........................................................]  Step: 26ms | Tot: 285ms | Loss: 1.703 | Acc: 55.250% (663/1200) 12/100 
 [=======>.........................................................]  Step: 28ms | Tot: 313ms | Loss: 1.679 | Acc: 55.692% (724/1300) 13/100 
 [========>........................................................]  Step: 28ms | Tot: 341ms | Loss: 1.686 | Acc: 55.714% (780/1400) 14/100 
 [=========>.......................................................]  Step: 26ms | Tot: 367ms | Loss: 1.678 | Acc: 55.800% (837/1500) 15/100 
 [=========>.......................................................]  Step: 27ms | Tot: 395ms | Loss: 1.696 | Acc: 55.125% (882/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 420ms | Loss: 1.701 | Acc: 54.824% (932/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 446ms | Loss: 1.709 | Acc: 54.667% (984/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 472ms | Loss: 1.697 | Acc: 54.789% (1041/1900) 19/100 
 [============>....................................................]  Step: 26ms | Tot: 498ms | Loss: 1.693 | Acc: 54.850% (1097/2000) 20/100 
 [=============>...................................................]  Step: 25ms | Tot: 524ms | Loss: 1.683 | Acc: 55.190% (1159/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 550ms | Loss: 1.690 | Acc: 55.136% (1213/2200) 22/100 
 [==============>..................................................]  Step: 25ms | Tot: 575ms | Loss: 1.689 | Acc: 55.348% (1273/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 601ms | Loss: 1.701 | Acc: 55.250% (1326/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 627ms | Loss: 1.691 | Acc: 55.400% (1385/2500) 25/100 
 [================>................................................]  Step: 19ms | Tot: 647ms | Loss: 1.689 | Acc: 55.385% (1440/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 673ms | Loss: 1.691 | Acc: 55.444% (1497/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 699ms | Loss: 1.688 | Acc: 55.429% (1552/2800) 28/100 
 [==================>..............................................]  Step: 25ms | Tot: 725ms | Loss: 1.696 | Acc: 55.379% (1606/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 751ms | Loss: 1.699 | Acc: 55.100% (1653/3000) 30/100 
 [===================>.............................................]  Step: 26ms | Tot: 777ms | Loss: 1.708 | Acc: 54.871% (1701/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 803ms | Loss: 1.697 | Acc: 55.000% (1760/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 829ms | Loss: 1.701 | Acc: 55.000% (1815/3300) 33/100 
 [=====================>...........................................]  Step: 26ms | Tot: 855ms | Loss: 1.706 | Acc: 54.882% (1866/3400) 34/100 
 [======================>..........................................]  Step: 26ms | Tot: 881ms | Loss: 1.709 | Acc: 54.857% (1920/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 907ms | Loss: 1.711 | Acc: 54.694% (1969/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 932ms | Loss: 1.707 | Acc: 54.703% (2024/3700) 37/100 
 [========================>........................................]  Step: 26ms | Tot: 958ms | Loss: 1.701 | Acc: 54.868% (2085/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 984ms | Loss: 1.704 | Acc: 54.641% (2131/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 1s10ms | Loss: 1.697 | Acc: 54.750% (2190/4000) 40/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s36ms | Loss: 1.694 | Acc: 54.756% (2245/4100) 41/100 
 [==========================>......................................]  Step: 20ms | Tot: 1s57ms | Loss: 1.689 | Acc: 54.857% (2304/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s83ms | Loss: 1.689 | Acc: 54.930% (2362/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s109ms | Loss: 1.694 | Acc: 54.864% (2414/4400) 44/100 
 [============================>....................................]  Step: 26ms | Tot: 1s135ms | Loss: 1.690 | Acc: 54.956% (2473/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s161ms | Loss: 1.686 | Acc: 55.109% (2535/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s187ms | Loss: 1.687 | Acc: 55.149% (2592/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s212ms | Loss: 1.691 | Acc: 55.083% (2644/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s238ms | Loss: 1.703 | Acc: 54.898% (2690/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s264ms | Loss: 1.701 | Acc: 54.940% (2747/5000) 50/100 
 [================================>................................]  Step: 26ms | Tot: 1s290ms | Loss: 1.697 | Acc: 55.098% (2810/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s316ms | Loss: 1.698 | Acc: 55.019% (2861/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s342ms | Loss: 1.696 | Acc: 54.962% (2913/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s368ms | Loss: 1.696 | Acc: 55.074% (2974/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s394ms | Loss: 1.698 | Acc: 54.964% (3023/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s419ms | Loss: 1.691 | Acc: 55.143% (3088/5600) 56/100 
 [====================================>............................]  Step: 26ms | Tot: 1s445ms | Loss: 1.686 | Acc: 55.246% (3149/5700) 57/100 
 [=====================================>...........................]  Step: 23ms | Tot: 1s469ms | Loss: 1.684 | Acc: 55.241% (3204/5800) 58/100 
 [=====================================>...........................]  Step: 23ms | Tot: 1s492ms | Loss: 1.685 | Acc: 55.203% (3257/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s518ms | Loss: 1.686 | Acc: 55.150% (3309/6000) 60/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s544ms | Loss: 1.692 | Acc: 54.967% (3353/6100) 61/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s570ms | Loss: 1.691 | Acc: 54.984% (3409/6200) 62/100 
 [========================================>........................]  Step: 25ms | Tot: 1s596ms | Loss: 1.694 | Acc: 54.921% (3460/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s622ms | Loss: 1.689 | Acc: 55.016% (3521/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s648ms | Loss: 1.688 | Acc: 55.000% (3575/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s674ms | Loss: 1.697 | Acc: 54.788% (3616/6600) 66/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s699ms | Loss: 1.694 | Acc: 54.806% (3672/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s725ms | Loss: 1.700 | Acc: 54.779% (3725/6800) 68/100 
 [============================================>....................]  Step: 26ms | Tot: 1s751ms | Loss: 1.698 | Acc: 54.855% (3785/6900) 69/100 
 [============================================>....................]  Step: 25ms | Tot: 1s777ms | Loss: 1.698 | Acc: 54.871% (3841/7000) 70/100 
 [=============================================>...................]  Step: 27ms | Tot: 1s805ms | Loss: 1.699 | Acc: 54.817% (3892/7100) 71/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s831ms | Loss: 1.697 | Acc: 54.875% (3951/7200) 72/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s857ms | Loss: 1.696 | Acc: 54.863% (4005/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s883ms | Loss: 1.697 | Acc: 54.757% (4052/7400) 74/100 
 [================================================>................]  Step: 12ms | Tot: 1s895ms | Loss: 1.700 | Acc: 54.680% (4101/7500) 75/100 
 [================================================>................]  Step: 11ms | Tot: 1s906ms | Loss: 1.702 | Acc: 54.671% (4155/7600) 76/100 
 [=================================================>...............]  Step: 12ms | Tot: 1s919ms | Loss: 1.702 | Acc: 54.714% (4213/7700) 77/100 
 [==================================================>..............]  Step: 11ms | Tot: 1s930ms | Loss: 1.707 | Acc: 54.654% (4263/7800) 78/100 
 [==================================================>..............]  Step: 11ms | Tot: 1s942ms | Loss: 1.707 | Acc: 54.671% (4319/7900) 79/100 
 [===================================================>.............]  Step: 11ms | Tot: 1s953ms | Loss: 1.705 | Acc: 54.688% (4375/8000) 80/100 
 [====================================================>............]  Step: 11ms | Tot: 1s965ms | Loss: 1.706 | Acc: 54.667% (4428/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 1s977ms | Loss: 1.705 | Acc: 54.646% (4481/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 1s989ms | Loss: 1.707 | Acc: 54.578% (4530/8300) 83/100 
 [=====================================================>...........]  Step: 11ms | Tot: 2s | Loss: 1.706 | Acc: 54.583% (4585/8400)   84/100 
 [======================================================>..........]  Step: 11ms | Tot: 2s12ms | Loss: 1.704 | Acc: 54.600% (4641/8500) 85/100 
 [=======================================================>.........]  Step: 11ms | Tot: 2s24ms | Loss: 1.699 | Acc: 54.698% (4704/8600) 86/100 
 [=======================================================>.........]  Step: 11ms | Tot: 2s35ms | Loss: 1.699 | Acc: 54.667% (4756/8700) 87/100 
 [========================================================>........]  Step: 11ms | Tot: 2s47ms | Loss: 1.694 | Acc: 54.795% (4822/8800) 88/100 
 [=========================================================>.......]  Step: 11ms | Tot: 2s59ms | Loss: 1.696 | Acc: 54.719% (4870/8900) 89/100 
 [=========================================================>.......]  Step: 11ms | Tot: 2s70ms | Loss: 1.696 | Acc: 54.722% (4925/9000) 90/100 
 [==========================================================>......]  Step: 11ms | Tot: 2s82ms | Loss: 1.696 | Acc: 54.692% (4977/9100) 91/100 
 [===========================================================>.....]  Step: 11ms | Tot: 2s94ms | Loss: 1.696 | Acc: 54.717% (5034/9200) 92/100 
 [===========================================================>.....]  Step: 11ms | Tot: 2s106ms | Loss: 1.697 | Acc: 54.731% (5090/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 2s117ms | Loss: 1.697 | Acc: 54.777% (5149/9400) 94/100 
 [=============================================================>...]  Step: 11ms | Tot: 2s129ms | Loss: 1.698 | Acc: 54.789% (5205/9500) 95/100 
 [=============================================================>...]  Step: 11ms | Tot: 2s141ms | Loss: 1.695 | Acc: 54.885% (5269/9600) 96/100 
 [==============================================================>..]  Step: 11ms | Tot: 2s153ms | Loss: 1.693 | Acc: 54.856% (5321/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 2s164ms | Loss: 1.693 | Acc: 54.898% (5380/9800) 98/100 
 [===============================================================>.]  Step: 11ms | Tot: 2s176ms | Loss: 1.692 | Acc: 54.909% (5436/9900) 99/100 
 [================================================================>]  Step: 11ms | Tot: 2s187ms | Loss: 1.689 | Acc: 54.980% (5498/10000) 100/100 

Epoch: 18
 [>................................................................]  Step: 198ms | Tot: 0ms | Loss: 1.233 | Acc: 66.406% (85/128)    1/391 
 [>................................................................]  Step: 42ms | Tot: 42ms | Loss: 1.213 | Acc: 65.625% (168/256)   2/391 
 [>................................................................]  Step: 42ms | Tot: 85ms | Loss: 1.147 | Acc: 69.271% (266/384)   3/391 
 [>................................................................]  Step: 41ms | Tot: 126ms | Loss: 1.159 | Acc: 69.141% (354/512)  4/391 
 [>................................................................]  Step: 42ms | Tot: 168ms | Loss: 1.121 | Acc: 69.844% (447/640)  5/391 
 [>................................................................]  Step: 42ms | Tot: 211ms | Loss: 1.106 | Acc: 70.312% (540/768)  6/391 
 [>................................................................]  Step: 42ms | Tot: 253ms | Loss: 1.103 | Acc: 69.643% (624/896)  7/391 
 [=>...............................................................]  Step: 42ms | Tot: 295ms | Loss: 1.099 | Acc: 69.336% (710/1024) 8/391 
 [=>...............................................................]  Step: 42ms | Tot: 338ms | Loss: 1.108 | Acc: 69.184% (797/1152) 9/391 
 [=>...............................................................]  Step: 41ms | Tot: 380ms | Loss: 1.120 | Acc: 68.828% (881/1280) 10/391 
 [=>...............................................................]  Step: 42ms | Tot: 422ms | Loss: 1.106 | Acc: 69.176% (974/1408) 11/391 
 [=>...............................................................]  Step: 42ms | Tot: 464ms | Loss: 1.117 | Acc: 68.620% (1054/1536) 12/391 
 [=>...............................................................]  Step: 42ms | Tot: 507ms | Loss: 1.116 | Acc: 68.870% (1146/1664) 13/391 
 [==>..............................................................]  Step: 42ms | Tot: 549ms | Loss: 1.109 | Acc: 68.973% (1236/1792) 14/391 
 [==>..............................................................]  Step: 42ms | Tot: 591ms | Loss: 1.111 | Acc: 68.750% (1320/1920) 15/391 
 [==>..............................................................]  Step: 42ms | Tot: 633ms | Loss: 1.107 | Acc: 68.506% (1403/2048) 16/391 
 [==>..............................................................]  Step: 42ms | Tot: 675ms | Loss: 1.105 | Acc: 68.428% (1489/2176) 17/391 
 [==>..............................................................]  Step: 42ms | Tot: 717ms | Loss: 1.104 | Acc: 68.446% (1577/2304) 18/391 
 [==>..............................................................]  Step: 42ms | Tot: 760ms | Loss: 1.103 | Acc: 68.298% (1661/2432) 19/391 
 [===>.............................................................]  Step: 42ms | Tot: 802ms | Loss: 1.096 | Acc: 68.359% (1750/2560) 20/391 
 [===>.............................................................]  Step: 42ms | Tot: 844ms | Loss: 1.100 | Acc: 68.266% (1835/2688) 21/391 
 [===>.............................................................]  Step: 41ms | Tot: 885ms | Loss: 1.107 | Acc: 67.898% (1912/2816) 22/391 
 [===>.............................................................]  Step: 42ms | Tot: 928ms | Loss: 1.116 | Acc: 67.629% (1991/2944) 23/391 
 [===>.............................................................]  Step: 42ms | Tot: 971ms | Loss: 1.124 | Acc: 67.415% (2071/3072) 24/391 
 [===>.............................................................]  Step: 42ms | Tot: 1s13ms | Loss: 1.125 | Acc: 67.219% (2151/3200) 25/391 
 [====>............................................................]  Step: 41ms | Tot: 1s55ms | Loss: 1.124 | Acc: 67.248% (2238/3328) 26/391 
 [====>............................................................]  Step: 42ms | Tot: 1s97ms | Loss: 1.129 | Acc: 67.130% (2320/3456) 27/391 
 [====>............................................................]  Step: 41ms | Tot: 1s139ms | Loss: 1.131 | Acc: 66.936% (2399/3584) 28/391 
 [====>............................................................]  Step: 42ms | Tot: 1s181ms | Loss: 1.130 | Acc: 66.837% (2481/3712) 29/391 
 [====>............................................................]  Step: 41ms | Tot: 1s223ms | Loss: 1.129 | Acc: 66.745% (2563/3840) 30/391 
 [====>............................................................]  Step: 42ms | Tot: 1s265ms | Loss: 1.128 | Acc: 66.809% (2651/3968) 31/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s307ms | Loss: 1.122 | Acc: 66.992% (2744/4096) 32/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s349ms | Loss: 1.122 | Acc: 66.927% (2827/4224) 33/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s391ms | Loss: 1.119 | Acc: 67.096% (2920/4352) 34/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s433ms | Loss: 1.119 | Acc: 67.031% (3003/4480) 35/391 
 [=====>...........................................................]  Step: 41ms | Tot: 1s475ms | Loss: 1.117 | Acc: 67.188% (3096/4608) 36/391 
 [=====>...........................................................]  Step: 42ms | Tot: 1s517ms | Loss: 1.119 | Acc: 67.061% (3176/4736) 37/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s559ms | Loss: 1.119 | Acc: 66.982% (3258/4864) 38/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s602ms | Loss: 1.123 | Acc: 66.787% (3334/4992) 39/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s644ms | Loss: 1.123 | Acc: 66.895% (3425/5120) 40/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s686ms | Loss: 1.124 | Acc: 66.883% (3510/5248) 41/391 
 [======>..........................................................]  Step: 41ms | Tot: 1s728ms | Loss: 1.126 | Acc: 66.815% (3592/5376) 42/391 
 [======>..........................................................]  Step: 42ms | Tot: 1s770ms | Loss: 1.125 | Acc: 66.806% (3677/5504) 43/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s812ms | Loss: 1.125 | Acc: 66.761% (3760/5632) 44/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s855ms | Loss: 1.121 | Acc: 66.806% (3848/5760) 45/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s897ms | Loss: 1.119 | Acc: 66.865% (3937/5888) 46/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s939ms | Loss: 1.118 | Acc: 66.872% (4023/6016) 47/391 
 [=======>.........................................................]  Step: 42ms | Tot: 1s982ms | Loss: 1.118 | Acc: 66.715% (4099/6144) 48/391 
 [=======>.........................................................]  Step: 42ms | Tot: 2s24ms | Loss: 1.115 | Acc: 66.869% (4194/6272) 49/391 
 [========>........................................................]  Step: 41ms | Tot: 2s66ms | Loss: 1.119 | Acc: 66.812% (4276/6400) 50/391 
 [========>........................................................]  Step: 42ms | Tot: 2s109ms | Loss: 1.120 | Acc: 66.805% (4361/6528) 51/391 
 [========>........................................................]  Step: 42ms | Tot: 2s151ms | Loss: 1.118 | Acc: 66.887% (4452/6656) 52/391 
 [========>........................................................]  Step: 42ms | Tot: 2s193ms | Loss: 1.118 | Acc: 66.775% (4530/6784) 53/391 
 [========>........................................................]  Step: 41ms | Tot: 2s235ms | Loss: 1.118 | Acc: 66.797% (4617/6912) 54/391 
 [========>........................................................]  Step: 42ms | Tot: 2s277ms | Loss: 1.119 | Acc: 66.719% (4697/7040) 55/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s319ms | Loss: 1.122 | Acc: 66.657% (4778/7168) 56/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s362ms | Loss: 1.125 | Acc: 66.653% (4863/7296) 57/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s404ms | Loss: 1.126 | Acc: 66.689% (4951/7424) 58/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s446ms | Loss: 1.125 | Acc: 66.684% (5036/7552) 59/391 
 [=========>.......................................................]  Step: 41ms | Tot: 2s488ms | Loss: 1.125 | Acc: 66.641% (5118/7680) 60/391 
 [=========>.......................................................]  Step: 42ms | Tot: 2s530ms | Loss: 1.124 | Acc: 66.714% (5209/7808) 61/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s572ms | Loss: 1.126 | Acc: 66.633% (5288/7936) 62/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s615ms | Loss: 1.126 | Acc: 66.629% (5373/8064) 63/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s656ms | Loss: 1.130 | Acc: 66.638% (5459/8192) 64/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s699ms | Loss: 1.131 | Acc: 66.575% (5539/8320) 65/391 
 [==========>......................................................]  Step: 41ms | Tot: 2s740ms | Loss: 1.130 | Acc: 66.584% (5625/8448) 66/391 
 [==========>......................................................]  Step: 42ms | Tot: 2s782ms | Loss: 1.130 | Acc: 66.535% (5706/8576) 67/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s824ms | Loss: 1.131 | Acc: 66.475% (5786/8704) 68/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s867ms | Loss: 1.132 | Acc: 66.406% (5865/8832) 69/391 
 [===========>.....................................................]  Step: 41ms | Tot: 2s908ms | Loss: 1.132 | Acc: 66.339% (5944/8960) 70/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s951ms | Loss: 1.134 | Acc: 66.263% (6022/9088) 71/391 
 [===========>.....................................................]  Step: 42ms | Tot: 2s993ms | Loss: 1.134 | Acc: 66.222% (6103/9216) 72/391 
 [===========>.....................................................]  Step: 42ms | Tot: 3s35ms | Loss: 1.133 | Acc: 66.256% (6191/9344) 73/391 
 [============>....................................................]  Step: 42ms | Tot: 3s77ms | Loss: 1.135 | Acc: 66.216% (6272/9472) 74/391 
 [============>....................................................]  Step: 42ms | Tot: 3s119ms | Loss: 1.136 | Acc: 66.198% (6355/9600) 75/391 
 [============>....................................................]  Step: 42ms | Tot: 3s162ms | Loss: 1.133 | Acc: 66.303% (6450/9728) 76/391 
 [============>....................................................]  Step: 42ms | Tot: 3s204ms | Loss: 1.134 | Acc: 66.274% (6532/9856) 77/391 
 [============>....................................................]  Step: 42ms | Tot: 3s246ms | Loss: 1.134 | Acc: 66.336% (6623/9984) 78/391 
 [============>....................................................]  Step: 42ms | Tot: 3s288ms | Loss: 1.135 | Acc: 66.377% (6712/10112) 79/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s330ms | Loss: 1.137 | Acc: 66.348% (6794/10240) 80/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s373ms | Loss: 1.137 | Acc: 66.358% (6880/10368) 81/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s415ms | Loss: 1.138 | Acc: 66.406% (6970/10496) 82/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s457ms | Loss: 1.138 | Acc: 66.444% (7059/10624) 83/391 
 [=============>...................................................]  Step: 41ms | Tot: 3s499ms | Loss: 1.138 | Acc: 66.462% (7146/10752) 84/391 
 [=============>...................................................]  Step: 42ms | Tot: 3s542ms | Loss: 1.137 | Acc: 66.434% (7228/10880) 85/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s583ms | Loss: 1.136 | Acc: 66.452% (7315/11008) 86/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s626ms | Loss: 1.137 | Acc: 66.442% (7399/11136) 87/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s668ms | Loss: 1.136 | Acc: 66.442% (7484/11264) 88/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s710ms | Loss: 1.140 | Acc: 66.406% (7565/11392) 89/391 
 [==============>..................................................]  Step: 41ms | Tot: 3s752ms | Loss: 1.141 | Acc: 66.354% (7644/11520) 90/391 
 [==============>..................................................]  Step: 42ms | Tot: 3s794ms | Loss: 1.142 | Acc: 66.295% (7722/11648) 91/391 
 [===============>.................................................]  Step: 41ms | Tot: 3s836ms | Loss: 1.143 | Acc: 66.270% (7804/11776) 92/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s878ms | Loss: 1.143 | Acc: 66.255% (7887/11904) 93/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s920ms | Loss: 1.143 | Acc: 66.198% (7965/12032) 94/391 
 [===============>.................................................]  Step: 42ms | Tot: 3s963ms | Loss: 1.141 | Acc: 66.250% (8056/12160) 95/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s5ms | Loss: 1.141 | Acc: 66.252% (8141/12288) 96/391 
 [===============>.................................................]  Step: 42ms | Tot: 4s48ms | Loss: 1.142 | Acc: 66.213% (8221/12416) 97/391 
 [================>................................................]  Step: 42ms | Tot: 4s90ms | Loss: 1.142 | Acc: 66.191% (8303/12544) 98/391 
 [================>................................................]  Step: 42ms | Tot: 4s132ms | Loss: 1.144 | Acc: 66.162% (8384/12672) 99/391 
 [================>................................................]  Step: 42ms | Tot: 4s174ms | Loss: 1.144 | Acc: 66.180% (8471/12800) 100/391 
 [================>................................................]  Step: 42ms | Tot: 4s216ms | Loss: 1.144 | Acc: 66.174% (8555/12928) 101/391 
 [================>................................................]  Step: 42ms | Tot: 4s258ms | Loss: 1.145 | Acc: 66.146% (8636/13056) 102/391 
 [================>................................................]  Step: 42ms | Tot: 4s300ms | Loss: 1.144 | Acc: 66.156% (8722/13184) 103/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s342ms | Loss: 1.144 | Acc: 66.136% (8804/13312) 104/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s385ms | Loss: 1.146 | Acc: 66.042% (8876/13440) 105/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s427ms | Loss: 1.145 | Acc: 66.067% (8964/13568) 106/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s469ms | Loss: 1.144 | Acc: 66.085% (9051/13696) 107/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s511ms | Loss: 1.143 | Acc: 66.110% (9139/13824) 108/391 
 [=================>...............................................]  Step: 42ms | Tot: 4s554ms | Loss: 1.143 | Acc: 66.134% (9227/13952) 109/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s596ms | Loss: 1.142 | Acc: 66.179% (9318/14080) 110/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s638ms | Loss: 1.143 | Acc: 66.202% (9406/14208) 111/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s680ms | Loss: 1.144 | Acc: 66.218% (9493/14336) 112/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s723ms | Loss: 1.145 | Acc: 66.164% (9570/14464) 113/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s765ms | Loss: 1.145 | Acc: 66.180% (9657/14592) 114/391 
 [==================>..............................................]  Step: 42ms | Tot: 4s808ms | Loss: 1.145 | Acc: 66.202% (9745/14720) 115/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s850ms | Loss: 1.146 | Acc: 66.211% (9831/14848) 116/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s892ms | Loss: 1.144 | Acc: 66.259% (9923/14976) 117/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s934ms | Loss: 1.145 | Acc: 66.208% (10000/15104) 118/391 
 [===================>.............................................]  Step: 42ms | Tot: 4s976ms | Loss: 1.145 | Acc: 66.150% (10076/15232) 119/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s18ms | Loss: 1.145 | Acc: 66.172% (10164/15360) 120/391 
 [===================>.............................................]  Step: 42ms | Tot: 5s60ms | Loss: 1.145 | Acc: 66.187% (10251/15488) 121/391 
 [====================>............................................]  Step: 42ms | Tot: 5s102ms | Loss: 1.145 | Acc: 66.195% (10337/15616) 122/391 
 [====================>............................................]  Step: 42ms | Tot: 5s144ms | Loss: 1.145 | Acc: 66.184% (10420/15744) 123/391 
 [====================>............................................]  Step: 42ms | Tot: 5s186ms | Loss: 1.144 | Acc: 66.167% (10502/15872) 124/391 
 [====================>............................................]  Step: 42ms | Tot: 5s229ms | Loss: 1.144 | Acc: 66.150% (10584/16000) 125/391 
 [====================>............................................]  Step: 41ms | Tot: 5s271ms | Loss: 1.144 | Acc: 66.164% (10671/16128) 126/391 
 [====================>............................................]  Step: 42ms | Tot: 5s313ms | Loss: 1.144 | Acc: 66.123% (10749/16256) 127/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s355ms | Loss: 1.145 | Acc: 66.095% (10829/16384) 128/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s397ms | Loss: 1.146 | Acc: 66.116% (10917/16512) 129/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s440ms | Loss: 1.146 | Acc: 66.112% (11001/16640) 130/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s482ms | Loss: 1.145 | Acc: 66.120% (11087/16768) 131/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s525ms | Loss: 1.146 | Acc: 66.134% (11174/16896) 132/391 
 [=====================>...........................................]  Step: 42ms | Tot: 5s567ms | Loss: 1.147 | Acc: 66.113% (11255/17024) 133/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s609ms | Loss: 1.148 | Acc: 66.115% (11340/17152) 134/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s651ms | Loss: 1.150 | Acc: 66.076% (11418/17280) 135/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s693ms | Loss: 1.151 | Acc: 66.067% (11501/17408) 136/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s735ms | Loss: 1.150 | Acc: 66.104% (11592/17536) 137/391 
 [======================>..........................................]  Step: 41ms | Tot: 5s777ms | Loss: 1.149 | Acc: 66.106% (11677/17664) 138/391 
 [======================>..........................................]  Step: 42ms | Tot: 5s819ms | Loss: 1.147 | Acc: 66.159% (11771/17792) 139/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s861ms | Loss: 1.147 | Acc: 66.183% (11860/17920) 140/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s904ms | Loss: 1.147 | Acc: 66.218% (11951/18048) 141/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s946ms | Loss: 1.149 | Acc: 66.186% (12030/18176) 142/391 
 [=======================>.........................................]  Step: 42ms | Tot: 5s988ms | Loss: 1.150 | Acc: 66.133% (12105/18304) 143/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s31ms | Loss: 1.149 | Acc: 66.157% (12194/18432) 144/391 
 [=======================>.........................................]  Step: 42ms | Tot: 6s73ms | Loss: 1.149 | Acc: 66.169% (12281/18560) 145/391 
 [========================>........................................]  Step: 42ms | Tot: 6s115ms | Loss: 1.151 | Acc: 66.128% (12358/18688) 146/391 
 [========================>........................................]  Step: 42ms | Tot: 6s157ms | Loss: 1.151 | Acc: 66.130% (12443/18816) 147/391 
 [========================>........................................]  Step: 42ms | Tot: 6s199ms | Loss: 1.150 | Acc: 66.163% (12534/18944) 148/391 
 [========================>........................................]  Step: 42ms | Tot: 6s242ms | Loss: 1.152 | Acc: 66.149% (12616/19072) 149/391 
 [========================>........................................]  Step: 42ms | Tot: 6s284ms | Loss: 1.151 | Acc: 66.172% (12705/19200) 150/391 
 [========================>........................................]  Step: 42ms | Tot: 6s327ms | Loss: 1.152 | Acc: 66.168% (12789/19328) 151/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s369ms | Loss: 1.152 | Acc: 66.160% (12872/19456) 152/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s411ms | Loss: 1.152 | Acc: 66.151% (12955/19584) 153/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s453ms | Loss: 1.153 | Acc: 66.127% (13035/19712) 154/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s495ms | Loss: 1.153 | Acc: 66.144% (13123/19840) 155/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s537ms | Loss: 1.152 | Acc: 66.151% (13209/19968) 156/391 
 [=========================>.......................................]  Step: 42ms | Tot: 6s579ms | Loss: 1.154 | Acc: 66.118% (13287/20096) 157/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s621ms | Loss: 1.155 | Acc: 66.095% (13367/20224) 158/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s663ms | Loss: 1.156 | Acc: 66.072% (13447/20352) 159/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s706ms | Loss: 1.155 | Acc: 66.079% (13533/20480) 160/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s748ms | Loss: 1.156 | Acc: 66.062% (13614/20608) 161/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s790ms | Loss: 1.156 | Acc: 66.069% (13700/20736) 162/391 
 [==========================>......................................]  Step: 42ms | Tot: 6s832ms | Loss: 1.157 | Acc: 66.066% (13784/20864) 163/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s875ms | Loss: 1.158 | Acc: 65.992% (13853/20992) 164/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s917ms | Loss: 1.158 | Acc: 65.994% (13938/21120) 165/391 
 [===========================>.....................................]  Step: 42ms | Tot: 6s959ms | Loss: 1.160 | Acc: 65.921% (14007/21248) 166/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s1ms | Loss: 1.161 | Acc: 65.906% (14088/21376) 167/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s43ms | Loss: 1.161 | Acc: 65.913% (14174/21504) 168/391 
 [===========================>.....................................]  Step: 42ms | Tot: 7s85ms | Loss: 1.161 | Acc: 65.912% (14258/21632) 169/391 
 [============================>....................................]  Step: 41ms | Tot: 7s127ms | Loss: 1.161 | Acc: 65.919% (14344/21760) 170/391 
 [============================>....................................]  Step: 42ms | Tot: 7s169ms | Loss: 1.160 | Acc: 65.954% (14436/21888) 171/391 
 [============================>....................................]  Step: 42ms | Tot: 7s211ms | Loss: 1.160 | Acc: 65.966% (14523/22016) 172/391 
 [============================>....................................]  Step: 42ms | Tot: 7s254ms | Loss: 1.159 | Acc: 65.995% (14614/22144) 173/391 
 [============================>....................................]  Step: 42ms | Tot: 7s296ms | Loss: 1.159 | Acc: 66.025% (14705/22272) 174/391 
 [============================>....................................]  Step: 42ms | Tot: 7s338ms | Loss: 1.159 | Acc: 66.027% (14790/22400) 175/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s380ms | Loss: 1.159 | Acc: 66.020% (14873/22528) 176/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s423ms | Loss: 1.158 | Acc: 66.044% (14963/22656) 177/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s465ms | Loss: 1.158 | Acc: 66.064% (15052/22784) 178/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s507ms | Loss: 1.158 | Acc: 66.057% (15135/22912) 179/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s549ms | Loss: 1.160 | Acc: 66.029% (15213/23040) 180/391 
 [=============================>...................................]  Step: 42ms | Tot: 7s592ms | Loss: 1.160 | Acc: 66.022% (15296/23168) 181/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s634ms | Loss: 1.161 | Acc: 66.003% (15376/23296) 182/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s677ms | Loss: 1.160 | Acc: 66.018% (15464/23424) 183/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s719ms | Loss: 1.160 | Acc: 66.028% (15551/23552) 184/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s761ms | Loss: 1.160 | Acc: 66.026% (15635/23680) 185/391 
 [==============================>..................................]  Step: 41ms | Tot: 7s803ms | Loss: 1.161 | Acc: 66.016% (15717/23808) 186/391 
 [==============================>..................................]  Step: 42ms | Tot: 7s845ms | Loss: 1.162 | Acc: 65.980% (15793/23936) 187/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s887ms | Loss: 1.162 | Acc: 66.003% (15883/24064) 188/391 
 [===============================>.................................]  Step: 42ms | Tot: 7s929ms | Loss: 1.163 | Acc: 65.976% (15961/24192) 189/391 
 [===============================>.................................]  Step: 41ms | Tot: 7s971ms | Loss: 1.164 | Acc: 65.938% (16036/24320) 190/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s13ms | Loss: 1.165 | Acc: 65.920% (16116/24448) 191/391 
 [===============================>.................................]  Step: 41ms | Tot: 8s55ms | Loss: 1.165 | Acc: 65.938% (16205/24576) 192/391 
 [===============================>.................................]  Step: 42ms | Tot: 8s98ms | Loss: 1.166 | Acc: 65.937% (16289/24704) 193/391 
 [================================>................................]  Step: 41ms | Tot: 8s139ms | Loss: 1.167 | Acc: 65.895% (16363/24832) 194/391 
 [================================>................................]  Step: 42ms | Tot: 8s182ms | Loss: 1.166 | Acc: 65.933% (16457/24960) 195/391 
 [================================>................................]  Step: 41ms | Tot: 8s224ms | Loss: 1.168 | Acc: 65.900% (16533/25088) 196/391 
 [================================>................................]  Step: 42ms | Tot: 8s266ms | Loss: 1.168 | Acc: 65.903% (16618/25216) 197/391 
 [================================>................................]  Step: 42ms | Tot: 8s308ms | Loss: 1.168 | Acc: 65.929% (16709/25344) 198/391 
 [================================>................................]  Step: 42ms | Tot: 8s350ms | Loss: 1.168 | Acc: 65.896% (16785/25472) 199/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s392ms | Loss: 1.168 | Acc: 65.895% (16869/25600) 200/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s434ms | Loss: 1.169 | Acc: 65.901% (16955/25728) 201/391 
 [=================================>...............................]  Step: 41ms | Tot: 8s476ms | Loss: 1.169 | Acc: 65.861% (17029/25856) 202/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s518ms | Loss: 1.169 | Acc: 65.844% (17109/25984) 203/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s560ms | Loss: 1.169 | Acc: 65.828% (17189/26112) 204/391 
 [=================================>...............................]  Step: 42ms | Tot: 8s602ms | Loss: 1.170 | Acc: 65.793% (17264/26240) 205/391 
 [==================================>..............................]  Step: 41ms | Tot: 8s644ms | Loss: 1.171 | Acc: 65.777% (17344/26368) 206/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s686ms | Loss: 1.172 | Acc: 65.731% (17416/26496) 207/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s728ms | Loss: 1.172 | Acc: 65.741% (17503/26624) 208/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s770ms | Loss: 1.172 | Acc: 65.745% (17588/26752) 209/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s813ms | Loss: 1.173 | Acc: 65.714% (17664/26880) 210/391 
 [==================================>..............................]  Step: 42ms | Tot: 8s855ms | Loss: 1.174 | Acc: 65.677% (17738/27008) 211/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s897ms | Loss: 1.174 | Acc: 65.662% (17818/27136) 212/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s940ms | Loss: 1.174 | Acc: 65.654% (17900/27264) 213/391 
 [===================================>.............................]  Step: 42ms | Tot: 8s982ms | Loss: 1.175 | Acc: 65.621% (17975/27392) 214/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s24ms | Loss: 1.175 | Acc: 65.614% (18057/27520) 215/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s67ms | Loss: 1.176 | Acc: 65.621% (18143/27648) 216/391 
 [===================================>.............................]  Step: 42ms | Tot: 9s109ms | Loss: 1.177 | Acc: 65.593% (18219/27776) 217/391 
 [====================================>............................]  Step: 42ms | Tot: 9s152ms | Loss: 1.177 | Acc: 65.578% (18299/27904) 218/391 
 [====================================>............................]  Step: 42ms | Tot: 9s194ms | Loss: 1.177 | Acc: 65.557% (18377/28032) 219/391 
 [====================================>............................]  Step: 41ms | Tot: 9s236ms | Loss: 1.176 | Acc: 65.579% (18467/28160) 220/391 
 [====================================>............................]  Step: 42ms | Tot: 9s278ms | Loss: 1.177 | Acc: 65.540% (18540/28288) 221/391 
 [====================================>............................]  Step: 42ms | Tot: 9s320ms | Loss: 1.177 | Acc: 65.541% (18624/28416) 222/391 
 [====================================>............................]  Step: 42ms | Tot: 9s363ms | Loss: 1.178 | Acc: 65.541% (18708/28544) 223/391 
 [=====================================>...........................]  Step: 41ms | Tot: 9s404ms | Loss: 1.178 | Acc: 65.513% (18784/28672) 224/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s447ms | Loss: 1.178 | Acc: 65.486% (18860/28800) 225/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s489ms | Loss: 1.179 | Acc: 65.463% (18937/28928) 226/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s531ms | Loss: 1.180 | Acc: 65.446% (19016/29056) 227/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s573ms | Loss: 1.180 | Acc: 65.437% (19097/29184) 228/391 
 [=====================================>...........................]  Step: 42ms | Tot: 9s615ms | Loss: 1.181 | Acc: 65.400% (19170/29312) 229/391 
 [======================================>..........................]  Step: 41ms | Tot: 9s657ms | Loss: 1.181 | Acc: 65.374% (19246/29440) 230/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s699ms | Loss: 1.182 | Acc: 65.338% (19319/29568) 231/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s742ms | Loss: 1.182 | Acc: 65.349% (19406/29696) 232/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s784ms | Loss: 1.183 | Acc: 65.343% (19488/29824) 233/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s826ms | Loss: 1.185 | Acc: 65.304% (19560/29952) 234/391 
 [======================================>..........................]  Step: 42ms | Tot: 9s869ms | Loss: 1.186 | Acc: 65.286% (19638/30080) 235/391 
 [=======================================>.........................]  Step: 41ms | Tot: 9s911ms | Loss: 1.186 | Acc: 65.297% (19725/30208) 236/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s953ms | Loss: 1.185 | Acc: 65.292% (19807/30336) 237/391 
 [=======================================>.........................]  Step: 42ms | Tot: 9s995ms | Loss: 1.186 | Acc: 65.274% (19885/30464) 238/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s37ms | Loss: 1.185 | Acc: 65.305% (19978/30592) 239/391 
 [=======================================>.........................]  Step: 41ms | Tot: 10s79ms | Loss: 1.185 | Acc: 65.299% (20060/30720) 240/391 
 [=======================================>.........................]  Step: 42ms | Tot: 10s121ms | Loss: 1.186 | Acc: 65.265% (20133/30848) 241/391 
 [========================================>........................]  Step: 41ms | Tot: 10s163ms | Loss: 1.187 | Acc: 65.251% (20212/30976) 242/391 
 [========================================>........................]  Step: 42ms | Tot: 10s205ms | Loss: 1.186 | Acc: 65.258% (20298/31104) 243/391 
 [========================================>........................]  Step: 42ms | Tot: 10s247ms | Loss: 1.186 | Acc: 65.254% (20380/31232) 244/391 
 [========================================>........................]  Step: 42ms | Tot: 10s289ms | Loss: 1.185 | Acc: 65.261% (20466/31360) 245/391 
 [========================================>........................]  Step: 42ms | Tot: 10s332ms | Loss: 1.185 | Acc: 65.257% (20548/31488) 246/391 
 [========================================>........................]  Step: 42ms | Tot: 10s374ms | Loss: 1.185 | Acc: 65.274% (20637/31616) 247/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s416ms | Loss: 1.185 | Acc: 65.275% (20721/31744) 248/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s459ms | Loss: 1.186 | Acc: 65.258% (20799/31872) 249/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s501ms | Loss: 1.186 | Acc: 65.259% (20883/32000) 250/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s544ms | Loss: 1.185 | Acc: 65.283% (20974/32128) 251/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s586ms | Loss: 1.185 | Acc: 65.296% (21062/32256) 252/391 
 [=========================================>.......................]  Step: 42ms | Tot: 10s628ms | Loss: 1.185 | Acc: 65.304% (21148/32384) 253/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s670ms | Loss: 1.186 | Acc: 65.287% (21226/32512) 254/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s712ms | Loss: 1.186 | Acc: 65.288% (21310/32640) 255/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s754ms | Loss: 1.187 | Acc: 65.253% (21382/32768) 256/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s797ms | Loss: 1.188 | Acc: 65.248% (21464/32896) 257/391 
 [==========================================>......................]  Step: 41ms | Tot: 10s839ms | Loss: 1.187 | Acc: 65.262% (21552/33024) 258/391 
 [==========================================>......................]  Step: 42ms | Tot: 10s881ms | Loss: 1.188 | Acc: 65.248% (21631/33152) 259/391 
 [===========================================>.....................]  Step: 41ms | Tot: 10s923ms | Loss: 1.188 | Acc: 65.234% (21710/33280) 260/391 
 [===========================================>.....................]  Step: 42ms | Tot: 10s965ms | Loss: 1.188 | Acc: 65.236% (21794/33408) 261/391 
 [===========================================>.....................]  Step: 41ms | Tot: 11s7ms | Loss: 1.187 | Acc: 65.258% (21885/33536) 262/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s49ms | Loss: 1.187 | Acc: 65.274% (21974/33664) 263/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s91ms | Loss: 1.187 | Acc: 65.276% (22058/33792) 264/391 
 [===========================================>.....................]  Step: 42ms | Tot: 11s133ms | Loss: 1.187 | Acc: 65.274% (22141/33920) 265/391 
 [============================================>....................]  Step: 42ms | Tot: 11s175ms | Loss: 1.186 | Acc: 65.290% (22230/34048) 266/391 
 [============================================>....................]  Step: 42ms | Tot: 11s217ms | Loss: 1.186 | Acc: 65.291% (22314/34176) 267/391 
 [============================================>....................]  Step: 41ms | Tot: 11s259ms | Loss: 1.187 | Acc: 65.258% (22386/34304) 268/391 
 [============================================>....................]  Step: 42ms | Tot: 11s301ms | Loss: 1.187 | Acc: 65.239% (22463/34432) 269/391 
 [============================================>....................]  Step: 42ms | Tot: 11s343ms | Loss: 1.188 | Acc: 65.223% (22541/34560) 270/391 
 [============================================>....................]  Step: 42ms | Tot: 11s385ms | Loss: 1.190 | Acc: 65.201% (22617/34688) 271/391 
 [=============================================>...................]  Step: 41ms | Tot: 11s427ms | Loss: 1.190 | Acc: 65.209% (22703/34816) 272/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s469ms | Loss: 1.191 | Acc: 65.204% (22785/34944) 273/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s511ms | Loss: 1.190 | Acc: 65.229% (22877/35072) 274/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s554ms | Loss: 1.191 | Acc: 65.210% (22954/35200) 275/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s596ms | Loss: 1.191 | Acc: 65.229% (23044/35328) 276/391 
 [=============================================>...................]  Step: 42ms | Tot: 11s638ms | Loss: 1.191 | Acc: 65.227% (23127/35456) 277/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s680ms | Loss: 1.192 | Acc: 65.220% (23208/35584) 278/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s723ms | Loss: 1.192 | Acc: 65.219% (23291/35712) 279/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s765ms | Loss: 1.191 | Acc: 65.215% (23373/35840) 280/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s807ms | Loss: 1.191 | Acc: 65.222% (23459/35968) 281/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s849ms | Loss: 1.192 | Acc: 65.196% (23533/36096) 282/391 
 [==============================================>..................]  Step: 42ms | Tot: 11s891ms | Loss: 1.193 | Acc: 65.178% (23610/36224) 283/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s934ms | Loss: 1.193 | Acc: 65.182% (23695/36352) 284/391 
 [===============================================>.................]  Step: 42ms | Tot: 11s976ms | Loss: 1.193 | Acc: 65.173% (23775/36480) 285/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s19ms | Loss: 1.192 | Acc: 65.193% (23866/36608) 286/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s61ms | Loss: 1.193 | Acc: 65.179% (23944/36736) 287/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s103ms | Loss: 1.193 | Acc: 65.180% (24028/36864) 288/391 
 [===============================================>.................]  Step: 42ms | Tot: 12s145ms | Loss: 1.193 | Acc: 65.184% (24113/36992) 289/391 
 [================================================>................]  Step: 41ms | Tot: 12s187ms | Loss: 1.193 | Acc: 65.189% (24198/37120) 290/391 
 [================================================>................]  Step: 42ms | Tot: 12s229ms | Loss: 1.194 | Acc: 65.158% (24270/37248) 291/391 
 [================================================>................]  Step: 41ms | Tot: 12s271ms | Loss: 1.194 | Acc: 65.141% (24347/37376) 292/391 
 [================================================>................]  Step: 42ms | Tot: 12s313ms | Loss: 1.194 | Acc: 65.129% (24426/37504) 293/391 
 [================================================>................]  Step: 41ms | Tot: 12s355ms | Loss: 1.195 | Acc: 65.120% (24506/37632) 294/391 
 [================================================>................]  Step: 42ms | Tot: 12s397ms | Loss: 1.194 | Acc: 65.132% (24594/37760) 295/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s439ms | Loss: 1.194 | Acc: 65.124% (24674/37888) 296/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s482ms | Loss: 1.195 | Acc: 65.109% (24752/38016) 297/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s524ms | Loss: 1.195 | Acc: 65.109% (24835/38144) 298/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s566ms | Loss: 1.196 | Acc: 65.102% (24916/38272) 299/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s609ms | Loss: 1.196 | Acc: 65.083% (24992/38400) 300/391 
 [=================================================>...............]  Step: 42ms | Tot: 12s651ms | Loss: 1.197 | Acc: 65.059% (25066/38528) 301/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s694ms | Loss: 1.198 | Acc: 65.053% (25147/38656) 302/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s736ms | Loss: 1.198 | Acc: 65.068% (25236/38784) 303/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s778ms | Loss: 1.198 | Acc: 65.070% (25320/38912) 304/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s820ms | Loss: 1.198 | Acc: 65.067% (25402/39040) 305/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s862ms | Loss: 1.198 | Acc: 65.084% (25492/39168) 306/391 
 [==================================================>..............]  Step: 42ms | Tot: 12s904ms | Loss: 1.198 | Acc: 65.080% (25574/39296) 307/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s947ms | Loss: 1.199 | Acc: 65.044% (25643/39424) 308/391 
 [===================================================>.............]  Step: 42ms | Tot: 12s989ms | Loss: 1.199 | Acc: 65.041% (25725/39552) 309/391 
 [===================================================>.............]  Step: 41ms | Tot: 13s31ms | Loss: 1.199 | Acc: 65.058% (25815/39680) 310/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s73ms | Loss: 1.199 | Acc: 65.065% (25901/39808) 311/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s115ms | Loss: 1.199 | Acc: 65.052% (25979/39936) 312/391 
 [===================================================>.............]  Step: 42ms | Tot: 13s158ms | Loss: 1.200 | Acc: 65.036% (26056/40064) 313/391 
 [====================================================>............]  Step: 42ms | Tot: 13s200ms | Loss: 1.200 | Acc: 65.040% (26141/40192) 314/391 
 [====================================================>............]  Step: 42ms | Tot: 13s242ms | Loss: 1.199 | Acc: 65.052% (26229/40320) 315/391 
 [====================================================>............]  Step: 42ms | Tot: 13s284ms | Loss: 1.199 | Acc: 65.061% (26316/40448) 316/391 
 [====================================================>............]  Step: 42ms | Tot: 13s326ms | Loss: 1.199 | Acc: 65.061% (26399/40576) 317/391 
 [====================================================>............]  Step: 42ms | Tot: 13s369ms | Loss: 1.199 | Acc: 65.033% (26471/40704) 318/391 
 [====================================================>............]  Step: 42ms | Tot: 13s411ms | Loss: 1.199 | Acc: 65.054% (26563/40832) 319/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s454ms | Loss: 1.199 | Acc: 65.037% (26639/40960) 320/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s496ms | Loss: 1.199 | Acc: 65.036% (26722/41088) 321/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s538ms | Loss: 1.199 | Acc: 65.045% (26809/41216) 322/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s580ms | Loss: 1.199 | Acc: 65.052% (26895/41344) 323/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s622ms | Loss: 1.199 | Acc: 65.034% (26971/41472) 324/391 
 [=====================================================>...........]  Step: 42ms | Tot: 13s664ms | Loss: 1.201 | Acc: 65.012% (27045/41600) 325/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s707ms | Loss: 1.201 | Acc: 65.002% (27124/41728) 326/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s749ms | Loss: 1.201 | Acc: 65.021% (27215/41856) 327/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s791ms | Loss: 1.201 | Acc: 65.003% (27291/41984) 328/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s833ms | Loss: 1.201 | Acc: 64.998% (27372/42112) 329/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s876ms | Loss: 1.201 | Acc: 65.014% (27462/42240) 330/391 
 [======================================================>..........]  Step: 42ms | Tot: 13s918ms | Loss: 1.201 | Acc: 65.025% (27550/42368) 331/391 
 [=======================================================>.........]  Step: 41ms | Tot: 13s960ms | Loss: 1.201 | Acc: 65.023% (27632/42496) 332/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s2ms | Loss: 1.201 | Acc: 65.013% (27711/42624) 333/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s44ms | Loss: 1.202 | Acc: 65.000% (27789/42752) 334/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s86ms | Loss: 1.202 | Acc: 64.993% (27869/42880) 335/391 
 [=======================================================>.........]  Step: 41ms | Tot: 14s128ms | Loss: 1.202 | Acc: 64.995% (27953/43008) 336/391 
 [=======================================================>.........]  Step: 42ms | Tot: 14s170ms | Loss: 1.202 | Acc: 64.976% (28028/43136) 337/391 
 [========================================================>........]  Step: 41ms | Tot: 14s212ms | Loss: 1.202 | Acc: 64.980% (28113/43264) 338/391 
 [========================================================>........]  Step: 42ms | Tot: 14s255ms | Loss: 1.203 | Acc: 64.959% (28187/43392) 339/391 
 [========================================================>........]  Step: 42ms | Tot: 14s297ms | Loss: 1.203 | Acc: 64.943% (28263/43520) 340/391 
 [========================================================>........]  Step: 42ms | Tot: 14s339ms | Loss: 1.203 | Acc: 64.940% (28345/43648) 341/391 
 [========================================================>........]  Step: 42ms | Tot: 14s382ms | Loss: 1.203 | Acc: 64.949% (28432/43776) 342/391 
 [========================================================>........]  Step: 42ms | Tot: 14s424ms | Loss: 1.203 | Acc: 64.964% (28522/43904) 343/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s467ms | Loss: 1.203 | Acc: 64.962% (28604/44032) 344/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s510ms | Loss: 1.203 | Acc: 64.959% (28686/44160) 345/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s552ms | Loss: 1.204 | Acc: 64.952% (28766/44288) 346/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s595ms | Loss: 1.203 | Acc: 64.970% (28857/44416) 347/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s637ms | Loss: 1.203 | Acc: 64.981% (28945/44544) 348/391 
 [=========================================================>.......]  Step: 42ms | Tot: 14s680ms | Loss: 1.203 | Acc: 64.974% (29025/44672) 349/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s722ms | Loss: 1.204 | Acc: 64.962% (29103/44800) 350/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s765ms | Loss: 1.204 | Acc: 64.959% (29185/44928) 351/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s807ms | Loss: 1.204 | Acc: 64.950% (29264/45056) 352/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s850ms | Loss: 1.204 | Acc: 64.963% (29353/45184) 353/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s893ms | Loss: 1.204 | Acc: 64.961% (29435/45312) 354/391 
 [==========================================================>......]  Step: 42ms | Tot: 14s936ms | Loss: 1.205 | Acc: 64.956% (29516/45440) 355/391 
 [===========================================================>.....]  Step: 42ms | Tot: 14s978ms | Loss: 1.205 | Acc: 64.938% (29591/45568) 356/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s20ms | Loss: 1.205 | Acc: 64.929% (29670/45696) 357/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s63ms | Loss: 1.206 | Acc: 64.924% (29751/45824) 358/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s105ms | Loss: 1.206 | Acc: 64.905% (29825/45952) 359/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s147ms | Loss: 1.206 | Acc: 64.894% (29903/46080) 360/391 
 [===========================================================>.....]  Step: 42ms | Tot: 15s190ms | Loss: 1.205 | Acc: 64.904% (29991/46208) 361/391 
 [============================================================>....]  Step: 42ms | Tot: 15s232ms | Loss: 1.206 | Acc: 64.900% (30072/46336) 362/391 
 [============================================================>....]  Step: 42ms | Tot: 15s275ms | Loss: 1.205 | Acc: 64.906% (30158/46464) 363/391 
 [============================================================>....]  Step: 42ms | Tot: 15s317ms | Loss: 1.205 | Acc: 64.902% (30239/46592) 364/391 
 [============================================================>....]  Step: 42ms | Tot: 15s360ms | Loss: 1.206 | Acc: 64.884% (30314/46720) 365/391 
 [============================================================>....]  Step: 42ms | Tot: 15s403ms | Loss: 1.205 | Acc: 64.886% (30398/46848) 366/391 
 [============================================================>....]  Step: 42ms | Tot: 15s445ms | Loss: 1.207 | Acc: 64.852% (30465/46976) 367/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s488ms | Loss: 1.206 | Acc: 64.852% (30548/47104) 368/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s531ms | Loss: 1.207 | Acc: 64.856% (30633/47232) 369/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s573ms | Loss: 1.207 | Acc: 64.848% (30712/47360) 370/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s615ms | Loss: 1.207 | Acc: 64.827% (30785/47488) 371/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s658ms | Loss: 1.208 | Acc: 64.823% (30866/47616) 372/391 
 [=============================================================>...]  Step: 42ms | Tot: 15s700ms | Loss: 1.207 | Acc: 64.823% (30949/47744) 373/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s743ms | Loss: 1.207 | Acc: 64.810% (31026/47872) 374/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s785ms | Loss: 1.208 | Acc: 64.804% (31106/48000) 375/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s827ms | Loss: 1.208 | Acc: 64.806% (31190/48128) 376/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s870ms | Loss: 1.208 | Acc: 64.804% (31272/48256) 377/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s912ms | Loss: 1.208 | Acc: 64.780% (31343/48384) 378/391 
 [==============================================================>..]  Step: 42ms | Tot: 15s955ms | Loss: 1.209 | Acc: 64.765% (31419/48512) 379/391 
 [===============================================================>.]  Step: 42ms | Tot: 15s997ms | Loss: 1.209 | Acc: 64.766% (31502/48640) 380/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s40ms | Loss: 1.208 | Acc: 64.782% (31593/48768) 381/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s83ms | Loss: 1.209 | Acc: 64.774% (31672/48896) 382/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s126ms | Loss: 1.209 | Acc: 64.783% (31759/49024) 383/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s168ms | Loss: 1.209 | Acc: 64.785% (31843/49152) 384/391 
 [===============================================================>.]  Step: 42ms | Tot: 16s210ms | Loss: 1.209 | Acc: 64.791% (31929/49280) 385/391 
 [================================================================>]  Step: 42ms | Tot: 16s252ms | Loss: 1.209 | Acc: 64.785% (32009/49408) 386/391 
 [================================================================>]  Step: 44ms | Tot: 16s297ms | Loss: 1.209 | Acc: 64.797% (32098/49536) 387/391 
 [================================================================>]  Step: 42ms | Tot: 16s339ms | Loss: 1.209 | Acc: 64.783% (32174/49664) 388/391 
 [================================================================>]  Step: 42ms | Tot: 16s381ms | Loss: 1.210 | Acc: 64.777% (32254/49792) 389/391 
 [================================================================>]  Step: 42ms | Tot: 16s423ms | Loss: 1.210 | Acc: 64.778% (32337/49920) 390/391 
 [================================================================>]  Step: 30ms | Tot: 16s454ms | Loss: 1.210 | Acc: 64.772% (32386/50000) 391/391 
 [>................................................................]  Step: 155ms | Tot: 0ms | Loss: 1.478 | Acc: 61.000% (61/100)    1/100 
 [>................................................................]  Step: 11ms | Tot: 11ms | Loss: 1.546 | Acc: 63.000% (126/200)   2/100 
 [=>...............................................................]  Step: 11ms | Tot: 23ms | Loss: 1.568 | Acc: 61.000% (183/300)   3/100 
 [=>...............................................................]  Step: 12ms | Tot: 36ms | Loss: 1.627 | Acc: 59.500% (238/400)   4/100 
 [==>..............................................................]  Step: 11ms | Tot: 47ms | Loss: 1.640 | Acc: 57.600% (288/500)   5/100 
 [===>.............................................................]  Step: 11ms | Tot: 58ms | Loss: 1.719 | Acc: 55.833% (335/600)   6/100 
 [===>.............................................................]  Step: 11ms | Tot: 69ms | Loss: 1.694 | Acc: 56.857% (398/700)   7/100 
 [====>............................................................]  Step: 11ms | Tot: 81ms | Loss: 1.667 | Acc: 56.750% (454/800)   8/100 
 [=====>...........................................................]  Step: 10ms | Tot: 92ms | Loss: 1.672 | Acc: 56.556% (509/900)   9/100 
 [=====>...........................................................]  Step: 11ms | Tot: 103ms | Loss: 1.680 | Acc: 56.500% (565/1000) 10/100 
 [======>..........................................................]  Step: 11ms | Tot: 114ms | Loss: 1.692 | Acc: 56.636% (623/1100) 11/100 
 [=======>.........................................................]  Step: 11ms | Tot: 125ms | Loss: 1.705 | Acc: 55.833% (670/1200) 12/100 
 [=======>.........................................................]  Step: 11ms | Tot: 136ms | Loss: 1.689 | Acc: 56.000% (728/1300) 13/100 
 [========>........................................................]  Step: 11ms | Tot: 147ms | Loss: 1.701 | Acc: 55.643% (779/1400) 14/100 
 [=========>.......................................................]  Step: 10ms | Tot: 158ms | Loss: 1.693 | Acc: 55.467% (832/1500) 15/100 
 [=========>.......................................................]  Step: 11ms | Tot: 170ms | Loss: 1.690 | Acc: 54.875% (878/1600) 16/100 
 [==========>......................................................]  Step: 11ms | Tot: 181ms | Loss: 1.673 | Acc: 55.235% (939/1700) 17/100 
 [===========>.....................................................]  Step: 11ms | Tot: 192ms | Loss: 1.673 | Acc: 54.833% (987/1800) 18/100 
 [===========>.....................................................]  Step: 10ms | Tot: 203ms | Loss: 1.678 | Acc: 55.000% (1045/1900) 19/100 
 [============>....................................................]  Step: 11ms | Tot: 214ms | Loss: 1.671 | Acc: 55.000% (1100/2000) 20/100 
 [=============>...................................................]  Step: 11ms | Tot: 225ms | Loss: 1.668 | Acc: 55.190% (1159/2100) 21/100 
 [=============>...................................................]  Step: 11ms | Tot: 236ms | Loss: 1.670 | Acc: 55.045% (1211/2200) 22/100 
 [==============>..................................................]  Step: 11ms | Tot: 247ms | Loss: 1.670 | Acc: 54.957% (1264/2300) 23/100 
 [==============>..................................................]  Step: 11ms | Tot: 258ms | Loss: 1.674 | Acc: 54.792% (1315/2400) 24/100 
 [===============>.................................................]  Step: 11ms | Tot: 270ms | Loss: 1.672 | Acc: 54.600% (1365/2500) 25/100 
 [================>................................................]  Step: 11ms | Tot: 281ms | Loss: 1.673 | Acc: 54.615% (1420/2600) 26/100 
 [================>................................................]  Step: 11ms | Tot: 292ms | Loss: 1.676 | Acc: 54.630% (1475/2700) 27/100 
 [=================>...............................................]  Step: 12ms | Tot: 305ms | Loss: 1.674 | Acc: 54.679% (1531/2800) 28/100 
 [==================>..............................................]  Step: 12ms | Tot: 318ms | Loss: 1.679 | Acc: 54.483% (1580/2900) 29/100 
 [==================>..............................................]  Step: 11ms | Tot: 329ms | Loss: 1.682 | Acc: 54.400% (1632/3000) 30/100 
 [===================>.............................................]  Step: 12ms | Tot: 342ms | Loss: 1.682 | Acc: 54.484% (1689/3100) 31/100 
 [====================>............................................]  Step: 12ms | Tot: 354ms | Loss: 1.675 | Acc: 54.750% (1752/3200) 32/100 
 [====================>............................................]  Step: 12ms | Tot: 367ms | Loss: 1.690 | Acc: 54.424% (1796/3300) 33/100 
 [=====================>...........................................]  Step: 11ms | Tot: 379ms | Loss: 1.696 | Acc: 54.471% (1852/3400) 34/100 
 [======================>..........................................]  Step: 11ms | Tot: 391ms | Loss: 1.694 | Acc: 54.371% (1903/3500) 35/100 
 [======================>..........................................]  Step: 11ms | Tot: 402ms | Loss: 1.688 | Acc: 54.528% (1963/3600) 36/100 
 [=======================>.........................................]  Step: 11ms | Tot: 414ms | Loss: 1.696 | Acc: 54.405% (2013/3700) 37/100 
 [========================>........................................]  Step: 12ms | Tot: 426ms | Loss: 1.688 | Acc: 54.658% (2077/3800) 38/100 
 [========================>........................................]  Step: 12ms | Tot: 439ms | Loss: 1.682 | Acc: 54.718% (2134/3900) 39/100 
 [=========================>.......................................]  Step: 12ms | Tot: 451ms | Loss: 1.672 | Acc: 54.875% (2195/4000) 40/100 
 [==========================>......................................]  Step: 12ms | Tot: 464ms | Loss: 1.670 | Acc: 54.732% (2244/4100) 41/100 
 [==========================>......................................]  Step: 13ms | Tot: 478ms | Loss: 1.668 | Acc: 54.738% (2299/4200) 42/100 
 [===========================>.....................................]  Step: 13ms | Tot: 491ms | Loss: 1.672 | Acc: 54.628% (2349/4300) 43/100 
 [===========================>.....................................]  Step: 13ms | Tot: 505ms | Loss: 1.674 | Acc: 54.636% (2404/4400) 44/100 
 [============================>....................................]  Step: 13ms | Tot: 518ms | Loss: 1.676 | Acc: 54.644% (2459/4500) 45/100 
 [=============================>...................................]  Step: 12ms | Tot: 531ms | Loss: 1.677 | Acc: 54.630% (2513/4600) 46/100 
 [=============================>...................................]  Step: 12ms | Tot: 543ms | Loss: 1.680 | Acc: 54.617% (2567/4700) 47/100 
 [==============================>..................................]  Step: 14ms | Tot: 558ms | Loss: 1.682 | Acc: 54.562% (2619/4800) 48/100 
 [===============================>.................................]  Step: 12ms | Tot: 570ms | Loss: 1.691 | Acc: 54.388% (2665/4900) 49/100 
 [===============================>.................................]  Step: 12ms | Tot: 582ms | Loss: 1.691 | Acc: 54.480% (2724/5000) 50/100 
 [================================>................................]  Step: 11ms | Tot: 594ms | Loss: 1.691 | Acc: 54.373% (2773/5100) 51/100 
 [=================================>...............................]  Step: 12ms | Tot: 606ms | Loss: 1.684 | Acc: 54.500% (2834/5200) 52/100 
 [=================================>...............................]  Step: 11ms | Tot: 617ms | Loss: 1.682 | Acc: 54.623% (2895/5300) 53/100 
 [==================================>..............................]  Step: 15ms | Tot: 633ms | Loss: 1.680 | Acc: 54.722% (2955/5400) 54/100 
 [===================================>.............................]  Step: 11ms | Tot: 645ms | Loss: 1.681 | Acc: 54.655% (3006/5500) 55/100 
 [===================================>.............................]  Step: 12ms | Tot: 658ms | Loss: 1.677 | Acc: 54.643% (3060/5600) 56/100 
 [====================================>............................]  Step: 12ms | Tot: 670ms | Loss: 1.672 | Acc: 54.772% (3122/5700) 57/100 
 [=====================================>...........................]  Step: 12ms | Tot: 683ms | Loss: 1.670 | Acc: 54.828% (3180/5800) 58/100 
 [=====================================>...........................]  Step: 12ms | Tot: 695ms | Loss: 1.670 | Acc: 54.814% (3234/5900) 59/100 
 [======================================>..........................]  Step: 12ms | Tot: 708ms | Loss: 1.675 | Acc: 54.633% (3278/6000) 60/100 
 [=======================================>.........................]  Step: 12ms | Tot: 721ms | Loss: 1.675 | Acc: 54.541% (3327/6100) 61/100 
 [=======================================>.........................]  Step: 13ms | Tot: 734ms | Loss: 1.680 | Acc: 54.468% (3377/6200) 62/100 
 [========================================>........................]  Step: 12ms | Tot: 746ms | Loss: 1.681 | Acc: 54.492% (3433/6300) 63/100 
 [========================================>........................]  Step: 13ms | Tot: 759ms | Loss: 1.676 | Acc: 54.641% (3497/6400) 64/100 
 [=========================================>.......................]  Step: 12ms | Tot: 772ms | Loss: 1.674 | Acc: 54.708% (3556/6500) 65/100 
 [==========================================>......................]  Step: 12ms | Tot: 784ms | Loss: 1.675 | Acc: 54.727% (3612/6600) 66/100 
 [==========================================>......................]  Step: 13ms | Tot: 797ms | Loss: 1.673 | Acc: 54.746% (3668/6700) 67/100 
 [===========================================>.....................]  Step: 11ms | Tot: 809ms | Loss: 1.675 | Acc: 54.662% (3717/6800) 68/100 
 [============================================>....................]  Step: 11ms | Tot: 821ms | Loss: 1.675 | Acc: 54.623% (3769/6900) 69/100 
 [============================================>....................]  Step: 13ms | Tot: 834ms | Loss: 1.677 | Acc: 54.543% (3818/7000) 70/100 
 [=============================================>...................]  Step: 12ms | Tot: 847ms | Loss: 1.678 | Acc: 54.535% (3872/7100) 71/100 
 [==============================================>..................]  Step: 12ms | Tot: 859ms | Loss: 1.676 | Acc: 54.569% (3929/7200) 72/100 
 [==============================================>..................]  Step: 12ms | Tot: 872ms | Loss: 1.674 | Acc: 54.644% (3989/7300) 73/100 
 [===============================================>.................]  Step: 12ms | Tot: 885ms | Loss: 1.676 | Acc: 54.608% (4041/7400) 74/100 
 [================================================>................]  Step: 12ms | Tot: 897ms | Loss: 1.677 | Acc: 54.560% (4092/7500) 75/100 
 [================================================>................]  Step: 12ms | Tot: 910ms | Loss: 1.677 | Acc: 54.579% (4148/7600) 76/100 
 [=================================================>...............]  Step: 12ms | Tot: 922ms | Loss: 1.679 | Acc: 54.558% (4201/7700) 77/100 
 [==================================================>..............]  Step: 12ms | Tot: 935ms | Loss: 1.683 | Acc: 54.423% (4245/7800) 78/100 
 [==================================================>..............]  Step: 12ms | Tot: 948ms | Loss: 1.686 | Acc: 54.278% (4288/7900) 79/100 
 [===================================================>.............]  Step: 12ms | Tot: 961ms | Loss: 1.687 | Acc: 54.325% (4346/8000) 80/100 
 [====================================================>............]  Step: 12ms | Tot: 974ms | Loss: 1.686 | Acc: 54.333% (4401/8100) 81/100 
 [====================================================>............]  Step: 11ms | Tot: 986ms | Loss: 1.688 | Acc: 54.354% (4457/8200) 82/100 
 [=====================================================>...........]  Step: 11ms | Tot: 998ms | Loss: 1.692 | Acc: 54.301% (4507/8300) 83/100 
 [=====================================================>...........]  Step: 12ms | Tot: 1s10ms | Loss: 1.687 | Acc: 54.381% (4568/8400) 84/100 
 [======================================================>..........]  Step: 12ms | Tot: 1s23ms | Loss: 1.686 | Acc: 54.412% (4625/8500) 85/100 
 [=======================================================>.........]  Step: 12ms | Tot: 1s36ms | Loss: 1.680 | Acc: 54.570% (4693/8600) 86/100 
 [=======================================================>.........]  Step: 12ms | Tot: 1s48ms | Loss: 1.680 | Acc: 54.529% (4744/8700) 87/100 
 [========================================================>........]  Step: 12ms | Tot: 1s61ms | Loss: 1.676 | Acc: 54.591% (4804/8800) 88/100 
 [=========================================================>.......]  Step: 12ms | Tot: 1s73ms | Loss: 1.677 | Acc: 54.596% (4859/8900) 89/100 
 [=========================================================>.......]  Step: 12ms | Tot: 1s86ms | Loss: 1.675 | Acc: 54.611% (4915/9000) 90/100 
 [==========================================================>......]  Step: 14ms | Tot: 1s100ms | Loss: 1.676 | Acc: 54.626% (4971/9100) 91/100 
 [===========================================================>.....]  Step: 13ms | Tot: 1s114ms | Loss: 1.675 | Acc: 54.685% (5031/9200) 92/100 
 [===========================================================>.....]  Step: 13ms | Tot: 1s127ms | Loss: 1.674 | Acc: 54.699% (5087/9300) 93/100 
 [============================================================>....]  Step: 11ms | Tot: 1s139ms | Loss: 1.670 | Acc: 54.691% (5141/9400) 94/100 
 [=============================================================>...]  Step: 12ms | Tot: 1s152ms | Loss: 1.668 | Acc: 54.768% (5203/9500) 95/100 
 [=============================================================>...]  Step: 12ms | Tot: 1s164ms | Loss: 1.665 | Acc: 54.781% (5259/9600) 96/100 
 [==============================================================>..]  Step: 12ms | Tot: 1s177ms | Loss: 1.664 | Acc: 54.773% (5313/9700) 97/100 
 [===============================================================>.]  Step: 11ms | Tot: 1s189ms | Loss: 1.663 | Acc: 54.816% (5372/9800) 98/100 
 [===============================================================>.]  Step: 12ms | Tot: 1s201ms | Loss: 1.666 | Acc: 54.808% (5426/9900) 99/100 
 [================================================================>]  Step: 12ms | Tot: 1s214ms | Loss: 1.665 | Acc: 54.820% (5482/10000) 100/100 

Epoch: 19
 [>................................................................]  Step: 218ms | Tot: 0ms | Loss: 1.047 | Acc: 74.219% (95/128)    1/391 
 [>................................................................]  Step: 44ms | Tot: 44ms | Loss: 1.157 | Acc: 69.141% (177/256)   2/391 
 [>................................................................]  Step: 45ms | Tot: 89ms | Loss: 1.136 | Acc: 68.750% (264/384)   3/391 
 [>................................................................]  Step: 47ms | Tot: 137ms | Loss: 1.156 | Acc: 67.969% (348/512)  4/391 
 [>................................................................]  Step: 46ms | Tot: 184ms | Loss: 1.170 | Acc: 68.125% (436/640)  5/391 
 [>................................................................]  Step: 42ms | Tot: 226ms | Loss: 1.155 | Acc: 68.750% (528/768)  6/391 
 [>................................................................]  Step: 42ms | Tot: 269ms | Loss: 1.177 | Acc: 68.415% (613/896)  7/391 
 [=>...............................................................]  Step: 56ms | Tot: 326ms | Loss: 1.190 | Acc: 67.773% (694/1024) 8/391 
 [=>...............................................................]  Step: 43ms | Tot: 369ms | Loss: 1.194 | Acc: 67.361% (776/1152) 9/391 
 [=>...............................................................]  Step: 43ms | Tot: 412ms | Loss: 1.173 | Acc: 67.344% (862/1280) 10/391 
 [=>...............................................................]  Step: 45ms | Tot: 457ms | Loss: 1.169 | Acc: 67.330% (948/1408) 11/391 
 [=>...............................................................]  Step: 44ms | Tot: 502ms | Loss: 1.168 | Acc: 67.643% (1039/1536) 12/391 
 [=>...............................................................]  Step: 47ms | Tot: 549ms | Loss: 1.163 | Acc: 67.668% (1126/1664) 13/391 
 [==>..............................................................]  Step: 47ms | Tot: 597ms | Loss: 1.164 | Acc: 67.467% (1209/1792) 14/391 
 [==>..............................................................]  Step: 46ms | Tot: 644ms | Loss: 1.163 | Acc: 67.396% (1294/1920) 15/391 
 [==>..............................................................]  Step: 46ms | Tot: 690ms | Loss: 1.153 | Acc: 67.529% (1383/2048) 16/391 
 [==>..............................................................]  Step: 46ms | Tot: 736ms | Loss: 1.153 | Acc: 67.509% (1469/2176) 17/391 
 [==>..............................................................]  Step: 45ms | Tot: 782ms | Loss: 1.151 | Acc: 67.752% (1561/2304) 18/391 
 [==>..............................................................]  Step: 47ms | Tot: 829ms | Loss: 1.146 | Acc: 67.804% (1649/2432) 19/391 
 [===>.............................................................]  Step: 47ms | Tot: 876ms | Loss: 1.147 | Acc: 68.008% (1741/2560) 20/391 
 [===>.............................................................]  Step: 46ms | Tot: 922ms | Loss: 1.149 | Acc: 68.229% (1834/2688) 21/391 
 [===>.............................................................]  Step: 46ms | Tot: 969ms | Loss: 1.152 | Acc: 67.933% (1913/2816) 22/391 
 [===>.............................................................]  Step: 46ms | Tot: 1s16ms | Loss: 1.157 | Acc: 67.663% (1992/2944) 23/391 
 [===>.............................................................]  Step: 46ms | Tot: 1s63ms | Loss: 1.161 | Acc: 67.350% (2069/3072) 24/391 
 [===>.............................................................]  Step: 46ms | Tot: 1s109ms | Loss: 1.169 | Acc: 67.219% (2151/3200) 25/391 
 [====>............................................................]  Step: 45ms | Tot: 1s155ms | Loss: 1.175 | Acc: 66.857% (2225/3328) 26/391 
 [====>............................................................]  Step: 45ms | Tot: 1s200ms | Loss: 1.173 | Acc: 66.898% (2312/3456) 27/391 
 [====>............................................................]  Step: 46ms | Tot: 1s247ms | Loss: 1.173 | Acc: 66.936% (2399/3584) 28/391 
 [====>............................................................]  Step: 47ms | Tot: 1s294ms | Loss: 1.169 | Acc: 66.945% (2485/3712) 29/391 
 [====>............................................................]  Step: 47ms | Tot: 1s342ms | Loss: 1.166 | Acc: 66.797% (2565/3840) 30/391 
 [====>............................................................]  Step: 46ms | Tot: 1s389ms | Loss: 1.164 | Acc: 66.784% (2650/3968) 31/391 
 [=====>...........................................................]  Step: 46ms | Tot: 1s436ms | Loss: 1.161 | Acc: 66.772% (2735/4096) 32/391 
 [=====>...........................................................]  Step: 47ms | Tot: 1s483ms | Loss: 1.159 | Acc: 66.738% (2819/4224) 33/391 
 [=====>...........................................................]  Step: 47ms | Tot: 1s531ms | Loss: 1.154 | Acc: 66.843% (2909/4352) 34/391 
 [=====>...........................................................]  Step: 47ms | Tot: 1s578ms | Loss: 1.148 | Acc: 67.098% (3006/4480) 35/391 
 [=====>...........................................................]  Step: 47ms | Tot: 1s626ms | Loss: 1.150 | Acc: 67.122% (3093/4608) 36/391 
 [=====>...........................................................]  Step: 46ms | Tot: 1s673ms | Loss: 1.147 | Acc: 67.145% (3180/4736) 37/391 
 [======>..........................................................]  Step: 45ms | Tot: 1s718ms | Loss: 1.146 | Acc: 67.146% (3266/4864) 38/391 
 [======>..........................................................]  Step: 46ms | Tot: 1s765ms | Loss: 1.145 | Acc: 67.147% (3352/4992) 39/391 
 [======>..........................................................]  Step: 47ms | Tot: 1s812ms | Loss: 1.147 | Acc: 67.031% (3432/5120) 40/391 
 [======>..........................................................]  Step: 47ms | Tot: 1s859ms | Loss: 1.143 | Acc: 67.073% (3520/5248) 41/391 
 [======>..........................................................]  Step: 46ms | Tot: 1s906ms | Loss: 1.143 | Acc: 66.964% (3600/5376) 42/391 
 [======>..........................................................]  Step: 45ms | Tot: 1s952ms | Loss: 1.138 | Acc: 67.078% (3692/5504) 43/391 
 [=======>.........................................................]  Step: 48ms | Tot: 2s | Loss: 1.137 | Acc: 67.045% (3776/5632)   44/391 
 [=======>.........................................................]  Step: 47ms | Tot: 2s48ms | Loss: 1.138 | Acc: 67.066% (3863/5760) 45/391 
 [=======>.........................................................]  Step: 46ms | Tot: 2s94ms | Loss: 1.139 | Acc: 67.120% (3952/5888) 46/391 
 [=======>.........................................................]  Step: 48ms | Tot: 2s142ms | Loss: 1.135 | Acc: 67.237% (4045/6016) 47/391 
 [=======>.........................................................]  Step: 47ms | Tot: 2s190ms | Loss: 1.134 | Acc: 67.220% (4130/6144) 48/391 
 [=======>.........................................................]  Step: 45ms | Tot: 2s236ms | Loss: 1.134 | Acc: 67.203% (4215/6272) 49/391 
 [========>........................................................]  Step: 46ms | Tot: 2s283ms | Loss: 1.135 | Acc: 67.172% (4299/6400) 50/391 
 [========>........................................................]  Step: 46ms | Tot: 2s329ms | Loss: 1.131 | Acc: 67.325% (4395/6528) 51/391 
 [========>........................................................]  Step: 47ms | Tot: 2s376ms | Loss: 1.128 | Acc: 67.413% (4487/6656) 52/391 
 [========>........................................................]  Step: 47ms | Tot: 2s423ms | Loss: 1.128 | Acc: 67.438% (4575/6784) 53/391 
 [========>........................................................]  Step: 46ms | Tot: 2s470ms | Loss: 1.132 | Acc: 67.332% (4654/6912) 54/391 
 [========>........................................................]  Step: 46ms | Tot: 2s517ms | Loss: 1.136 | Acc: 67.145% (4727/7040) 55/391 
 [=========>.......................................................]  Step: 47ms | Tot: 2s565ms | Loss: 1.138 | Acc: 67.034% (4805/7168) 56/391 
 [=========>.......................................................]  Step: 46ms | Tot: 2s611ms | Loss: 1.134 | Acc: 67.146% (4899/7296) 57/391 
 [=========>.......................................................]  Step: 47ms | Tot: 2s659ms | Loss: 1.131 | Acc: 67.241% (4992/7424) 58/391 
 [=========>.......................................................]  Step: 48ms | Tot: 2s707ms | Loss: 1.131 | Acc: 67.320% (5084/7552) 59/391 
 [=========>.......................................................]  Step: 47ms | Tot: 2s754ms | Loss: 1.129 | Acc: 67.305% (5169/7680) 60/391 
 [=========>.......................................................]  Step: 47ms | Tot: 2s801ms | Loss: 1.131 | Acc: 67.239% (5250/7808) 61/391 
 [==========>......................................................]  Step: 44ms | Tot: 2s846ms | Loss: 1.128 | Acc: 67.364% (5346/7936) 62/391 
 [==========>......................................................]  Step: 47ms | Tot: 2s893ms | Loss: 1.125 | Acc: 67.361% (5432/8064) 63/391 
 [==========>......................................................]  Step: 47ms | Tot: 2s941ms | Loss: 1.123 | Acc: 67.419% (5523/8192) 64/391 
 [==========>......................................................]  Step: 48ms | Tot: 2s989ms | Loss: 1.126 | Acc: 67.344% (5603/8320) 65/391 
 [==========>......................................................]  Step: 44ms | Tot: 3s34ms | Loss: 1.127 | Acc: 67.259% (5682/8448) 66/391 
 [==========>......................................................]  Step: 47ms | Tot: 3s81ms | Loss: 1.124 | Acc: 67.374% (5778/8576) 67/391 
 [===========>.....................................................]  Step: 68ms | Tot: 3s149ms | Loss: 1.123 | Acc: 67.429% (5869/8704) 68/391 
 [===========>.....................................................]  Step: 58ms | Tot: 3s208ms | Loss: 1.126 | Acc: 67.357% (5949/8832) 69/391 
 [===========>.....................................................]  Step: 58ms | Tot: 3s266ms | Loss: 1.127 | Acc: 67.310% (6031/8960) 70/391 
 [===========>.....................................................]  Step: 58ms | Tot: 3s324ms | Loss: 1.127 | Acc: 67.265% (6113/9088) 71/391 
 [===========>.....................................................]  Step: 66ms | Tot: 3s391ms | Loss: 1.128 | Acc: 67.274% (6200/9216) 72/391 
 [===========>.....................................................]  Step: 49ms | Tot: 3s441ms | Loss: 1.130 | Acc: 67.241% (6283/9344) 73/391 
 [============>....................................................]  Step: 56ms | Tot: 3s497ms | Loss: 1.131 | Acc: 67.240% (6369/9472) 74/391 
 [============>....................................................]  Step: 79ms | Tot: 3s577ms | Loss: 1.133 | Acc: 67.156% (6447/9600) 75/391 
 [============>....................................................]  Step: 65ms | Tot: 3s642ms | Loss: 1.132 | Acc: 67.157% (6533/9728) 76/391 
 [============>....................................................]  Step: 60ms | Tot: 3s702ms | Loss: 1.131 | Acc: 67.177% (6621/9856) 77/391 
 [============>....................................................]  Step: 60ms | Tot: 3s763ms | Loss: 1.131 | Acc: 67.157% (6705/9984) 78/391 
 [============>....................................................]  Step: 80ms | Tot: 3s843ms | Loss: 1.129 | Acc: 67.217% (6797/10112) 79/391 
 [=============>...................................................]  Step: 87ms | Tot: 3s931ms | Loss: 1.128 | Acc: 67.246% (6886/10240) 80/391 
 [=============>...................................................]  Step: 86ms | Tot: 4s18ms | Loss: 1.132 | Acc: 67.101% (6957/10368) 81/391 
 [=============>...................................................]  Step: 69ms | Tot: 4s87ms | Loss: 1.135 | Acc: 67.045% (7037/10496) 82/391 
 [=============>...................................................]  Step: 59ms | Tot: 4s147ms | Loss: 1.134 | Acc: 66.980% (7116/10624) 83/391 
 [=============>...................................................]  Step: 72ms | Tot: 4s219ms | Loss: 1.135 | Acc: 66.936% (7197/10752) 84/391 
 [=============>...................................................]  Step: 74ms | Tot: 4s294ms | Loss: 1.135 | Acc: 66.921% (7281/10880) 85/391 
 [==============>..................................................]  Step: 59ms | Tot: 4s354ms | Loss: 1.134 | Acc: 66.969% (7372/11008) 86/391 
 [==============>..................................................]  Step: 73ms | Tot: 4s427ms | Loss: 1.135 | Acc: 66.945% (7455/11136) 87/391 
 [==============>..................................................]  Step: 82ms | Tot: 4s510ms | Loss: 1.138 | Acc: 66.859% (7531/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 4s602ms | Loss: 1.138 | Acc: 66.907% (7622/11392) 89/391 
 [==============>..................................................]  Step: 83ms | Tot: 4s685ms | Loss: 1.141 | Acc: 66.849% (7701/11520) 90/391 
 [==============>..................................................]  Step: 67ms | Tot: 4s752ms | Loss: 1.140 | Acc: 66.913% (7794/11648) 91/391 
 [===============>.................................................]  Step: 65ms | Tot: 4s818ms | Loss: 1.139 | Acc: 66.890% (7877/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 4s910ms | Loss: 1.142 | Acc: 66.809% (7953/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 5s2ms | Loss: 1.142 | Acc: 66.847% (8043/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 5s95ms | Loss: 1.143 | Acc: 66.834% (8127/12160) 95/391 
 [===============>.................................................]  Step: 75ms | Tot: 5s171ms | Loss: 1.142 | Acc: 66.838% (8213/12288) 96/391 
 [===============>.................................................]  Step: 48ms | Tot: 5s219ms | Loss: 1.141 | Acc: 66.865% (8302/12416) 97/391 
 [================>................................................]  Step: 45ms | Tot: 5s264ms | Loss: 1.140 | Acc: 66.948% (8398/12544) 98/391 
 [================>................................................]  Step: 47ms | Tot: 5s312ms | Loss: 1.139 | Acc: 66.974% (8487/12672) 99/391 
 [================>................................................]  Step: 47ms | Tot: 5s360ms | Loss: 1.141 | Acc: 66.891% (8562/12800) 100/391 
 [================>................................................]  Step: 48ms | Tot: 5s408ms | Loss: 1.140 | Acc: 66.948% (8655/12928) 101/391 
 [================>................................................]  Step: 74ms | Tot: 5s483ms | Loss: 1.140 | Acc: 66.927% (8738/13056) 102/391 
 [================>................................................]  Step: 84ms | Tot: 5s568ms | Loss: 1.140 | Acc: 66.892% (8819/13184) 103/391 
 [=================>...............................................]  Step: 65ms | Tot: 5s633ms | Loss: 1.140 | Acc: 66.872% (8902/13312) 104/391 
 [=================>...............................................]  Step: 69ms | Tot: 5s703ms | Loss: 1.139 | Acc: 66.897% (8991/13440) 105/391 
 [=================>...............................................]  Step: 78ms | Tot: 5s781ms | Loss: 1.140 | Acc: 66.841% (9069/13568) 106/391 
 [=================>...............................................]  Step: 61ms | Tot: 5s842ms | Loss: 1.140 | Acc: 66.815% (9151/13696) 107/391 
 [=================>...............................................]  Step: 71ms | Tot: 5s914ms | Loss: 1.140 | Acc: 66.790% (9233/13824) 108/391 
 [=================>...............................................]  Step: 77ms | Tot: 5s991ms | Loss: 1.141 | Acc: 66.750% (9313/13952) 109/391 
 [==================>..............................................]  Step: 59ms | Tot: 6s50ms | Loss: 1.140 | Acc: 66.776% (9402/14080) 110/391 
 [==================>..............................................]  Step: 73ms | Tot: 6s124ms | Loss: 1.140 | Acc: 66.744% (9483/14208) 111/391 
 [==================>..............................................]  Step: 81ms | Tot: 6s205ms | Loss: 1.142 | Acc: 66.650% (9555/14336) 112/391 
 [==================>..............................................]  Step: 82ms | Tot: 6s288ms | Loss: 1.143 | Acc: 66.641% (9639/14464) 113/391 
 [==================>..............................................]  Step: 52ms | Tot: 6s341ms | Loss: 1.145 | Acc: 66.639% (9724/14592) 114/391 
 [==================>..............................................]  Step: 77ms | Tot: 6s418ms | Loss: 1.144 | Acc: 66.671% (9814/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 6s510ms | Loss: 1.143 | Acc: 66.662% (9898/14848) 116/391 
 [===================>.............................................]  Step: 91ms | Tot: 6s602ms | Loss: 1.142 | Acc: 66.660% (9983/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 6s695ms | Loss: 1.143 | Acc: 66.671% (10070/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 6s788ms | Loss: 1.142 | Acc: 66.695% (10159/15232) 119/391 
 [===================>.............................................]  Step: 86ms | Tot: 6s874ms | Loss: 1.143 | Acc: 66.667% (10240/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 6s966ms | Loss: 1.143 | Acc: 66.645% (10322/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 7s58ms | Loss: 1.142 | Acc: 66.662% (10410/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 7s151ms | Loss: 1.144 | Acc: 66.610% (10487/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 7s243ms | Loss: 1.144 | Acc: 66.639% (10577/15872) 124/391 
 [====================>............................................]  Step: 87ms | Tot: 7s331ms | Loss: 1.143 | Acc: 66.656% (10665/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 7s423ms | Loss: 1.143 | Acc: 66.611% (10743/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 7s516ms | Loss: 1.143 | Acc: 66.622% (10830/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 7s608ms | Loss: 1.143 | Acc: 66.626% (10916/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 7s700ms | Loss: 1.143 | Acc: 66.606% (10998/16512) 129/391 
 [=====================>...........................................]  Step: 85ms | Tot: 7s786ms | Loss: 1.144 | Acc: 66.550% (11074/16640) 130/391 
 [=====================>...........................................]  Step: 93ms | Tot: 7s879ms | Loss: 1.144 | Acc: 66.603% (11168/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 7s972ms | Loss: 1.144 | Acc: 66.625% (11257/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 8s64ms | Loss: 1.143 | Acc: 66.624% (11342/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 8s157ms | Loss: 1.143 | Acc: 66.610% (11425/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 8s249ms | Loss: 1.147 | Acc: 66.516% (11494/17280) 135/391 
 [======================>..........................................]  Step: 87ms | Tot: 8s336ms | Loss: 1.150 | Acc: 66.435% (11565/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 8s429ms | Loss: 1.150 | Acc: 66.418% (11647/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 8s521ms | Loss: 1.150 | Acc: 66.423% (11733/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 8s614ms | Loss: 1.149 | Acc: 66.474% (11827/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 8s706ms | Loss: 1.150 | Acc: 66.456% (11909/17920) 140/391 
 [=======================>.........................................]  Step: 86ms | Tot: 8s792ms | Loss: 1.150 | Acc: 66.417% (11987/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 8s885ms | Loss: 1.152 | Acc: 66.379% (12065/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 8s977ms | Loss: 1.152 | Acc: 66.384% (12151/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 9s70ms | Loss: 1.152 | Acc: 66.401% (12239/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 9s162ms | Loss: 1.153 | Acc: 66.374% (12319/18560) 145/391 
 [========================>........................................]  Step: 86ms | Tot: 9s249ms | Loss: 1.152 | Acc: 66.406% (12410/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 9s341ms | Loss: 1.152 | Acc: 66.406% (12495/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 9s434ms | Loss: 1.151 | Acc: 66.422% (12583/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 9s526ms | Loss: 1.151 | Acc: 66.417% (12667/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 9s618ms | Loss: 1.150 | Acc: 66.422% (12753/19200) 150/391 
 [========================>........................................]  Step: 87ms | Tot: 9s706ms | Loss: 1.150 | Acc: 66.422% (12838/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 9s798ms | Loss: 1.151 | Acc: 66.401% (12919/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 9s890ms | Loss: 1.153 | Acc: 66.360% (12996/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 9s983ms | Loss: 1.154 | Acc: 66.310% (13071/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 10s75ms | Loss: 1.153 | Acc: 66.336% (13161/19840) 155/391 
 [=========================>.......................................]  Step: 90ms | Tot: 10s166ms | Loss: 1.154 | Acc: 66.286% (13236/19968) 156/391 
 [=========================>.......................................]  Step: 90ms | Tot: 10s257ms | Loss: 1.153 | Acc: 66.322% (13328/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 10s349ms | Loss: 1.154 | Acc: 66.293% (13407/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 10s442ms | Loss: 1.154 | Acc: 66.303% (13494/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 10s534ms | Loss: 1.156 | Acc: 66.274% (13573/20480) 160/391 
 [==========================>......................................]  Step: 91ms | Tot: 10s626ms | Loss: 1.157 | Acc: 66.246% (13652/20608) 161/391 
 [==========================>......................................]  Step: 85ms | Tot: 10s712ms | Loss: 1.158 | Acc: 66.237% (13735/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 10s804ms | Loss: 1.157 | Acc: 66.243% (13821/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 10s896ms | Loss: 1.158 | Acc: 66.235% (13904/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 10s989ms | Loss: 1.160 | Acc: 66.198% (13981/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 11s81ms | Loss: 1.158 | Acc: 66.237% (14074/21248) 166/391 
 [===========================>.....................................]  Step: 84ms | Tot: 11s165ms | Loss: 1.159 | Acc: 66.205% (14152/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 11s258ms | Loss: 1.160 | Acc: 66.197% (14235/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 11s350ms | Loss: 1.160 | Acc: 66.226% (14326/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 11s442ms | Loss: 1.159 | Acc: 66.218% (14409/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 11s534ms | Loss: 1.160 | Acc: 66.182% (14486/21888) 171/391 
 [============================>....................................]  Step: 87ms | Tot: 11s622ms | Loss: 1.161 | Acc: 66.175% (14569/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 11s714ms | Loss: 1.161 | Acc: 66.194% (14658/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 11s807ms | Loss: 1.161 | Acc: 66.177% (14739/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 11s899ms | Loss: 1.160 | Acc: 66.210% (14831/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 11s992ms | Loss: 1.161 | Acc: 66.215% (14917/22528) 176/391 
 [=============================>...................................]  Step: 86ms | Tot: 12s78ms | Loss: 1.161 | Acc: 66.212% (15001/22656) 177/391 
 [=============================>...................................]  Step: 91ms | Tot: 12s170ms | Loss: 1.161 | Acc: 66.200% (15083/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 12s262ms | Loss: 1.161 | Acc: 66.171% (15161/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 12s354ms | Loss: 1.161 | Acc: 66.163% (15244/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 12s446ms | Loss: 1.163 | Acc: 66.117% (15318/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 12s538ms | Loss: 1.165 | Acc: 66.046% (15386/23296) 182/391 
 [==============================>..................................]  Step: 87ms | Tot: 12s626ms | Loss: 1.166 | Acc: 66.009% (15462/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 12s718ms | Loss: 1.167 | Acc: 65.990% (15542/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 12s811ms | Loss: 1.167 | Acc: 65.954% (15618/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 12s903ms | Loss: 1.167 | Acc: 65.953% (15702/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 12s995ms | Loss: 1.167 | Acc: 65.968% (15790/23936) 187/391 
 [===============================>.................................]  Step: 86ms | Tot: 13s82ms | Loss: 1.168 | Acc: 65.953% (15871/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 13s174ms | Loss: 1.169 | Acc: 65.947% (15954/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 13s266ms | Loss: 1.169 | Acc: 65.966% (16043/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 13s358ms | Loss: 1.169 | Acc: 65.964% (16127/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 13s451ms | Loss: 1.169 | Acc: 65.963% (16211/24576) 192/391 
 [===============================>.................................]  Step: 87ms | Tot: 13s538ms | Loss: 1.171 | Acc: 65.941% (16290/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 13s630ms | Loss: 1.171 | Acc: 65.939% (16374/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 13s722ms | Loss: 1.172 | Acc: 65.917% (16453/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 13s815ms | Loss: 1.172 | Acc: 65.928% (16540/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 13s907ms | Loss: 1.172 | Acc: 65.914% (16621/25216) 197/391 
 [================================>................................]  Step: 87ms | Tot: 13s995ms | Loss: 1.173 | Acc: 65.901% (16702/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 14s87ms | Loss: 1.173 | Acc: 65.916% (16790/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 14s179ms | Loss: 1.173 | Acc: 65.922% (16876/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 14s271ms | Loss: 1.173 | Acc: 65.917% (16959/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 14s364ms | Loss: 1.173 | Acc: 65.919% (17044/25856) 202/391 
 [=================================>...............................]  Step: 87ms | Tot: 14s451ms | Loss: 1.174 | Acc: 65.902% (17124/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 14s544ms | Loss: 1.175 | Acc: 65.859% (17197/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 14s636ms | Loss: 1.175 | Acc: 65.877% (17286/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 14s728ms | Loss: 1.175 | Acc: 65.872% (17369/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 14s821ms | Loss: 1.175 | Acc: 65.867% (17452/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 14s913ms | Loss: 1.175 | Acc: 65.869% (17537/26624) 208/391 
 [==================================>..............................]  Step: 86ms | Tot: 14s999ms | Loss: 1.175 | Acc: 65.849% (17616/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 15s92ms | Loss: 1.174 | Acc: 65.871% (17706/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 15s185ms | Loss: 1.174 | Acc: 65.888% (17795/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 15s278ms | Loss: 1.174 | Acc: 65.868% (17874/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 15s370ms | Loss: 1.175 | Acc: 65.867% (17958/27264) 213/391 
 [===================================>.............................]  Step: 86ms | Tot: 15s457ms | Loss: 1.176 | Acc: 65.873% (18044/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 15s549ms | Loss: 1.175 | Acc: 65.908% (18138/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 15s641ms | Loss: 1.175 | Acc: 65.907% (18222/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 15s734ms | Loss: 1.175 | Acc: 65.899% (18304/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 15s826ms | Loss: 1.176 | Acc: 65.915% (18393/27904) 218/391 
 [====================================>............................]  Step: 85ms | Tot: 15s912ms | Loss: 1.177 | Acc: 65.914% (18477/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 16s4ms | Loss: 1.177 | Acc: 65.874% (18550/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 16s97ms | Loss: 1.179 | Acc: 65.834% (18623/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 16s189ms | Loss: 1.180 | Acc: 65.822% (18704/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 16s282ms | Loss: 1.180 | Acc: 65.818% (18787/28544) 223/391 
 [=====================================>...........................]  Step: 86ms | Tot: 16s368ms | Loss: 1.179 | Acc: 65.841% (18878/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 16s460ms | Loss: 1.179 | Acc: 65.840% (18962/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 16s552ms | Loss: 1.179 | Acc: 65.839% (19046/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 16s644ms | Loss: 1.180 | Acc: 65.825% (19126/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 16s737ms | Loss: 1.180 | Acc: 65.820% (19209/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 16s829ms | Loss: 1.180 | Acc: 65.830% (19296/29312) 229/391 
 [======================================>..........................]  Step: 88ms | Tot: 16s918ms | Loss: 1.180 | Acc: 65.819% (19377/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 17s10ms | Loss: 1.181 | Acc: 65.808% (19458/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 17s103ms | Loss: 1.181 | Acc: 65.790% (19537/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 17s195ms | Loss: 1.181 | Acc: 65.769% (19615/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 17s287ms | Loss: 1.183 | Acc: 65.728% (19687/29952) 234/391 
 [======================================>..........................]  Step: 86ms | Tot: 17s373ms | Loss: 1.183 | Acc: 65.741% (19775/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 17s465ms | Loss: 1.183 | Acc: 65.734% (19857/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 17s557ms | Loss: 1.183 | Acc: 65.737% (19942/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 17s650ms | Loss: 1.182 | Acc: 65.776% (20038/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 17s742ms | Loss: 1.182 | Acc: 65.759% (20117/30592) 239/391 
 [=======================================>.........................]  Step: 87ms | Tot: 17s830ms | Loss: 1.183 | Acc: 65.729% (20192/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 17s922ms | Loss: 1.182 | Acc: 65.738% (20279/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 18s14ms | Loss: 1.182 | Acc: 65.722% (20358/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 18s107ms | Loss: 1.183 | Acc: 65.721% (20442/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 18s199ms | Loss: 1.183 | Acc: 65.731% (20529/31232) 244/391 
 [========================================>........................]  Step: 85ms | Tot: 18s285ms | Loss: 1.183 | Acc: 65.737% (20615/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 18s377ms | Loss: 1.183 | Acc: 65.720% (20694/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 18s470ms | Loss: 1.183 | Acc: 65.714% (20776/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 18s562ms | Loss: 1.184 | Acc: 65.682% (20850/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 18s655ms | Loss: 1.185 | Acc: 65.663% (20928/31872) 249/391 
 [=========================================>.......................]  Step: 86ms | Tot: 18s741ms | Loss: 1.185 | Acc: 65.666% (21013/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 18s833ms | Loss: 1.185 | Acc: 65.662% (21096/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 18s926ms | Loss: 1.186 | Acc: 65.668% (21182/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 19s18ms | Loss: 1.186 | Acc: 65.668% (21266/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 19s110ms | Loss: 1.185 | Acc: 65.693% (21358/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 19s202ms | Loss: 1.186 | Acc: 65.695% (21443/32640) 255/391 
 [==========================================>......................]  Step: 86ms | Tot: 19s289ms | Loss: 1.186 | Acc: 65.683% (21523/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 19s381ms | Loss: 1.186 | Acc: 65.689% (21609/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 19s474ms | Loss: 1.186 | Acc: 65.686% (21692/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 19s566ms | Loss: 1.186 | Acc: 65.649% (21764/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 19s659ms | Loss: 1.186 | Acc: 65.643% (21846/33280) 260/391 
 [===========================================>.....................]  Step: 86ms | Tot: 19s745ms | Loss: 1.187 | Acc: 65.625% (21924/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 19s838ms | Loss: 1.187 | Acc: 65.619% (22006/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 19s930ms | Loss: 1.187 | Acc: 65.601% (22084/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 20s22ms | Loss: 1.187 | Acc: 65.604% (22169/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 20s115ms | Loss: 1.188 | Acc: 65.581% (22245/33920) 265/391 
 [============================================>....................]  Step: 87ms | Tot: 20s202ms | Loss: 1.188 | Acc: 65.566% (22324/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 20s295ms | Loss: 1.189 | Acc: 65.555% (22404/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 20s387ms | Loss: 1.188 | Acc: 65.578% (22496/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 20s479ms | Loss: 1.187 | Acc: 65.596% (22586/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 20s572ms | Loss: 1.187 | Acc: 65.613% (22676/34560) 270/391 
 [============================================>....................]  Step: 85ms | Tot: 20s657ms | Loss: 1.187 | Acc: 65.628% (22765/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 20s750ms | Loss: 1.187 | Acc: 65.639% (22853/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 20s842ms | Loss: 1.187 | Acc: 65.619% (22930/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 20s934ms | Loss: 1.187 | Acc: 65.599% (23007/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 21s26ms | Loss: 1.187 | Acc: 65.597% (23090/35200) 275/391 
 [=============================================>...................]  Step: 91ms | Tot: 21s118ms | Loss: 1.187 | Acc: 65.585% (23170/35328) 276/391 
 [=============================================>...................]  Step: 90ms | Tot: 21s208ms | Loss: 1.186 | Acc: 65.597% (23258/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 21s300ms | Loss: 1.186 | Acc: 65.608% (23346/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 21s393ms | Loss: 1.186 | Acc: 65.622% (23435/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 21s485ms | Loss: 1.187 | Acc: 65.605% (23513/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 21s578ms | Loss: 1.187 | Acc: 65.614% (23600/35968) 281/391 
 [==============================================>..................]  Step: 87ms | Tot: 21s665ms | Loss: 1.187 | Acc: 65.603% (23680/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 21s757ms | Loss: 1.187 | Acc: 65.589% (23759/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 21s849ms | Loss: 1.187 | Acc: 65.575% (23838/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 21s942ms | Loss: 1.187 | Acc: 65.581% (23924/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 22s34ms | Loss: 1.187 | Acc: 65.576% (24006/36608) 286/391 
 [===============================================>.................]  Step: 87ms | Tot: 22s122ms | Loss: 1.186 | Acc: 65.576% (24090/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 22s214ms | Loss: 1.187 | Acc: 65.568% (24171/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 22s307ms | Loss: 1.187 | Acc: 65.560% (24252/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 22s399ms | Loss: 1.186 | Acc: 65.550% (24332/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 22s491ms | Loss: 1.187 | Acc: 65.547% (24415/37248) 291/391 
 [================================================>................]  Step: 87ms | Tot: 22s579ms | Loss: 1.186 | Acc: 65.545% (24498/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 22s671ms | Loss: 1.186 | Acc: 65.566% (24590/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 22s763ms | Loss: 1.186 | Acc: 65.537% (24663/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 22s856ms | Loss: 1.186 | Acc: 65.546% (24750/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 22s948ms | Loss: 1.186 | Acc: 65.548% (24835/37888) 296/391 
 [=================================================>...............]  Step: 86ms | Tot: 23s34ms | Loss: 1.185 | Acc: 65.564% (24925/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 23s127ms | Loss: 1.186 | Acc: 65.567% (25010/38144) 298/391 
 [=================================================>...............]  Step: 92ms | Tot: 23s219ms | Loss: 1.186 | Acc: 65.562% (25092/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 23s311ms | Loss: 1.187 | Acc: 65.544% (25169/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 23s404ms | Loss: 1.187 | Acc: 65.552% (25256/38528) 301/391 
 [==================================================>..............]  Step: 90ms | Tot: 23s494ms | Loss: 1.189 | Acc: 65.503% (25321/38656) 302/391 
 [==================================================>..............]  Step: 89ms | Tot: 23s584ms | Loss: 1.188 | Acc: 65.517% (25410/38784) 303/391 
 [==================================================>..............]  Step: 92ms | Tot: 23s676ms | Loss: 1.188 | Acc: 65.494% (25485/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 23s769ms | Loss: 1.188 | Acc: 65.479% (25563/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 23s861ms | Loss: 1.189 | Acc: 65.464% (25641/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 23s954ms | Loss: 1.189 | Acc: 65.452% (25720/39296) 307/391 
 [===================================================>.............]  Step: 87ms | Tot: 24s41ms | Loss: 1.189 | Acc: 65.453% (25804/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 24s133ms | Loss: 1.190 | Acc: 65.430% (25879/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 24s226ms | Loss: 1.190 | Acc: 65.433% (25964/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 24s318ms | Loss: 1.190 | Acc: 65.432% (26047/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 24s410ms | Loss: 1.190 | Acc: 65.432% (26131/39936) 312/391 
 [===================================================>.............]  Step: 86ms | Tot: 24s497ms | Loss: 1.190 | Acc: 65.435% (26216/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 24s589ms | Loss: 1.190 | Acc: 65.401% (26286/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 24s681ms | Loss: 1.190 | Acc: 65.394% (26367/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 24s774ms | Loss: 1.191 | Acc: 65.385% (26447/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 24s866ms | Loss: 1.191 | Acc: 65.391% (26533/40576) 317/391 
 [====================================================>............]  Step: 87ms | Tot: 24s953ms | Loss: 1.191 | Acc: 65.406% (26623/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 25s45ms | Loss: 1.191 | Acc: 65.427% (26715/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 25s138ms | Loss: 1.190 | Acc: 65.457% (26811/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 25s231ms | Loss: 1.190 | Acc: 65.457% (26895/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 25s323ms | Loss: 1.190 | Acc: 65.441% (26972/41216) 322/391 
 [=====================================================>...........]  Step: 84ms | Tot: 25s407ms | Loss: 1.190 | Acc: 65.432% (27052/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 25s500ms | Loss: 1.190 | Acc: 65.420% (27131/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 25s592ms | Loss: 1.191 | Acc: 65.385% (27200/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 25s684ms | Loss: 1.191 | Acc: 65.412% (27295/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 25s777ms | Loss: 1.191 | Acc: 65.396% (27372/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 25s869ms | Loss: 1.191 | Acc: 65.380% (27449/41984) 328/391 
 [======================================================>..........]  Step: 87ms | Tot: 25s956ms | Loss: 1.192 | Acc: 65.369% (27528/42112) 329/391 
 [======================================================>..........]  Step: 92ms | Tot: 26s49ms | Loss: 1.192 | Acc: 65.374% (27614/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 26s141ms | Loss: 1.192 | Acc: 65.363% (27693/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 26s234ms | Loss: 1.192 | Acc: 65.350% (27771/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 26s326ms | Loss: 1.192 | Acc: 65.355% (27857/42624) 333/391 
 [=======================================================>.........]  Step: 86ms | Tot: 26s413ms | Loss: 1.192 | Acc: 65.361% (27943/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 26s505ms | Loss: 1.193 | Acc: 65.336% (28016/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 26s597ms | Loss: 1.193 | Acc: 65.327% (28096/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 26s689ms | Loss: 1.193 | Acc: 65.328% (28180/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 26s782ms | Loss: 1.194 | Acc: 65.322% (28261/43264) 338/391 
 [========================================================>........]  Step: 87ms | Tot: 26s870ms | Loss: 1.194 | Acc: 65.316% (28342/43392) 339/391 
 [========================================================>........]  Step: 91ms | Tot: 26s961ms | Loss: 1.194 | Acc: 65.310% (28423/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 27s54ms | Loss: 1.194 | Acc: 65.304% (28504/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 27s146ms | Loss: 1.194 | Acc: 65.319% (28594/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 27s238ms | Loss: 1.194 | Acc: 65.315% (28676/43904) 343/391 
 [=========================================================>.......]  Step: 87ms | Tot: 27s326ms | Loss: 1.194 | Acc: 65.330% (28766/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 27s418ms | Loss: 1.195 | Acc: 65.306% (28839/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 27s511ms | Loss: 1.195 | Acc: 65.302% (28921/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 27s603ms | Loss: 1.196 | Acc: 65.285% (28997/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 27s695ms | Loss: 1.196 | Acc: 65.268% (29073/44544) 348/391 
 [=========================================================>.......]  Step: 87ms | Tot: 27s783ms | Loss: 1.196 | Acc: 65.265% (29155/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 27s876ms | Loss: 1.197 | Acc: 65.259% (29236/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 27s968ms | Loss: 1.197 | Acc: 65.256% (29318/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 28s60ms | Loss: 1.197 | Acc: 65.243% (29396/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 28s152ms | Loss: 1.197 | Acc: 65.227% (29472/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 28s245ms | Loss: 1.196 | Acc: 65.234% (29559/45312) 354/391 
 [==========================================================>......]  Step: 88ms | Tot: 28s333ms | Loss: 1.196 | Acc: 65.233% (29642/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 28s425ms | Loss: 1.197 | Acc: 65.234% (29726/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 28s518ms | Loss: 1.197 | Acc: 65.233% (29809/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 28s611ms | Loss: 1.197 | Acc: 65.241% (29896/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 28s703ms | Loss: 1.197 | Acc: 65.238% (29978/45952) 359/391 
 [===========================================================>.....]  Step: 86ms | Tot: 28s790ms | Loss: 1.198 | Acc: 65.232% (30059/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 28s882ms | Loss: 1.198 | Acc: 65.225% (30139/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 28s975ms | Loss: 1.198 | Acc: 65.228% (30224/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 29s67ms | Loss: 1.198 | Acc: 65.231% (30309/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 29s159ms | Loss: 1.198 | Acc: 65.226% (30390/46592) 364/391 
 [============================================================>....]  Step: 86ms | Tot: 29s245ms | Loss: 1.198 | Acc: 65.216% (30469/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 29s338ms | Loss: 1.198 | Acc: 65.222% (30555/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 29s430ms | Loss: 1.198 | Acc: 65.218% (30637/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 29s523ms | Loss: 1.199 | Acc: 65.200% (30712/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 29s615ms | Loss: 1.199 | Acc: 65.189% (30790/47232) 369/391 
 [=============================================================>...]  Step: 87ms | Tot: 29s702ms | Loss: 1.199 | Acc: 65.205% (30881/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 29s795ms | Loss: 1.198 | Acc: 65.204% (30964/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 29s888ms | Loss: 1.199 | Acc: 65.201% (31046/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 29s980ms | Loss: 1.199 | Acc: 65.187% (31123/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 30s73ms | Loss: 1.199 | Acc: 65.188% (31207/47872) 374/391 
 [==============================================================>..]  Step: 89ms | Tot: 30s163ms | Loss: 1.199 | Acc: 65.190% (31291/48000) 375/391 
 [==============================================================>..]  Step: 90ms | Tot: 30s253ms | Loss: 1.199 | Acc: 65.193% (31376/48128) 376/391 
 [==============================================================>..]  Step: 92ms | Tot: 30s345ms | Loss: 1.199 | Acc: 65.198% (31462/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 30s438ms | Loss: 1.199 | Acc: 65.193% (31543/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 30s530ms | Loss: 1.200 | Acc: 65.172% (31616/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 30s623ms | Loss: 1.200 | Acc: 65.152% (31690/48640) 380/391 
 [===============================================================>.]  Step: 86ms | Tot: 30s709ms | Loss: 1.200 | Acc: 65.157% (31776/48768) 381/391 
 [===============================================================>.]  Step: 92ms | Tot: 30s801ms | Loss: 1.200 | Acc: 65.155% (31858/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 30s894ms | Loss: 1.200 | Acc: 65.152% (31940/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 30s986ms | Loss: 1.200 | Acc: 65.153% (32024/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 31s78ms | Loss: 1.200 | Acc: 65.158% (32110/49280) 385/391 
 [================================================================>]  Step: 87ms | Tot: 31s166ms | Loss: 1.200 | Acc: 65.166% (32197/49408) 386/391 
 [================================================================>]  Step: 94ms | Tot: 31s260ms | Loss: 1.200 | Acc: 65.181% (32288/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 31s353ms | Loss: 1.200 | Acc: 65.178% (32370/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 31s445ms | Loss: 1.200 | Acc: 65.167% (32448/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 31s537ms | Loss: 1.200 | Acc: 65.168% (32532/49920) 390/391 
 [================================================================>]  Step: 61ms | Tot: 31s599ms | Loss: 1.200 | Acc: 65.174% (32587/50000) 391/391 
 [>................................................................]  Step: 183ms | Tot: 0ms | Loss: 1.779 | Acc: 57.000% (57/100)    1/100 
 [>................................................................]  Step: 25ms | Tot: 25ms | Loss: 1.870 | Acc: 56.000% (112/200)   2/100 
 [=>...............................................................]  Step: 26ms | Tot: 51ms | Loss: 1.826 | Acc: 55.667% (167/300)   3/100 
 [=>...............................................................]  Step: 25ms | Tot: 77ms | Loss: 1.822 | Acc: 55.750% (223/400)   4/100 
 [==>..............................................................]  Step: 22ms | Tot: 100ms | Loss: 1.862 | Acc: 53.800% (269/500)  5/100 
 [===>.............................................................]  Step: 23ms | Tot: 123ms | Loss: 1.917 | Acc: 52.167% (313/600)  6/100 
 [===>.............................................................]  Step: 26ms | Tot: 149ms | Loss: 1.845 | Acc: 53.571% (375/700)  7/100 
 [====>............................................................]  Step: 25ms | Tot: 175ms | Loss: 1.787 | Acc: 54.250% (434/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 201ms | Loss: 1.785 | Acc: 53.889% (485/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 227ms | Loss: 1.777 | Acc: 54.300% (543/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 253ms | Loss: 1.785 | Acc: 54.091% (595/1100) 11/100 
 [=======>.........................................................]  Step: 25ms | Tot: 278ms | Loss: 1.797 | Acc: 53.500% (642/1200) 12/100 
 [=======>.........................................................]  Step: 25ms | Tot: 304ms | Loss: 1.783 | Acc: 54.077% (703/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 330ms | Loss: 1.785 | Acc: 53.714% (752/1400) 14/100 
 [=========>.......................................................]  Step: 25ms | Tot: 356ms | Loss: 1.806 | Acc: 53.800% (807/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 382ms | Loss: 1.825 | Acc: 53.625% (858/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 408ms | Loss: 1.829 | Acc: 53.588% (911/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 434ms | Loss: 1.831 | Acc: 53.667% (966/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 460ms | Loss: 1.823 | Acc: 53.684% (1020/1900) 19/100 
 [============>....................................................]  Step: 25ms | Tot: 486ms | Loss: 1.819 | Acc: 53.700% (1074/2000) 20/100 
 [=============>...................................................]  Step: 26ms | Tot: 512ms | Loss: 1.810 | Acc: 53.952% (1133/2100) 21/100 
 [=============>...................................................]  Step: 21ms | Tot: 533ms | Loss: 1.817 | Acc: 53.909% (1186/2200) 22/100 
 [==============>..................................................]  Step: 26ms | Tot: 559ms | Loss: 1.818 | Acc: 54.000% (1242/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 585ms | Loss: 1.826 | Acc: 53.792% (1291/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 611ms | Loss: 1.825 | Acc: 53.680% (1342/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 636ms | Loss: 1.824 | Acc: 53.731% (1397/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 662ms | Loss: 1.827 | Acc: 53.815% (1453/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 688ms | Loss: 1.828 | Acc: 53.679% (1503/2800) 28/100 
 [==================>..............................................]  Step: 26ms | Tot: 714ms | Loss: 1.834 | Acc: 53.448% (1550/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 740ms | Loss: 1.832 | Acc: 53.433% (1603/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 766ms | Loss: 1.842 | Acc: 53.226% (1650/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 792ms | Loss: 1.829 | Acc: 53.469% (1711/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 818ms | Loss: 1.833 | Acc: 53.152% (1754/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 844ms | Loss: 1.839 | Acc: 53.118% (1806/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 870ms | Loss: 1.833 | Acc: 53.143% (1860/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 895ms | Loss: 1.833 | Acc: 53.194% (1915/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 921ms | Loss: 1.834 | Acc: 53.162% (1967/3700) 37/100 
 [========================>........................................]  Step: 21ms | Tot: 943ms | Loss: 1.830 | Acc: 53.263% (2024/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 969ms | Loss: 1.830 | Acc: 53.282% (2078/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 994ms | Loss: 1.822 | Acc: 53.450% (2138/4000) 40/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s20ms | Loss: 1.818 | Acc: 53.439% (2191/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s46ms | Loss: 1.819 | Acc: 53.452% (2245/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s72ms | Loss: 1.814 | Acc: 53.674% (2308/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s98ms | Loss: 1.817 | Acc: 53.591% (2358/4400) 44/100 
 [============================>....................................]  Step: 25ms | Tot: 1s124ms | Loss: 1.815 | Acc: 53.667% (2415/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s150ms | Loss: 1.816 | Acc: 53.565% (2464/4600) 46/100 
 [=============================>...................................]  Step: 26ms | Tot: 1s176ms | Loss: 1.821 | Acc: 53.489% (2514/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s202ms | Loss: 1.822 | Acc: 53.479% (2567/4800) 48/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s228ms | Loss: 1.828 | Acc: 53.327% (2613/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s254ms | Loss: 1.826 | Acc: 53.380% (2669/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s280ms | Loss: 1.821 | Acc: 53.510% (2729/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s305ms | Loss: 1.826 | Acc: 53.423% (2778/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s331ms | Loss: 1.823 | Acc: 53.340% (2827/5300) 53/100 
 [==================================>..............................]  Step: 22ms | Tot: 1s354ms | Loss: 1.817 | Acc: 53.463% (2887/5400) 54/100 
 [===================================>.............................]  Step: 21ms | Tot: 1s375ms | Loss: 1.818 | Acc: 53.436% (2939/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s401ms | Loss: 1.817 | Acc: 53.446% (2993/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s427ms | Loss: 1.810 | Acc: 53.544% (3052/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s453ms | Loss: 1.809 | Acc: 53.534% (3105/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s479ms | Loss: 1.809 | Acc: 53.525% (3158/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s505ms | Loss: 1.811 | Acc: 53.450% (3207/6000) 60/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s531ms | Loss: 1.810 | Acc: 53.492% (3263/6100) 61/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s556ms | Loss: 1.812 | Acc: 53.387% (3310/6200) 62/100 
 [========================================>........................]  Step: 25ms | Tot: 1s582ms | Loss: 1.811 | Acc: 53.397% (3364/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s608ms | Loss: 1.805 | Acc: 53.547% (3427/6400) 64/100 
 [=========================================>.......................]  Step: 26ms | Tot: 1s634ms | Loss: 1.809 | Acc: 53.508% (3478/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s660ms | Loss: 1.813 | Acc: 53.439% (3527/6600) 66/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s686ms | Loss: 1.811 | Acc: 53.567% (3589/6700) 67/100 
 [===========================================>.....................]  Step: 26ms | Tot: 1s712ms | Loss: 1.811 | Acc: 53.559% (3642/6800) 68/100 
 [============================================>....................]  Step: 26ms | Tot: 1s738ms | Loss: 1.811 | Acc: 53.623% (3700/6900) 69/100 
 [============================================>....................]  Step: 26ms | Tot: 1s764ms | Loss: 1.809 | Acc: 53.657% (3756/7000) 70/100 
 [=============================================>...................]  Step: 18ms | Tot: 1s783ms | Loss: 1.814 | Acc: 53.620% (3807/7100) 71/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s809ms | Loss: 1.813 | Acc: 53.667% (3864/7200) 72/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s835ms | Loss: 1.807 | Acc: 53.781% (3926/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s860ms | Loss: 1.806 | Acc: 53.811% (3982/7400) 74/100 
 [================================================>................]  Step: 25ms | Tot: 1s886ms | Loss: 1.807 | Acc: 53.760% (4032/7500) 75/100 
 [================================================>................]  Step: 25ms | Tot: 1s912ms | Loss: 1.809 | Acc: 53.724% (4083/7600) 76/100 
 [=================================================>...............]  Step: 25ms | Tot: 1s938ms | Loss: 1.811 | Acc: 53.662% (4132/7700) 77/100 
 [==================================================>..............]  Step: 26ms | Tot: 1s964ms | Loss: 1.813 | Acc: 53.590% (4180/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 1s990ms | Loss: 1.814 | Acc: 53.595% (4234/7900) 79/100 
 [===================================================>.............]  Step: 26ms | Tot: 2s16ms | Loss: 1.816 | Acc: 53.575% (4286/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s42ms | Loss: 1.817 | Acc: 53.605% (4342/8100) 81/100 
 [====================================================>............]  Step: 26ms | Tot: 2s68ms | Loss: 1.818 | Acc: 53.585% (4394/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s94ms | Loss: 1.815 | Acc: 53.687% (4456/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s119ms | Loss: 1.814 | Acc: 53.702% (4511/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s145ms | Loss: 1.808 | Acc: 53.835% (4576/8500) 85/100 
 [=======================================================>.........]  Step: 26ms | Tot: 2s171ms | Loss: 1.802 | Acc: 53.977% (4642/8600) 86/100 
 [=======================================================>.........]  Step: 23ms | Tot: 2s195ms | Loss: 1.803 | Acc: 53.931% (4692/8700) 87/100 
 [========================================================>........]  Step: 23ms | Tot: 2s218ms | Loss: 1.799 | Acc: 54.000% (4752/8800) 88/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s244ms | Loss: 1.797 | Acc: 53.989% (4805/8900) 89/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s270ms | Loss: 1.795 | Acc: 53.989% (4859/9000) 90/100 
 [==========================================================>......]  Step: 25ms | Tot: 2s296ms | Loss: 1.798 | Acc: 53.912% (4906/9100) 91/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s322ms | Loss: 1.796 | Acc: 53.946% (4963/9200) 92/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s348ms | Loss: 1.796 | Acc: 53.968% (5019/9300) 93/100 
 [============================================================>....]  Step: 25ms | Tot: 2s374ms | Loss: 1.793 | Acc: 53.989% (5075/9400) 94/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s400ms | Loss: 1.793 | Acc: 53.926% (5123/9500) 95/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s426ms | Loss: 1.790 | Acc: 53.990% (5183/9600) 96/100 
 [==============================================================>..]  Step: 26ms | Tot: 2s452ms | Loss: 1.789 | Acc: 53.969% (5235/9700) 97/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s478ms | Loss: 1.789 | Acc: 53.929% (5285/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s503ms | Loss: 1.790 | Acc: 53.929% (5339/9900) 99/100 
 [================================================================>]  Step: 26ms | Tot: 2s530ms | Loss: 1.790 | Acc: 53.910% (5391/10000) 100/100 

Epoch: 20
 [>................................................................]  Step: 247ms | Tot: 0ms | Loss: 1.126 | Acc: 66.406% (85/128)    1/391 
 [>................................................................]  Step: 92ms | Tot: 92ms | Loss: 1.066 | Acc: 69.531% (178/256)   2/391 
 [>................................................................]  Step: 86ms | Tot: 178ms | Loss: 1.118 | Acc: 66.667% (256/384)  3/391 
 [>................................................................]  Step: 92ms | Tot: 270ms | Loss: 1.095 | Acc: 68.164% (349/512)  4/391 
 [>................................................................]  Step: 92ms | Tot: 363ms | Loss: 1.099 | Acc: 68.125% (436/640)  5/391 
 [>................................................................]  Step: 92ms | Tot: 455ms | Loss: 1.078 | Acc: 68.490% (526/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 547ms | Loss: 1.076 | Acc: 68.080% (610/896)  7/391 
 [=>...............................................................]  Step: 89ms | Tot: 636ms | Loss: 1.052 | Acc: 68.750% (704/1024) 8/391 
 [=>...............................................................]  Step: 98ms | Tot: 734ms | Loss: 1.062 | Acc: 68.229% (786/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 827ms | Loss: 1.065 | Acc: 68.203% (873/1280) 10/391 
 [=>...............................................................]  Step: 92ms | Tot: 919ms | Loss: 1.072 | Acc: 67.898% (956/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s11ms | Loss: 1.081 | Acc: 67.839% (1042/1536) 12/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s103ms | Loss: 1.089 | Acc: 67.728% (1127/1664) 13/391 
 [==>..............................................................]  Step: 88ms | Tot: 1s192ms | Loss: 1.098 | Acc: 67.467% (1209/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s285ms | Loss: 1.096 | Acc: 67.552% (1297/1920) 15/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s377ms | Loss: 1.079 | Acc: 67.969% (1392/2048) 16/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s469ms | Loss: 1.080 | Acc: 67.831% (1476/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s561ms | Loss: 1.074 | Acc: 68.186% (1571/2304) 18/391 
 [==>..............................................................]  Step: 85ms | Tot: 1s647ms | Loss: 1.064 | Acc: 68.380% (1663/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s740ms | Loss: 1.062 | Acc: 68.633% (1757/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s832ms | Loss: 1.060 | Acc: 68.750% (1848/2688) 21/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s925ms | Loss: 1.060 | Acc: 68.786% (1937/2816) 22/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s17ms | Loss: 1.052 | Acc: 69.056% (2033/2944) 23/391 
 [===>.............................................................]  Step: 86ms | Tot: 2s104ms | Loss: 1.050 | Acc: 69.206% (2126/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s196ms | Loss: 1.048 | Acc: 69.219% (2215/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s288ms | Loss: 1.041 | Acc: 69.441% (2311/3328) 26/391 
 [====>............................................................]  Step: 92ms | Tot: 2s381ms | Loss: 1.044 | Acc: 69.560% (2404/3456) 27/391 
 [====>............................................................]  Step: 92ms | Tot: 2s473ms | Loss: 1.048 | Acc: 69.364% (2486/3584) 28/391 
 [====>............................................................]  Step: 87ms | Tot: 2s561ms | Loss: 1.052 | Acc: 69.397% (2576/3712) 29/391 
 [====>............................................................]  Step: 94ms | Tot: 2s655ms | Loss: 1.057 | Acc: 69.323% (2662/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s747ms | Loss: 1.062 | Acc: 69.128% (2743/3968) 31/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s840ms | Loss: 1.060 | Acc: 69.189% (2834/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s932ms | Loss: 1.061 | Acc: 69.152% (2921/4224) 33/391 
 [=====>...........................................................]  Step: 87ms | Tot: 3s19ms | Loss: 1.067 | Acc: 68.980% (3002/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s112ms | Loss: 1.069 | Acc: 68.906% (3087/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s204ms | Loss: 1.065 | Acc: 69.032% (3181/4608) 36/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s296ms | Loss: 1.061 | Acc: 69.088% (3272/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s389ms | Loss: 1.064 | Acc: 69.079% (3360/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s481ms | Loss: 1.065 | Acc: 68.850% (3437/4992) 39/391 
 [======>..........................................................]  Step: 90ms | Tot: 3s571ms | Loss: 1.069 | Acc: 68.848% (3525/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s664ms | Loss: 1.068 | Acc: 68.883% (3615/5248) 41/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s756ms | Loss: 1.063 | Acc: 69.010% (3710/5376) 42/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s849ms | Loss: 1.064 | Acc: 68.932% (3794/5504) 43/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s941ms | Loss: 1.067 | Acc: 68.874% (3879/5632) 44/391 
 [=======>.........................................................]  Step: 85ms | Tot: 4s27ms | Loss: 1.077 | Acc: 68.681% (3956/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s119ms | Loss: 1.076 | Acc: 68.750% (4048/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s211ms | Loss: 1.077 | Acc: 68.717% (4134/6016) 47/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s304ms | Loss: 1.080 | Acc: 68.636% (4217/6144) 48/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s396ms | Loss: 1.079 | Acc: 68.686% (4308/6272) 49/391 
 [========>........................................................]  Step: 84ms | Tot: 4s481ms | Loss: 1.080 | Acc: 68.703% (4397/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s573ms | Loss: 1.084 | Acc: 68.505% (4472/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s665ms | Loss: 1.092 | Acc: 68.239% (4542/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 4s758ms | Loss: 1.091 | Acc: 68.205% (4627/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s850ms | Loss: 1.091 | Acc: 68.099% (4707/6912) 54/391 
 [========>........................................................]  Step: 87ms | Tot: 4s938ms | Loss: 1.089 | Acc: 68.082% (4793/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s30ms | Loss: 1.090 | Acc: 68.039% (4877/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s123ms | Loss: 1.092 | Acc: 67.969% (4959/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s215ms | Loss: 1.090 | Acc: 67.955% (5045/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s307ms | Loss: 1.090 | Acc: 67.969% (5133/7552) 59/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s395ms | Loss: 1.091 | Acc: 67.943% (5218/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s487ms | Loss: 1.092 | Acc: 67.969% (5307/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s579ms | Loss: 1.090 | Acc: 68.057% (5401/7936) 62/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s671ms | Loss: 1.092 | Acc: 68.056% (5488/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s764ms | Loss: 1.093 | Acc: 68.079% (5577/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s856ms | Loss: 1.093 | Acc: 68.161% (5671/8320) 65/391 
 [==========>......................................................]  Step: 88ms | Tot: 5s945ms | Loss: 1.093 | Acc: 68.087% (5752/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 6s38ms | Loss: 1.095 | Acc: 68.027% (5834/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s130ms | Loss: 1.096 | Acc: 67.957% (5915/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s222ms | Loss: 1.100 | Acc: 67.867% (5994/8832) 69/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s315ms | Loss: 1.100 | Acc: 67.801% (6075/8960) 70/391 
 [===========>.....................................................]  Step: 86ms | Tot: 6s401ms | Loss: 1.099 | Acc: 67.859% (6167/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s494ms | Loss: 1.100 | Acc: 67.784% (6247/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s586ms | Loss: 1.100 | Acc: 67.765% (6332/9344) 73/391 
 [============>....................................................]  Step: 92ms | Tot: 6s678ms | Loss: 1.100 | Acc: 67.768% (6419/9472) 74/391 
 [============>....................................................]  Step: 92ms | Tot: 6s770ms | Loss: 1.101 | Acc: 67.698% (6499/9600) 75/391 
 [============>....................................................]  Step: 88ms | Tot: 6s858ms | Loss: 1.103 | Acc: 67.640% (6580/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s951ms | Loss: 1.102 | Acc: 67.644% (6667/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 7s43ms | Loss: 1.103 | Acc: 67.658% (6755/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 7s135ms | Loss: 1.104 | Acc: 67.573% (6833/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s227ms | Loss: 1.106 | Acc: 67.490% (6911/10240) 80/391 
 [=============>...................................................]  Step: 87ms | Tot: 7s315ms | Loss: 1.109 | Acc: 67.438% (6992/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s408ms | Loss: 1.109 | Acc: 67.416% (7076/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s500ms | Loss: 1.112 | Acc: 67.329% (7153/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s592ms | Loss: 1.110 | Acc: 67.411% (7248/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s684ms | Loss: 1.109 | Acc: 67.491% (7343/10880) 85/391 
 [==============>..................................................]  Step: 87ms | Tot: 7s771ms | Loss: 1.109 | Acc: 67.533% (7434/11008) 86/391 
 [==============>..................................................]  Step: 94ms | Tot: 7s866ms | Loss: 1.109 | Acc: 67.538% (7521/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s959ms | Loss: 1.111 | Acc: 67.498% (7603/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s51ms | Loss: 1.112 | Acc: 67.504% (7690/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s143ms | Loss: 1.111 | Acc: 67.526% (7779/11520) 90/391 
 [==============>..................................................]  Step: 90ms | Tot: 8s233ms | Loss: 1.111 | Acc: 67.548% (7868/11648) 91/391 
 [===============>.................................................]  Step: 91ms | Tot: 8s324ms | Loss: 1.112 | Acc: 67.510% (7950/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s416ms | Loss: 1.113 | Acc: 67.490% (8034/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s509ms | Loss: 1.115 | Acc: 67.453% (8116/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s601ms | Loss: 1.115 | Acc: 67.516% (8210/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s693ms | Loss: 1.115 | Acc: 67.513% (8296/12288) 96/391 
 [===============>.................................................]  Step: 85ms | Tot: 8s779ms | Loss: 1.112 | Acc: 67.606% (8394/12416) 97/391 
 [================>................................................]  Step: 92ms | Tot: 8s871ms | Loss: 1.113 | Acc: 67.634% (8484/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s964ms | Loss: 1.113 | Acc: 67.645% (8572/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 9s56ms | Loss: 1.114 | Acc: 67.586% (8651/12800) 100/391 
 [================>................................................]  Step: 92ms | Tot: 9s149ms | Loss: 1.114 | Acc: 67.605% (8740/12928) 101/391 
 [================>................................................]  Step: 85ms | Tot: 9s234ms | Loss: 1.115 | Acc: 67.547% (8819/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s327ms | Loss: 1.115 | Acc: 67.552% (8906/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s419ms | Loss: 1.115 | Acc: 67.556% (8993/13312) 104/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s512ms | Loss: 1.114 | Acc: 67.582% (9083/13440) 105/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s604ms | Loss: 1.114 | Acc: 67.549% (9165/13568) 106/391 
 [=================>...............................................]  Step: 86ms | Tot: 9s691ms | Loss: 1.115 | Acc: 67.560% (9253/13696) 107/391 
 [=================>...............................................]  Step: 94ms | Tot: 9s785ms | Loss: 1.112 | Acc: 67.622% (9348/13824) 108/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s877ms | Loss: 1.112 | Acc: 67.610% (9433/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s970ms | Loss: 1.111 | Acc: 67.635% (9523/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s62ms | Loss: 1.111 | Acc: 67.694% (9618/14208) 111/391 
 [==================>..............................................]  Step: 87ms | Tot: 10s149ms | Loss: 1.111 | Acc: 67.690% (9704/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s242ms | Loss: 1.111 | Acc: 67.699% (9792/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s335ms | Loss: 1.113 | Acc: 67.654% (9872/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s427ms | Loss: 1.113 | Acc: 67.663% (9960/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s520ms | Loss: 1.114 | Acc: 67.612% (10039/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s612ms | Loss: 1.114 | Acc: 67.615% (10126/14976) 117/391 
 [===================>.............................................]  Step: 88ms | Tot: 10s700ms | Loss: 1.114 | Acc: 67.605% (10211/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s793ms | Loss: 1.118 | Acc: 67.535% (10287/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s885ms | Loss: 1.117 | Acc: 67.585% (10381/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s977ms | Loss: 1.116 | Acc: 67.646% (10477/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 11s70ms | Loss: 1.116 | Acc: 67.623% (10560/15616) 122/391 
 [====================>............................................]  Step: 87ms | Tot: 11s157ms | Loss: 1.117 | Acc: 67.607% (10644/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 11s250ms | Loss: 1.116 | Acc: 67.622% (10733/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s342ms | Loss: 1.116 | Acc: 67.600% (10816/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 11s434ms | Loss: 1.118 | Acc: 67.572% (10898/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 11s527ms | Loss: 1.119 | Acc: 67.587% (10987/16256) 127/391 
 [=====================>...........................................]  Step: 87ms | Tot: 11s615ms | Loss: 1.119 | Acc: 67.560% (11069/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s707ms | Loss: 1.118 | Acc: 67.599% (11162/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s799ms | Loss: 1.119 | Acc: 67.590% (11247/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s892ms | Loss: 1.120 | Acc: 67.545% (11326/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s984ms | Loss: 1.122 | Acc: 67.513% (11407/16896) 132/391 
 [=====================>...........................................]  Step: 87ms | Tot: 12s72ms | Loss: 1.123 | Acc: 67.511% (11493/17024) 133/391 
 [======================>..........................................]  Step: 94ms | Tot: 12s166ms | Loss: 1.123 | Acc: 67.497% (11577/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s258ms | Loss: 1.121 | Acc: 67.558% (11674/17280) 135/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s351ms | Loss: 1.120 | Acc: 67.544% (11758/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s443ms | Loss: 1.120 | Acc: 67.570% (11849/17536) 137/391 
 [======================>..........................................]  Step: 87ms | Tot: 12s531ms | Loss: 1.119 | Acc: 67.595% (11940/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s623ms | Loss: 1.119 | Acc: 67.626% (12032/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s715ms | Loss: 1.118 | Acc: 67.628% (12119/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s808ms | Loss: 1.119 | Acc: 67.642% (12208/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s900ms | Loss: 1.120 | Acc: 67.633% (12293/18176) 142/391 
 [=======================>.........................................]  Step: 87ms | Tot: 12s988ms | Loss: 1.120 | Acc: 67.652% (12383/18304) 143/391 
 [=======================>.........................................]  Step: 94ms | Tot: 13s82ms | Loss: 1.121 | Acc: 67.600% (12460/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s175ms | Loss: 1.121 | Acc: 67.602% (12547/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s267ms | Loss: 1.122 | Acc: 67.546% (12623/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 13s359ms | Loss: 1.122 | Acc: 67.538% (12708/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 13s451ms | Loss: 1.124 | Acc: 67.488% (12785/18944) 148/391 
 [========================>........................................]  Step: 86ms | Tot: 13s537ms | Loss: 1.126 | Acc: 67.439% (12862/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s630ms | Loss: 1.126 | Acc: 67.422% (12945/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s722ms | Loss: 1.126 | Acc: 67.446% (13036/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s814ms | Loss: 1.126 | Acc: 67.455% (13124/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s907ms | Loss: 1.127 | Acc: 67.397% (13199/19584) 153/391 
 [=========================>.......................................]  Step: 84ms | Tot: 13s991ms | Loss: 1.127 | Acc: 67.406% (13287/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s83ms | Loss: 1.127 | Acc: 67.399% (13372/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s175ms | Loss: 1.127 | Acc: 67.388% (13456/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s268ms | Loss: 1.126 | Acc: 67.411% (13547/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s360ms | Loss: 1.126 | Acc: 67.400% (13631/20224) 158/391 
 [==========================>......................................]  Step: 87ms | Tot: 14s448ms | Loss: 1.125 | Acc: 67.409% (13719/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s540ms | Loss: 1.125 | Acc: 67.388% (13801/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s633ms | Loss: 1.123 | Acc: 67.411% (13892/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s725ms | Loss: 1.123 | Acc: 67.433% (13983/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s817ms | Loss: 1.125 | Acc: 67.394% (14061/20864) 163/391 
 [===========================>.....................................]  Step: 87ms | Tot: 14s905ms | Loss: 1.125 | Acc: 67.359% (14140/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s997ms | Loss: 1.124 | Acc: 67.367% (14228/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s90ms | Loss: 1.124 | Acc: 67.390% (14319/21248) 166/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s182ms | Loss: 1.124 | Acc: 67.375% (14402/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s274ms | Loss: 1.126 | Acc: 67.322% (14477/21504) 168/391 
 [===========================>.....................................]  Step: 89ms | Tot: 15s364ms | Loss: 1.124 | Acc: 67.377% (14575/21632) 169/391 
 [============================>....................................]  Step: 93ms | Tot: 15s457ms | Loss: 1.125 | Acc: 67.353% (14656/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s550ms | Loss: 1.124 | Acc: 67.347% (14741/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s642ms | Loss: 1.126 | Acc: 67.287% (14814/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 15s735ms | Loss: 1.125 | Acc: 67.309% (14905/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 15s827ms | Loss: 1.124 | Acc: 67.318% (14993/22272) 174/391 
 [============================>....................................]  Step: 85ms | Tot: 15s913ms | Loss: 1.124 | Acc: 67.321% (15080/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s5ms | Loss: 1.124 | Acc: 67.374% (15178/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s98ms | Loss: 1.126 | Acc: 67.329% (15254/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s190ms | Loss: 1.126 | Acc: 67.337% (15342/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s282ms | Loss: 1.127 | Acc: 67.323% (15425/22912) 179/391 
 [=============================>...................................]  Step: 87ms | Tot: 16s370ms | Loss: 1.128 | Acc: 67.313% (15509/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s463ms | Loss: 1.129 | Acc: 67.287% (15589/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s555ms | Loss: 1.131 | Acc: 67.273% (15672/23296) 182/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s647ms | Loss: 1.130 | Acc: 67.298% (15764/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s740ms | Loss: 1.131 | Acc: 67.272% (15844/23552) 184/391 
 [==============================>..................................]  Step: 87ms | Tot: 16s827ms | Loss: 1.131 | Acc: 67.280% (15932/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s920ms | Loss: 1.131 | Acc: 67.284% (16019/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 17s12ms | Loss: 1.131 | Acc: 67.288% (16106/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s104ms | Loss: 1.132 | Acc: 67.246% (16182/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s196ms | Loss: 1.134 | Acc: 67.204% (16258/24192) 189/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s284ms | Loss: 1.134 | Acc: 67.167% (16335/24320) 190/391 
 [===============================>.................................]  Step: 94ms | Tot: 17s379ms | Loss: 1.133 | Acc: 67.179% (16424/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s472ms | Loss: 1.133 | Acc: 67.212% (16518/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s564ms | Loss: 1.134 | Acc: 67.200% (16601/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s657ms | Loss: 1.135 | Acc: 67.188% (16684/24832) 194/391 
 [================================>................................]  Step: 86ms | Tot: 17s743ms | Loss: 1.136 | Acc: 67.127% (16755/24960) 195/391 
 [================================>................................]  Step: 94ms | Tot: 17s837ms | Loss: 1.137 | Acc: 67.124% (16840/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s930ms | Loss: 1.136 | Acc: 67.152% (16933/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 18s22ms | Loss: 1.137 | Acc: 67.124% (17012/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 18s115ms | Loss: 1.137 | Acc: 67.105% (17093/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s207ms | Loss: 1.137 | Acc: 67.117% (17182/25600) 200/391 
 [=================================>...............................]  Step: 87ms | Tot: 18s294ms | Loss: 1.138 | Acc: 67.071% (17256/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s387ms | Loss: 1.138 | Acc: 67.087% (17346/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s479ms | Loss: 1.137 | Acc: 67.087% (17432/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s571ms | Loss: 1.138 | Acc: 67.065% (17512/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s663ms | Loss: 1.137 | Acc: 67.088% (17604/26240) 205/391 
 [==================================>..............................]  Step: 85ms | Tot: 18s749ms | Loss: 1.137 | Acc: 67.108% (17695/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s841ms | Loss: 1.135 | Acc: 67.169% (17797/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s933ms | Loss: 1.136 | Acc: 67.135% (17874/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s26ms | Loss: 1.136 | Acc: 67.113% (17954/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s118ms | Loss: 1.136 | Acc: 67.106% (18038/26880) 210/391 
 [==================================>..............................]  Step: 87ms | Tot: 19s206ms | Loss: 1.136 | Acc: 67.099% (18122/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s298ms | Loss: 1.137 | Acc: 67.062% (18198/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s391ms | Loss: 1.138 | Acc: 67.026% (18274/27264) 213/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s483ms | Loss: 1.138 | Acc: 67.016% (18357/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s575ms | Loss: 1.138 | Acc: 67.031% (18447/27520) 215/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s663ms | Loss: 1.138 | Acc: 67.010% (18527/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s755ms | Loss: 1.140 | Acc: 66.961% (18599/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s848ms | Loss: 1.140 | Acc: 66.965% (18686/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 19s940ms | Loss: 1.140 | Acc: 66.956% (18769/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 20s32ms | Loss: 1.142 | Acc: 66.914% (18843/28160) 220/391 
 [====================================>............................]  Step: 88ms | Tot: 20s121ms | Loss: 1.141 | Acc: 66.929% (18933/28288) 221/391 
 [====================================>............................]  Step: 90ms | Tot: 20s211ms | Loss: 1.142 | Acc: 66.920% (19016/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s304ms | Loss: 1.142 | Acc: 66.932% (19105/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s396ms | Loss: 1.141 | Acc: 66.926% (19189/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s488ms | Loss: 1.142 | Acc: 66.910% (19270/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s581ms | Loss: 1.143 | Acc: 66.894% (19351/28928) 226/391 
 [=====================================>...........................]  Step: 86ms | Tot: 20s667ms | Loss: 1.143 | Acc: 66.861% (19427/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s759ms | Loss: 1.143 | Acc: 66.872% (19516/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s852ms | Loss: 1.145 | Acc: 66.799% (19580/29312) 229/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s944ms | Loss: 1.145 | Acc: 66.800% (19666/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s36ms | Loss: 1.145 | Acc: 66.809% (19754/29568) 231/391 
 [======================================>..........................]  Step: 87ms | Tot: 21s124ms | Loss: 1.147 | Acc: 66.777% (19830/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s216ms | Loss: 1.146 | Acc: 66.785% (19918/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s308ms | Loss: 1.148 | Acc: 66.743% (19991/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s401ms | Loss: 1.149 | Acc: 66.719% (20069/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s494ms | Loss: 1.149 | Acc: 66.741% (20161/30208) 236/391 
 [=======================================>.........................]  Step: 86ms | Tot: 21s580ms | Loss: 1.149 | Acc: 66.749% (20249/30336) 237/391 
 [=======================================>.........................]  Step: 94ms | Tot: 21s674ms | Loss: 1.151 | Acc: 66.695% (20318/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s767ms | Loss: 1.150 | Acc: 66.723% (20412/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s859ms | Loss: 1.151 | Acc: 66.702% (20491/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s951ms | Loss: 1.150 | Acc: 66.711% (20579/30848) 241/391 
 [========================================>........................]  Step: 87ms | Tot: 22s38ms | Loss: 1.152 | Acc: 66.687% (20657/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 22s130ms | Loss: 1.152 | Acc: 66.651% (20731/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 22s223ms | Loss: 1.153 | Acc: 66.621% (20807/31232) 244/391 
 [========================================>........................]  Step: 92ms | Tot: 22s315ms | Loss: 1.152 | Acc: 66.639% (20898/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 22s407ms | Loss: 1.153 | Acc: 66.635% (20982/31488) 246/391 
 [========================================>........................]  Step: 90ms | Tot: 22s498ms | Loss: 1.153 | Acc: 66.650% (21072/31616) 247/391 
 [=========================================>.......................]  Step: 90ms | Tot: 22s588ms | Loss: 1.153 | Acc: 66.633% (21152/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s681ms | Loss: 1.152 | Acc: 66.660% (21246/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s773ms | Loss: 1.152 | Acc: 66.678% (21337/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s865ms | Loss: 1.152 | Acc: 66.637% (21409/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s958ms | Loss: 1.152 | Acc: 66.623% (21490/32256) 252/391 
 [=========================================>.......................]  Step: 86ms | Tot: 23s44ms | Loss: 1.152 | Acc: 66.647% (21583/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s136ms | Loss: 1.152 | Acc: 66.655% (21671/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s228ms | Loss: 1.152 | Acc: 66.636% (21750/32640) 255/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s320ms | Loss: 1.152 | Acc: 66.638% (21836/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s413ms | Loss: 1.152 | Acc: 66.640% (21922/32896) 257/391 
 [==========================================>......................]  Step: 85ms | Tot: 23s498ms | Loss: 1.152 | Acc: 66.655% (22012/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s591ms | Loss: 1.152 | Acc: 66.626% (22088/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s683ms | Loss: 1.152 | Acc: 66.635% (22176/33280) 260/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s775ms | Loss: 1.152 | Acc: 66.637% (22262/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s867ms | Loss: 1.152 | Acc: 66.618% (22341/33536) 262/391 
 [===========================================>.....................]  Step: 87ms | Tot: 23s955ms | Loss: 1.153 | Acc: 66.605% (22422/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s47ms | Loss: 1.152 | Acc: 66.622% (22513/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s140ms | Loss: 1.152 | Acc: 66.636% (22603/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 24s232ms | Loss: 1.153 | Acc: 66.621% (22683/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 24s324ms | Loss: 1.152 | Acc: 66.637% (22774/34176) 267/391 
 [============================================>....................]  Step: 87ms | Tot: 24s412ms | Loss: 1.152 | Acc: 66.642% (22861/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s504ms | Loss: 1.153 | Acc: 66.615% (22937/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s596ms | Loss: 1.153 | Acc: 66.635% (23029/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 24s688ms | Loss: 1.153 | Acc: 66.637% (23115/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s781ms | Loss: 1.153 | Acc: 66.619% (23194/34816) 272/391 
 [=============================================>...................]  Step: 91ms | Tot: 24s872ms | Loss: 1.154 | Acc: 66.601% (23273/34944) 273/391 
 [=============================================>...................]  Step: 93ms | Tot: 24s965ms | Loss: 1.155 | Acc: 66.569% (23347/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s57ms | Loss: 1.154 | Acc: 66.585% (23438/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s149ms | Loss: 1.155 | Acc: 66.576% (23520/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s242ms | Loss: 1.155 | Acc: 66.606% (23616/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s334ms | Loss: 1.155 | Acc: 66.597% (23698/35584) 278/391 
 [==============================================>..................]  Step: 87ms | Tot: 25s422ms | Loss: 1.155 | Acc: 66.574% (23775/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s514ms | Loss: 1.156 | Acc: 66.579% (23862/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s607ms | Loss: 1.156 | Acc: 66.573% (23945/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s699ms | Loss: 1.156 | Acc: 66.570% (24029/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s791ms | Loss: 1.156 | Acc: 66.575% (24116/36224) 283/391 
 [===============================================>.................]  Step: 86ms | Tot: 25s877ms | Loss: 1.158 | Acc: 66.533% (24186/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s970ms | Loss: 1.156 | Acc: 66.565% (24283/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s62ms | Loss: 1.157 | Acc: 66.554% (24364/36608) 286/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s155ms | Loss: 1.157 | Acc: 66.551% (24448/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s247ms | Loss: 1.156 | Acc: 66.566% (24539/36864) 288/391 
 [===============================================>.................]  Step: 87ms | Tot: 26s335ms | Loss: 1.156 | Acc: 66.568% (24625/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s427ms | Loss: 1.157 | Acc: 66.552% (24704/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s519ms | Loss: 1.157 | Acc: 66.570% (24796/37248) 291/391 
 [================================================>................]  Step: 92ms | Tot: 26s612ms | Loss: 1.157 | Acc: 66.580% (24885/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 26s704ms | Loss: 1.157 | Acc: 66.566% (24965/37504) 293/391 
 [================================================>................]  Step: 87ms | Tot: 26s792ms | Loss: 1.158 | Acc: 66.555% (25046/37632) 294/391 
 [================================================>................]  Step: 94ms | Tot: 26s886ms | Loss: 1.157 | Acc: 66.562% (25134/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s978ms | Loss: 1.157 | Acc: 66.573% (25223/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s71ms | Loss: 1.159 | Acc: 66.533% (25293/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s163ms | Loss: 1.159 | Acc: 66.540% (25381/38144) 298/391 
 [=================================================>...............]  Step: 87ms | Tot: 27s251ms | Loss: 1.158 | Acc: 66.532% (25463/38272) 299/391 
 [=================================================>...............]  Step: 94ms | Tot: 27s345ms | Loss: 1.159 | Acc: 66.513% (25541/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s437ms | Loss: 1.159 | Acc: 66.520% (25629/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s530ms | Loss: 1.158 | Acc: 66.530% (25718/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s622ms | Loss: 1.158 | Acc: 66.520% (25799/38784) 303/391 
 [==================================================>..............]  Step: 91ms | Tot: 27s713ms | Loss: 1.158 | Acc: 66.524% (25886/38912) 304/391 
 [==================================================>..............]  Step: 90ms | Tot: 27s803ms | Loss: 1.158 | Acc: 66.529% (25973/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s896ms | Loss: 1.158 | Acc: 66.529% (26058/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s988ms | Loss: 1.158 | Acc: 66.546% (26150/39296) 307/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s80ms | Loss: 1.158 | Acc: 66.546% (26235/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s173ms | Loss: 1.158 | Acc: 66.525% (26312/39552) 309/391 
 [===================================================>.............]  Step: 84ms | Tot: 28s257ms | Loss: 1.159 | Acc: 66.502% (26388/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s350ms | Loss: 1.159 | Acc: 66.487% (26467/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s442ms | Loss: 1.159 | Acc: 66.491% (26554/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s534ms | Loss: 1.159 | Acc: 66.496% (26641/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 28s627ms | Loss: 1.159 | Acc: 66.508% (26731/40192) 314/391 
 [====================================================>............]  Step: 86ms | Tot: 28s713ms | Loss: 1.159 | Acc: 66.513% (26818/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s806ms | Loss: 1.158 | Acc: 66.518% (26905/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s898ms | Loss: 1.158 | Acc: 66.512% (26988/40576) 317/391 
 [====================================================>............]  Step: 92ms | Tot: 28s991ms | Loss: 1.158 | Acc: 66.534% (27082/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 29s83ms | Loss: 1.157 | Acc: 66.543% (27171/40832) 319/391 
 [=====================================================>...........]  Step: 87ms | Tot: 29s171ms | Loss: 1.157 | Acc: 66.553% (27260/40960) 320/391 
 [=====================================================>...........]  Step: 94ms | Tot: 29s265ms | Loss: 1.157 | Acc: 66.540% (27340/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s357ms | Loss: 1.157 | Acc: 66.547% (27428/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s450ms | Loss: 1.157 | Acc: 66.539% (27510/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s542ms | Loss: 1.157 | Acc: 66.536% (27594/41472) 324/391 
 [=====================================================>...........]  Step: 87ms | Tot: 29s630ms | Loss: 1.157 | Acc: 66.534% (27678/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s723ms | Loss: 1.157 | Acc: 66.543% (27767/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s815ms | Loss: 1.156 | Acc: 66.547% (27854/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s907ms | Loss: 1.156 | Acc: 66.547% (27939/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s999ms | Loss: 1.156 | Acc: 66.556% (28028/42112) 329/391 
 [======================================================>..........]  Step: 91ms | Tot: 30s91ms | Loss: 1.157 | Acc: 66.541% (28107/42240) 330/391 
 [======================================================>..........]  Step: 90ms | Tot: 30s182ms | Loss: 1.157 | Acc: 66.546% (28194/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s274ms | Loss: 1.157 | Acc: 66.533% (28274/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s367ms | Loss: 1.156 | Acc: 66.545% (28364/42624) 333/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s459ms | Loss: 1.157 | Acc: 66.542% (28448/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s552ms | Loss: 1.157 | Acc: 66.535% (28530/42880) 335/391 
 [=======================================================>.........]  Step: 86ms | Tot: 30s638ms | Loss: 1.157 | Acc: 66.529% (28613/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s730ms | Loss: 1.158 | Acc: 66.518% (28693/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s822ms | Loss: 1.158 | Acc: 66.499% (28770/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 30s915ms | Loss: 1.159 | Acc: 66.494% (28853/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 31s7ms | Loss: 1.159 | Acc: 66.489% (28936/43520) 340/391 
 [========================================================>........]  Step: 87ms | Tot: 31s95ms | Loss: 1.159 | Acc: 66.489% (29021/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 31s187ms | Loss: 1.159 | Acc: 66.475% (29100/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s280ms | Loss: 1.159 | Acc: 66.493% (29193/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s372ms | Loss: 1.159 | Acc: 66.488% (29276/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s465ms | Loss: 1.159 | Acc: 66.479% (29357/44160) 345/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s552ms | Loss: 1.160 | Acc: 66.456% (29432/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s645ms | Loss: 1.160 | Acc: 66.456% (29517/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s737ms | Loss: 1.160 | Acc: 66.442% (29596/44544) 348/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s829ms | Loss: 1.161 | Acc: 66.424% (29673/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s921ms | Loss: 1.162 | Acc: 66.413% (29753/44800) 350/391 
 [==========================================================>......]  Step: 87ms | Tot: 32s9ms | Loss: 1.162 | Acc: 66.426% (29844/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s101ms | Loss: 1.162 | Acc: 66.437% (29934/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s194ms | Loss: 1.162 | Acc: 66.439% (30020/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s286ms | Loss: 1.162 | Acc: 66.450% (30110/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s378ms | Loss: 1.162 | Acc: 66.444% (30192/45440) 355/391 
 [===========================================================>.....]  Step: 89ms | Tot: 32s468ms | Loss: 1.162 | Acc: 66.444% (30277/45568) 356/391 
 [===========================================================>.....]  Step: 93ms | Tot: 32s561ms | Loss: 1.163 | Acc: 66.443% (30362/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s653ms | Loss: 1.162 | Acc: 66.452% (30451/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s746ms | Loss: 1.163 | Acc: 66.452% (30536/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s838ms | Loss: 1.163 | Acc: 66.447% (30619/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s931ms | Loss: 1.163 | Acc: 66.443% (30702/46208) 361/391 
 [============================================================>....]  Step: 84ms | Tot: 33s15ms | Loss: 1.163 | Acc: 66.445% (30788/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 33s107ms | Loss: 1.164 | Acc: 66.432% (30867/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s199ms | Loss: 1.164 | Acc: 66.419% (30946/46592) 364/391 
 [============================================================>....]  Step: 92ms | Tot: 33s292ms | Loss: 1.164 | Acc: 66.428% (31035/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 33s384ms | Loss: 1.164 | Acc: 66.440% (31126/46848) 366/391 
 [============================================================>....]  Step: 87ms | Tot: 33s472ms | Loss: 1.164 | Acc: 66.436% (31209/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s564ms | Loss: 1.164 | Acc: 66.444% (31298/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s656ms | Loss: 1.164 | Acc: 66.436% (31379/47232) 369/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s749ms | Loss: 1.164 | Acc: 66.446% (31469/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s841ms | Loss: 1.165 | Acc: 66.417% (31540/47488) 371/391 
 [=============================================================>...]  Step: 86ms | Tot: 33s928ms | Loss: 1.164 | Acc: 66.406% (31620/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 34s20ms | Loss: 1.164 | Acc: 66.398% (31701/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s112ms | Loss: 1.165 | Acc: 66.404% (31789/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s204ms | Loss: 1.165 | Acc: 66.402% (31873/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s297ms | Loss: 1.165 | Acc: 66.419% (31966/48128) 376/391 
 [==============================================================>..]  Step: 88ms | Tot: 34s385ms | Loss: 1.165 | Acc: 66.412% (32048/48256) 377/391 
 [==============================================================>..]  Step: 95ms | Tot: 34s480ms | Loss: 1.165 | Acc: 66.400% (32127/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s572ms | Loss: 1.166 | Acc: 66.386% (32205/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s665ms | Loss: 1.166 | Acc: 66.363% (32279/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s757ms | Loss: 1.166 | Acc: 66.363% (32364/48768) 381/391 
 [===============================================================>.]  Step: 90ms | Tot: 34s848ms | Loss: 1.167 | Acc: 66.365% (32450/48896) 382/391 
 [===============================================================>.]  Step: 93ms | Tot: 34s941ms | Loss: 1.167 | Acc: 66.359% (32532/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s33ms | Loss: 1.168 | Acc: 66.345% (32610/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s126ms | Loss: 1.167 | Acc: 66.349% (32697/49280) 385/391 
 [================================================================>]  Step: 92ms | Tot: 35s218ms | Loss: 1.167 | Acc: 66.352% (32783/49408) 386/391 
 [================================================================>]  Step: 96ms | Tot: 35s315ms | Loss: 1.167 | Acc: 66.342% (32863/49536) 387/391 
 [================================================================>]  Step: 88ms | Tot: 35s403ms | Loss: 1.168 | Acc: 66.332% (32943/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s496ms | Loss: 1.169 | Acc: 66.314% (33019/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s588ms | Loss: 1.169 | Acc: 66.320% (33107/49920) 390/391 
 [================================================================>]  Step: 66ms | Tot: 35s655ms | Loss: 1.168 | Acc: 66.334% (33167/50000) 391/391 
 [>................................................................]  Step: 147ms | Tot: 0ms | Loss: 1.668 | Acc: 58.000% (58/100)    1/100 
 [>................................................................]  Step: 28ms | Tot: 28ms | Loss: 1.584 | Acc: 59.000% (118/200)   2/100 
 [=>...............................................................]  Step: 26ms | Tot: 54ms | Loss: 1.547 | Acc: 62.333% (187/300)   3/100 
 [=>...............................................................]  Step: 28ms | Tot: 82ms | Loss: 1.542 | Acc: 60.000% (240/400)   4/100 
 [==>..............................................................]  Step: 25ms | Tot: 108ms | Loss: 1.579 | Acc: 58.200% (291/500)  5/100 
 [===>.............................................................]  Step: 25ms | Tot: 133ms | Loss: 1.655 | Acc: 57.333% (344/600)  6/100 
 [===>.............................................................]  Step: 25ms | Tot: 159ms | Loss: 1.581 | Acc: 59.571% (417/700)  7/100 
 [====>............................................................]  Step: 25ms | Tot: 185ms | Loss: 1.542 | Acc: 60.000% (480/800)  8/100 
 [=====>...........................................................]  Step: 26ms | Tot: 211ms | Loss: 1.552 | Acc: 59.778% (538/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 237ms | Loss: 1.552 | Acc: 59.300% (593/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 263ms | Loss: 1.572 | Acc: 59.000% (649/1100) 11/100 
 [=======>.........................................................]  Step: 25ms | Tot: 289ms | Loss: 1.574 | Acc: 58.417% (701/1200) 12/100 
 [=======>.........................................................]  Step: 20ms | Tot: 309ms | Loss: 1.549 | Acc: 59.000% (767/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 335ms | Loss: 1.545 | Acc: 58.857% (824/1400) 14/100 
 [=========>.......................................................]  Step: 25ms | Tot: 361ms | Loss: 1.538 | Acc: 59.133% (887/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 387ms | Loss: 1.542 | Acc: 59.375% (950/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 413ms | Loss: 1.547 | Acc: 59.471% (1011/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 439ms | Loss: 1.557 | Acc: 59.056% (1063/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 465ms | Loss: 1.546 | Acc: 59.316% (1127/1900) 19/100 
 [============>....................................................]  Step: 25ms | Tot: 491ms | Loss: 1.543 | Acc: 59.350% (1187/2000) 20/100 
 [=============>...................................................]  Step: 25ms | Tot: 517ms | Loss: 1.539 | Acc: 59.429% (1248/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 542ms | Loss: 1.542 | Acc: 59.136% (1301/2200) 22/100 
 [==============>..................................................]  Step: 25ms | Tot: 568ms | Loss: 1.536 | Acc: 59.130% (1360/2300) 23/100 
 [==============>..................................................]  Step: 26ms | Tot: 594ms | Loss: 1.544 | Acc: 58.833% (1412/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 620ms | Loss: 1.536 | Acc: 58.880% (1472/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 646ms | Loss: 1.528 | Acc: 59.077% (1536/2600) 26/100 
 [================>................................................]  Step: 26ms | Tot: 672ms | Loss: 1.532 | Acc: 59.037% (1594/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 698ms | Loss: 1.535 | Acc: 58.821% (1647/2800) 28/100 
 [==================>..............................................]  Step: 20ms | Tot: 719ms | Loss: 1.537 | Acc: 58.724% (1703/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 745ms | Loss: 1.537 | Acc: 58.567% (1757/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 771ms | Loss: 1.544 | Acc: 58.323% (1808/3100) 31/100 
 [====================>............................................]  Step: 26ms | Tot: 797ms | Loss: 1.536 | Acc: 58.500% (1872/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 822ms | Loss: 1.548 | Acc: 58.000% (1914/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 848ms | Loss: 1.553 | Acc: 57.912% (1969/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 874ms | Loss: 1.558 | Acc: 57.914% (2027/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 900ms | Loss: 1.555 | Acc: 58.028% (2089/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 926ms | Loss: 1.555 | Acc: 58.000% (2146/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 952ms | Loss: 1.546 | Acc: 58.289% (2215/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 977ms | Loss: 1.548 | Acc: 58.205% (2270/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 1s3ms | Loss: 1.542 | Acc: 58.250% (2330/4000) 40/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s29ms | Loss: 1.538 | Acc: 58.293% (2390/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s55ms | Loss: 1.540 | Acc: 58.286% (2448/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s81ms | Loss: 1.541 | Acc: 58.116% (2499/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s107ms | Loss: 1.543 | Acc: 58.045% (2554/4400) 44/100 
 [============================>....................................]  Step: 23ms | Tot: 1s130ms | Loss: 1.542 | Acc: 58.156% (2617/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s156ms | Loss: 1.539 | Acc: 58.065% (2671/4600) 46/100 
 [=============================>...................................]  Step: 28ms | Tot: 1s184ms | Loss: 1.535 | Acc: 58.128% (2732/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s210ms | Loss: 1.539 | Acc: 57.958% (2782/4800) 48/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s236ms | Loss: 1.541 | Acc: 57.898% (2837/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s262ms | Loss: 1.542 | Acc: 57.880% (2894/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s288ms | Loss: 1.536 | Acc: 57.902% (2953/5100) 51/100 
 [=================================>...............................]  Step: 26ms | Tot: 1s314ms | Loss: 1.529 | Acc: 58.058% (3019/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s340ms | Loss: 1.530 | Acc: 58.075% (3078/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s366ms | Loss: 1.526 | Acc: 58.241% (3145/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s391ms | Loss: 1.528 | Acc: 58.109% (3196/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s417ms | Loss: 1.525 | Acc: 58.054% (3251/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s443ms | Loss: 1.520 | Acc: 58.228% (3319/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s469ms | Loss: 1.521 | Acc: 58.190% (3375/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s495ms | Loss: 1.519 | Acc: 58.186% (3433/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s520ms | Loss: 1.516 | Acc: 58.333% (3500/6000) 60/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s546ms | Loss: 1.517 | Acc: 58.246% (3553/6100) 61/100 
 [=======================================>.........................]  Step: 23ms | Tot: 1s569ms | Loss: 1.519 | Acc: 58.210% (3609/6200) 62/100 
 [========================================>........................]  Step: 26ms | Tot: 1s595ms | Loss: 1.520 | Acc: 58.143% (3663/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s621ms | Loss: 1.521 | Acc: 58.141% (3721/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s647ms | Loss: 1.522 | Acc: 58.123% (3778/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s673ms | Loss: 1.527 | Acc: 58.061% (3832/6600) 66/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s699ms | Loss: 1.522 | Acc: 58.194% (3899/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s725ms | Loss: 1.526 | Acc: 58.118% (3952/6800) 68/100 
 [============================================>....................]  Step: 25ms | Tot: 1s750ms | Loss: 1.526 | Acc: 58.130% (4011/6900) 69/100 
 [============================================>....................]  Step: 25ms | Tot: 1s776ms | Loss: 1.528 | Acc: 58.100% (4067/7000) 70/100 
 [=============================================>...................]  Step: 25ms | Tot: 1s802ms | Loss: 1.529 | Acc: 58.099% (4125/7100) 71/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s828ms | Loss: 1.530 | Acc: 58.056% (4180/7200) 72/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s854ms | Loss: 1.529 | Acc: 58.110% (4242/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s880ms | Loss: 1.531 | Acc: 58.000% (4292/7400) 74/100 
 [================================================>................]  Step: 25ms | Tot: 1s905ms | Loss: 1.531 | Acc: 58.027% (4352/7500) 75/100 
 [================================================>................]  Step: 25ms | Tot: 1s931ms | Loss: 1.532 | Acc: 57.934% (4403/7600) 76/100 
 [=================================================>...............]  Step: 25ms | Tot: 1s957ms | Loss: 1.535 | Acc: 57.896% (4458/7700) 77/100 
 [==================================================>..............]  Step: 20ms | Tot: 1s978ms | Loss: 1.537 | Acc: 57.872% (4514/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 2s4ms | Loss: 1.537 | Acc: 57.899% (4574/7900) 79/100 
 [===================================================>.............]  Step: 25ms | Tot: 2s30ms | Loss: 1.537 | Acc: 57.850% (4628/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s55ms | Loss: 1.540 | Acc: 57.802% (4682/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s81ms | Loss: 1.541 | Acc: 57.756% (4736/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s107ms | Loss: 1.540 | Acc: 57.759% (4794/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s133ms | Loss: 1.536 | Acc: 57.869% (4861/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s159ms | Loss: 1.534 | Acc: 57.988% (4929/8500) 85/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s185ms | Loss: 1.529 | Acc: 58.058% (4993/8600) 86/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s211ms | Loss: 1.531 | Acc: 58.023% (5048/8700) 87/100 
 [========================================================>........]  Step: 25ms | Tot: 2s237ms | Loss: 1.526 | Acc: 58.159% (5118/8800) 88/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s263ms | Loss: 1.529 | Acc: 58.056% (5167/8900) 89/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s288ms | Loss: 1.529 | Acc: 58.122% (5231/9000) 90/100 
 [==========================================================>......]  Step: 25ms | Tot: 2s314ms | Loss: 1.533 | Acc: 58.088% (5286/9100) 91/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s340ms | Loss: 1.529 | Acc: 58.174% (5352/9200) 92/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s366ms | Loss: 1.529 | Acc: 58.161% (5409/9300) 93/100 
 [============================================================>....]  Step: 20ms | Tot: 2s387ms | Loss: 1.528 | Acc: 58.117% (5463/9400) 94/100 
 [=============================================================>...]  Step: 26ms | Tot: 2s413ms | Loss: 1.528 | Acc: 58.116% (5521/9500) 95/100 
 [=============================================================>...]  Step: 27ms | Tot: 2s441ms | Loss: 1.526 | Acc: 58.167% (5584/9600) 96/100 
 [==============================================================>..]  Step: 25ms | Tot: 2s467ms | Loss: 1.526 | Acc: 58.186% (5644/9700) 97/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s493ms | Loss: 1.528 | Acc: 58.173% (5701/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s518ms | Loss: 1.527 | Acc: 58.182% (5760/9900) 99/100 
 [================================================================>]  Step: 25ms | Tot: 2s544ms | Loss: 1.527 | Acc: 58.200% (5820/10000) 100/100 
Saving..

Epoch: 21
 [>................................................................]  Step: 440ms | Tot: 0ms | Loss: 1.042 | Acc: 73.438% (94/128)    1/391 
 [>................................................................]  Step: 92ms | Tot: 92ms | Loss: 1.173 | Acc: 68.750% (176/256)   2/391 
 [>................................................................]  Step: 94ms | Tot: 186ms | Loss: 1.167 | Acc: 67.188% (258/384)  3/391 
 [>................................................................]  Step: 92ms | Tot: 278ms | Loss: 1.110 | Acc: 68.164% (349/512)  4/391 
 [>................................................................]  Step: 92ms | Tot: 370ms | Loss: 1.119 | Acc: 68.125% (436/640)  5/391 
 [>................................................................]  Step: 87ms | Tot: 458ms | Loss: 1.117 | Acc: 68.490% (526/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 550ms | Loss: 1.118 | Acc: 68.750% (616/896)  7/391 
 [=>...............................................................]  Step: 92ms | Tot: 642ms | Loss: 1.156 | Acc: 68.262% (699/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 735ms | Loss: 1.128 | Acc: 68.750% (792/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 827ms | Loss: 1.133 | Acc: 68.438% (876/1280) 10/391 
 [=>...............................................................]  Step: 87ms | Tot: 914ms | Loss: 1.133 | Acc: 68.324% (962/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s7ms | Loss: 1.125 | Acc: 68.880% (1058/1536) 12/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s99ms | Loss: 1.151 | Acc: 68.269% (1136/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s192ms | Loss: 1.141 | Acc: 68.583% (1229/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s284ms | Loss: 1.145 | Acc: 68.698% (1319/1920) 15/391 
 [==>..............................................................]  Step: 87ms | Tot: 1s371ms | Loss: 1.148 | Acc: 68.604% (1405/2048) 16/391 
 [==>..............................................................]  Step: 94ms | Tot: 1s466ms | Loss: 1.138 | Acc: 68.842% (1498/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s558ms | Loss: 1.141 | Acc: 68.837% (1586/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s651ms | Loss: 1.141 | Acc: 68.791% (1673/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s743ms | Loss: 1.137 | Acc: 68.828% (1762/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s835ms | Loss: 1.128 | Acc: 68.713% (1847/2688) 21/391 
 [===>.............................................................]  Step: 86ms | Tot: 1s922ms | Loss: 1.123 | Acc: 68.786% (1937/2816) 22/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s15ms | Loss: 1.120 | Acc: 68.750% (2024/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s107ms | Loss: 1.118 | Acc: 68.652% (2109/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s199ms | Loss: 1.115 | Acc: 68.875% (2204/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s291ms | Loss: 1.119 | Acc: 68.780% (2289/3328) 26/391 
 [====>............................................................]  Step: 85ms | Tot: 2s377ms | Loss: 1.115 | Acc: 69.039% (2386/3456) 27/391 
 [====>............................................................]  Step: 92ms | Tot: 2s469ms | Loss: 1.107 | Acc: 69.196% (2480/3584) 28/391 
 [====>............................................................]  Step: 92ms | Tot: 2s561ms | Loss: 1.108 | Acc: 69.127% (2566/3712) 29/391 
 [====>............................................................]  Step: 92ms | Tot: 2s654ms | Loss: 1.107 | Acc: 69.297% (2661/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s746ms | Loss: 1.106 | Acc: 69.229% (2747/3968) 31/391 
 [=====>...........................................................]  Step: 85ms | Tot: 2s831ms | Loss: 1.102 | Acc: 69.360% (2841/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s924ms | Loss: 1.101 | Acc: 69.389% (2931/4224) 33/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s16ms | Loss: 1.101 | Acc: 69.256% (3014/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s108ms | Loss: 1.105 | Acc: 69.129% (3097/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s200ms | Loss: 1.100 | Acc: 69.184% (3188/4608) 36/391 
 [=====>...........................................................]  Step: 87ms | Tot: 3s288ms | Loss: 1.100 | Acc: 69.193% (3277/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s381ms | Loss: 1.102 | Acc: 69.202% (3366/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s473ms | Loss: 1.102 | Acc: 69.071% (3448/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s565ms | Loss: 1.103 | Acc: 69.082% (3537/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s657ms | Loss: 1.102 | Acc: 68.998% (3621/5248) 41/391 
 [======>..........................................................]  Step: 90ms | Tot: 3s748ms | Loss: 1.105 | Acc: 68.824% (3700/5376) 42/391 
 [======>..........................................................]  Step: 85ms | Tot: 3s834ms | Loss: 1.106 | Acc: 68.786% (3786/5504) 43/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s926ms | Loss: 1.105 | Acc: 68.839% (3877/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s18ms | Loss: 1.101 | Acc: 68.976% (3973/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s110ms | Loss: 1.103 | Acc: 68.801% (4051/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s203ms | Loss: 1.103 | Acc: 68.800% (4139/6016) 47/391 
 [=======>.........................................................]  Step: 86ms | Tot: 4s289ms | Loss: 1.104 | Acc: 68.734% (4223/6144) 48/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s381ms | Loss: 1.102 | Acc: 68.702% (4309/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s474ms | Loss: 1.103 | Acc: 68.703% (4397/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s566ms | Loss: 1.104 | Acc: 68.704% (4485/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s658ms | Loss: 1.105 | Acc: 68.645% (4569/6656) 52/391 
 [========>........................................................]  Step: 87ms | Tot: 4s746ms | Loss: 1.104 | Acc: 68.603% (4654/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s838ms | Loss: 1.101 | Acc: 68.634% (4744/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s930ms | Loss: 1.099 | Acc: 68.665% (4834/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s22ms | Loss: 1.097 | Acc: 68.666% (4922/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s115ms | Loss: 1.096 | Acc: 68.709% (5013/7296) 57/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s202ms | Loss: 1.098 | Acc: 68.669% (5098/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s294ms | Loss: 1.096 | Acc: 68.710% (5189/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s386ms | Loss: 1.098 | Acc: 68.685% (5275/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s478ms | Loss: 1.099 | Acc: 68.686% (5363/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s570ms | Loss: 1.101 | Acc: 68.687% (5451/7936) 62/391 
 [==========>......................................................]  Step: 88ms | Tot: 5s659ms | Loss: 1.100 | Acc: 68.663% (5537/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s751ms | Loss: 1.102 | Acc: 68.640% (5623/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s844ms | Loss: 1.101 | Acc: 68.642% (5711/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s936ms | Loss: 1.100 | Acc: 68.643% (5799/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 6s29ms | Loss: 1.099 | Acc: 68.657% (5888/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s121ms | Loss: 1.099 | Acc: 68.635% (5974/8704) 68/391 
 [===========>.....................................................]  Step: 88ms | Tot: 6s209ms | Loss: 1.099 | Acc: 68.591% (6058/8832) 69/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s301ms | Loss: 1.101 | Acc: 68.538% (6141/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s394ms | Loss: 1.100 | Acc: 68.552% (6230/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s486ms | Loss: 1.100 | Acc: 68.522% (6315/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s578ms | Loss: 1.101 | Acc: 68.504% (6401/9344) 73/391 
 [============>....................................................]  Step: 87ms | Tot: 6s665ms | Loss: 1.104 | Acc: 68.444% (6483/9472) 74/391 
 [============>....................................................]  Step: 92ms | Tot: 6s758ms | Loss: 1.107 | Acc: 68.448% (6571/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s850ms | Loss: 1.108 | Acc: 68.411% (6655/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s942ms | Loss: 1.104 | Acc: 68.466% (6748/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 7s35ms | Loss: 1.102 | Acc: 68.450% (6834/9984) 78/391 
 [============>....................................................]  Step: 86ms | Tot: 7s121ms | Loss: 1.099 | Acc: 68.542% (6931/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s213ms | Loss: 1.100 | Acc: 68.486% (7013/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s305ms | Loss: 1.101 | Acc: 68.451% (7097/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s398ms | Loss: 1.103 | Acc: 68.388% (7178/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s490ms | Loss: 1.104 | Acc: 68.355% (7262/10624) 83/391 
 [=============>...................................................]  Step: 84ms | Tot: 7s574ms | Loss: 1.104 | Acc: 68.322% (7346/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s667ms | Loss: 1.106 | Acc: 68.300% (7431/10880) 85/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s759ms | Loss: 1.106 | Acc: 68.241% (7512/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s851ms | Loss: 1.108 | Acc: 68.202% (7595/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s943ms | Loss: 1.108 | Acc: 68.200% (7682/11264) 88/391 
 [==============>..................................................]  Step: 88ms | Tot: 8s31ms | Loss: 1.108 | Acc: 68.144% (7763/11392) 89/391 
 [==============>..................................................]  Step: 94ms | Tot: 8s126ms | Loss: 1.109 | Acc: 68.186% (7855/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s218ms | Loss: 1.109 | Acc: 68.192% (7943/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s310ms | Loss: 1.110 | Acc: 68.173% (8028/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s403ms | Loss: 1.111 | Acc: 68.061% (8102/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s495ms | Loss: 1.111 | Acc: 68.068% (8190/12032) 94/391 
 [===============>.................................................]  Step: 85ms | Tot: 8s581ms | Loss: 1.110 | Acc: 68.067% (8277/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s673ms | Loss: 1.111 | Acc: 68.075% (8365/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s765ms | Loss: 1.112 | Acc: 68.106% (8456/12416) 97/391 
 [================>................................................]  Step: 92ms | Tot: 8s858ms | Loss: 1.114 | Acc: 68.096% (8542/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s950ms | Loss: 1.114 | Acc: 68.048% (8623/12672) 99/391 
 [================>................................................]  Step: 87ms | Tot: 9s37ms | Loss: 1.116 | Acc: 68.039% (8709/12800) 100/391 
 [================>................................................]  Step: 92ms | Tot: 9s130ms | Loss: 1.116 | Acc: 68.000% (8791/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s222ms | Loss: 1.113 | Acc: 68.084% (8889/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s314ms | Loss: 1.118 | Acc: 67.923% (8955/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s407ms | Loss: 1.118 | Acc: 67.946% (9045/13312) 104/391 
 [=================>...............................................]  Step: 87ms | Tot: 9s494ms | Loss: 1.118 | Acc: 67.961% (9134/13440) 105/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s586ms | Loss: 1.115 | Acc: 67.998% (9226/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s679ms | Loss: 1.114 | Acc: 68.020% (9316/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s771ms | Loss: 1.114 | Acc: 67.983% (9398/13824) 108/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s863ms | Loss: 1.114 | Acc: 67.947% (9480/13952) 109/391 
 [==================>..............................................]  Step: 87ms | Tot: 9s951ms | Loss: 1.113 | Acc: 67.983% (9572/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s44ms | Loss: 1.113 | Acc: 67.997% (9661/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s136ms | Loss: 1.112 | Acc: 68.011% (9750/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s229ms | Loss: 1.113 | Acc: 68.010% (9837/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s321ms | Loss: 1.112 | Acc: 68.065% (9932/14592) 114/391 
 [==================>..............................................]  Step: 86ms | Tot: 10s408ms | Loss: 1.114 | Acc: 68.003% (10010/14720) 115/391 
 [===================>.............................................]  Step: 93ms | Tot: 10s501ms | Loss: 1.115 | Acc: 67.949% (10089/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s594ms | Loss: 1.117 | Acc: 67.942% (10175/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s686ms | Loss: 1.116 | Acc: 67.909% (10257/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s778ms | Loss: 1.116 | Acc: 67.916% (10345/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s870ms | Loss: 1.116 | Acc: 67.917% (10432/15360) 120/391 
 [===================>.............................................]  Step: 86ms | Tot: 10s957ms | Loss: 1.117 | Acc: 67.911% (10518/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 11s50ms | Loss: 1.118 | Acc: 67.853% (10596/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 11s142ms | Loss: 1.119 | Acc: 67.810% (10676/15744) 123/391 
 [====================>............................................]  Step: 91ms | Tot: 11s234ms | Loss: 1.119 | Acc: 67.799% (10761/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s326ms | Loss: 1.120 | Acc: 67.781% (10845/16000) 125/391 
 [====================>............................................]  Step: 86ms | Tot: 11s413ms | Loss: 1.120 | Acc: 67.808% (10936/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 11s505ms | Loss: 1.119 | Acc: 67.815% (11024/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s598ms | Loss: 1.121 | Acc: 67.755% (11101/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s690ms | Loss: 1.119 | Acc: 67.793% (11194/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s782ms | Loss: 1.120 | Acc: 67.770% (11277/16640) 130/391 
 [=====================>...........................................]  Step: 87ms | Tot: 11s870ms | Loss: 1.120 | Acc: 67.766% (11363/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s962ms | Loss: 1.121 | Acc: 67.744% (11446/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 12s54ms | Loss: 1.121 | Acc: 67.716% (11528/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s147ms | Loss: 1.120 | Acc: 67.741% (11619/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s239ms | Loss: 1.120 | Acc: 67.749% (11707/17280) 135/391 
 [======================>..........................................]  Step: 85ms | Tot: 12s325ms | Loss: 1.120 | Acc: 67.710% (11787/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s417ms | Loss: 1.120 | Acc: 67.712% (11874/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s510ms | Loss: 1.122 | Acc: 67.669% (11953/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s602ms | Loss: 1.122 | Acc: 67.609% (12029/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s694ms | Loss: 1.122 | Acc: 67.595% (12113/17920) 140/391 
 [=======================>.........................................]  Step: 87ms | Tot: 12s782ms | Loss: 1.123 | Acc: 67.575% (12196/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s874ms | Loss: 1.123 | Acc: 67.600% (12287/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s966ms | Loss: 1.123 | Acc: 67.554% (12365/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s59ms | Loss: 1.124 | Acc: 67.562% (12453/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s151ms | Loss: 1.125 | Acc: 67.532% (12534/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s244ms | Loss: 1.125 | Acc: 67.546% (12623/18688) 146/391 
 [========================>........................................]  Step: 87ms | Tot: 13s332ms | Loss: 1.124 | Acc: 67.570% (12714/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 13s424ms | Loss: 1.123 | Acc: 67.605% (12807/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s516ms | Loss: 1.124 | Acc: 67.581% (12889/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s609ms | Loss: 1.125 | Acc: 67.568% (12973/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s701ms | Loss: 1.125 | Acc: 67.570% (13060/19328) 151/391 
 [=========================>.......................................]  Step: 85ms | Tot: 13s786ms | Loss: 1.124 | Acc: 67.583% (13149/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s879ms | Loss: 1.123 | Acc: 67.637% (13246/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s971ms | Loss: 1.122 | Acc: 67.659% (13337/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s63ms | Loss: 1.122 | Acc: 67.646% (13421/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s155ms | Loss: 1.122 | Acc: 67.653% (13509/19968) 156/391 
 [=========================>.......................................]  Step: 87ms | Tot: 14s243ms | Loss: 1.122 | Acc: 67.645% (13594/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s335ms | Loss: 1.121 | Acc: 67.657% (13683/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s427ms | Loss: 1.121 | Acc: 67.689% (13776/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s520ms | Loss: 1.122 | Acc: 67.671% (13859/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s612ms | Loss: 1.121 | Acc: 67.682% (13948/20608) 161/391 
 [==========================>......................................]  Step: 87ms | Tot: 14s699ms | Loss: 1.123 | Acc: 67.655% (14029/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s792ms | Loss: 1.121 | Acc: 67.700% (14125/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s884ms | Loss: 1.122 | Acc: 67.669% (14205/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s976ms | Loss: 1.122 | Acc: 67.647% (14287/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s68ms | Loss: 1.122 | Acc: 67.630% (14370/21248) 166/391 
 [===========================>.....................................]  Step: 87ms | Tot: 15s156ms | Loss: 1.123 | Acc: 67.604% (14451/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s249ms | Loss: 1.123 | Acc: 67.620% (14541/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s341ms | Loss: 1.125 | Acc: 67.585% (14620/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s434ms | Loss: 1.127 | Acc: 67.537% (14696/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s526ms | Loss: 1.128 | Acc: 67.521% (14779/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s618ms | Loss: 1.129 | Acc: 67.465% (14853/22016) 172/391 
 [============================>....................................]  Step: 90ms | Tot: 15s708ms | Loss: 1.129 | Acc: 67.458% (14938/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 15s801ms | Loss: 1.129 | Acc: 67.461% (15025/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s894ms | Loss: 1.129 | Acc: 67.482% (15116/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s986ms | Loss: 1.130 | Acc: 67.467% (15199/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s78ms | Loss: 1.132 | Acc: 67.435% (15278/22656) 177/391 
 [=============================>...................................]  Step: 85ms | Tot: 16s164ms | Loss: 1.132 | Acc: 67.429% (15363/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s256ms | Loss: 1.131 | Acc: 67.462% (15457/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s348ms | Loss: 1.132 | Acc: 67.426% (15535/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s441ms | Loss: 1.132 | Acc: 67.438% (15624/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s533ms | Loss: 1.131 | Acc: 67.475% (15719/23296) 182/391 
 [==============================>..................................]  Step: 87ms | Tot: 16s621ms | Loss: 1.132 | Acc: 67.469% (15804/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s713ms | Loss: 1.133 | Acc: 67.421% (15879/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s805ms | Loss: 1.135 | Acc: 67.378% (15955/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s898ms | Loss: 1.135 | Acc: 67.381% (16042/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s990ms | Loss: 1.134 | Acc: 67.405% (16134/23936) 187/391 
 [===============================>.................................]  Step: 85ms | Tot: 17s75ms | Loss: 1.134 | Acc: 67.391% (16217/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s168ms | Loss: 1.133 | Acc: 67.386% (16302/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s260ms | Loss: 1.133 | Acc: 67.401% (16392/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s352ms | Loss: 1.133 | Acc: 67.376% (16472/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s445ms | Loss: 1.134 | Acc: 67.354% (16553/24576) 192/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s532ms | Loss: 1.135 | Acc: 67.325% (16632/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s625ms | Loss: 1.135 | Acc: 67.332% (16720/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 17s718ms | Loss: 1.134 | Acc: 67.316% (16802/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s810ms | Loss: 1.135 | Acc: 67.299% (16884/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s902ms | Loss: 1.136 | Acc: 67.271% (16963/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 17s994ms | Loss: 1.136 | Acc: 67.278% (17051/25344) 198/391 
 [================================>................................]  Step: 87ms | Tot: 18s82ms | Loss: 1.137 | Acc: 67.301% (17143/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s174ms | Loss: 1.137 | Acc: 67.297% (17228/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s267ms | Loss: 1.137 | Acc: 67.289% (17312/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s359ms | Loss: 1.139 | Acc: 67.253% (17389/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s451ms | Loss: 1.140 | Acc: 67.211% (17464/25984) 203/391 
 [=================================>...............................]  Step: 87ms | Tot: 18s539ms | Loss: 1.139 | Acc: 67.260% (17563/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s631ms | Loss: 1.140 | Acc: 67.218% (17638/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s723ms | Loss: 1.140 | Acc: 67.237% (17729/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s816ms | Loss: 1.141 | Acc: 67.218% (17810/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s908ms | Loss: 1.140 | Acc: 67.240% (17902/26624) 208/391 
 [==================================>..............................]  Step: 87ms | Tot: 18s996ms | Loss: 1.139 | Acc: 67.277% (17998/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s88ms | Loss: 1.139 | Acc: 67.303% (18091/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s180ms | Loss: 1.139 | Acc: 67.262% (18166/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s272ms | Loss: 1.139 | Acc: 67.280% (18257/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s365ms | Loss: 1.139 | Acc: 67.279% (18343/27264) 213/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s452ms | Loss: 1.140 | Acc: 67.246% (18420/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s544ms | Loss: 1.140 | Acc: 67.235% (18503/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s637ms | Loss: 1.139 | Acc: 67.256% (18595/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s729ms | Loss: 1.142 | Acc: 67.195% (18664/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s821ms | Loss: 1.142 | Acc: 67.195% (18750/27904) 218/391 
 [====================================>............................]  Step: 87ms | Tot: 19s909ms | Loss: 1.142 | Acc: 67.191% (18835/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 20s2ms | Loss: 1.142 | Acc: 67.191% (18921/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 20s94ms | Loss: 1.142 | Acc: 67.209% (19012/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 20s187ms | Loss: 1.143 | Acc: 67.188% (19092/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s279ms | Loss: 1.143 | Acc: 67.177% (19175/28544) 223/391 
 [=====================================>...........................]  Step: 91ms | Tot: 20s371ms | Loss: 1.143 | Acc: 67.174% (19260/28672) 224/391 
 [=====================================>...........................]  Step: 90ms | Tot: 20s461ms | Loss: 1.144 | Acc: 67.170% (19345/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s553ms | Loss: 1.143 | Acc: 67.188% (19436/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s646ms | Loss: 1.144 | Acc: 67.198% (19525/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s738ms | Loss: 1.144 | Acc: 67.198% (19611/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s830ms | Loss: 1.145 | Acc: 67.170% (19689/29312) 229/391 
 [======================================>..........................]  Step: 86ms | Tot: 20s917ms | Loss: 1.145 | Acc: 67.147% (19768/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s10ms | Loss: 1.145 | Acc: 67.154% (19856/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s102ms | Loss: 1.146 | Acc: 67.140% (19938/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s194ms | Loss: 1.146 | Acc: 67.117% (20017/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s287ms | Loss: 1.147 | Acc: 67.094% (20096/29952) 234/391 
 [======================================>..........................]  Step: 85ms | Tot: 21s373ms | Loss: 1.146 | Acc: 67.091% (20181/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s465ms | Loss: 1.146 | Acc: 67.108% (20272/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s557ms | Loss: 1.146 | Acc: 67.115% (20360/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s650ms | Loss: 1.146 | Acc: 67.105% (20443/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s742ms | Loss: 1.147 | Acc: 67.080% (20521/30592) 239/391 
 [=======================================>.........................]  Step: 85ms | Tot: 21s828ms | Loss: 1.146 | Acc: 67.090% (20610/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s920ms | Loss: 1.146 | Acc: 67.087% (20695/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 22s13ms | Loss: 1.146 | Acc: 67.100% (20785/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 22s105ms | Loss: 1.146 | Acc: 67.101% (20871/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 22s197ms | Loss: 1.146 | Acc: 67.098% (20956/31232) 244/391 
 [========================================>........................]  Step: 86ms | Tot: 22s284ms | Loss: 1.146 | Acc: 67.082% (21037/31360) 245/391 
 [========================================>........................]  Step: 91ms | Tot: 22s375ms | Loss: 1.146 | Acc: 67.057% (21115/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 22s468ms | Loss: 1.146 | Acc: 67.055% (21200/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s560ms | Loss: 1.147 | Acc: 67.030% (21278/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s653ms | Loss: 1.146 | Acc: 67.059% (21373/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s745ms | Loss: 1.147 | Acc: 67.050% (21456/32000) 250/391 
 [=========================================>.......................]  Step: 87ms | Tot: 22s833ms | Loss: 1.147 | Acc: 67.057% (21544/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s925ms | Loss: 1.147 | Acc: 67.048% (21627/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 23s18ms | Loss: 1.147 | Acc: 67.036% (21709/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s110ms | Loss: 1.147 | Acc: 67.021% (21790/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s202ms | Loss: 1.147 | Acc: 67.019% (21875/32640) 255/391 
 [==========================================>......................]  Step: 85ms | Tot: 23s288ms | Loss: 1.148 | Acc: 66.998% (21954/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s380ms | Loss: 1.149 | Acc: 66.981% (22034/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s472ms | Loss: 1.148 | Acc: 66.991% (22123/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s565ms | Loss: 1.148 | Acc: 66.997% (22211/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s657ms | Loss: 1.148 | Acc: 66.983% (22292/33280) 260/391 
 [===========================================>.....................]  Step: 87ms | Tot: 23s745ms | Loss: 1.148 | Acc: 66.987% (22379/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s837ms | Loss: 1.148 | Acc: 66.991% (22466/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s929ms | Loss: 1.148 | Acc: 66.991% (22552/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s21ms | Loss: 1.148 | Acc: 66.998% (22640/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s114ms | Loss: 1.148 | Acc: 66.978% (22719/33920) 265/391 
 [============================================>....................]  Step: 87ms | Tot: 24s201ms | Loss: 1.149 | Acc: 66.961% (22799/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 24s294ms | Loss: 1.149 | Acc: 66.945% (22879/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 24s386ms | Loss: 1.148 | Acc: 66.969% (22973/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s479ms | Loss: 1.148 | Acc: 66.973% (23060/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s571ms | Loss: 1.148 | Acc: 66.979% (23148/34560) 270/391 
 [============================================>....................]  Step: 88ms | Tot: 24s660ms | Loss: 1.148 | Acc: 66.991% (23238/34688) 271/391 
 [=============================================>...................]  Step: 90ms | Tot: 24s750ms | Loss: 1.149 | Acc: 66.972% (23317/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s842ms | Loss: 1.149 | Acc: 66.984% (23407/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s935ms | Loss: 1.150 | Acc: 66.959% (23484/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s27ms | Loss: 1.150 | Acc: 66.952% (23567/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s119ms | Loss: 1.150 | Acc: 66.936% (23647/35328) 276/391 
 [=============================================>...................]  Step: 87ms | Tot: 25s207ms | Loss: 1.150 | Acc: 66.965% (23743/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s300ms | Loss: 1.150 | Acc: 66.974% (23832/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s392ms | Loss: 1.150 | Acc: 66.966% (23915/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s484ms | Loss: 1.150 | Acc: 66.973% (24003/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s577ms | Loss: 1.150 | Acc: 66.968% (24087/35968) 281/391 
 [==============================================>..................]  Step: 85ms | Tot: 25s663ms | Loss: 1.150 | Acc: 66.980% (24177/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s755ms | Loss: 1.150 | Acc: 66.986% (24265/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s847ms | Loss: 1.150 | Acc: 66.989% (24352/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s939ms | Loss: 1.150 | Acc: 66.982% (24435/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s31ms | Loss: 1.151 | Acc: 66.964% (24514/36608) 286/391 
 [===============================================>.................]  Step: 86ms | Tot: 26s118ms | Loss: 1.151 | Acc: 66.970% (24602/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s211ms | Loss: 1.151 | Acc: 66.968% (24687/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s303ms | Loss: 1.152 | Acc: 66.942% (24763/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s395ms | Loss: 1.152 | Acc: 66.945% (24850/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s487ms | Loss: 1.152 | Acc: 66.959% (24941/37248) 291/391 
 [================================================>................]  Step: 85ms | Tot: 26s573ms | Loss: 1.152 | Acc: 66.957% (25026/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 26s665ms | Loss: 1.152 | Acc: 66.940% (25105/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 26s757ms | Loss: 1.152 | Acc: 66.943% (25192/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s850ms | Loss: 1.152 | Acc: 66.936% (25275/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s942ms | Loss: 1.152 | Acc: 66.931% (25359/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s35ms | Loss: 1.151 | Acc: 66.948% (25451/38016) 297/391 
 [=================================================>...............]  Step: 90ms | Tot: 27s126ms | Loss: 1.152 | Acc: 66.936% (25532/38144) 298/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s218ms | Loss: 1.152 | Acc: 66.945% (25621/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s311ms | Loss: 1.152 | Acc: 66.948% (25708/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s403ms | Loss: 1.152 | Acc: 66.954% (25796/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s496ms | Loss: 1.153 | Acc: 66.924% (25870/38656) 302/391 
 [==================================================>..............]  Step: 86ms | Tot: 27s582ms | Loss: 1.152 | Acc: 66.925% (25956/38784) 303/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s674ms | Loss: 1.153 | Acc: 66.918% (26039/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s767ms | Loss: 1.153 | Acc: 66.919% (26125/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s859ms | Loss: 1.152 | Acc: 66.917% (26210/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s951ms | Loss: 1.153 | Acc: 66.908% (26292/39296) 307/391 
 [===================================================>.............]  Step: 87ms | Tot: 28s39ms | Loss: 1.153 | Acc: 66.903% (26376/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s131ms | Loss: 1.153 | Acc: 66.907% (26463/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s223ms | Loss: 1.153 | Acc: 66.903% (26547/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s316ms | Loss: 1.154 | Acc: 66.906% (26634/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s408ms | Loss: 1.153 | Acc: 66.925% (26727/39936) 312/391 
 [===================================================>.............]  Step: 87ms | Tot: 28s496ms | Loss: 1.153 | Acc: 66.928% (26814/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 28s588ms | Loss: 1.154 | Acc: 66.916% (26895/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 28s680ms | Loss: 1.155 | Acc: 66.897% (26973/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s772ms | Loss: 1.154 | Acc: 66.903% (27061/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s865ms | Loss: 1.154 | Acc: 66.916% (27152/40576) 317/391 
 [====================================================>............]  Step: 87ms | Tot: 28s952ms | Loss: 1.153 | Acc: 66.927% (27242/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 29s45ms | Loss: 1.154 | Acc: 66.923% (27326/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s137ms | Loss: 1.154 | Acc: 66.921% (27411/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s229ms | Loss: 1.154 | Acc: 66.922% (27497/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s321ms | Loss: 1.154 | Acc: 66.940% (27590/41216) 322/391 
 [=====================================================>...........]  Step: 89ms | Tot: 29s411ms | Loss: 1.154 | Acc: 66.917% (27666/41344) 323/391 
 [=====================================================>...........]  Step: 90ms | Tot: 29s501ms | Loss: 1.155 | Acc: 66.905% (27747/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s594ms | Loss: 1.155 | Acc: 66.909% (27834/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s686ms | Loss: 1.155 | Acc: 66.910% (27920/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s779ms | Loss: 1.155 | Acc: 66.915% (28008/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s871ms | Loss: 1.155 | Acc: 66.914% (28093/41984) 328/391 
 [======================================================>..........]  Step: 86ms | Tot: 29s957ms | Loss: 1.154 | Acc: 66.929% (28185/42112) 329/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s50ms | Loss: 1.154 | Acc: 66.934% (28273/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s142ms | Loss: 1.154 | Acc: 66.937% (28360/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s235ms | Loss: 1.153 | Acc: 66.955% (28453/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s328ms | Loss: 1.153 | Acc: 66.951% (28537/42624) 333/391 
 [=======================================================>.........]  Step: 86ms | Tot: 30s414ms | Loss: 1.154 | Acc: 66.935% (28616/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s506ms | Loss: 1.154 | Acc: 66.931% (28700/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s599ms | Loss: 1.154 | Acc: 66.908% (28776/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s691ms | Loss: 1.154 | Acc: 66.914% (28864/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s783ms | Loss: 1.155 | Acc: 66.901% (28944/43264) 338/391 
 [========================================================>........]  Step: 87ms | Tot: 30s871ms | Loss: 1.155 | Acc: 66.888% (29024/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 30s963ms | Loss: 1.156 | Acc: 66.868% (29101/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 31s55ms | Loss: 1.156 | Acc: 66.839% (29174/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 31s148ms | Loss: 1.156 | Acc: 66.845% (29262/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s240ms | Loss: 1.156 | Acc: 66.837% (29344/43904) 343/391 
 [=========================================================>.......]  Step: 85ms | Tot: 31s325ms | Loss: 1.156 | Acc: 66.835% (29429/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s417ms | Loss: 1.156 | Acc: 66.837% (29515/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s510ms | Loss: 1.156 | Acc: 66.842% (29603/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s602ms | Loss: 1.156 | Acc: 66.854% (29694/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s694ms | Loss: 1.156 | Acc: 66.842% (29774/44544) 348/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s786ms | Loss: 1.156 | Acc: 66.836% (29857/44672) 349/391 
 [==========================================================>......]  Step: 88ms | Tot: 31s875ms | Loss: 1.156 | Acc: 66.830% (29940/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s967ms | Loss: 1.157 | Acc: 66.818% (30020/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s59ms | Loss: 1.157 | Acc: 66.817% (30105/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s152ms | Loss: 1.158 | Acc: 66.798% (30182/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s244ms | Loss: 1.158 | Acc: 66.768% (30254/45312) 354/391 
 [==========================================================>......]  Step: 86ms | Tot: 32s330ms | Loss: 1.159 | Acc: 66.767% (30339/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s423ms | Loss: 1.159 | Acc: 66.757% (30420/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s515ms | Loss: 1.159 | Acc: 66.756% (30505/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s607ms | Loss: 1.160 | Acc: 66.742% (30584/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s700ms | Loss: 1.160 | Acc: 66.748% (30672/45952) 359/391 
 [===========================================================>.....]  Step: 87ms | Tot: 32s787ms | Loss: 1.161 | Acc: 66.736% (30752/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s879ms | Loss: 1.161 | Acc: 66.722% (30831/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 32s972ms | Loss: 1.161 | Acc: 66.717% (30914/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 33s64ms | Loss: 1.161 | Acc: 66.723% (31002/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s156ms | Loss: 1.161 | Acc: 66.715% (31084/46592) 364/391 
 [============================================================>....]  Step: 87ms | Tot: 33s244ms | Loss: 1.161 | Acc: 66.732% (31177/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 33s336ms | Loss: 1.161 | Acc: 66.741% (31267/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 33s429ms | Loss: 1.161 | Acc: 66.730% (31347/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s521ms | Loss: 1.161 | Acc: 66.712% (31424/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s613ms | Loss: 1.161 | Acc: 66.715% (31511/47232) 369/391 
 [=============================================================>...]  Step: 87ms | Tot: 33s701ms | Loss: 1.161 | Acc: 66.708% (31593/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s794ms | Loss: 1.162 | Acc: 66.695% (31672/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s886ms | Loss: 1.162 | Acc: 66.688% (31754/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s979ms | Loss: 1.161 | Acc: 66.693% (31842/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s71ms | Loss: 1.162 | Acc: 66.688% (31925/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s163ms | Loss: 1.162 | Acc: 66.671% (32002/48000) 375/391 
 [==============================================================>..]  Step: 87ms | Tot: 34s251ms | Loss: 1.163 | Acc: 66.662% (32083/48128) 376/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s344ms | Loss: 1.163 | Acc: 66.653% (32164/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s436ms | Loss: 1.164 | Acc: 66.642% (32244/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s528ms | Loss: 1.164 | Acc: 66.654% (32335/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s620ms | Loss: 1.164 | Acc: 66.659% (32423/48640) 380/391 
 [===============================================================>.]  Step: 87ms | Tot: 34s708ms | Loss: 1.164 | Acc: 66.658% (32508/48768) 381/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s800ms | Loss: 1.164 | Acc: 66.643% (32586/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s892ms | Loss: 1.164 | Acc: 66.627% (32663/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s984ms | Loss: 1.165 | Acc: 66.610% (32740/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s77ms | Loss: 1.165 | Acc: 66.613% (32827/49280) 385/391 
 [================================================================>]  Step: 87ms | Tot: 35s164ms | Loss: 1.165 | Acc: 66.597% (32904/49408) 386/391 
 [================================================================>]  Step: 94ms | Tot: 35s259ms | Loss: 1.165 | Acc: 66.590% (32986/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 35s351ms | Loss: 1.165 | Acc: 66.598% (33075/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s444ms | Loss: 1.165 | Acc: 66.603% (33163/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s536ms | Loss: 1.164 | Acc: 66.623% (33258/49920) 390/391 
 [================================================================>]  Step: 61ms | Tot: 35s597ms | Loss: 1.165 | Acc: 66.620% (33310/50000) 391/391 
 [>................................................................]  Step: 170ms | Tot: 0ms | Loss: 1.722 | Acc: 59.000% (59/100)    1/100 
 [>................................................................]  Step: 25ms | Tot: 25ms | Loss: 1.610 | Acc: 62.000% (124/200)   2/100 
 [=>...............................................................]  Step: 28ms | Tot: 53ms | Loss: 1.590 | Acc: 60.000% (180/300)   3/100 
 [=>...............................................................]  Step: 25ms | Tot: 79ms | Loss: 1.630 | Acc: 57.750% (231/400)   4/100 
 [==>..............................................................]  Step: 25ms | Tot: 105ms | Loss: 1.695 | Acc: 55.400% (277/500)  5/100 
 [===>.............................................................]  Step: 19ms | Tot: 124ms | Loss: 1.788 | Acc: 54.333% (326/600)  6/100 
 [===>.............................................................]  Step: 26ms | Tot: 150ms | Loss: 1.743 | Acc: 55.857% (391/700)  7/100 
 [====>............................................................]  Step: 28ms | Tot: 178ms | Loss: 1.699 | Acc: 56.500% (452/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 204ms | Loss: 1.713 | Acc: 56.778% (511/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 230ms | Loss: 1.734 | Acc: 56.300% (563/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 256ms | Loss: 1.738 | Acc: 56.455% (621/1100) 11/100 
 [=======>.........................................................]  Step: 25ms | Tot: 282ms | Loss: 1.754 | Acc: 55.833% (670/1200) 12/100 
 [=======>.........................................................]  Step: 26ms | Tot: 308ms | Loss: 1.716 | Acc: 56.462% (734/1300) 13/100 
 [========>........................................................]  Step: 26ms | Tot: 334ms | Loss: 1.709 | Acc: 56.357% (789/1400) 14/100 
 [=========>.......................................................]  Step: 25ms | Tot: 359ms | Loss: 1.712 | Acc: 56.000% (840/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 385ms | Loss: 1.722 | Acc: 55.750% (892/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 411ms | Loss: 1.726 | Acc: 55.765% (948/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 437ms | Loss: 1.733 | Acc: 55.833% (1005/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 463ms | Loss: 1.722 | Acc: 55.895% (1062/1900) 19/100 
 [============>....................................................]  Step: 25ms | Tot: 489ms | Loss: 1.706 | Acc: 56.400% (1128/2000) 20/100 
 [=============>...................................................]  Step: 25ms | Tot: 514ms | Loss: 1.702 | Acc: 56.476% (1186/2100) 21/100 
 [=============>...................................................]  Step: 20ms | Tot: 535ms | Loss: 1.691 | Acc: 56.500% (1243/2200) 22/100 
 [==============>..................................................]  Step: 27ms | Tot: 562ms | Loss: 1.690 | Acc: 56.391% (1297/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 588ms | Loss: 1.692 | Acc: 56.167% (1348/2400) 24/100 
 [===============>.................................................]  Step: 26ms | Tot: 614ms | Loss: 1.677 | Acc: 56.120% (1403/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 640ms | Loss: 1.667 | Acc: 56.346% (1465/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 666ms | Loss: 1.667 | Acc: 56.407% (1523/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 692ms | Loss: 1.671 | Acc: 56.214% (1574/2800) 28/100 
 [==================>..............................................]  Step: 25ms | Tot: 718ms | Loss: 1.681 | Acc: 56.103% (1627/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 744ms | Loss: 1.680 | Acc: 56.233% (1687/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 769ms | Loss: 1.685 | Acc: 55.839% (1731/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 795ms | Loss: 1.674 | Acc: 56.062% (1794/3200) 32/100 
 [====================>............................................]  Step: 26ms | Tot: 821ms | Loss: 1.680 | Acc: 55.818% (1842/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 847ms | Loss: 1.687 | Acc: 55.735% (1895/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 873ms | Loss: 1.680 | Acc: 55.886% (1956/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 899ms | Loss: 1.684 | Acc: 55.833% (2010/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 924ms | Loss: 1.689 | Acc: 55.730% (2062/3700) 37/100 
 [========================>........................................]  Step: 24ms | Tot: 949ms | Loss: 1.682 | Acc: 55.816% (2121/3800) 38/100 
 [========================>........................................]  Step: 24ms | Tot: 973ms | Loss: 1.685 | Acc: 55.615% (2169/3900) 39/100 
 [=========================>.......................................]  Step: 28ms | Tot: 1s1ms | Loss: 1.681 | Acc: 55.650% (2226/4000) 40/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s28ms | Loss: 1.677 | Acc: 55.683% (2283/4100) 41/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s54ms | Loss: 1.678 | Acc: 55.738% (2341/4200) 42/100 
 [===========================>.....................................]  Step: 26ms | Tot: 1s80ms | Loss: 1.683 | Acc: 55.767% (2398/4300) 43/100 
 [===========================>.....................................]  Step: 26ms | Tot: 1s106ms | Loss: 1.686 | Acc: 55.636% (2448/4400) 44/100 
 [============================>....................................]  Step: 25ms | Tot: 1s132ms | Loss: 1.688 | Acc: 55.644% (2504/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s158ms | Loss: 1.685 | Acc: 55.717% (2563/4600) 46/100 
 [=============================>...................................]  Step: 26ms | Tot: 1s184ms | Loss: 1.685 | Acc: 55.681% (2617/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s210ms | Loss: 1.688 | Acc: 55.604% (2669/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s236ms | Loss: 1.694 | Acc: 55.469% (2718/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s262ms | Loss: 1.693 | Acc: 55.440% (2772/5000) 50/100 
 [================================>................................]  Step: 26ms | Tot: 1s288ms | Loss: 1.696 | Acc: 55.392% (2825/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s314ms | Loss: 1.698 | Acc: 55.327% (2877/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s339ms | Loss: 1.697 | Acc: 55.377% (2935/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s365ms | Loss: 1.697 | Acc: 55.352% (2989/5400) 54/100 
 [===================================>.............................]  Step: 22ms | Tot: 1s387ms | Loss: 1.705 | Acc: 55.164% (3034/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s413ms | Loss: 1.702 | Acc: 55.179% (3090/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s439ms | Loss: 1.700 | Acc: 55.281% (3151/5700) 57/100 
 [=====================================>...........................]  Step: 26ms | Tot: 1s465ms | Loss: 1.700 | Acc: 55.310% (3208/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s491ms | Loss: 1.699 | Acc: 55.322% (3264/5900) 59/100 
 [======================================>..........................]  Step: 26ms | Tot: 1s517ms | Loss: 1.698 | Acc: 55.250% (3315/6000) 60/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s543ms | Loss: 1.697 | Acc: 55.295% (3373/6100) 61/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s569ms | Loss: 1.699 | Acc: 55.274% (3427/6200) 62/100 
 [========================================>........................]  Step: 25ms | Tot: 1s595ms | Loss: 1.699 | Acc: 55.270% (3482/6300) 63/100 
 [========================================>........................]  Step: 26ms | Tot: 1s621ms | Loss: 1.697 | Acc: 55.375% (3544/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s647ms | Loss: 1.699 | Acc: 55.385% (3600/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s673ms | Loss: 1.707 | Acc: 55.288% (3649/6600) 66/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s699ms | Loss: 1.705 | Acc: 55.328% (3707/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s725ms | Loss: 1.707 | Acc: 55.309% (3761/6800) 68/100 
 [============================================>....................]  Step: 25ms | Tot: 1s750ms | Loss: 1.706 | Acc: 55.319% (3817/6900) 69/100 
 [============================================>....................]  Step: 26ms | Tot: 1s777ms | Loss: 1.709 | Acc: 55.243% (3867/7000) 70/100 
 [=============================================>...................]  Step: 21ms | Tot: 1s798ms | Loss: 1.712 | Acc: 55.169% (3917/7100) 71/100 
 [==============================================>..................]  Step: 26ms | Tot: 1s824ms | Loss: 1.713 | Acc: 55.194% (3974/7200) 72/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s850ms | Loss: 1.711 | Acc: 55.219% (4031/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s876ms | Loss: 1.715 | Acc: 55.014% (4071/7400) 74/100 
 [================================================>................]  Step: 25ms | Tot: 1s901ms | Loss: 1.714 | Acc: 55.027% (4127/7500) 75/100 
 [================================================>................]  Step: 25ms | Tot: 1s927ms | Loss: 1.715 | Acc: 54.934% (4175/7600) 76/100 
 [=================================================>...............]  Step: 25ms | Tot: 1s953ms | Loss: 1.715 | Acc: 54.922% (4229/7700) 77/100 
 [==================================================>..............]  Step: 25ms | Tot: 1s979ms | Loss: 1.718 | Acc: 54.872% (4280/7800) 78/100 
 [==================================================>..............]  Step: 26ms | Tot: 2s5ms | Loss: 1.721 | Acc: 54.772% (4327/7900) 79/100 
 [===================================================>.............]  Step: 25ms | Tot: 2s31ms | Loss: 1.721 | Acc: 54.737% (4379/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s56ms | Loss: 1.720 | Acc: 54.827% (4441/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s82ms | Loss: 1.720 | Acc: 54.805% (4494/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s108ms | Loss: 1.719 | Acc: 54.807% (4549/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s134ms | Loss: 1.717 | Acc: 54.905% (4612/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s160ms | Loss: 1.716 | Acc: 54.906% (4667/8500) 85/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s186ms | Loss: 1.711 | Acc: 55.000% (4730/8600) 86/100 
 [=======================================================>.........]  Step: 20ms | Tot: 2s206ms | Loss: 1.711 | Acc: 54.966% (4782/8700) 87/100 
 [========================================================>........]  Step: 27ms | Tot: 2s234ms | Loss: 1.706 | Acc: 55.068% (4846/8800) 88/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s260ms | Loss: 1.706 | Acc: 55.090% (4903/8900) 89/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s285ms | Loss: 1.703 | Acc: 55.211% (4969/9000) 90/100 
 [==========================================================>......]  Step: 25ms | Tot: 2s311ms | Loss: 1.704 | Acc: 55.143% (5018/9100) 91/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s337ms | Loss: 1.703 | Acc: 55.141% (5073/9200) 92/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s363ms | Loss: 1.702 | Acc: 55.172% (5131/9300) 93/100 
 [============================================================>....]  Step: 26ms | Tot: 2s389ms | Loss: 1.702 | Acc: 55.202% (5189/9400) 94/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s415ms | Loss: 1.699 | Acc: 55.337% (5257/9500) 95/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s441ms | Loss: 1.697 | Acc: 55.385% (5317/9600) 96/100 
 [==============================================================>..]  Step: 25ms | Tot: 2s467ms | Loss: 1.695 | Acc: 55.309% (5365/9700) 97/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s493ms | Loss: 1.692 | Acc: 55.357% (5425/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s519ms | Loss: 1.693 | Acc: 55.384% (5483/9900) 99/100 
 [================================================================>]  Step: 26ms | Tot: 2s545ms | Loss: 1.691 | Acc: 55.360% (5536/10000) 100/100 

Epoch: 22
 [>................................................................]  Step: 282ms | Tot: 0ms | Loss: 1.098 | Acc: 68.750% (88/128)    1/391 
 [>................................................................]  Step: 86ms | Tot: 86ms | Loss: 1.083 | Acc: 67.969% (174/256)   2/391 
 [>................................................................]  Step: 93ms | Tot: 180ms | Loss: 1.045 | Acc: 67.708% (260/384)  3/391 
 [>................................................................]  Step: 92ms | Tot: 272ms | Loss: 1.057 | Acc: 68.945% (353/512)  4/391 
 [>................................................................]  Step: 92ms | Tot: 364ms | Loss: 1.029 | Acc: 69.844% (447/640)  5/391 
 [>................................................................]  Step: 92ms | Tot: 456ms | Loss: 1.058 | Acc: 68.099% (523/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 549ms | Loss: 1.045 | Acc: 68.862% (617/896)  7/391 
 [=>...............................................................]  Step: 88ms | Tot: 637ms | Loss: 1.033 | Acc: 69.336% (710/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 730ms | Loss: 1.026 | Acc: 69.097% (796/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 822ms | Loss: 1.026 | Acc: 69.297% (887/1280) 10/391 
 [=>...............................................................]  Step: 92ms | Tot: 914ms | Loss: 1.035 | Acc: 69.034% (972/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s7ms | Loss: 1.031 | Acc: 68.815% (1057/1536) 12/391 
 [=>...............................................................]  Step: 86ms | Tot: 1s93ms | Loss: 1.025 | Acc: 69.050% (1149/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s185ms | Loss: 1.031 | Acc: 68.973% (1236/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s277ms | Loss: 1.046 | Acc: 68.594% (1317/1920) 15/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s370ms | Loss: 1.058 | Acc: 68.311% (1399/2048) 16/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s462ms | Loss: 1.056 | Acc: 68.566% (1492/2176) 17/391 
 [==>..............................................................]  Step: 85ms | Tot: 1s548ms | Loss: 1.053 | Acc: 68.750% (1584/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s640ms | Loss: 1.060 | Acc: 68.380% (1663/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s732ms | Loss: 1.052 | Acc: 68.750% (1760/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s824ms | Loss: 1.044 | Acc: 68.750% (1848/2688) 21/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s917ms | Loss: 1.054 | Acc: 68.466% (1928/2816) 22/391 
 [===>.............................................................]  Step: 87ms | Tot: 2s4ms | Loss: 1.047 | Acc: 68.682% (2022/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s97ms | Loss: 1.055 | Acc: 68.652% (2109/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s190ms | Loss: 1.055 | Acc: 68.594% (2195/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s282ms | Loss: 1.052 | Acc: 68.780% (2289/3328) 26/391 
 [====>............................................................]  Step: 92ms | Tot: 2s375ms | Loss: 1.058 | Acc: 68.547% (2369/3456) 27/391 
 [====>............................................................]  Step: 88ms | Tot: 2s464ms | Loss: 1.053 | Acc: 68.666% (2461/3584) 28/391 
 [====>............................................................]  Step: 88ms | Tot: 2s552ms | Loss: 1.061 | Acc: 68.481% (2542/3712) 29/391 
 [====>............................................................]  Step: 92ms | Tot: 2s644ms | Loss: 1.060 | Acc: 68.464% (2629/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s736ms | Loss: 1.060 | Acc: 68.322% (2711/3968) 31/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s829ms | Loss: 1.062 | Acc: 68.335% (2799/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s921ms | Loss: 1.067 | Acc: 68.205% (2881/4224) 33/391 
 [=====>...........................................................]  Step: 86ms | Tot: 3s7ms | Loss: 1.064 | Acc: 68.153% (2966/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s100ms | Loss: 1.062 | Acc: 68.259% (3058/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s192ms | Loss: 1.058 | Acc: 68.359% (3150/4608) 36/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s285ms | Loss: 1.064 | Acc: 68.138% (3227/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s377ms | Loss: 1.062 | Acc: 68.380% (3326/4864) 38/391 
 [======>..........................................................]  Step: 87ms | Tot: 3s465ms | Loss: 1.063 | Acc: 68.329% (3411/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s557ms | Loss: 1.061 | Acc: 68.438% (3504/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s650ms | Loss: 1.068 | Acc: 68.388% (3589/5248) 41/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s742ms | Loss: 1.070 | Acc: 68.285% (3671/5376) 42/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s834ms | Loss: 1.070 | Acc: 68.241% (3756/5504) 43/391 
 [=======>.........................................................]  Step: 87ms | Tot: 3s922ms | Loss: 1.072 | Acc: 68.271% (3845/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s15ms | Loss: 1.072 | Acc: 68.194% (3928/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s107ms | Loss: 1.075 | Acc: 68.105% (4010/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s199ms | Loss: 1.077 | Acc: 68.035% (4093/6016) 47/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s292ms | Loss: 1.082 | Acc: 67.806% (4166/6144) 48/391 
 [=======>.........................................................]  Step: 85ms | Tot: 4s378ms | Loss: 1.085 | Acc: 67.746% (4249/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s470ms | Loss: 1.084 | Acc: 67.766% (4337/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s562ms | Loss: 1.082 | Acc: 67.846% (4429/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s655ms | Loss: 1.085 | Acc: 67.743% (4509/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 4s747ms | Loss: 1.085 | Acc: 67.777% (4598/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s839ms | Loss: 1.087 | Acc: 67.752% (4683/6912) 54/391 
 [========>........................................................]  Step: 88ms | Tot: 4s928ms | Loss: 1.087 | Acc: 67.784% (4772/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s20ms | Loss: 1.088 | Acc: 67.829% (4862/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s112ms | Loss: 1.087 | Acc: 67.859% (4951/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s205ms | Loss: 1.085 | Acc: 67.888% (5040/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s297ms | Loss: 1.085 | Acc: 67.889% (5127/7552) 59/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s384ms | Loss: 1.087 | Acc: 67.917% (5216/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s477ms | Loss: 1.087 | Acc: 67.866% (5299/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s569ms | Loss: 1.088 | Acc: 67.881% (5387/7936) 62/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s661ms | Loss: 1.087 | Acc: 67.870% (5473/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s754ms | Loss: 1.087 | Acc: 67.896% (5562/8192) 64/391 
 [==========>......................................................]  Step: 87ms | Tot: 5s841ms | Loss: 1.088 | Acc: 67.921% (5651/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s934ms | Loss: 1.089 | Acc: 67.933% (5739/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 6s26ms | Loss: 1.087 | Acc: 67.992% (5831/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s119ms | Loss: 1.089 | Acc: 67.957% (5915/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s211ms | Loss: 1.091 | Acc: 67.889% (5996/8832) 69/391 
 [===========>.....................................................]  Step: 85ms | Tot: 6s296ms | Loss: 1.092 | Acc: 67.824% (6077/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s389ms | Loss: 1.092 | Acc: 67.870% (6168/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s481ms | Loss: 1.094 | Acc: 67.763% (6245/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s573ms | Loss: 1.095 | Acc: 67.733% (6329/9344) 73/391 
 [============>....................................................]  Step: 92ms | Tot: 6s665ms | Loss: 1.093 | Acc: 67.810% (6423/9472) 74/391 
 [============>....................................................]  Step: 87ms | Tot: 6s752ms | Loss: 1.094 | Acc: 67.729% (6502/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s845ms | Loss: 1.094 | Acc: 67.732% (6589/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s937ms | Loss: 1.094 | Acc: 67.756% (6678/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 7s29ms | Loss: 1.097 | Acc: 67.688% (6758/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 7s122ms | Loss: 1.100 | Acc: 67.573% (6833/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s214ms | Loss: 1.102 | Acc: 67.568% (6919/10240) 80/391 
 [=============>...................................................]  Step: 90ms | Tot: 7s305ms | Loss: 1.102 | Acc: 67.573% (7006/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s397ms | Loss: 1.101 | Acc: 67.616% (7097/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s489ms | Loss: 1.101 | Acc: 67.620% (7184/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s582ms | Loss: 1.099 | Acc: 67.634% (7272/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s674ms | Loss: 1.098 | Acc: 67.656% (7361/10880) 85/391 
 [==============>..................................................]  Step: 85ms | Tot: 7s760ms | Loss: 1.098 | Acc: 67.660% (7448/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s852ms | Loss: 1.102 | Acc: 67.574% (7525/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s944ms | Loss: 1.102 | Acc: 67.560% (7610/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s37ms | Loss: 1.104 | Acc: 67.521% (7692/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s129ms | Loss: 1.104 | Acc: 67.552% (7782/11520) 90/391 
 [==============>..................................................]  Step: 87ms | Tot: 8s216ms | Loss: 1.103 | Acc: 67.548% (7868/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s308ms | Loss: 1.102 | Acc: 67.604% (7961/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s401ms | Loss: 1.102 | Acc: 67.574% (8044/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s493ms | Loss: 1.103 | Acc: 67.620% (8136/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s585ms | Loss: 1.104 | Acc: 67.566% (8216/12160) 95/391 
 [===============>.................................................]  Step: 87ms | Tot: 8s673ms | Loss: 1.103 | Acc: 67.586% (8305/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s765ms | Loss: 1.104 | Acc: 67.550% (8387/12416) 97/391 
 [================>................................................]  Step: 92ms | Tot: 8s858ms | Loss: 1.104 | Acc: 67.578% (8477/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s950ms | Loss: 1.106 | Acc: 67.558% (8561/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 9s42ms | Loss: 1.106 | Acc: 67.500% (8640/12800) 100/391 
 [================>................................................]  Step: 87ms | Tot: 9s130ms | Loss: 1.106 | Acc: 67.505% (8727/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s223ms | Loss: 1.105 | Acc: 67.486% (8811/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s315ms | Loss: 1.102 | Acc: 67.590% (8911/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s407ms | Loss: 1.100 | Acc: 67.638% (9004/13312) 104/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s500ms | Loss: 1.099 | Acc: 67.671% (9095/13440) 105/391 
 [=================>...............................................]  Step: 90ms | Tot: 9s590ms | Loss: 1.099 | Acc: 67.681% (9183/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s682ms | Loss: 1.099 | Acc: 67.677% (9269/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s775ms | Loss: 1.101 | Acc: 67.636% (9350/13824) 108/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s867ms | Loss: 1.100 | Acc: 67.682% (9443/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s959ms | Loss: 1.101 | Acc: 67.635% (9523/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s52ms | Loss: 1.102 | Acc: 67.610% (9606/14208) 111/391 
 [==================>..............................................]  Step: 86ms | Tot: 10s138ms | Loss: 1.102 | Acc: 67.648% (9698/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s230ms | Loss: 1.100 | Acc: 67.706% (9793/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s322ms | Loss: 1.099 | Acc: 67.756% (9887/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s415ms | Loss: 1.099 | Acc: 67.758% (9974/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s507ms | Loss: 1.100 | Acc: 67.679% (10049/14848) 116/391 
 [===================>.............................................]  Step: 87ms | Tot: 10s595ms | Loss: 1.101 | Acc: 67.668% (10134/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s687ms | Loss: 1.101 | Acc: 67.671% (10221/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s779ms | Loss: 1.100 | Acc: 67.713% (10314/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s872ms | Loss: 1.099 | Acc: 67.754% (10407/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s964ms | Loss: 1.099 | Acc: 67.769% (10496/15488) 121/391 
 [====================>............................................]  Step: 84ms | Tot: 11s49ms | Loss: 1.099 | Acc: 67.751% (10580/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 11s141ms | Loss: 1.098 | Acc: 67.759% (10668/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 11s233ms | Loss: 1.098 | Acc: 67.748% (10753/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s325ms | Loss: 1.099 | Acc: 67.731% (10837/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 11s418ms | Loss: 1.099 | Acc: 67.708% (10920/16128) 126/391 
 [====================>............................................]  Step: 87ms | Tot: 11s506ms | Loss: 1.097 | Acc: 67.790% (11020/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s598ms | Loss: 1.096 | Acc: 67.804% (11109/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s691ms | Loss: 1.096 | Acc: 67.829% (11200/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s783ms | Loss: 1.099 | Acc: 67.746% (11273/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s875ms | Loss: 1.098 | Acc: 67.790% (11367/16768) 131/391 
 [=====================>...........................................]  Step: 90ms | Tot: 11s966ms | Loss: 1.096 | Acc: 67.850% (11464/16896) 132/391 
 [=====================>...........................................]  Step: 90ms | Tot: 12s56ms | Loss: 1.097 | Acc: 67.875% (11555/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s148ms | Loss: 1.098 | Acc: 67.870% (11641/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s240ms | Loss: 1.099 | Acc: 67.836% (11722/17280) 135/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s333ms | Loss: 1.101 | Acc: 67.796% (11802/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s425ms | Loss: 1.103 | Acc: 67.735% (11878/17536) 137/391 
 [======================>..........................................]  Step: 87ms | Tot: 12s513ms | Loss: 1.102 | Acc: 67.725% (11963/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s606ms | Loss: 1.101 | Acc: 67.755% (12055/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s698ms | Loss: 1.100 | Acc: 67.779% (12146/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s790ms | Loss: 1.100 | Acc: 67.753% (12228/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s883ms | Loss: 1.102 | Acc: 67.721% (12309/18176) 142/391 
 [=======================>.........................................]  Step: 86ms | Tot: 12s969ms | Loss: 1.100 | Acc: 67.761% (12403/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s61ms | Loss: 1.101 | Acc: 67.763% (12490/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s154ms | Loss: 1.101 | Acc: 67.742% (12573/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s246ms | Loss: 1.101 | Acc: 67.712% (12654/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 13s339ms | Loss: 1.102 | Acc: 67.751% (12748/18816) 147/391 
 [========================>........................................]  Step: 86ms | Tot: 13s425ms | Loss: 1.102 | Acc: 67.736% (12832/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s517ms | Loss: 1.103 | Acc: 67.743% (12920/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s610ms | Loss: 1.103 | Acc: 67.755% (13009/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s702ms | Loss: 1.102 | Acc: 67.793% (13103/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s794ms | Loss: 1.102 | Acc: 67.768% (13185/19456) 152/391 
 [=========================>.......................................]  Step: 88ms | Tot: 13s882ms | Loss: 1.102 | Acc: 67.739% (13266/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s975ms | Loss: 1.102 | Acc: 67.690% (13343/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s68ms | Loss: 1.102 | Acc: 67.732% (13438/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s160ms | Loss: 1.101 | Acc: 67.773% (13533/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s252ms | Loss: 1.102 | Acc: 67.750% (13615/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s345ms | Loss: 1.101 | Acc: 67.746% (13701/20224) 158/391 
 [==========================>......................................]  Step: 88ms | Tot: 14s433ms | Loss: 1.102 | Acc: 67.733% (13785/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s526ms | Loss: 1.102 | Acc: 67.759% (13877/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s618ms | Loss: 1.102 | Acc: 67.760% (13964/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s710ms | Loss: 1.103 | Acc: 67.704% (14039/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s803ms | Loss: 1.104 | Acc: 67.686% (14122/20864) 163/391 
 [===========================>.....................................]  Step: 86ms | Tot: 14s889ms | Loss: 1.105 | Acc: 67.664% (14204/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s981ms | Loss: 1.102 | Acc: 67.704% (14299/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s73ms | Loss: 1.103 | Acc: 67.710% (14387/21248) 166/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s166ms | Loss: 1.103 | Acc: 67.688% (14469/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s258ms | Loss: 1.104 | Acc: 67.643% (14546/21504) 168/391 
 [===========================>.....................................]  Step: 85ms | Tot: 15s344ms | Loss: 1.105 | Acc: 67.617% (14627/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s436ms | Loss: 1.105 | Acc: 67.615% (14713/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s529ms | Loss: 1.106 | Acc: 67.594% (14795/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s621ms | Loss: 1.107 | Acc: 67.569% (14876/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 15s713ms | Loss: 1.106 | Acc: 67.571% (14963/22144) 173/391 
 [============================>....................................]  Step: 85ms | Tot: 15s798ms | Loss: 1.107 | Acc: 67.565% (15048/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s891ms | Loss: 1.106 | Acc: 67.585% (15139/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s984ms | Loss: 1.106 | Acc: 67.587% (15226/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s76ms | Loss: 1.107 | Acc: 67.572% (15309/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s168ms | Loss: 1.107 | Acc: 67.552% (15391/22784) 178/391 
 [=============================>...................................]  Step: 88ms | Tot: 16s257ms | Loss: 1.109 | Acc: 67.524% (15471/22912) 179/391 
 [=============================>...................................]  Step: 90ms | Tot: 16s347ms | Loss: 1.109 | Acc: 67.513% (15555/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s440ms | Loss: 1.109 | Acc: 67.503% (15639/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s532ms | Loss: 1.108 | Acc: 67.518% (15729/23296) 182/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s624ms | Loss: 1.108 | Acc: 67.533% (15819/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s716ms | Loss: 1.108 | Acc: 67.536% (15906/23552) 184/391 
 [==============================>..................................]  Step: 86ms | Tot: 16s803ms | Loss: 1.108 | Acc: 67.534% (15992/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s896ms | Loss: 1.109 | Acc: 67.515% (16074/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s988ms | Loss: 1.108 | Acc: 67.526% (16163/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s81ms | Loss: 1.109 | Acc: 67.499% (16243/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s173ms | Loss: 1.109 | Acc: 67.522% (16335/24192) 189/391 
 [===============================>.................................]  Step: 86ms | Tot: 17s260ms | Loss: 1.109 | Acc: 67.529% (16423/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s352ms | Loss: 1.109 | Acc: 67.515% (16506/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s445ms | Loss: 1.110 | Acc: 67.497% (16588/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s537ms | Loss: 1.110 | Acc: 67.519% (16680/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s630ms | Loss: 1.109 | Acc: 67.502% (16762/24832) 194/391 
 [================================>................................]  Step: 86ms | Tot: 17s717ms | Loss: 1.110 | Acc: 67.512% (16851/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s809ms | Loss: 1.110 | Acc: 67.490% (16932/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s901ms | Loss: 1.111 | Acc: 67.505% (17022/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 17s994ms | Loss: 1.112 | Acc: 67.460% (17097/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 18s86ms | Loss: 1.112 | Acc: 67.474% (17187/25472) 199/391 
 [=================================>...............................]  Step: 87ms | Tot: 18s174ms | Loss: 1.112 | Acc: 67.500% (17280/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s267ms | Loss: 1.112 | Acc: 67.498% (17366/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s359ms | Loss: 1.113 | Acc: 67.450% (17440/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s452ms | Loss: 1.114 | Acc: 67.403% (17514/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s544ms | Loss: 1.113 | Acc: 67.433% (17608/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s636ms | Loss: 1.113 | Acc: 67.435% (17695/26240) 205/391 
 [==================================>..............................]  Step: 86ms | Tot: 18s723ms | Loss: 1.113 | Acc: 67.415% (17776/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s815ms | Loss: 1.114 | Acc: 67.406% (17860/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s907ms | Loss: 1.115 | Acc: 67.375% (17938/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s | Loss: 1.116 | Acc: 67.348% (18017/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s92ms | Loss: 1.116 | Acc: 67.336% (18100/26880) 210/391 
 [==================================>..............................]  Step: 87ms | Tot: 19s179ms | Loss: 1.117 | Acc: 67.317% (18181/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s272ms | Loss: 1.117 | Acc: 67.320% (18268/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s364ms | Loss: 1.117 | Acc: 67.290% (18346/27264) 213/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s456ms | Loss: 1.119 | Acc: 67.228% (18415/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s549ms | Loss: 1.119 | Acc: 67.227% (18501/27520) 215/391 
 [===================================>.............................]  Step: 85ms | Tot: 19s635ms | Loss: 1.118 | Acc: 67.253% (18594/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s727ms | Loss: 1.119 | Acc: 67.252% (18680/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s819ms | Loss: 1.121 | Acc: 67.209% (18754/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 19s912ms | Loss: 1.121 | Acc: 67.216% (18842/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 20s4ms | Loss: 1.121 | Acc: 67.212% (18927/28160) 220/391 
 [====================================>............................]  Step: 87ms | Tot: 20s91ms | Loss: 1.121 | Acc: 67.205% (19011/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 20s184ms | Loss: 1.122 | Acc: 67.198% (19095/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s276ms | Loss: 1.123 | Acc: 67.170% (19173/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s369ms | Loss: 1.123 | Acc: 67.181% (19262/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s461ms | Loss: 1.124 | Acc: 67.163% (19343/28800) 225/391 
 [=====================================>...........................]  Step: 86ms | Tot: 20s547ms | Loss: 1.125 | Acc: 67.111% (19414/28928) 226/391 
 [=====================================>...........................]  Step: 90ms | Tot: 20s638ms | Loss: 1.126 | Acc: 67.112% (19500/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s730ms | Loss: 1.126 | Acc: 67.095% (19581/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s823ms | Loss: 1.126 | Acc: 67.099% (19668/29312) 229/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s915ms | Loss: 1.127 | Acc: 67.092% (19752/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s7ms | Loss: 1.127 | Acc: 67.069% (19831/29568) 231/391 
 [======================================>..........................]  Step: 86ms | Tot: 21s94ms | Loss: 1.127 | Acc: 67.043% (19909/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s186ms | Loss: 1.127 | Acc: 67.030% (19991/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s279ms | Loss: 1.128 | Acc: 67.011% (20071/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s371ms | Loss: 1.128 | Acc: 66.978% (20147/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s463ms | Loss: 1.127 | Acc: 67.009% (20242/30208) 236/391 
 [=======================================>.........................]  Step: 87ms | Tot: 21s551ms | Loss: 1.127 | Acc: 67.023% (20332/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s643ms | Loss: 1.127 | Acc: 67.007% (20413/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s735ms | Loss: 1.128 | Acc: 67.004% (20498/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s827ms | Loss: 1.128 | Acc: 67.005% (20584/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s920ms | Loss: 1.128 | Acc: 66.990% (20665/30848) 241/391 
 [========================================>........................]  Step: 87ms | Tot: 22s7ms | Loss: 1.128 | Acc: 67.010% (20757/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 22s100ms | Loss: 1.129 | Acc: 67.004% (20841/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 22s192ms | Loss: 1.129 | Acc: 66.992% (20923/31232) 244/391 
 [========================================>........................]  Step: 92ms | Tot: 22s284ms | Loss: 1.129 | Acc: 66.980% (21005/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 22s376ms | Loss: 1.128 | Acc: 67.006% (21099/31488) 246/391 
 [========================================>........................]  Step: 87ms | Tot: 22s464ms | Loss: 1.127 | Acc: 67.051% (21199/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s557ms | Loss: 1.128 | Acc: 67.024% (21276/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s649ms | Loss: 1.128 | Acc: 67.034% (21365/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s741ms | Loss: 1.128 | Acc: 67.044% (21454/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s833ms | Loss: 1.129 | Acc: 67.038% (21538/32128) 251/391 
 [=========================================>.......................]  Step: 89ms | Tot: 22s923ms | Loss: 1.128 | Acc: 67.054% (21629/32256) 252/391 
 [=========================================>.......................]  Step: 90ms | Tot: 23s14ms | Loss: 1.129 | Acc: 67.058% (21716/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s107ms | Loss: 1.128 | Acc: 67.061% (21803/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s199ms | Loss: 1.128 | Acc: 67.056% (21887/32640) 255/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s291ms | Loss: 1.128 | Acc: 67.044% (21969/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s384ms | Loss: 1.128 | Acc: 67.032% (22051/32896) 257/391 
 [==========================================>......................]  Step: 85ms | Tot: 23s469ms | Loss: 1.128 | Acc: 67.045% (22141/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s562ms | Loss: 1.128 | Acc: 67.043% (22226/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s654ms | Loss: 1.128 | Acc: 67.040% (22311/33280) 260/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s746ms | Loss: 1.127 | Acc: 67.038% (22396/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s839ms | Loss: 1.127 | Acc: 67.047% (22485/33536) 262/391 
 [===========================================>.....................]  Step: 86ms | Tot: 23s925ms | Loss: 1.128 | Acc: 67.051% (22572/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s17ms | Loss: 1.128 | Acc: 67.042% (22655/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s109ms | Loss: 1.128 | Acc: 67.028% (22736/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 24s202ms | Loss: 1.127 | Acc: 67.073% (22837/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 24s294ms | Loss: 1.126 | Acc: 67.103% (22933/34176) 267/391 
 [============================================>....................]  Step: 87ms | Tot: 24s382ms | Loss: 1.125 | Acc: 67.132% (23029/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s474ms | Loss: 1.126 | Acc: 67.121% (23111/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s566ms | Loss: 1.125 | Acc: 67.130% (23200/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 24s659ms | Loss: 1.125 | Acc: 67.127% (23285/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s751ms | Loss: 1.126 | Acc: 67.110% (23365/34816) 272/391 
 [=============================================>...................]  Step: 86ms | Tot: 24s837ms | Loss: 1.125 | Acc: 67.116% (23453/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s930ms | Loss: 1.126 | Acc: 67.108% (23536/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s22ms | Loss: 1.127 | Acc: 67.085% (23614/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s114ms | Loss: 1.126 | Acc: 67.105% (23707/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s207ms | Loss: 1.126 | Acc: 67.092% (23788/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s299ms | Loss: 1.126 | Acc: 67.075% (23868/35584) 278/391 
 [==============================================>..................]  Step: 88ms | Tot: 25s387ms | Loss: 1.127 | Acc: 67.036% (23940/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s480ms | Loss: 1.127 | Acc: 67.028% (24023/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s572ms | Loss: 1.127 | Acc: 67.018% (24105/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s664ms | Loss: 1.127 | Acc: 67.043% (24200/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s757ms | Loss: 1.127 | Acc: 67.052% (24289/36224) 283/391 
 [===============================================>.................]  Step: 87ms | Tot: 25s844ms | Loss: 1.127 | Acc: 67.036% (24369/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s937ms | Loss: 1.126 | Acc: 67.048% (24459/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s29ms | Loss: 1.127 | Acc: 67.032% (24539/36608) 286/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s121ms | Loss: 1.128 | Acc: 67.008% (24616/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s214ms | Loss: 1.128 | Acc: 67.006% (24701/36864) 288/391 
 [===============================================>.................]  Step: 87ms | Tot: 26s301ms | Loss: 1.128 | Acc: 67.012% (24789/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s394ms | Loss: 1.127 | Acc: 67.026% (24880/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s486ms | Loss: 1.128 | Acc: 67.026% (24966/37248) 291/391 
 [================================================>................]  Step: 92ms | Tot: 26s578ms | Loss: 1.128 | Acc: 67.022% (25050/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 26s671ms | Loss: 1.128 | Acc: 67.036% (25141/37504) 293/391 
 [================================================>................]  Step: 87ms | Tot: 26s758ms | Loss: 1.127 | Acc: 67.044% (25230/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s851ms | Loss: 1.127 | Acc: 67.034% (25312/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s943ms | Loss: 1.126 | Acc: 67.040% (25400/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s35ms | Loss: 1.127 | Acc: 67.030% (25482/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s128ms | Loss: 1.127 | Acc: 67.030% (25568/38144) 298/391 
 [=================================================>...............]  Step: 87ms | Tot: 27s216ms | Loss: 1.127 | Acc: 67.007% (25645/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s308ms | Loss: 1.128 | Acc: 67.008% (25731/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s400ms | Loss: 1.128 | Acc: 67.019% (25821/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s492ms | Loss: 1.127 | Acc: 67.022% (25908/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s585ms | Loss: 1.127 | Acc: 67.017% (25992/38784) 303/391 
 [==================================================>..............]  Step: 90ms | Tot: 27s675ms | Loss: 1.127 | Acc: 67.010% (26075/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s767ms | Loss: 1.127 | Acc: 67.049% (26176/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s860ms | Loss: 1.127 | Acc: 67.068% (26269/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s952ms | Loss: 1.127 | Acc: 67.035% (26342/39296) 307/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s44ms | Loss: 1.127 | Acc: 67.030% (26426/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s136ms | Loss: 1.129 | Acc: 66.990% (26496/39552) 309/391 
 [===================================================>.............]  Step: 85ms | Tot: 28s222ms | Loss: 1.129 | Acc: 66.996% (26584/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s315ms | Loss: 1.130 | Acc: 66.979% (26663/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s407ms | Loss: 1.130 | Acc: 66.975% (26747/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s499ms | Loss: 1.130 | Acc: 66.963% (26828/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 28s592ms | Loss: 1.131 | Acc: 66.946% (26907/40192) 314/391 
 [====================================================>............]  Step: 87ms | Tot: 28s679ms | Loss: 1.131 | Acc: 66.927% (26985/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s771ms | Loss: 1.131 | Acc: 66.911% (27064/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s863ms | Loss: 1.132 | Acc: 66.902% (27146/40576) 317/391 
 [====================================================>............]  Step: 92ms | Tot: 28s955ms | Loss: 1.132 | Acc: 66.910% (27235/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 29s48ms | Loss: 1.131 | Acc: 66.916% (27323/40832) 319/391 
 [=====================================================>...........]  Step: 87ms | Tot: 29s135ms | Loss: 1.132 | Acc: 66.917% (27409/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s228ms | Loss: 1.131 | Acc: 66.920% (27496/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s320ms | Loss: 1.132 | Acc: 66.906% (27576/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s412ms | Loss: 1.132 | Acc: 66.921% (27668/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s504ms | Loss: 1.132 | Acc: 66.929% (27757/41472) 324/391 
 [=====================================================>...........]  Step: 87ms | Tot: 29s592ms | Loss: 1.132 | Acc: 66.916% (27837/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s684ms | Loss: 1.132 | Acc: 66.924% (27926/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s776ms | Loss: 1.132 | Acc: 66.913% (28007/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s869ms | Loss: 1.132 | Acc: 66.925% (28098/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s961ms | Loss: 1.132 | Acc: 66.933% (28187/42112) 329/391 
 [======================================================>..........]  Step: 87ms | Tot: 30s49ms | Loss: 1.132 | Acc: 66.929% (28271/42240) 330/391 
 [======================================================>..........]  Step: 95ms | Tot: 30s144ms | Loss: 1.132 | Acc: 66.933% (28358/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s236ms | Loss: 1.133 | Acc: 66.912% (28435/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s329ms | Loss: 1.133 | Acc: 66.899% (28515/42624) 333/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s421ms | Loss: 1.133 | Acc: 66.902% (28602/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s513ms | Loss: 1.133 | Acc: 66.896% (28685/42880) 335/391 
 [=======================================================>.........]  Step: 86ms | Tot: 30s600ms | Loss: 1.134 | Acc: 66.876% (28762/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s692ms | Loss: 1.134 | Acc: 66.872% (28846/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s784ms | Loss: 1.134 | Acc: 66.869% (28930/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 30s877ms | Loss: 1.135 | Acc: 66.860% (29012/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 30s969ms | Loss: 1.135 | Acc: 66.861% (29098/43520) 340/391 
 [========================================================>........]  Step: 87ms | Tot: 31s57ms | Loss: 1.135 | Acc: 66.844% (29176/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 31s149ms | Loss: 1.135 | Acc: 66.840% (29260/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s241ms | Loss: 1.135 | Acc: 66.839% (29345/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s334ms | Loss: 1.135 | Acc: 66.842% (29432/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s426ms | Loss: 1.136 | Acc: 66.818% (29507/44160) 345/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s513ms | Loss: 1.136 | Acc: 66.806% (29587/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s606ms | Loss: 1.138 | Acc: 66.775% (29659/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s698ms | Loss: 1.138 | Acc: 66.765% (29740/44544) 348/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s790ms | Loss: 1.138 | Acc: 66.764% (29825/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s882ms | Loss: 1.138 | Acc: 66.777% (29916/44800) 350/391 
 [==========================================================>......]  Step: 87ms | Tot: 31s970ms | Loss: 1.138 | Acc: 66.785% (30005/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s62ms | Loss: 1.139 | Acc: 66.768% (30083/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s154ms | Loss: 1.139 | Acc: 66.752% (30161/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s246ms | Loss: 1.139 | Acc: 66.720% (30232/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s339ms | Loss: 1.140 | Acc: 66.708% (30312/45440) 355/391 
 [===========================================================>.....]  Step: 87ms | Tot: 32s426ms | Loss: 1.140 | Acc: 66.694% (30391/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s519ms | Loss: 1.140 | Acc: 66.689% (30474/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s611ms | Loss: 1.140 | Acc: 66.679% (30555/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s704ms | Loss: 1.140 | Acc: 66.665% (30634/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s796ms | Loss: 1.141 | Acc: 66.660% (30717/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s889ms | Loss: 1.141 | Acc: 66.646% (30796/46208) 361/391 
 [============================================================>....]  Step: 86ms | Tot: 32s975ms | Loss: 1.141 | Acc: 66.616% (30867/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 33s67ms | Loss: 1.141 | Acc: 66.617% (30953/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s160ms | Loss: 1.141 | Acc: 66.619% (31039/46592) 364/391 
 [============================================================>....]  Step: 92ms | Tot: 33s252ms | Loss: 1.142 | Acc: 66.614% (31122/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 33s344ms | Loss: 1.142 | Acc: 66.605% (31203/46848) 366/391 
 [============================================================>....]  Step: 87ms | Tot: 33s432ms | Loss: 1.142 | Acc: 66.606% (31289/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s524ms | Loss: 1.143 | Acc: 66.593% (31368/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s617ms | Loss: 1.142 | Acc: 66.607% (31460/47232) 369/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s709ms | Loss: 1.142 | Acc: 66.605% (31544/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s801ms | Loss: 1.142 | Acc: 66.604% (31629/47488) 371/391 
 [=============================================================>...]  Step: 87ms | Tot: 33s888ms | Loss: 1.143 | Acc: 66.587% (31706/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s981ms | Loss: 1.144 | Acc: 66.572% (31784/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s73ms | Loss: 1.143 | Acc: 66.578% (31872/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s165ms | Loss: 1.144 | Acc: 66.565% (31951/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s258ms | Loss: 1.144 | Acc: 66.554% (32031/48128) 376/391 
 [==============================================================>..]  Step: 87ms | Tot: 34s345ms | Loss: 1.144 | Acc: 66.549% (32114/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s437ms | Loss: 1.144 | Acc: 66.539% (32194/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s530ms | Loss: 1.144 | Acc: 66.540% (32280/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s622ms | Loss: 1.144 | Acc: 66.528% (32359/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s714ms | Loss: 1.144 | Acc: 66.529% (32445/48768) 381/391 
 [===============================================================>.]  Step: 85ms | Tot: 34s800ms | Loss: 1.144 | Acc: 66.527% (32529/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s892ms | Loss: 1.144 | Acc: 66.543% (32622/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s985ms | Loss: 1.144 | Acc: 66.543% (32707/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s77ms | Loss: 1.143 | Acc: 66.565% (32803/49280) 385/391 
 [================================================================>]  Step: 92ms | Tot: 35s170ms | Loss: 1.144 | Acc: 66.544% (32878/49408) 386/391 
 [================================================================>]  Step: 93ms | Tot: 35s263ms | Loss: 1.143 | Acc: 66.566% (32974/49536) 387/391 
 [================================================================>]  Step: 90ms | Tot: 35s353ms | Loss: 1.143 | Acc: 66.563% (33058/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s446ms | Loss: 1.143 | Acc: 66.559% (33141/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s538ms | Loss: 1.143 | Acc: 66.560% (33227/49920) 390/391 
 [================================================================>]  Step: 66ms | Tot: 35s604ms | Loss: 1.143 | Acc: 66.562% (33281/50000) 391/391 
 [>................................................................]  Step: 157ms | Tot: 0ms | Loss: 1.641 | Acc: 60.000% (60/100)    1/100 
 [>................................................................]  Step: 28ms | Tot: 28ms | Loss: 1.719 | Acc: 60.500% (121/200)   2/100 
 [=>...............................................................]  Step: 25ms | Tot: 53ms | Loss: 1.632 | Acc: 58.333% (175/300)   3/100 
 [=>...............................................................]  Step: 26ms | Tot: 79ms | Loss: 1.670 | Acc: 57.250% (229/400)   4/100 
 [==>..............................................................]  Step: 25ms | Tot: 105ms | Loss: 1.721 | Acc: 55.400% (277/500)  5/100 
 [===>.............................................................]  Step: 25ms | Tot: 131ms | Loss: 1.825 | Acc: 54.500% (327/600)  6/100 
 [===>.............................................................]  Step: 25ms | Tot: 157ms | Loss: 1.792 | Acc: 54.571% (382/700)  7/100 
 [====>............................................................]  Step: 25ms | Tot: 183ms | Loss: 1.742 | Acc: 55.625% (445/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 208ms | Loss: 1.788 | Acc: 54.889% (494/900)  9/100 
 [=====>...........................................................]  Step: 26ms | Tot: 234ms | Loss: 1.780 | Acc: 54.500% (545/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 260ms | Loss: 1.774 | Acc: 54.455% (599/1100) 11/100 
 [=======>.........................................................]  Step: 19ms | Tot: 280ms | Loss: 1.776 | Acc: 54.333% (652/1200) 12/100 
 [=======>.........................................................]  Step: 25ms | Tot: 306ms | Loss: 1.764 | Acc: 54.538% (709/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 332ms | Loss: 1.768 | Acc: 54.000% (756/1400) 14/100 
 [=========>.......................................................]  Step: 26ms | Tot: 358ms | Loss: 1.771 | Acc: 54.067% (811/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 384ms | Loss: 1.783 | Acc: 53.438% (855/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 410ms | Loss: 1.791 | Acc: 53.353% (907/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 435ms | Loss: 1.793 | Acc: 53.056% (955/1800) 18/100 
 [===========>.....................................................]  Step: 26ms | Tot: 461ms | Loss: 1.784 | Acc: 53.263% (1012/1900) 19/100 
 [============>....................................................]  Step: 25ms | Tot: 487ms | Loss: 1.777 | Acc: 53.250% (1065/2000) 20/100 
 [=============>...................................................]  Step: 26ms | Tot: 513ms | Loss: 1.780 | Acc: 53.333% (1120/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 539ms | Loss: 1.784 | Acc: 53.455% (1176/2200) 22/100 
 [==============>..................................................]  Step: 25ms | Tot: 565ms | Loss: 1.778 | Acc: 53.609% (1233/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 591ms | Loss: 1.788 | Acc: 53.375% (1281/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 617ms | Loss: 1.786 | Acc: 53.400% (1335/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 643ms | Loss: 1.787 | Acc: 53.269% (1385/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 668ms | Loss: 1.785 | Acc: 53.370% (1441/2700) 27/100 
 [=================>...............................................]  Step: 23ms | Tot: 692ms | Loss: 1.782 | Acc: 53.393% (1495/2800) 28/100 
 [==================>..............................................]  Step: 23ms | Tot: 715ms | Loss: 1.785 | Acc: 53.310% (1546/2900) 29/100 
 [==================>..............................................]  Step: 26ms | Tot: 741ms | Loss: 1.790 | Acc: 53.300% (1599/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 767ms | Loss: 1.793 | Acc: 53.097% (1646/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 793ms | Loss: 1.779 | Acc: 53.312% (1706/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 819ms | Loss: 1.777 | Acc: 53.364% (1761/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 844ms | Loss: 1.781 | Acc: 53.088% (1805/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 870ms | Loss: 1.775 | Acc: 53.286% (1865/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 896ms | Loss: 1.780 | Acc: 53.222% (1916/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 922ms | Loss: 1.788 | Acc: 52.973% (1960/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 948ms | Loss: 1.779 | Acc: 53.105% (2018/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 974ms | Loss: 1.779 | Acc: 53.179% (2074/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 999ms | Loss: 1.771 | Acc: 53.400% (2136/4000) 40/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s25ms | Loss: 1.772 | Acc: 53.341% (2187/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s51ms | Loss: 1.773 | Acc: 53.452% (2245/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s77ms | Loss: 1.777 | Acc: 53.279% (2291/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s103ms | Loss: 1.779 | Acc: 53.295% (2345/4400) 44/100 
 [============================>....................................]  Step: 20ms | Tot: 1s123ms | Loss: 1.778 | Acc: 53.378% (2402/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s149ms | Loss: 1.778 | Acc: 53.391% (2456/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s175ms | Loss: 1.785 | Acc: 53.319% (2506/4700) 47/100 
 [==============================>..................................]  Step: 26ms | Tot: 1s201ms | Loss: 1.789 | Acc: 53.312% (2559/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s227ms | Loss: 1.799 | Acc: 53.245% (2609/4900) 49/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s253ms | Loss: 1.797 | Acc: 53.240% (2662/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s279ms | Loss: 1.796 | Acc: 53.333% (2720/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s305ms | Loss: 1.792 | Acc: 53.462% (2780/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s330ms | Loss: 1.790 | Acc: 53.547% (2838/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s356ms | Loss: 1.786 | Acc: 53.722% (2901/5400) 54/100 
 [===================================>.............................]  Step: 26ms | Tot: 1s382ms | Loss: 1.789 | Acc: 53.636% (2950/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s408ms | Loss: 1.785 | Acc: 53.714% (3008/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s434ms | Loss: 1.779 | Acc: 53.825% (3068/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s460ms | Loss: 1.778 | Acc: 53.914% (3127/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s486ms | Loss: 1.779 | Acc: 53.966% (3184/5900) 59/100 
 [======================================>..........................]  Step: 26ms | Tot: 1s512ms | Loss: 1.777 | Acc: 53.950% (3237/6000) 60/100 
 [=======================================>.........................]  Step: 21ms | Tot: 1s533ms | Loss: 1.776 | Acc: 54.000% (3294/6100) 61/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s559ms | Loss: 1.777 | Acc: 53.984% (3347/6200) 62/100 
 [========================================>........................]  Step: 28ms | Tot: 1s587ms | Loss: 1.777 | Acc: 53.952% (3399/6300) 63/100 
 [========================================>........................]  Step: 26ms | Tot: 1s613ms | Loss: 1.773 | Acc: 54.016% (3457/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s639ms | Loss: 1.771 | Acc: 54.015% (3511/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s665ms | Loss: 1.780 | Acc: 53.833% (3553/6600) 66/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s691ms | Loss: 1.776 | Acc: 53.925% (3613/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s717ms | Loss: 1.779 | Acc: 53.765% (3656/6800) 68/100 
 [============================================>....................]  Step: 25ms | Tot: 1s743ms | Loss: 1.781 | Acc: 53.797% (3712/6900) 69/100 
 [============================================>....................]  Step: 26ms | Tot: 1s769ms | Loss: 1.777 | Acc: 53.800% (3766/7000) 70/100 
 [=============================================>...................]  Step: 25ms | Tot: 1s794ms | Loss: 1.778 | Acc: 53.761% (3817/7100) 71/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s820ms | Loss: 1.779 | Acc: 53.819% (3875/7200) 72/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s846ms | Loss: 1.775 | Acc: 53.918% (3936/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s872ms | Loss: 1.780 | Acc: 53.730% (3976/7400) 74/100 
 [================================================>................]  Step: 25ms | Tot: 1s898ms | Loss: 1.785 | Acc: 53.720% (4029/7500) 75/100 
 [================================================>................]  Step: 26ms | Tot: 1s924ms | Loss: 1.784 | Acc: 53.711% (4082/7600) 76/100 
 [=================================================>...............]  Step: 21ms | Tot: 1s946ms | Loss: 1.785 | Acc: 53.688% (4134/7700) 77/100 
 [==================================================>..............]  Step: 27ms | Tot: 1s973ms | Loss: 1.790 | Acc: 53.679% (4187/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 1s998ms | Loss: 1.792 | Acc: 53.646% (4238/7900) 79/100 
 [===================================================>.............]  Step: 25ms | Tot: 2s24ms | Loss: 1.794 | Acc: 53.525% (4282/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s50ms | Loss: 1.797 | Acc: 53.469% (4331/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s76ms | Loss: 1.799 | Acc: 53.439% (4382/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s102ms | Loss: 1.796 | Acc: 53.446% (4436/8300) 83/100 
 [=====================================================>...........]  Step: 26ms | Tot: 2s128ms | Loss: 1.794 | Acc: 53.524% (4496/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s154ms | Loss: 1.790 | Acc: 53.541% (4551/8500) 85/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s179ms | Loss: 1.786 | Acc: 53.535% (4604/8600) 86/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s205ms | Loss: 1.789 | Acc: 53.494% (4654/8700) 87/100 
 [========================================================>........]  Step: 25ms | Tot: 2s231ms | Loss: 1.786 | Acc: 53.557% (4713/8800) 88/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s257ms | Loss: 1.790 | Acc: 53.483% (4760/8900) 89/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s283ms | Loss: 1.788 | Acc: 53.511% (4816/9000) 90/100 
 [==========================================================>......]  Step: 25ms | Tot: 2s309ms | Loss: 1.792 | Acc: 53.484% (4867/9100) 91/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s335ms | Loss: 1.791 | Acc: 53.533% (4925/9200) 92/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s360ms | Loss: 1.789 | Acc: 53.581% (4983/9300) 93/100 
 [============================================================>....]  Step: 23ms | Tot: 2s384ms | Loss: 1.787 | Acc: 53.649% (5043/9400) 94/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s410ms | Loss: 1.789 | Acc: 53.642% (5096/9500) 95/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s435ms | Loss: 1.787 | Acc: 53.688% (5154/9600) 96/100 
 [==============================================================>..]  Step: 25ms | Tot: 2s461ms | Loss: 1.785 | Acc: 53.660% (5205/9700) 97/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s487ms | Loss: 1.785 | Acc: 53.643% (5257/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s513ms | Loss: 1.787 | Acc: 53.576% (5304/9900) 99/100 
 [================================================================>]  Step: 25ms | Tot: 2s539ms | Loss: 1.786 | Acc: 53.620% (5362/10000) 100/100 

Epoch: 23
 [>................................................................]  Step: 277ms | Tot: 0ms | Loss: 1.033 | Acc: 65.625% (84/128)    1/391 
 [>................................................................]  Step: 92ms | Tot: 92ms | Loss: 0.973 | Acc: 69.141% (177/256)   2/391 
 [>................................................................]  Step: 94ms | Tot: 187ms | Loss: 1.092 | Acc: 67.708% (260/384)  3/391 
 [>................................................................]  Step: 92ms | Tot: 280ms | Loss: 1.147 | Acc: 66.797% (342/512)  4/391 
 [>................................................................]  Step: 88ms | Tot: 368ms | Loss: 1.108 | Acc: 68.750% (440/640)  5/391 
 [>................................................................]  Step: 92ms | Tot: 460ms | Loss: 1.098 | Acc: 69.010% (530/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 552ms | Loss: 1.123 | Acc: 68.080% (610/896)  7/391 
 [=>...............................................................]  Step: 92ms | Tot: 645ms | Loss: 1.099 | Acc: 68.555% (702/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 737ms | Loss: 1.091 | Acc: 68.142% (785/1152) 9/391 
 [=>...............................................................]  Step: 86ms | Tot: 824ms | Loss: 1.106 | Acc: 67.578% (865/1280) 10/391 
 [=>...............................................................]  Step: 92ms | Tot: 916ms | Loss: 1.107 | Acc: 68.040% (958/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s8ms | Loss: 1.102 | Acc: 68.034% (1045/1536) 12/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s101ms | Loss: 1.097 | Acc: 68.209% (1135/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s193ms | Loss: 1.090 | Acc: 68.471% (1227/1792) 14/391 
 [==>..............................................................]  Step: 87ms | Tot: 1s281ms | Loss: 1.098 | Acc: 67.917% (1304/1920) 15/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s373ms | Loss: 1.110 | Acc: 67.578% (1384/2048) 16/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s465ms | Loss: 1.104 | Acc: 67.785% (1475/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s557ms | Loss: 1.098 | Acc: 67.882% (1564/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s650ms | Loss: 1.094 | Acc: 67.928% (1652/2432) 19/391 
 [===>.............................................................]  Step: 87ms | Tot: 1s737ms | Loss: 1.085 | Acc: 68.242% (1747/2560) 20/391 
 [===>.............................................................]  Step: 94ms | Tot: 1s832ms | Loss: 1.083 | Acc: 68.490% (1841/2688) 21/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s924ms | Loss: 1.076 | Acc: 68.679% (1934/2816) 22/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s17ms | Loss: 1.082 | Acc: 68.512% (2017/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s109ms | Loss: 1.078 | Acc: 68.620% (2108/3072) 24/391 
 [===>.............................................................]  Step: 87ms | Tot: 2s197ms | Loss: 1.077 | Acc: 68.719% (2199/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s289ms | Loss: 1.069 | Acc: 68.930% (2294/3328) 26/391 
 [====>............................................................]  Step: 92ms | Tot: 2s382ms | Loss: 1.067 | Acc: 68.808% (2378/3456) 27/391 
 [====>............................................................]  Step: 92ms | Tot: 2s474ms | Loss: 1.069 | Acc: 68.862% (2468/3584) 28/391 
 [====>............................................................]  Step: 92ms | Tot: 2s567ms | Loss: 1.064 | Acc: 68.992% (2561/3712) 29/391 
 [====>............................................................]  Step: 90ms | Tot: 2s657ms | Loss: 1.057 | Acc: 69.062% (2652/3840) 30/391 
 [====>............................................................]  Step: 90ms | Tot: 2s748ms | Loss: 1.060 | Acc: 69.052% (2740/3968) 31/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s840ms | Loss: 1.071 | Acc: 68.823% (2819/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s933ms | Loss: 1.069 | Acc: 68.916% (2911/4224) 33/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s25ms | Loss: 1.069 | Acc: 68.888% (2998/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s117ms | Loss: 1.065 | Acc: 69.085% (3095/4480) 35/391 
 [=====>...........................................................]  Step: 86ms | Tot: 3s204ms | Loss: 1.060 | Acc: 69.271% (3192/4608) 36/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s296ms | Loss: 1.060 | Acc: 69.320% (3283/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s388ms | Loss: 1.057 | Acc: 69.449% (3378/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s481ms | Loss: 1.056 | Acc: 69.571% (3473/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s573ms | Loss: 1.059 | Acc: 69.453% (3556/5120) 40/391 
 [======>..........................................................]  Step: 87ms | Tot: 3s661ms | Loss: 1.059 | Acc: 69.436% (3644/5248) 41/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s753ms | Loss: 1.052 | Acc: 69.606% (3742/5376) 42/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s846ms | Loss: 1.052 | Acc: 69.586% (3830/5504) 43/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s938ms | Loss: 1.053 | Acc: 69.567% (3918/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s30ms | Loss: 1.048 | Acc: 69.774% (4019/5760) 45/391 
 [=======>.........................................................]  Step: 87ms | Tot: 4s118ms | Loss: 1.046 | Acc: 69.786% (4109/5888) 46/391 
 [=======>.........................................................]  Step: 94ms | Tot: 4s212ms | Loss: 1.041 | Acc: 69.963% (4209/6016) 47/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s304ms | Loss: 1.039 | Acc: 70.068% (4305/6144) 48/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s397ms | Loss: 1.037 | Acc: 70.137% (4399/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s489ms | Loss: 1.034 | Acc: 70.141% (4489/6400) 50/391 
 [========>........................................................]  Step: 87ms | Tot: 4s577ms | Loss: 1.034 | Acc: 70.037% (4572/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s669ms | Loss: 1.032 | Acc: 69.997% (4659/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 4s762ms | Loss: 1.031 | Acc: 70.062% (4753/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s854ms | Loss: 1.033 | Acc: 70.009% (4839/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s946ms | Loss: 1.034 | Acc: 70.014% (4929/7040) 55/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s34ms | Loss: 1.035 | Acc: 70.020% (5019/7168) 56/391 
 [=========>.......................................................]  Step: 90ms | Tot: 5s124ms | Loss: 1.034 | Acc: 70.093% (5114/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s216ms | Loss: 1.033 | Acc: 70.110% (5205/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s309ms | Loss: 1.036 | Acc: 70.061% (5291/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s401ms | Loss: 1.035 | Acc: 70.078% (5382/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s493ms | Loss: 1.036 | Acc: 70.031% (5468/7808) 61/391 
 [==========>......................................................]  Step: 88ms | Tot: 5s581ms | Loss: 1.040 | Acc: 69.909% (5548/7936) 62/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s674ms | Loss: 1.040 | Acc: 69.953% (5641/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s766ms | Loss: 1.043 | Acc: 69.849% (5722/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s859ms | Loss: 1.043 | Acc: 69.892% (5815/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s951ms | Loss: 1.041 | Acc: 69.910% (5906/8448) 66/391 
 [==========>......................................................]  Step: 86ms | Tot: 6s37ms | Loss: 1.041 | Acc: 69.939% (5998/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s130ms | Loss: 1.041 | Acc: 69.922% (6086/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s222ms | Loss: 1.041 | Acc: 69.939% (6177/8832) 69/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s314ms | Loss: 1.041 | Acc: 69.944% (6267/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s407ms | Loss: 1.043 | Acc: 69.916% (6354/9088) 71/391 
 [===========>.....................................................]  Step: 85ms | Tot: 6s492ms | Loss: 1.045 | Acc: 69.813% (6434/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s585ms | Loss: 1.045 | Acc: 69.799% (6522/9344) 73/391 
 [============>....................................................]  Step: 92ms | Tot: 6s677ms | Loss: 1.044 | Acc: 69.827% (6614/9472) 74/391 
 [============>....................................................]  Step: 92ms | Tot: 6s770ms | Loss: 1.046 | Acc: 69.771% (6698/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s862ms | Loss: 1.044 | Acc: 69.799% (6790/9728) 76/391 
 [============>....................................................]  Step: 87ms | Tot: 6s950ms | Loss: 1.046 | Acc: 69.744% (6874/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 7s42ms | Loss: 1.048 | Acc: 69.671% (6956/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 7s134ms | Loss: 1.048 | Acc: 69.660% (7044/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s226ms | Loss: 1.049 | Acc: 69.619% (7129/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s319ms | Loss: 1.049 | Acc: 69.618% (7218/10368) 81/391 
 [=============>...................................................]  Step: 91ms | Tot: 7s411ms | Loss: 1.049 | Acc: 69.617% (7307/10496) 82/391 
 [=============>...................................................]  Step: 90ms | Tot: 7s502ms | Loss: 1.051 | Acc: 69.569% (7391/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s594ms | Loss: 1.051 | Acc: 69.568% (7480/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s686ms | Loss: 1.054 | Acc: 69.504% (7562/10880) 85/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s778ms | Loss: 1.057 | Acc: 69.449% (7645/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s870ms | Loss: 1.056 | Acc: 69.450% (7734/11136) 87/391 
 [==============>..................................................]  Step: 87ms | Tot: 7s958ms | Loss: 1.056 | Acc: 69.460% (7824/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s51ms | Loss: 1.057 | Acc: 69.400% (7906/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s143ms | Loss: 1.056 | Acc: 69.392% (7994/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s235ms | Loss: 1.059 | Acc: 69.299% (8072/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s328ms | Loss: 1.064 | Acc: 69.175% (8146/11776) 92/391 
 [===============>.................................................]  Step: 86ms | Tot: 8s414ms | Loss: 1.062 | Acc: 69.262% (8245/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s506ms | Loss: 1.063 | Acc: 69.274% (8335/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s599ms | Loss: 1.066 | Acc: 69.235% (8419/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s691ms | Loss: 1.066 | Acc: 69.198% (8503/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s783ms | Loss: 1.065 | Acc: 69.233% (8596/12416) 97/391 
 [================>................................................]  Step: 87ms | Tot: 8s871ms | Loss: 1.065 | Acc: 69.204% (8681/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s963ms | Loss: 1.064 | Acc: 69.200% (8769/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 9s56ms | Loss: 1.064 | Acc: 69.203% (8858/12800) 100/391 
 [================>................................................]  Step: 92ms | Tot: 9s148ms | Loss: 1.064 | Acc: 69.199% (8946/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s240ms | Loss: 1.064 | Acc: 69.164% (9030/13056) 102/391 
 [================>................................................]  Step: 87ms | Tot: 9s328ms | Loss: 1.065 | Acc: 69.144% (9116/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s420ms | Loss: 1.067 | Acc: 69.096% (9198/13312) 104/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s513ms | Loss: 1.065 | Acc: 69.092% (9286/13440) 105/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s605ms | Loss: 1.065 | Acc: 69.096% (9375/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s698ms | Loss: 1.065 | Acc: 69.086% (9462/13696) 107/391 
 [=================>...............................................]  Step: 90ms | Tot: 9s788ms | Loss: 1.066 | Acc: 69.097% (9552/13824) 108/391 
 [=================>...............................................]  Step: 91ms | Tot: 9s879ms | Loss: 1.065 | Acc: 69.137% (9646/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s971ms | Loss: 1.064 | Acc: 69.155% (9737/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s63ms | Loss: 1.065 | Acc: 69.158% (9826/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s156ms | Loss: 1.066 | Acc: 69.120% (9909/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s248ms | Loss: 1.067 | Acc: 69.075% (9991/14464) 113/391 
 [==================>..............................................]  Step: 85ms | Tot: 10s334ms | Loss: 1.067 | Acc: 69.045% (10075/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s426ms | Loss: 1.069 | Acc: 68.988% (10155/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s518ms | Loss: 1.068 | Acc: 69.019% (10248/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s610ms | Loss: 1.069 | Acc: 68.990% (10332/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s703ms | Loss: 1.070 | Acc: 68.962% (10416/15104) 118/391 
 [===================>.............................................]  Step: 87ms | Tot: 10s790ms | Loss: 1.071 | Acc: 68.967% (10505/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s883ms | Loss: 1.071 | Acc: 68.978% (10595/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s975ms | Loss: 1.070 | Acc: 69.066% (10697/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 11s67ms | Loss: 1.069 | Acc: 69.064% (10785/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 11s160ms | Loss: 1.069 | Acc: 69.049% (10871/15744) 123/391 
 [====================>............................................]  Step: 87ms | Tot: 11s247ms | Loss: 1.070 | Acc: 69.021% (10955/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s339ms | Loss: 1.069 | Acc: 69.050% (11048/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 11s432ms | Loss: 1.070 | Acc: 69.048% (11136/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 11s524ms | Loss: 1.069 | Acc: 69.058% (11226/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s616ms | Loss: 1.068 | Acc: 69.080% (11318/16384) 128/391 
 [=====================>...........................................]  Step: 87ms | Tot: 11s704ms | Loss: 1.067 | Acc: 69.089% (11408/16512) 129/391 
 [=====================>...........................................]  Step: 94ms | Tot: 11s799ms | Loss: 1.068 | Acc: 69.062% (11492/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s891ms | Loss: 1.070 | Acc: 69.000% (11570/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s983ms | Loss: 1.071 | Acc: 68.957% (11651/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 12s76ms | Loss: 1.071 | Acc: 68.950% (11738/17024) 133/391 
 [======================>..........................................]  Step: 88ms | Tot: 12s164ms | Loss: 1.071 | Acc: 68.942% (11825/17152) 134/391 
 [======================>..........................................]  Step: 90ms | Tot: 12s254ms | Loss: 1.071 | Acc: 68.918% (11909/17280) 135/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s347ms | Loss: 1.072 | Acc: 68.882% (11991/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s439ms | Loss: 1.073 | Acc: 68.841% (12072/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s531ms | Loss: 1.073 | Acc: 68.812% (12155/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s623ms | Loss: 1.074 | Acc: 68.784% (12238/17792) 139/391 
 [=======================>.........................................]  Step: 86ms | Tot: 12s710ms | Loss: 1.075 | Acc: 68.722% (12315/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s802ms | Loss: 1.078 | Acc: 68.634% (12387/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s894ms | Loss: 1.079 | Acc: 68.568% (12463/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s986ms | Loss: 1.080 | Acc: 68.537% (12545/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s79ms | Loss: 1.080 | Acc: 68.511% (12628/18432) 144/391 
 [=======================>.........................................]  Step: 87ms | Tot: 13s167ms | Loss: 1.081 | Acc: 68.470% (12708/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s259ms | Loss: 1.081 | Acc: 68.488% (12799/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 13s351ms | Loss: 1.082 | Acc: 68.490% (12887/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 13s444ms | Loss: 1.081 | Acc: 68.507% (12978/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s536ms | Loss: 1.082 | Acc: 68.514% (13067/19072) 149/391 
 [========================>........................................]  Step: 87ms | Tot: 13s624ms | Loss: 1.083 | Acc: 68.500% (13152/19200) 150/391 
 [========================>........................................]  Step: 94ms | Tot: 13s718ms | Loss: 1.085 | Acc: 68.440% (13228/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s810ms | Loss: 1.086 | Acc: 68.385% (13305/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s903ms | Loss: 1.086 | Acc: 68.352% (13386/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s995ms | Loss: 1.085 | Acc: 68.364% (13476/19712) 154/391 
 [=========================>.......................................]  Step: 87ms | Tot: 14s83ms | Loss: 1.087 | Acc: 68.317% (13554/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s175ms | Loss: 1.086 | Acc: 68.314% (13641/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s268ms | Loss: 1.086 | Acc: 68.337% (13733/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s360ms | Loss: 1.086 | Acc: 68.305% (13814/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s452ms | Loss: 1.085 | Acc: 68.342% (13909/20352) 159/391 
 [==========================>......................................]  Step: 88ms | Tot: 14s541ms | Loss: 1.085 | Acc: 68.330% (13994/20480) 160/391 
 [==========================>......................................]  Step: 90ms | Tot: 14s632ms | Loss: 1.086 | Acc: 68.323% (14080/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s724ms | Loss: 1.087 | Acc: 68.306% (14164/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s816ms | Loss: 1.088 | Acc: 68.252% (14240/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s909ms | Loss: 1.088 | Acc: 68.264% (14330/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s1ms | Loss: 1.089 | Acc: 68.239% (14412/21120) 165/391 
 [===========================>.....................................]  Step: 88ms | Tot: 15s89ms | Loss: 1.089 | Acc: 68.237% (14499/21248) 166/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s182ms | Loss: 1.090 | Acc: 68.226% (14584/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s274ms | Loss: 1.091 | Acc: 68.215% (14669/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s366ms | Loss: 1.091 | Acc: 68.200% (14753/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s459ms | Loss: 1.089 | Acc: 68.235% (14848/21760) 170/391 
 [============================>....................................]  Step: 86ms | Tot: 15s545ms | Loss: 1.090 | Acc: 68.206% (14929/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s637ms | Loss: 1.091 | Acc: 68.164% (15007/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 15s729ms | Loss: 1.091 | Acc: 68.158% (15093/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 15s822ms | Loss: 1.092 | Acc: 68.126% (15173/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s914ms | Loss: 1.093 | Acc: 68.094% (15253/22400) 175/391 
 [=============================>...................................]  Step: 87ms | Tot: 16s2ms | Loss: 1.094 | Acc: 68.102% (15342/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s94ms | Loss: 1.094 | Acc: 68.088% (15426/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s187ms | Loss: 1.095 | Acc: 68.065% (15508/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s279ms | Loss: 1.095 | Acc: 68.069% (15596/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s371ms | Loss: 1.095 | Acc: 68.086% (15687/23040) 180/391 
 [=============================>...................................]  Step: 87ms | Tot: 16s458ms | Loss: 1.095 | Acc: 68.072% (15771/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s551ms | Loss: 1.096 | Acc: 68.059% (15855/23296) 182/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s643ms | Loss: 1.095 | Acc: 68.088% (15949/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s736ms | Loss: 1.095 | Acc: 68.066% (16031/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s828ms | Loss: 1.095 | Acc: 68.057% (16116/23680) 185/391 
 [==============================>..................................]  Step: 90ms | Tot: 16s919ms | Loss: 1.096 | Acc: 68.028% (16196/23808) 186/391 
 [==============================>..................................]  Step: 90ms | Tot: 17s9ms | Loss: 1.095 | Acc: 68.036% (16285/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s101ms | Loss: 1.096 | Acc: 67.985% (16360/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s194ms | Loss: 1.097 | Acc: 67.952% (16439/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s286ms | Loss: 1.096 | Acc: 67.973% (16531/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s378ms | Loss: 1.097 | Acc: 67.961% (16615/24448) 191/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s466ms | Loss: 1.096 | Acc: 67.973% (16705/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s558ms | Loss: 1.096 | Acc: 67.969% (16791/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s650ms | Loss: 1.097 | Acc: 67.945% (16872/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 17s743ms | Loss: 1.098 | Acc: 67.925% (16954/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s835ms | Loss: 1.098 | Acc: 67.921% (17040/25088) 196/391 
 [================================>................................]  Step: 85ms | Tot: 17s921ms | Loss: 1.099 | Acc: 67.901% (17122/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 18s13ms | Loss: 1.099 | Acc: 67.894% (17207/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 18s105ms | Loss: 1.100 | Acc: 67.902% (17296/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s198ms | Loss: 1.100 | Acc: 67.875% (17376/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s290ms | Loss: 1.101 | Acc: 67.833% (17452/25728) 201/391 
 [=================================>...............................]  Step: 87ms | Tot: 18s377ms | Loss: 1.100 | Acc: 67.864% (17547/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s469ms | Loss: 1.102 | Acc: 67.830% (17625/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s561ms | Loss: 1.102 | Acc: 67.796% (17703/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s654ms | Loss: 1.102 | Acc: 67.820% (17796/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s746ms | Loss: 1.102 | Acc: 67.844% (17889/26368) 206/391 
 [==================================>..............................]  Step: 87ms | Tot: 18s834ms | Loss: 1.101 | Acc: 67.859% (17980/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s926ms | Loss: 1.103 | Acc: 67.830% (18059/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s18ms | Loss: 1.103 | Acc: 67.812% (18141/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s110ms | Loss: 1.103 | Acc: 67.842% (18236/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s203ms | Loss: 1.103 | Acc: 67.810% (18314/27008) 211/391 
 [===================================>.............................]  Step: 89ms | Tot: 19s292ms | Loss: 1.103 | Acc: 67.836% (18408/27136) 212/391 
 [===================================>.............................]  Step: 90ms | Tot: 19s383ms | Loss: 1.103 | Acc: 67.822% (18491/27264) 213/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s475ms | Loss: 1.103 | Acc: 67.826% (18579/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s567ms | Loss: 1.103 | Acc: 67.809% (18661/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s659ms | Loss: 1.103 | Acc: 67.802% (18746/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s752ms | Loss: 1.103 | Acc: 67.807% (18834/27776) 217/391 
 [====================================>............................]  Step: 87ms | Tot: 19s840ms | Loss: 1.103 | Acc: 67.811% (18922/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 19s932ms | Loss: 1.103 | Acc: 67.837% (19016/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 20s24ms | Loss: 1.103 | Acc: 67.802% (19093/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 20s117ms | Loss: 1.102 | Acc: 67.845% (19192/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 20s209ms | Loss: 1.103 | Acc: 67.849% (19280/28416) 222/391 
 [====================================>............................]  Step: 87ms | Tot: 20s297ms | Loss: 1.103 | Acc: 67.857% (19369/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s389ms | Loss: 1.104 | Acc: 67.826% (19447/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s482ms | Loss: 1.105 | Acc: 67.851% (19541/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s574ms | Loss: 1.105 | Acc: 67.862% (19631/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s666ms | Loss: 1.105 | Acc: 67.862% (19718/29056) 227/391 
 [=====================================>...........................]  Step: 87ms | Tot: 20s753ms | Loss: 1.106 | Acc: 67.845% (19800/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s846ms | Loss: 1.107 | Acc: 67.815% (19878/29312) 229/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s938ms | Loss: 1.107 | Acc: 67.826% (19968/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s30ms | Loss: 1.107 | Acc: 67.840% (20059/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s123ms | Loss: 1.107 | Acc: 67.841% (20146/29696) 232/391 
 [======================================>..........................]  Step: 87ms | Tot: 21s210ms | Loss: 1.107 | Acc: 67.825% (20228/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s303ms | Loss: 1.107 | Acc: 67.832% (20317/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s395ms | Loss: 1.107 | Acc: 67.816% (20399/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s487ms | Loss: 1.108 | Acc: 67.783% (20476/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s579ms | Loss: 1.108 | Acc: 67.784% (20563/30336) 237/391 
 [=======================================>.........................]  Step: 87ms | Tot: 21s666ms | Loss: 1.108 | Acc: 67.778% (20648/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s759ms | Loss: 1.109 | Acc: 67.746% (20725/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s851ms | Loss: 1.109 | Acc: 67.744% (20811/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s943ms | Loss: 1.110 | Acc: 67.726% (20892/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 22s36ms | Loss: 1.110 | Acc: 67.717% (20976/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 22s128ms | Loss: 1.110 | Acc: 67.753% (21074/31104) 243/391 
 [========================================>........................]  Step: 85ms | Tot: 22s214ms | Loss: 1.111 | Acc: 67.697% (21143/31232) 244/391 
 [========================================>........................]  Step: 92ms | Tot: 22s306ms | Loss: 1.112 | Acc: 67.688% (21227/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 22s399ms | Loss: 1.112 | Acc: 67.677% (21310/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 22s491ms | Loss: 1.112 | Acc: 67.687% (21400/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s584ms | Loss: 1.112 | Acc: 67.676% (21483/31744) 248/391 
 [=========================================>.......................]  Step: 86ms | Tot: 22s670ms | Loss: 1.112 | Acc: 67.693% (21575/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s762ms | Loss: 1.111 | Acc: 67.697% (21663/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s855ms | Loss: 1.112 | Acc: 67.686% (21746/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s947ms | Loss: 1.113 | Acc: 67.662% (21825/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 23s39ms | Loss: 1.112 | Acc: 67.675% (21916/32384) 253/391 
 [==========================================>......................]  Step: 87ms | Tot: 23s127ms | Loss: 1.112 | Acc: 67.677% (22003/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s220ms | Loss: 1.112 | Acc: 67.693% (22095/32640) 255/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s312ms | Loss: 1.113 | Acc: 67.670% (22174/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s404ms | Loss: 1.113 | Acc: 67.634% (22249/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s496ms | Loss: 1.113 | Acc: 67.651% (22341/33024) 258/391 
 [==========================================>......................]  Step: 87ms | Tot: 23s584ms | Loss: 1.113 | Acc: 67.628% (22420/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s676ms | Loss: 1.113 | Acc: 67.653% (22515/33280) 260/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s769ms | Loss: 1.111 | Acc: 67.675% (22609/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s861ms | Loss: 1.111 | Acc: 67.659% (22690/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s953ms | Loss: 1.111 | Acc: 67.654% (22775/33664) 263/391 
 [===========================================>.....................]  Step: 89ms | Tot: 24s43ms | Loss: 1.111 | Acc: 67.655% (22862/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 24s135ms | Loss: 1.111 | Acc: 67.665% (22952/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 24s228ms | Loss: 1.111 | Acc: 67.666% (23039/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 24s321ms | Loss: 1.112 | Acc: 67.673% (23128/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 24s413ms | Loss: 1.111 | Acc: 67.677% (23216/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s506ms | Loss: 1.112 | Acc: 67.673% (23301/34432) 269/391 
 [============================================>....................]  Step: 86ms | Tot: 24s592ms | Loss: 1.112 | Acc: 67.671% (23387/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 24s684ms | Loss: 1.112 | Acc: 67.649% (23466/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s776ms | Loss: 1.113 | Acc: 67.627% (23545/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s868ms | Loss: 1.112 | Acc: 67.640% (23636/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s961ms | Loss: 1.112 | Acc: 67.629% (23719/35072) 274/391 
 [=============================================>...................]  Step: 87ms | Tot: 25s48ms | Loss: 1.112 | Acc: 67.636% (23808/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s140ms | Loss: 1.112 | Acc: 67.635% (23894/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s233ms | Loss: 1.112 | Acc: 67.613% (23973/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s325ms | Loss: 1.112 | Acc: 67.609% (24058/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s417ms | Loss: 1.112 | Acc: 67.644% (24157/35712) 279/391 
 [==============================================>..................]  Step: 87ms | Tot: 25s505ms | Loss: 1.112 | Acc: 67.667% (24252/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s597ms | Loss: 1.111 | Acc: 67.677% (24342/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s689ms | Loss: 1.112 | Acc: 67.681% (24430/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s782ms | Loss: 1.111 | Acc: 67.684% (24518/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s874ms | Loss: 1.111 | Acc: 67.685% (24605/36352) 284/391 
 [===============================================>.................]  Step: 88ms | Tot: 25s962ms | Loss: 1.111 | Acc: 67.681% (24690/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s55ms | Loss: 1.111 | Acc: 67.685% (24778/36608) 286/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s147ms | Loss: 1.110 | Acc: 67.705% (24872/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s239ms | Loss: 1.111 | Acc: 67.660% (24942/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s332ms | Loss: 1.112 | Acc: 67.628% (25017/36992) 289/391 
 [================================================>................]  Step: 88ms | Tot: 26s420ms | Loss: 1.112 | Acc: 67.616% (25099/37120) 290/391 
 [================================================>................]  Step: 89ms | Tot: 26s510ms | Loss: 1.114 | Acc: 67.574% (25170/37248) 291/391 
 [================================================>................]  Step: 92ms | Tot: 26s603ms | Loss: 1.114 | Acc: 67.573% (25256/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 26s695ms | Loss: 1.115 | Acc: 67.545% (25332/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 26s787ms | Loss: 1.115 | Acc: 67.538% (25416/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s879ms | Loss: 1.116 | Acc: 67.513% (25493/37760) 295/391 
 [=================================================>...............]  Step: 87ms | Tot: 26s967ms | Loss: 1.116 | Acc: 67.517% (25581/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s60ms | Loss: 1.116 | Acc: 67.527% (25671/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s152ms | Loss: 1.116 | Acc: 67.505% (25749/38144) 298/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s244ms | Loss: 1.116 | Acc: 67.509% (25837/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s336ms | Loss: 1.116 | Acc: 67.500% (25920/38400) 300/391 
 [=================================================>...............]  Step: 87ms | Tot: 27s424ms | Loss: 1.116 | Acc: 67.520% (26014/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s516ms | Loss: 1.115 | Acc: 67.542% (26109/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s609ms | Loss: 1.115 | Acc: 67.541% (26195/38784) 303/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s701ms | Loss: 1.115 | Acc: 67.547% (26284/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s793ms | Loss: 1.116 | Acc: 67.546% (26370/39040) 305/391 
 [==================================================>..............]  Step: 85ms | Tot: 27s879ms | Loss: 1.116 | Acc: 67.532% (26451/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s972ms | Loss: 1.115 | Acc: 67.544% (26542/39296) 307/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s64ms | Loss: 1.116 | Acc: 67.525% (26621/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s156ms | Loss: 1.116 | Acc: 67.534% (26711/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s249ms | Loss: 1.115 | Acc: 67.548% (26803/39680) 310/391 
 [===================================================>.............]  Step: 87ms | Tot: 28s336ms | Loss: 1.115 | Acc: 67.547% (26889/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s429ms | Loss: 1.114 | Acc: 67.561% (26981/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s522ms | Loss: 1.114 | Acc: 67.554% (27065/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 28s614ms | Loss: 1.114 | Acc: 67.568% (27157/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 28s706ms | Loss: 1.115 | Acc: 67.552% (27237/40320) 315/391 
 [====================================================>............]  Step: 90ms | Tot: 28s797ms | Loss: 1.114 | Acc: 67.568% (27330/40448) 316/391 
 [====================================================>............]  Step: 93ms | Tot: 28s890ms | Loss: 1.115 | Acc: 67.567% (27416/40576) 317/391 
 [====================================================>............]  Step: 92ms | Tot: 28s983ms | Loss: 1.115 | Acc: 67.576% (27506/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 29s75ms | Loss: 1.114 | Acc: 67.587% (27597/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s167ms | Loss: 1.115 | Acc: 67.568% (27676/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s260ms | Loss: 1.115 | Acc: 67.560% (27759/41088) 321/391 
 [=====================================================>...........]  Step: 86ms | Tot: 29s346ms | Loss: 1.116 | Acc: 67.542% (27838/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s438ms | Loss: 1.116 | Acc: 67.533% (27921/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s531ms | Loss: 1.117 | Acc: 67.506% (27996/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s623ms | Loss: 1.117 | Acc: 67.510% (28084/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s715ms | Loss: 1.117 | Acc: 67.509% (28170/41728) 326/391 
 [======================================================>..........]  Step: 87ms | Tot: 29s803ms | Loss: 1.116 | Acc: 67.522% (28262/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s895ms | Loss: 1.117 | Acc: 67.519% (28347/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s987ms | Loss: 1.117 | Acc: 67.510% (28430/42112) 329/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s80ms | Loss: 1.117 | Acc: 67.528% (28524/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 30s172ms | Loss: 1.117 | Acc: 67.506% (28601/42368) 331/391 
 [=======================================================>.........]  Step: 87ms | Tot: 30s260ms | Loss: 1.117 | Acc: 67.489% (28680/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s352ms | Loss: 1.117 | Acc: 67.481% (28763/42624) 333/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s444ms | Loss: 1.117 | Acc: 67.478% (28848/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s537ms | Loss: 1.117 | Acc: 67.481% (28936/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s629ms | Loss: 1.117 | Acc: 67.480% (29022/43008) 336/391 
 [=======================================================>.........]  Step: 87ms | Tot: 30s717ms | Loss: 1.116 | Acc: 67.484% (29110/43136) 337/391 
 [========================================================>........]  Step: 94ms | Tot: 30s811ms | Loss: 1.117 | Acc: 67.474% (29192/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 30s903ms | Loss: 1.116 | Acc: 67.471% (29277/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 30s996ms | Loss: 1.117 | Acc: 67.463% (29360/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 31s89ms | Loss: 1.117 | Acc: 67.435% (29434/43648) 341/391 
 [========================================================>........]  Step: 86ms | Tot: 31s175ms | Loss: 1.117 | Acc: 67.446% (29525/43776) 342/391 
 [========================================================>........]  Step: 94ms | Tot: 31s269ms | Loss: 1.117 | Acc: 67.440% (29609/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s362ms | Loss: 1.118 | Acc: 67.428% (29690/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s454ms | Loss: 1.118 | Acc: 67.416% (29771/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s546ms | Loss: 1.119 | Acc: 67.393% (29847/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s638ms | Loss: 1.119 | Acc: 67.377% (29926/44416) 347/391 
 [=========================================================>.......]  Step: 86ms | Tot: 31s724ms | Loss: 1.119 | Acc: 67.372% (30010/44544) 348/391 
 [=========================================================>.......]  Step: 94ms | Tot: 31s819ms | Loss: 1.119 | Acc: 67.367% (30094/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s911ms | Loss: 1.120 | Acc: 67.348% (30172/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s4ms | Loss: 1.120 | Acc: 67.350% (30259/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s96ms | Loss: 1.121 | Acc: 67.341% (30341/45056) 352/391 
 [==========================================================>......]  Step: 86ms | Tot: 32s182ms | Loss: 1.121 | Acc: 67.342% (30428/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s275ms | Loss: 1.121 | Acc: 67.342% (30514/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s367ms | Loss: 1.121 | Acc: 67.337% (30598/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s459ms | Loss: 1.122 | Acc: 67.324% (30678/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s551ms | Loss: 1.122 | Acc: 67.319% (30762/45696) 357/391 
 [===========================================================>.....]  Step: 87ms | Tot: 32s639ms | Loss: 1.122 | Acc: 67.316% (30847/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s731ms | Loss: 1.122 | Acc: 67.325% (30937/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s823ms | Loss: 1.121 | Acc: 67.322% (31022/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s916ms | Loss: 1.122 | Acc: 67.326% (31110/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 33s8ms | Loss: 1.122 | Acc: 67.319% (31193/46336) 362/391 
 [============================================================>....]  Step: 87ms | Tot: 33s96ms | Loss: 1.122 | Acc: 67.321% (31280/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 33s188ms | Loss: 1.122 | Acc: 67.325% (31368/46592) 364/391 
 [============================================================>....]  Step: 92ms | Tot: 33s280ms | Loss: 1.122 | Acc: 67.301% (31443/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 33s372ms | Loss: 1.122 | Acc: 67.305% (31531/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 33s465ms | Loss: 1.122 | Acc: 67.315% (31622/46976) 367/391 
 [=============================================================>...]  Step: 84ms | Tot: 33s549ms | Loss: 1.122 | Acc: 67.306% (31704/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s642ms | Loss: 1.123 | Acc: 67.308% (31791/47232) 369/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s734ms | Loss: 1.123 | Acc: 67.310% (31878/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s826ms | Loss: 1.123 | Acc: 67.297% (31958/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s919ms | Loss: 1.124 | Acc: 67.272% (32032/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 34s11ms | Loss: 1.124 | Acc: 67.255% (32110/47744) 373/391 
 [==============================================================>..]  Step: 83ms | Tot: 34s94ms | Loss: 1.124 | Acc: 67.252% (32195/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s187ms | Loss: 1.124 | Acc: 67.254% (32282/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s279ms | Loss: 1.124 | Acc: 67.246% (32364/48128) 376/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s371ms | Loss: 1.124 | Acc: 67.243% (32449/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s464ms | Loss: 1.124 | Acc: 67.229% (32528/48384) 378/391 
 [==============================================================>..]  Step: 86ms | Tot: 34s550ms | Loss: 1.125 | Acc: 67.220% (32610/48512) 379/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s643ms | Loss: 1.124 | Acc: 67.220% (32696/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s735ms | Loss: 1.125 | Acc: 67.216% (32780/48768) 381/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s827ms | Loss: 1.125 | Acc: 67.216% (32866/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s920ms | Loss: 1.125 | Acc: 67.218% (32953/49024) 383/391 
 [===============================================================>.]  Step: 87ms | Tot: 35s7ms | Loss: 1.125 | Acc: 67.204% (33032/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 35s100ms | Loss: 1.126 | Acc: 67.192% (33112/49280) 385/391 
 [================================================================>]  Step: 92ms | Tot: 35s192ms | Loss: 1.125 | Acc: 67.208% (33206/49408) 386/391 
 [================================================================>]  Step: 94ms | Tot: 35s286ms | Loss: 1.125 | Acc: 67.206% (33291/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 35s379ms | Loss: 1.124 | Acc: 67.224% (33386/49664) 388/391 
 [================================================================>]  Step: 88ms | Tot: 35s467ms | Loss: 1.125 | Acc: 67.194% (33457/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s559ms | Loss: 1.126 | Acc: 67.181% (33537/49920) 390/391 
 [================================================================>]  Step: 66ms | Tot: 35s625ms | Loss: 1.126 | Acc: 67.166% (33583/50000) 391/391 
 [>................................................................]  Step: 155ms | Tot: 0ms | Loss: 1.565 | Acc: 60.000% (60/100)    1/100 
 [>................................................................]  Step: 24ms | Tot: 24ms | Loss: 1.613 | Acc: 61.500% (123/200)   2/100 
 [=>...............................................................]  Step: 26ms | Tot: 50ms | Loss: 1.596 | Acc: 61.333% (184/300)   3/100 
 [=>...............................................................]  Step: 26ms | Tot: 76ms | Loss: 1.675 | Acc: 57.250% (229/400)   4/100 
 [==>..............................................................]  Step: 26ms | Tot: 102ms | Loss: 1.738 | Acc: 56.800% (284/500)  5/100 
 [===>.............................................................]  Step: 26ms | Tot: 128ms | Loss: 1.819 | Acc: 55.333% (332/600)  6/100 
 [===>.............................................................]  Step: 25ms | Tot: 154ms | Loss: 1.761 | Acc: 56.714% (397/700)  7/100 
 [====>............................................................]  Step: 27ms | Tot: 182ms | Loss: 1.709 | Acc: 57.250% (458/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 208ms | Loss: 1.748 | Acc: 57.667% (519/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 234ms | Loss: 1.760 | Acc: 57.700% (577/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 260ms | Loss: 1.764 | Acc: 57.636% (634/1100) 11/100 
 [=======>.........................................................]  Step: 25ms | Tot: 286ms | Loss: 1.789 | Acc: 56.667% (680/1200) 12/100 
 [=======>.........................................................]  Step: 25ms | Tot: 311ms | Loss: 1.744 | Acc: 57.308% (745/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 337ms | Loss: 1.743 | Acc: 56.714% (794/1400) 14/100 
 [=========>.......................................................]  Step: 25ms | Tot: 363ms | Loss: 1.732 | Acc: 56.667% (850/1500) 15/100 
 [=========>.......................................................]  Step: 26ms | Tot: 389ms | Loss: 1.722 | Acc: 56.562% (905/1600) 16/100 
 [==========>......................................................]  Step: 25ms | Tot: 415ms | Loss: 1.735 | Acc: 56.412% (959/1700) 17/100 
 [===========>.....................................................]  Step: 19ms | Tot: 435ms | Loss: 1.745 | Acc: 56.000% (1008/1800) 18/100 
 [===========>.....................................................]  Step: 26ms | Tot: 461ms | Loss: 1.731 | Acc: 56.316% (1070/1900) 19/100 
 [============>....................................................]  Step: 25ms | Tot: 487ms | Loss: 1.721 | Acc: 56.450% (1129/2000) 20/100 
 [=============>...................................................]  Step: 26ms | Tot: 513ms | Loss: 1.716 | Acc: 56.524% (1187/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 539ms | Loss: 1.715 | Acc: 56.545% (1244/2200) 22/100 
 [==============>..................................................]  Step: 25ms | Tot: 565ms | Loss: 1.712 | Acc: 56.652% (1303/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 591ms | Loss: 1.717 | Acc: 56.417% (1354/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 617ms | Loss: 1.714 | Acc: 56.200% (1405/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 643ms | Loss: 1.706 | Acc: 56.269% (1463/2600) 26/100 
 [================>................................................]  Step: 26ms | Tot: 669ms | Loss: 1.704 | Acc: 56.148% (1516/2700) 27/100 
 [=================>...............................................]  Step: 26ms | Tot: 695ms | Loss: 1.704 | Acc: 55.821% (1563/2800) 28/100 
 [==================>..............................................]  Step: 25ms | Tot: 720ms | Loss: 1.718 | Acc: 55.690% (1615/2900) 29/100 
 [==================>..............................................]  Step: 25ms | Tot: 746ms | Loss: 1.723 | Acc: 55.633% (1669/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 772ms | Loss: 1.728 | Acc: 55.355% (1716/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 798ms | Loss: 1.712 | Acc: 55.875% (1788/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 824ms | Loss: 1.711 | Acc: 55.788% (1841/3300) 33/100 
 [=====================>...........................................]  Step: 21ms | Tot: 845ms | Loss: 1.712 | Acc: 55.676% (1893/3400) 34/100 
 [======================>..........................................]  Step: 26ms | Tot: 871ms | Loss: 1.707 | Acc: 55.543% (1944/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 897ms | Loss: 1.709 | Acc: 55.472% (1997/3600) 36/100 
 [=======================>.........................................]  Step: 26ms | Tot: 923ms | Loss: 1.715 | Acc: 55.270% (2045/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 949ms | Loss: 1.712 | Acc: 55.211% (2098/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 975ms | Loss: 1.710 | Acc: 55.256% (2155/3900) 39/100 
 [=========================>.......................................]  Step: 25ms | Tot: 1s1ms | Loss: 1.699 | Acc: 55.475% (2219/4000) 40/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s27ms | Loss: 1.696 | Acc: 55.561% (2278/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s53ms | Loss: 1.700 | Acc: 55.619% (2336/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s79ms | Loss: 1.701 | Acc: 55.628% (2392/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s105ms | Loss: 1.703 | Acc: 55.545% (2444/4400) 44/100 
 [============================>....................................]  Step: 26ms | Tot: 1s131ms | Loss: 1.698 | Acc: 55.600% (2502/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s156ms | Loss: 1.697 | Acc: 55.565% (2556/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s182ms | Loss: 1.697 | Acc: 55.404% (2604/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s208ms | Loss: 1.698 | Acc: 55.417% (2660/4800) 48/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s234ms | Loss: 1.704 | Acc: 55.265% (2708/4900) 49/100 
 [===============================>.................................]  Step: 23ms | Tot: 1s258ms | Loss: 1.703 | Acc: 55.320% (2766/5000) 50/100 
 [================================>................................]  Step: 23ms | Tot: 1s281ms | Loss: 1.700 | Acc: 55.412% (2826/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s306ms | Loss: 1.696 | Acc: 55.462% (2884/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s332ms | Loss: 1.692 | Acc: 55.453% (2939/5300) 53/100 
 [==================================>..............................]  Step: 26ms | Tot: 1s358ms | Loss: 1.686 | Acc: 55.593% (3002/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s384ms | Loss: 1.691 | Acc: 55.473% (3051/5500) 55/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s410ms | Loss: 1.688 | Acc: 55.500% (3108/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s435ms | Loss: 1.682 | Acc: 55.596% (3169/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s461ms | Loss: 1.686 | Acc: 55.500% (3219/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s487ms | Loss: 1.687 | Acc: 55.576% (3279/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s513ms | Loss: 1.692 | Acc: 55.483% (3329/6000) 60/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s539ms | Loss: 1.691 | Acc: 55.607% (3392/6100) 61/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s565ms | Loss: 1.692 | Acc: 55.597% (3447/6200) 62/100 
 [========================================>........................]  Step: 25ms | Tot: 1s590ms | Loss: 1.692 | Acc: 55.540% (3499/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s616ms | Loss: 1.688 | Acc: 55.641% (3561/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s642ms | Loss: 1.686 | Acc: 55.723% (3622/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s668ms | Loss: 1.698 | Acc: 55.515% (3664/6600) 66/100 
 [==========================================>......................]  Step: 14ms | Tot: 1s682ms | Loss: 1.697 | Acc: 55.507% (3719/6700) 67/100 
 [===========================================>.....................]  Step: 12ms | Tot: 1s694ms | Loss: 1.696 | Acc: 55.588% (3780/6800) 68/100 
 [============================================>....................]  Step: 14ms | Tot: 1s708ms | Loss: 1.699 | Acc: 55.667% (3841/6900) 69/100 
 [============================================>....................]  Step: 15ms | Tot: 1s724ms | Loss: 1.698 | Acc: 55.700% (3899/7000) 70/100 
 [=============================================>...................]  Step: 17ms | Tot: 1s742ms | Loss: 1.703 | Acc: 55.606% (3948/7100) 71/100 
 [==============================================>..................]  Step: 16ms | Tot: 1s758ms | Loss: 1.703 | Acc: 55.569% (4001/7200) 72/100 
 [==============================================>..................]  Step: 14ms | Tot: 1s773ms | Loss: 1.699 | Acc: 55.644% (4062/7300) 73/100 
 [===============================================>.................]  Step: 13ms | Tot: 1s786ms | Loss: 1.702 | Acc: 55.554% (4111/7400) 74/100 
 [================================================>................]  Step: 15ms | Tot: 1s802ms | Loss: 1.696 | Acc: 55.720% (4179/7500) 75/100 
 [================================================>................]  Step: 15ms | Tot: 1s818ms | Loss: 1.698 | Acc: 55.632% (4228/7600) 76/100 
 [=================================================>...............]  Step: 13ms | Tot: 1s831ms | Loss: 1.699 | Acc: 55.545% (4277/7700) 77/100 
 [==================================================>..............]  Step: 15ms | Tot: 1s846ms | Loss: 1.703 | Acc: 55.564% (4334/7800) 78/100 
 [==================================================>..............]  Step: 14ms | Tot: 1s861ms | Loss: 1.703 | Acc: 55.620% (4394/7900) 79/100 
 [===================================================>.............]  Step: 14ms | Tot: 1s876ms | Loss: 1.704 | Acc: 55.625% (4450/8000) 80/100 
 [====================================================>............]  Step: 18ms | Tot: 1s894ms | Loss: 1.703 | Acc: 55.654% (4508/8100) 81/100 
 [====================================================>............]  Step: 17ms | Tot: 1s911ms | Loss: 1.705 | Acc: 55.598% (4559/8200) 82/100 
 [=====================================================>...........]  Step: 13ms | Tot: 1s925ms | Loss: 1.702 | Acc: 55.675% (4621/8300) 83/100 
 [=====================================================>...........]  Step: 15ms | Tot: 1s940ms | Loss: 1.701 | Acc: 55.714% (4680/8400) 84/100 
 [======================================================>..........]  Step: 16ms | Tot: 1s956ms | Loss: 1.696 | Acc: 55.824% (4745/8500) 85/100 
 [=======================================================>.........]  Step: 14ms | Tot: 1s971ms | Loss: 1.687 | Acc: 55.977% (4814/8600) 86/100 
 [=======================================================>.........]  Step: 15ms | Tot: 1s987ms | Loss: 1.686 | Acc: 55.977% (4870/8700) 87/100 
 [========================================================>........]  Step: 21ms | Tot: 2s8ms | Loss: 1.682 | Acc: 56.057% (4933/8800) 88/100 
 [=========================================================>.......]  Step: 17ms | Tot: 2s25ms | Loss: 1.684 | Acc: 56.011% (4985/8900) 89/100 
 [=========================================================>.......]  Step: 14ms | Tot: 2s40ms | Loss: 1.681 | Acc: 56.089% (5048/9000) 90/100 
 [==========================================================>......]  Step: 13ms | Tot: 2s53ms | Loss: 1.684 | Acc: 56.055% (5101/9100) 91/100 
 [===========================================================>.....]  Step: 17ms | Tot: 2s71ms | Loss: 1.683 | Acc: 56.065% (5158/9200) 92/100 
 [===========================================================>.....]  Step: 17ms | Tot: 2s89ms | Loss: 1.683 | Acc: 56.118% (5219/9300) 93/100 
 [============================================================>....]  Step: 15ms | Tot: 2s104ms | Loss: 1.682 | Acc: 56.096% (5273/9400) 94/100 
 [=============================================================>...]  Step: 16ms | Tot: 2s121ms | Loss: 1.681 | Acc: 56.095% (5329/9500) 95/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s147ms | Loss: 1.677 | Acc: 56.198% (5395/9600) 96/100 
 [==============================================================>..]  Step: 19ms | Tot: 2s166ms | Loss: 1.675 | Acc: 56.227% (5454/9700) 97/100 
 [===============================================================>.]  Step: 22ms | Tot: 2s189ms | Loss: 1.675 | Acc: 56.255% (5513/9800) 98/100 
 [===============================================================>.]  Step: 24ms | Tot: 2s213ms | Loss: 1.674 | Acc: 56.283% (5572/9900) 99/100 
 [================================================================>]  Step: 20ms | Tot: 2s233ms | Loss: 1.671 | Acc: 56.320% (5632/10000) 100/100 

Epoch: 24
 [>................................................................]  Step: 217ms | Tot: 0ms | Loss: 1.003 | Acc: 70.312% (90/128)    1/391 
 [>................................................................]  Step: 62ms | Tot: 62ms | Loss: 0.982 | Acc: 71.484% (183/256)   2/391 
 [>................................................................]  Step: 56ms | Tot: 119ms | Loss: 0.985 | Acc: 70.833% (272/384)  3/391 
 [>................................................................]  Step: 81ms | Tot: 200ms | Loss: 1.045 | Acc: 69.531% (356/512)  4/391 
 [>................................................................]  Step: 89ms | Tot: 290ms | Loss: 1.059 | Acc: 69.688% (446/640)  5/391 
 [>................................................................]  Step: 92ms | Tot: 382ms | Loss: 1.028 | Acc: 70.182% (539/768)  6/391 
 [>................................................................]  Step: 75ms | Tot: 457ms | Loss: 1.027 | Acc: 70.536% (632/896)  7/391 
 [=>...............................................................]  Step: 64ms | Tot: 522ms | Loss: 1.033 | Acc: 70.410% (721/1024) 8/391 
 [=>...............................................................]  Step: 66ms | Tot: 589ms | Loss: 1.050 | Acc: 70.052% (807/1152) 9/391 
 [=>...............................................................]  Step: 72ms | Tot: 662ms | Loss: 1.062 | Acc: 69.297% (887/1280) 10/391 
 [=>...............................................................]  Step: 61ms | Tot: 723ms | Loss: 1.062 | Acc: 69.460% (978/1408) 11/391 
 [=>...............................................................]  Step: 70ms | Tot: 793ms | Loss: 1.066 | Acc: 69.271% (1064/1536) 12/391 
 [=>...............................................................]  Step: 65ms | Tot: 858ms | Loss: 1.075 | Acc: 68.990% (1148/1664) 13/391 
 [==>..............................................................]  Step: 65ms | Tot: 924ms | Loss: 1.089 | Acc: 68.527% (1228/1792) 14/391 
 [==>..............................................................]  Step: 76ms | Tot: 1s1ms | Loss: 1.080 | Acc: 68.542% (1316/1920) 15/391 
 [==>..............................................................]  Step: 63ms | Tot: 1s64ms | Loss: 1.077 | Acc: 68.604% (1405/2048) 16/391 
 [==>..............................................................]  Step: 48ms | Tot: 1s113ms | Loss: 1.082 | Acc: 68.520% (1491/2176) 17/391 
 [==>..............................................................]  Step: 44ms | Tot: 1s157ms | Loss: 1.074 | Acc: 68.924% (1588/2304) 18/391 
 [==>..............................................................]  Step: 57ms | Tot: 1s214ms | Loss: 1.064 | Acc: 69.161% (1682/2432) 19/391 
 [===>.............................................................]  Step: 43ms | Tot: 1s257ms | Loss: 1.049 | Acc: 69.492% (1779/2560) 20/391 
 [===>.............................................................]  Step: 75ms | Tot: 1s333ms | Loss: 1.051 | Acc: 69.234% (1861/2688) 21/391 
 [===>.............................................................]  Step: 57ms | Tot: 1s390ms | Loss: 1.057 | Acc: 69.105% (1946/2816) 22/391 
 [===>.............................................................]  Step: 58ms | Tot: 1s449ms | Loss: 1.057 | Acc: 69.022% (2032/2944) 23/391 
 [===>.............................................................]  Step: 49ms | Tot: 1s498ms | Loss: 1.054 | Acc: 69.173% (2125/3072) 24/391 
 [===>.............................................................]  Step: 55ms | Tot: 1s554ms | Loss: 1.058 | Acc: 68.781% (2201/3200) 25/391 
 [====>............................................................]  Step: 62ms | Tot: 1s617ms | Loss: 1.061 | Acc: 68.510% (2280/3328) 26/391 
 [====>............................................................]  Step: 49ms | Tot: 1s666ms | Loss: 1.061 | Acc: 68.403% (2364/3456) 27/391 
 [====>............................................................]  Step: 56ms | Tot: 1s723ms | Loss: 1.059 | Acc: 68.359% (2450/3584) 28/391 
 [====>............................................................]  Step: 68ms | Tot: 1s791ms | Loss: 1.057 | Acc: 68.400% (2539/3712) 29/391 
 [====>............................................................]  Step: 50ms | Tot: 1s841ms | Loss: 1.055 | Acc: 68.542% (2632/3840) 30/391 
 [====>............................................................]  Step: 67ms | Tot: 1s909ms | Loss: 1.057 | Acc: 68.498% (2718/3968) 31/391 
 [=====>...........................................................]  Step: 60ms | Tot: 1s969ms | Loss: 1.062 | Acc: 68.408% (2802/4096) 32/391 
 [=====>...........................................................]  Step: 74ms | Tot: 2s44ms | Loss: 1.059 | Acc: 68.466% (2892/4224) 33/391 
 [=====>...........................................................]  Step: 83ms | Tot: 2s127ms | Loss: 1.061 | Acc: 68.520% (2982/4352) 34/391 
 [=====>...........................................................]  Step: 84ms | Tot: 2s212ms | Loss: 1.064 | Acc: 68.438% (3066/4480) 35/391 
 [=====>...........................................................]  Step: 66ms | Tot: 2s278ms | Loss: 1.059 | Acc: 68.511% (3157/4608) 36/391 
 [=====>...........................................................]  Step: 57ms | Tot: 2s335ms | Loss: 1.056 | Acc: 68.560% (3247/4736) 37/391 
 [======>..........................................................]  Step: 68ms | Tot: 2s404ms | Loss: 1.058 | Acc: 68.524% (3333/4864) 38/391 
 [======>..........................................................]  Step: 66ms | Tot: 2s471ms | Loss: 1.064 | Acc: 68.490% (3419/4992) 39/391 
 [======>..........................................................]  Step: 62ms | Tot: 2s533ms | Loss: 1.067 | Acc: 68.438% (3504/5120) 40/391 
 [======>..........................................................]  Step: 78ms | Tot: 2s612ms | Loss: 1.063 | Acc: 68.559% (3598/5248) 41/391 
 [======>..........................................................]  Step: 82ms | Tot: 2s694ms | Loss: 1.065 | Acc: 68.564% (3686/5376) 42/391 
 [======>..........................................................]  Step: 61ms | Tot: 2s756ms | Loss: 1.062 | Acc: 68.605% (3776/5504) 43/391 
 [=======>.........................................................]  Step: 75ms | Tot: 2s831ms | Loss: 1.061 | Acc: 68.590% (3863/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 2s924ms | Loss: 1.061 | Acc: 68.663% (3955/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s16ms | Loss: 1.064 | Acc: 68.631% (4041/5888) 46/391 
 [=======>.........................................................]  Step: 82ms | Tot: 3s99ms | Loss: 1.065 | Acc: 68.650% (4130/6016) 47/391 
 [=======>.........................................................]  Step: 91ms | Tot: 3s191ms | Loss: 1.064 | Acc: 68.734% (4223/6144) 48/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s283ms | Loss: 1.065 | Acc: 68.702% (4309/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 3s375ms | Loss: 1.069 | Acc: 68.562% (4388/6400) 50/391 
 [========>........................................................]  Step: 84ms | Tot: 3s459ms | Loss: 1.069 | Acc: 68.551% (4475/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 3s552ms | Loss: 1.073 | Acc: 68.419% (4554/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 3s644ms | Loss: 1.074 | Acc: 68.426% (4642/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 3s736ms | Loss: 1.073 | Acc: 68.461% (4732/6912) 54/391 
 [========>........................................................]  Step: 81ms | Tot: 3s818ms | Loss: 1.069 | Acc: 68.551% (4826/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 3s910ms | Loss: 1.074 | Acc: 68.457% (4907/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s2ms | Loss: 1.076 | Acc: 68.476% (4996/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s95ms | Loss: 1.078 | Acc: 68.400% (5078/7424) 58/391 
 [=========>.......................................................]  Step: 84ms | Tot: 4s179ms | Loss: 1.082 | Acc: 68.392% (5165/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s271ms | Loss: 1.085 | Acc: 68.294% (5245/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s363ms | Loss: 1.084 | Acc: 68.315% (5334/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 4s455ms | Loss: 1.085 | Acc: 68.233% (5415/7936) 62/391 
 [==========>......................................................]  Step: 84ms | Tot: 4s539ms | Loss: 1.087 | Acc: 68.291% (5507/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 4s632ms | Loss: 1.086 | Acc: 68.347% (5599/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 4s724ms | Loss: 1.087 | Acc: 68.257% (5679/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 4s816ms | Loss: 1.086 | Acc: 68.324% (5772/8448) 66/391 
 [==========>......................................................]  Step: 85ms | Tot: 4s901ms | Loss: 1.084 | Acc: 68.412% (5867/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 4s994ms | Loss: 1.084 | Acc: 68.440% (5957/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 5s86ms | Loss: 1.084 | Acc: 68.399% (6041/8832) 69/391 
 [===========>.....................................................]  Step: 87ms | Tot: 5s174ms | Loss: 1.084 | Acc: 68.359% (6125/8960) 70/391 
 [===========>.....................................................]  Step: 90ms | Tot: 5s264ms | Loss: 1.087 | Acc: 68.343% (6211/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 5s356ms | Loss: 1.085 | Acc: 68.349% (6299/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 5s448ms | Loss: 1.087 | Acc: 68.322% (6384/9344) 73/391 
 [============>....................................................]  Step: 87ms | Tot: 5s536ms | Loss: 1.086 | Acc: 68.307% (6470/9472) 74/391 
 [============>....................................................]  Step: 88ms | Tot: 5s625ms | Loss: 1.086 | Acc: 68.312% (6558/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 5s718ms | Loss: 1.085 | Acc: 68.339% (6648/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 5s810ms | Loss: 1.083 | Acc: 68.375% (6739/9856) 77/391 
 [============>....................................................]  Step: 84ms | Tot: 5s895ms | Loss: 1.083 | Acc: 68.389% (6828/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 5s987ms | Loss: 1.082 | Acc: 68.404% (6917/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 6s79ms | Loss: 1.082 | Acc: 68.418% (7006/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 6s172ms | Loss: 1.080 | Acc: 68.422% (7094/10368) 81/391 
 [=============>...................................................]  Step: 83ms | Tot: 6s255ms | Loss: 1.079 | Acc: 68.397% (7179/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 6s347ms | Loss: 1.079 | Acc: 68.364% (7263/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 6s440ms | Loss: 1.081 | Acc: 68.304% (7344/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 6s532ms | Loss: 1.082 | Acc: 68.281% (7429/10880) 85/391 
 [==============>..................................................]  Step: 80ms | Tot: 6s612ms | Loss: 1.082 | Acc: 68.332% (7522/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 6s705ms | Loss: 1.081 | Acc: 68.337% (7610/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 6s797ms | Loss: 1.083 | Acc: 68.262% (7689/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 6s889ms | Loss: 1.082 | Acc: 68.285% (7779/11392) 89/391 
 [==============>..................................................]  Step: 84ms | Tot: 6s974ms | Loss: 1.082 | Acc: 68.333% (7872/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s66ms | Loss: 1.081 | Acc: 68.355% (7962/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 7s159ms | Loss: 1.081 | Acc: 68.317% (8045/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 7s251ms | Loss: 1.081 | Acc: 68.263% (8126/11904) 93/391 
 [===============>.................................................]  Step: 82ms | Tot: 7s334ms | Loss: 1.083 | Acc: 68.235% (8210/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 7s426ms | Loss: 1.083 | Acc: 68.191% (8292/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 7s518ms | Loss: 1.082 | Acc: 68.229% (8384/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 7s610ms | Loss: 1.079 | Acc: 68.291% (8479/12416) 97/391 
 [================>................................................]  Step: 84ms | Tot: 7s695ms | Loss: 1.079 | Acc: 68.351% (8574/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 7s787ms | Loss: 1.078 | Acc: 68.411% (8669/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 7s879ms | Loss: 1.077 | Acc: 68.500% (8768/12800) 100/391 
 [================>................................................]  Step: 91ms | Tot: 7s971ms | Loss: 1.075 | Acc: 68.588% (8867/12928) 101/391 
 [================>................................................]  Step: 89ms | Tot: 8s60ms | Loss: 1.075 | Acc: 68.543% (8949/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 8s152ms | Loss: 1.074 | Acc: 68.636% (9049/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 8s244ms | Loss: 1.074 | Acc: 68.622% (9135/13312) 104/391 
 [=================>...............................................]  Step: 87ms | Tot: 8s332ms | Loss: 1.073 | Acc: 68.653% (9227/13440) 105/391 
 [=================>...............................................]  Step: 88ms | Tot: 8s421ms | Loss: 1.075 | Acc: 68.625% (9311/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 8s513ms | Loss: 1.075 | Acc: 68.640% (9401/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 8s605ms | Loss: 1.075 | Acc: 68.685% (9495/13824) 108/391 
 [=================>...............................................]  Step: 86ms | Tot: 8s692ms | Loss: 1.075 | Acc: 68.678% (9582/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 8s785ms | Loss: 1.075 | Acc: 68.651% (9666/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 8s877ms | Loss: 1.075 | Acc: 68.644% (9753/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 8s969ms | Loss: 1.075 | Acc: 68.617% (9837/14336) 112/391 
 [==================>..............................................]  Step: 84ms | Tot: 9s54ms | Loss: 1.072 | Acc: 68.667% (9932/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s146ms | Loss: 1.072 | Acc: 68.688% (10023/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s238ms | Loss: 1.072 | Acc: 68.709% (10114/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 9s330ms | Loss: 1.073 | Acc: 68.669% (10196/14848) 116/391 
 [===================>.............................................]  Step: 84ms | Tot: 9s415ms | Loss: 1.073 | Acc: 68.643% (10280/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 9s507ms | Loss: 1.075 | Acc: 68.591% (10360/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 9s599ms | Loss: 1.074 | Acc: 68.632% (10454/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 9s692ms | Loss: 1.075 | Acc: 68.607% (10538/15360) 120/391 
 [===================>.............................................]  Step: 82ms | Tot: 9s774ms | Loss: 1.076 | Acc: 68.563% (10619/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 9s866ms | Loss: 1.075 | Acc: 68.584% (10710/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 9s959ms | Loss: 1.074 | Acc: 68.610% (10802/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 10s51ms | Loss: 1.073 | Acc: 68.630% (10893/15872) 124/391 
 [====================>............................................]  Step: 81ms | Tot: 10s133ms | Loss: 1.074 | Acc: 68.612% (10978/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 10s225ms | Loss: 1.073 | Acc: 68.651% (11072/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 10s317ms | Loss: 1.072 | Acc: 68.695% (11167/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 10s409ms | Loss: 1.072 | Acc: 68.677% (11252/16384) 128/391 
 [=====================>...........................................]  Step: 84ms | Tot: 10s494ms | Loss: 1.074 | Acc: 68.635% (11333/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 10s587ms | Loss: 1.075 | Acc: 68.606% (11416/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 10s679ms | Loss: 1.076 | Acc: 68.601% (11503/16768) 131/391 
 [=====================>...........................................]  Step: 87ms | Tot: 10s767ms | Loss: 1.075 | Acc: 68.590% (11589/16896) 132/391 
 [=====================>...........................................]  Step: 90ms | Tot: 10s857ms | Loss: 1.077 | Acc: 68.527% (11666/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 10s949ms | Loss: 1.076 | Acc: 68.517% (11752/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 11s41ms | Loss: 1.076 | Acc: 68.507% (11838/17280) 135/391 
 [======================>..........................................]  Step: 87ms | Tot: 11s129ms | Loss: 1.076 | Acc: 68.526% (11929/17408) 136/391 
 [======================>..........................................]  Step: 89ms | Tot: 11s218ms | Loss: 1.077 | Acc: 68.528% (12017/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 11s310ms | Loss: 1.076 | Acc: 68.541% (12107/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 11s403ms | Loss: 1.076 | Acc: 68.565% (12199/17792) 139/391 
 [=======================>.........................................]  Step: 84ms | Tot: 11s487ms | Loss: 1.075 | Acc: 68.583% (12290/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 11s580ms | Loss: 1.075 | Acc: 68.584% (12378/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 11s672ms | Loss: 1.074 | Acc: 68.596% (12468/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 11s765ms | Loss: 1.073 | Acc: 68.646% (12565/18304) 143/391 
 [=======================>.........................................]  Step: 84ms | Tot: 11s849ms | Loss: 1.073 | Acc: 68.604% (12645/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 11s941ms | Loss: 1.074 | Acc: 68.599% (12732/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 12s33ms | Loss: 1.075 | Acc: 68.573% (12815/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 12s125ms | Loss: 1.076 | Acc: 68.548% (12898/18816) 147/391 
 [========================>........................................]  Step: 84ms | Tot: 12s210ms | Loss: 1.078 | Acc: 68.481% (12973/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 12s302ms | Loss: 1.080 | Acc: 68.451% (13055/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 12s394ms | Loss: 1.079 | Acc: 68.464% (13145/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 12s487ms | Loss: 1.079 | Acc: 68.476% (13235/19328) 151/391 
 [=========================>.......................................]  Step: 84ms | Tot: 12s572ms | Loss: 1.079 | Acc: 68.457% (13319/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 12s664ms | Loss: 1.080 | Acc: 68.439% (13403/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 12s756ms | Loss: 1.082 | Acc: 68.364% (13476/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 12s849ms | Loss: 1.082 | Acc: 68.367% (13564/19840) 155/391 
 [=========================>.......................................]  Step: 84ms | Tot: 12s933ms | Loss: 1.083 | Acc: 68.344% (13647/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s25ms | Loss: 1.083 | Acc: 68.352% (13736/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 13s117ms | Loss: 1.081 | Acc: 68.384% (13830/20224) 158/391 
 [==========================>......................................]  Step: 90ms | Tot: 13s208ms | Loss: 1.081 | Acc: 68.401% (13921/20352) 159/391 
 [==========================>......................................]  Step: 86ms | Tot: 13s294ms | Loss: 1.080 | Acc: 68.408% (14010/20480) 160/391 
 [==========================>......................................]  Step: 91ms | Tot: 13s386ms | Loss: 1.081 | Acc: 68.376% (14091/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 13s479ms | Loss: 1.081 | Acc: 68.330% (14169/20736) 162/391 
 [==========================>......................................]  Step: 85ms | Tot: 13s564ms | Loss: 1.080 | Acc: 68.371% (14265/20864) 163/391 
 [===========================>.....................................]  Step: 90ms | Tot: 13s654ms | Loss: 1.082 | Acc: 68.355% (14349/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 13s747ms | Loss: 1.082 | Acc: 68.333% (14432/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 13s839ms | Loss: 1.082 | Acc: 68.350% (14523/21248) 166/391 
 [===========================>.....................................]  Step: 87ms | Tot: 13s927ms | Loss: 1.083 | Acc: 68.348% (14610/21376) 167/391 
 [===========================>.....................................]  Step: 89ms | Tot: 14s16ms | Loss: 1.085 | Acc: 68.290% (14685/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s108ms | Loss: 1.084 | Acc: 68.306% (14776/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 14s200ms | Loss: 1.085 | Acc: 68.263% (14854/21760) 170/391 
 [============================>....................................]  Step: 84ms | Tot: 14s285ms | Loss: 1.085 | Acc: 68.243% (14937/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 14s377ms | Loss: 1.088 | Acc: 68.150% (15004/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 14s470ms | Loss: 1.088 | Acc: 68.149% (15091/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 14s562ms | Loss: 1.088 | Acc: 68.148% (15178/22272) 174/391 
 [============================>....................................]  Step: 84ms | Tot: 14s646ms | Loss: 1.088 | Acc: 68.156% (15267/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 14s738ms | Loss: 1.089 | Acc: 68.137% (15350/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 14s831ms | Loss: 1.089 | Acc: 68.097% (15428/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 14s923ms | Loss: 1.091 | Acc: 68.070% (15509/22784) 178/391 
 [=============================>...................................]  Step: 84ms | Tot: 15s8ms | Loss: 1.091 | Acc: 68.073% (15597/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s100ms | Loss: 1.091 | Acc: 68.064% (15682/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s192ms | Loss: 1.093 | Acc: 68.038% (15763/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 15s284ms | Loss: 1.093 | Acc: 68.033% (15849/23296) 182/391 
 [==============================>..................................]  Step: 84ms | Tot: 15s369ms | Loss: 1.094 | Acc: 68.003% (15929/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 15s461ms | Loss: 1.095 | Acc: 67.981% (16011/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 15s553ms | Loss: 1.095 | Acc: 67.960% (16093/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 15s645ms | Loss: 1.095 | Acc: 67.998% (16189/23808) 186/391 
 [==============================>..................................]  Step: 84ms | Tot: 15s730ms | Loss: 1.095 | Acc: 68.023% (16282/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 15s822ms | Loss: 1.095 | Acc: 68.006% (16365/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 15s914ms | Loss: 1.095 | Acc: 68.031% (16458/24192) 189/391 
 [===============================>.................................]  Step: 89ms | Tot: 16s4ms | Loss: 1.095 | Acc: 68.059% (16552/24320) 190/391 
 [===============================>.................................]  Step: 89ms | Tot: 16s93ms | Loss: 1.095 | Acc: 68.059% (16639/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 16s186ms | Loss: 1.096 | Acc: 68.030% (16719/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 16s278ms | Loss: 1.096 | Acc: 68.046% (16810/24704) 193/391 
 [================================>................................]  Step: 86ms | Tot: 16s365ms | Loss: 1.095 | Acc: 68.065% (16902/24832) 194/391 
 [================================>................................]  Step: 89ms | Tot: 16s454ms | Loss: 1.096 | Acc: 68.045% (16984/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 16s546ms | Loss: 1.096 | Acc: 68.056% (17074/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 16s638ms | Loss: 1.096 | Acc: 68.044% (17158/25216) 197/391 
 [================================>................................]  Step: 87ms | Tot: 16s726ms | Loss: 1.095 | Acc: 68.079% (17254/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 16s818ms | Loss: 1.095 | Acc: 68.051% (17334/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 16s911ms | Loss: 1.095 | Acc: 68.039% (17418/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 17s4ms | Loss: 1.095 | Acc: 68.035% (17504/25728) 201/391 
 [=================================>...............................]  Step: 81ms | Tot: 17s85ms | Loss: 1.095 | Acc: 68.031% (17590/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 17s178ms | Loss: 1.095 | Acc: 68.042% (17680/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 17s271ms | Loss: 1.096 | Acc: 68.034% (17765/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 17s363ms | Loss: 1.097 | Acc: 68.022% (17849/26240) 205/391 
 [==================================>..............................]  Step: 84ms | Tot: 17s447ms | Loss: 1.097 | Acc: 68.018% (17935/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 17s540ms | Loss: 1.096 | Acc: 68.037% (18027/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 17s632ms | Loss: 1.096 | Acc: 68.036% (18114/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 17s724ms | Loss: 1.096 | Acc: 68.036% (18201/26752) 209/391 
 [==================================>..............................]  Step: 84ms | Tot: 17s809ms | Loss: 1.097 | Acc: 68.039% (18289/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 17s901ms | Loss: 1.096 | Acc: 68.061% (18382/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 17s993ms | Loss: 1.097 | Acc: 68.054% (18467/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 18s85ms | Loss: 1.097 | Acc: 68.049% (18553/27264) 213/391 
 [===================================>.............................]  Step: 84ms | Tot: 18s169ms | Loss: 1.097 | Acc: 68.042% (18638/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 18s261ms | Loss: 1.099 | Acc: 67.980% (18708/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 18s354ms | Loss: 1.099 | Acc: 67.965% (18791/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 18s446ms | Loss: 1.101 | Acc: 67.926% (18867/27776) 217/391 
 [====================================>............................]  Step: 82ms | Tot: 18s528ms | Loss: 1.103 | Acc: 67.893% (18945/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 18s621ms | Loss: 1.102 | Acc: 67.919% (19039/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 18s713ms | Loss: 1.102 | Acc: 67.912% (19124/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 18s805ms | Loss: 1.102 | Acc: 67.919% (19213/28288) 221/391 
 [====================================>............................]  Step: 87ms | Tot: 18s893ms | Loss: 1.101 | Acc: 67.927% (19302/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 18s985ms | Loss: 1.101 | Acc: 67.937% (19392/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 19s78ms | Loss: 1.101 | Acc: 67.941% (19480/28672) 224/391 
 [=====================================>...........................]  Step: 86ms | Tot: 19s164ms | Loss: 1.100 | Acc: 67.941% (19567/28800) 225/391 
 [=====================================>...........................]  Step: 90ms | Tot: 19s255ms | Loss: 1.101 | Acc: 67.945% (19655/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 19s347ms | Loss: 1.102 | Acc: 67.914% (19733/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 19s439ms | Loss: 1.103 | Acc: 67.880% (19810/29184) 228/391 
 [=====================================>...........................]  Step: 87ms | Tot: 19s527ms | Loss: 1.103 | Acc: 67.901% (19903/29312) 229/391 
 [======================================>..........................]  Step: 88ms | Tot: 19s616ms | Loss: 1.102 | Acc: 67.914% (19994/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 19s708ms | Loss: 1.103 | Acc: 67.898% (20076/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 19s800ms | Loss: 1.104 | Acc: 67.885% (20159/29696) 232/391 
 [======================================>..........................]  Step: 84ms | Tot: 19s885ms | Loss: 1.104 | Acc: 67.861% (20239/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 19s977ms | Loss: 1.105 | Acc: 67.839% (20319/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s69ms | Loss: 1.105 | Acc: 67.826% (20402/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 20s162ms | Loss: 1.106 | Acc: 67.800% (20481/30208) 236/391 
 [=======================================>.........................]  Step: 82ms | Tot: 20s244ms | Loss: 1.107 | Acc: 67.787% (20564/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 20s336ms | Loss: 1.108 | Acc: 67.755% (20641/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 20s428ms | Loss: 1.108 | Acc: 67.753% (20727/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 20s520ms | Loss: 1.109 | Acc: 67.764% (20817/30720) 240/391 
 [=======================================>.........................]  Step: 82ms | Tot: 20s602ms | Loss: 1.109 | Acc: 67.758% (20902/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 20s695ms | Loss: 1.110 | Acc: 67.720% (20977/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 20s787ms | Loss: 1.110 | Acc: 67.712% (21061/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 20s879ms | Loss: 1.110 | Acc: 67.693% (21142/31232) 244/391 
 [========================================>........................]  Step: 82ms | Tot: 20s962ms | Loss: 1.111 | Acc: 67.656% (21217/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 21s54ms | Loss: 1.112 | Acc: 67.642% (21299/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 21s146ms | Loss: 1.112 | Acc: 67.643% (21386/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 21s239ms | Loss: 1.112 | Acc: 67.625% (21467/31744) 248/391 
 [=========================================>.......................]  Step: 84ms | Tot: 21s323ms | Loss: 1.112 | Acc: 67.611% (21549/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 21s415ms | Loss: 1.112 | Acc: 67.616% (21637/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 21s508ms | Loss: 1.112 | Acc: 67.592% (21716/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 21s600ms | Loss: 1.112 | Acc: 67.591% (21802/32256) 252/391 
 [=========================================>.......................]  Step: 84ms | Tot: 21s684ms | Loss: 1.113 | Acc: 67.567% (21881/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 21s776ms | Loss: 1.113 | Acc: 67.554% (21963/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 21s868ms | Loss: 1.114 | Acc: 67.543% (22046/32640) 255/391 
 [==========================================>......................]  Step: 89ms | Tot: 21s958ms | Loss: 1.114 | Acc: 67.557% (22137/32768) 256/391 
 [==========================================>......................]  Step: 89ms | Tot: 22s48ms | Loss: 1.114 | Acc: 67.549% (22221/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 22s140ms | Loss: 1.115 | Acc: 67.524% (22299/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 22s232ms | Loss: 1.115 | Acc: 67.516% (22383/33152) 259/391 
 [===========================================>.....................]  Step: 86ms | Tot: 22s318ms | Loss: 1.114 | Acc: 67.545% (22479/33280) 260/391 
 [===========================================>.....................]  Step: 89ms | Tot: 22s407ms | Loss: 1.114 | Acc: 67.559% (22570/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 22s499ms | Loss: 1.114 | Acc: 67.551% (22654/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 22s592ms | Loss: 1.115 | Acc: 67.541% (22737/33664) 263/391 
 [===========================================>.....................]  Step: 87ms | Tot: 22s679ms | Loss: 1.116 | Acc: 67.504% (22811/33792) 264/391 
 [===========================================>.....................]  Step: 93ms | Tot: 22s773ms | Loss: 1.116 | Acc: 67.494% (22894/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 22s866ms | Loss: 1.117 | Acc: 67.487% (22978/34048) 266/391 
 [============================================>....................]  Step: 94ms | Tot: 22s960ms | Loss: 1.118 | Acc: 67.474% (23060/34176) 267/391 
 [============================================>....................]  Step: 84ms | Tot: 23s44ms | Loss: 1.117 | Acc: 67.494% (23153/34304) 268/391 
 [============================================>....................]  Step: 94ms | Tot: 23s139ms | Loss: 1.117 | Acc: 67.504% (23243/34432) 269/391 
 [============================================>....................]  Step: 94ms | Tot: 23s233ms | Loss: 1.116 | Acc: 67.503% (23329/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 23s325ms | Loss: 1.116 | Acc: 67.525% (23423/34688) 271/391 
 [=============================================>...................]  Step: 84ms | Tot: 23s409ms | Loss: 1.116 | Acc: 67.526% (23510/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 23s502ms | Loss: 1.117 | Acc: 67.508% (23590/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 23s594ms | Loss: 1.117 | Acc: 67.507% (23676/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 23s686ms | Loss: 1.117 | Acc: 67.517% (23766/35200) 275/391 
 [=============================================>...................]  Step: 82ms | Tot: 23s768ms | Loss: 1.118 | Acc: 67.499% (23846/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 23s861ms | Loss: 1.118 | Acc: 67.492% (23930/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 23s953ms | Loss: 1.119 | Acc: 67.483% (24013/35584) 278/391 
 [==============================================>..................]  Step: 91ms | Tot: 24s45ms | Loss: 1.120 | Acc: 67.451% (24088/35712) 279/391 
 [==============================================>..................]  Step: 86ms | Tot: 24s132ms | Loss: 1.119 | Acc: 67.447% (24173/35840) 280/391 
 [==============================================>..................]  Step: 94ms | Tot: 24s226ms | Loss: 1.119 | Acc: 67.454% (24262/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 24s318ms | Loss: 1.118 | Acc: 67.467% (24353/36096) 282/391 
 [==============================================>..................]  Step: 87ms | Tot: 24s406ms | Loss: 1.119 | Acc: 67.455% (24435/36224) 283/391 
 [===============================================>.................]  Step: 89ms | Tot: 24s495ms | Loss: 1.120 | Acc: 67.435% (24514/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 24s587ms | Loss: 1.120 | Acc: 67.456% (24608/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 24s679ms | Loss: 1.120 | Acc: 67.442% (24689/36608) 286/391 
 [===============================================>.................]  Step: 86ms | Tot: 24s766ms | Loss: 1.120 | Acc: 67.438% (24774/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 24s859ms | Loss: 1.120 | Acc: 67.432% (24858/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 24s951ms | Loss: 1.121 | Acc: 67.436% (24946/36992) 289/391 
 [================================================>................]  Step: 91ms | Tot: 25s43ms | Loss: 1.121 | Acc: 67.438% (25033/37120) 290/391 
 [================================================>................]  Step: 84ms | Tot: 25s127ms | Loss: 1.121 | Acc: 67.443% (25121/37248) 291/391 
 [================================================>................]  Step: 94ms | Tot: 25s221ms | Loss: 1.121 | Acc: 67.463% (25215/37376) 292/391 
 [================================================>................]  Step: 94ms | Tot: 25s316ms | Loss: 1.121 | Acc: 67.481% (25308/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 25s408ms | Loss: 1.121 | Acc: 67.477% (25393/37632) 294/391 
 [================================================>................]  Step: 82ms | Tot: 25s491ms | Loss: 1.122 | Acc: 67.458% (25472/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 25s583ms | Loss: 1.122 | Acc: 67.462% (25560/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 25s675ms | Loss: 1.122 | Acc: 67.466% (25648/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 25s768ms | Loss: 1.123 | Acc: 67.468% (25735/38144) 298/391 
 [=================================================>...............]  Step: 84ms | Tot: 25s852ms | Loss: 1.122 | Acc: 67.485% (25828/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 25s945ms | Loss: 1.121 | Acc: 67.508% (25923/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s37ms | Loss: 1.122 | Acc: 67.504% (26008/38528) 301/391 
 [==================================================>..............]  Step: 91ms | Tot: 26s129ms | Loss: 1.122 | Acc: 67.493% (26090/38656) 302/391 
 [==================================================>..............]  Step: 84ms | Tot: 26s214ms | Loss: 1.122 | Acc: 67.492% (26176/38784) 303/391 
 [==================================================>..............]  Step: 94ms | Tot: 26s308ms | Loss: 1.122 | Acc: 67.511% (26270/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 26s401ms | Loss: 1.122 | Acc: 67.503% (26353/39040) 305/391 
 [==================================================>..............]  Step: 87ms | Tot: 26s488ms | Loss: 1.123 | Acc: 67.486% (26433/39168) 306/391 
 [==================================================>..............]  Step: 89ms | Tot: 26s577ms | Loss: 1.123 | Acc: 67.488% (26520/39296) 307/391 
 [===================================================>.............]  Step: 94ms | Tot: 26s672ms | Loss: 1.124 | Acc: 67.467% (26598/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 26s764ms | Loss: 1.124 | Acc: 67.458% (26681/39552) 309/391 
 [===================================================>.............]  Step: 86ms | Tot: 26s851ms | Loss: 1.124 | Acc: 67.450% (26764/39680) 310/391 
 [===================================================>.............]  Step: 93ms | Tot: 26s944ms | Loss: 1.125 | Acc: 67.451% (26851/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 27s36ms | Loss: 1.124 | Acc: 67.450% (26937/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 27s128ms | Loss: 1.124 | Acc: 67.475% (27033/40064) 313/391 
 [====================================================>............]  Step: 80ms | Tot: 27s209ms | Loss: 1.125 | Acc: 67.456% (27112/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 27s301ms | Loss: 1.125 | Acc: 67.453% (27197/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 27s394ms | Loss: 1.124 | Acc: 67.452% (27283/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 27s486ms | Loss: 1.125 | Acc: 67.444% (27366/40576) 317/391 
 [====================================================>............]  Step: 82ms | Tot: 27s568ms | Loss: 1.124 | Acc: 67.458% (27458/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 27s660ms | Loss: 1.125 | Acc: 67.445% (27539/40832) 319/391 
 [=====================================================>...........]  Step: 94ms | Tot: 27s755ms | Loss: 1.125 | Acc: 67.437% (27622/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 27s847ms | Loss: 1.125 | Acc: 67.421% (27702/41088) 321/391 
 [=====================================================>...........]  Step: 84ms | Tot: 27s931ms | Loss: 1.125 | Acc: 67.430% (27792/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 28s24ms | Loss: 1.125 | Acc: 67.415% (27872/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 28s116ms | Loss: 1.125 | Acc: 67.421% (27961/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 28s208ms | Loss: 1.125 | Acc: 67.433% (28052/41600) 325/391 
 [======================================================>..........]  Step: 84ms | Tot: 28s292ms | Loss: 1.126 | Acc: 67.408% (28128/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 28s385ms | Loss: 1.125 | Acc: 67.436% (28226/41856) 327/391 
 [======================================================>..........]  Step: 91ms | Tot: 28s477ms | Loss: 1.126 | Acc: 67.433% (28311/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 28s569ms | Loss: 1.126 | Acc: 67.425% (28394/42112) 329/391 
 [======================================================>..........]  Step: 84ms | Tot: 28s653ms | Loss: 1.125 | Acc: 67.441% (28487/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 28s746ms | Loss: 1.125 | Acc: 67.454% (28579/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 28s838ms | Loss: 1.124 | Acc: 67.465% (28670/42496) 332/391 
 [=======================================================>.........]  Step: 87ms | Tot: 28s925ms | Loss: 1.124 | Acc: 67.469% (28758/42624) 333/391 
 [=======================================================>.........]  Step: 90ms | Tot: 29s16ms | Loss: 1.124 | Acc: 67.468% (28844/42752) 334/391 
 [=======================================================>.........]  Step: 94ms | Tot: 29s111ms | Loss: 1.124 | Acc: 67.481% (28936/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 29s203ms | Loss: 1.124 | Acc: 67.469% (29017/43008) 336/391 
 [=======================================================>.........]  Step: 86ms | Tot: 29s289ms | Loss: 1.124 | Acc: 67.484% (29110/43136) 337/391 
 [========================================================>........]  Step: 89ms | Tot: 29s379ms | Loss: 1.124 | Acc: 67.490% (29199/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 29s471ms | Loss: 1.124 | Acc: 67.494% (29287/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 29s563ms | Loss: 1.124 | Acc: 67.491% (29372/43520) 340/391 
 [========================================================>........]  Step: 84ms | Tot: 29s647ms | Loss: 1.124 | Acc: 67.495% (29460/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 29s740ms | Loss: 1.123 | Acc: 67.505% (29551/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 29s832ms | Loss: 1.123 | Acc: 67.518% (29643/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 29s925ms | Loss: 1.124 | Acc: 67.501% (29722/44032) 344/391 
 [=========================================================>.......]  Step: 84ms | Tot: 30s10ms | Loss: 1.125 | Acc: 67.500% (29808/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 30s103ms | Loss: 1.124 | Acc: 67.506% (29897/44288) 346/391 
 [=========================================================>.......]  Step: 94ms | Tot: 30s197ms | Loss: 1.124 | Acc: 67.494% (29978/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 30s289ms | Loss: 1.125 | Acc: 67.482% (30059/44544) 348/391 
 [=========================================================>.......]  Step: 83ms | Tot: 30s372ms | Loss: 1.125 | Acc: 67.487% (30148/44672) 349/391 
 [==========================================================>......]  Step: 94ms | Tot: 30s467ms | Loss: 1.125 | Acc: 67.469% (30226/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 30s559ms | Loss: 1.125 | Acc: 67.470% (30313/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 30s651ms | Loss: 1.125 | Acc: 67.465% (30397/45056) 352/391 
 [==========================================================>......]  Step: 82ms | Tot: 30s733ms | Loss: 1.125 | Acc: 67.486% (30493/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 30s825ms | Loss: 1.125 | Acc: 67.496% (30584/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 30s918ms | Loss: 1.125 | Acc: 67.465% (30656/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 31s10ms | Loss: 1.126 | Acc: 67.451% (30736/45568) 356/391 
 [===========================================================>.....]  Step: 82ms | Tot: 31s92ms | Loss: 1.126 | Acc: 67.452% (30823/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 31s184ms | Loss: 1.126 | Acc: 67.432% (30900/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 31s276ms | Loss: 1.127 | Acc: 67.418% (30980/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 31s369ms | Loss: 1.127 | Acc: 67.418% (31066/46080) 360/391 
 [===========================================================>.....]  Step: 85ms | Tot: 31s454ms | Loss: 1.127 | Acc: 67.406% (31147/46208) 361/391 
 [============================================================>....]  Step: 94ms | Tot: 31s548ms | Loss: 1.127 | Acc: 67.410% (31235/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 31s640ms | Loss: 1.127 | Acc: 67.409% (31321/46464) 363/391 
 [============================================================>....]  Step: 87ms | Tot: 31s728ms | Loss: 1.126 | Acc: 67.419% (31412/46592) 364/391 
 [============================================================>....]  Step: 89ms | Tot: 31s817ms | Loss: 1.127 | Acc: 67.417% (31497/46720) 365/391 
 [============================================================>....]  Step: 94ms | Tot: 31s911ms | Loss: 1.127 | Acc: 67.405% (31578/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 32s3ms | Loss: 1.127 | Acc: 67.405% (31664/46976) 367/391 
 [=============================================================>...]  Step: 86ms | Tot: 32s90ms | Loss: 1.127 | Acc: 67.393% (31745/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 32s183ms | Loss: 1.127 | Acc: 67.401% (31835/47232) 369/391 
 [=============================================================>...]  Step: 92ms | Tot: 32s275ms | Loss: 1.128 | Acc: 67.373% (31908/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 32s367ms | Loss: 1.128 | Acc: 67.364% (31990/47488) 371/391 
 [=============================================================>...]  Step: 84ms | Tot: 32s451ms | Loss: 1.128 | Acc: 67.362% (32075/47616) 372/391 
 [=============================================================>...]  Step: 94ms | Tot: 32s546ms | Loss: 1.127 | Acc: 67.370% (32165/47744) 373/391 
 [==============================================================>..]  Step: 94ms | Tot: 32s640ms | Loss: 1.128 | Acc: 67.348% (32241/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 32s732ms | Loss: 1.129 | Acc: 67.329% (32318/48000) 375/391 
 [==============================================================>..]  Step: 84ms | Tot: 32s817ms | Loss: 1.128 | Acc: 67.335% (32407/48128) 376/391 
 [==============================================================>..]  Step: 92ms | Tot: 32s909ms | Loss: 1.128 | Acc: 67.347% (32499/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 33s1ms | Loss: 1.128 | Acc: 67.355% (32589/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 33s93ms | Loss: 1.127 | Acc: 67.367% (32681/48512) 379/391 
 [===============================================================>.]  Step: 84ms | Tot: 33s178ms | Loss: 1.128 | Acc: 67.350% (32759/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 33s270ms | Loss: 1.128 | Acc: 67.331% (32836/48768) 381/391 
 [===============================================================>.]  Step: 92ms | Tot: 33s362ms | Loss: 1.128 | Acc: 67.337% (32925/48896) 382/391 
 [===============================================================>.]  Step: 91ms | Tot: 33s454ms | Loss: 1.128 | Acc: 67.340% (33013/49024) 383/391 
 [===============================================================>.]  Step: 86ms | Tot: 33s541ms | Loss: 1.128 | Acc: 67.326% (33092/49152) 384/391 
 [===============================================================>.]  Step: 94ms | Tot: 33s635ms | Loss: 1.129 | Acc: 67.297% (33164/49280) 385/391 
 [================================================================>]  Step: 92ms | Tot: 33s728ms | Loss: 1.129 | Acc: 67.305% (33254/49408) 386/391 
 [================================================================>]  Step: 89ms | Tot: 33s817ms | Loss: 1.129 | Acc: 67.307% (33341/49536) 387/391 
 [================================================================>]  Step: 89ms | Tot: 33s906ms | Loss: 1.129 | Acc: 67.298% (33423/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 33s998ms | Loss: 1.129 | Acc: 67.298% (33509/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 34s90ms | Loss: 1.129 | Acc: 67.292% (33592/49920) 390/391 
 [================================================================>]  Step: 62ms | Tot: 34s152ms | Loss: 1.130 | Acc: 67.290% (33645/50000) 391/391 
 [>................................................................]  Step: 158ms | Tot: 0ms | Loss: 1.500 | Acc: 62.000% (62/100)    1/100 
 [>................................................................]  Step: 26ms | Tot: 26ms | Loss: 1.527 | Acc: 62.500% (125/200)   2/100 
 [=>...............................................................]  Step: 20ms | Tot: 46ms | Loss: 1.540 | Acc: 63.000% (189/300)   3/100 
 [=>...............................................................]  Step: 23ms | Tot: 70ms | Loss: 1.549 | Acc: 60.750% (243/400)   4/100 
 [==>..............................................................]  Step: 26ms | Tot: 96ms | Loss: 1.617 | Acc: 59.000% (295/500)   5/100 
 [===>.............................................................]  Step: 26ms | Tot: 122ms | Loss: 1.713 | Acc: 57.500% (345/600)  6/100 
 [===>.............................................................]  Step: 26ms | Tot: 148ms | Loss: 1.669 | Acc: 58.571% (410/700)  7/100 
 [====>............................................................]  Step: 26ms | Tot: 174ms | Loss: 1.636 | Acc: 58.500% (468/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 200ms | Loss: 1.662 | Acc: 58.111% (523/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 226ms | Loss: 1.670 | Acc: 57.400% (574/1000) 10/100 
 [======>..........................................................]  Step: 26ms | Tot: 252ms | Loss: 1.686 | Acc: 57.091% (628/1100) 11/100 
 [=======>.........................................................]  Step: 26ms | Tot: 278ms | Loss: 1.720 | Acc: 56.750% (681/1200) 12/100 
 [=======>.........................................................]  Step: 26ms | Tot: 305ms | Loss: 1.693 | Acc: 57.154% (743/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 331ms | Loss: 1.710 | Acc: 56.786% (795/1400) 14/100 
 [=========>.......................................................]  Step: 23ms | Tot: 354ms | Loss: 1.712 | Acc: 56.733% (851/1500) 15/100 
 [=========>.......................................................]  Step: 22ms | Tot: 376ms | Loss: 1.722 | Acc: 56.188% (899/1600) 16/100 
 [==========>......................................................]  Step: 26ms | Tot: 402ms | Loss: 1.733 | Acc: 55.882% (950/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 428ms | Loss: 1.756 | Acc: 55.444% (998/1800) 18/100 
 [===========>.....................................................]  Step: 26ms | Tot: 454ms | Loss: 1.745 | Acc: 55.842% (1061/1900) 19/100 
 [============>....................................................]  Step: 26ms | Tot: 481ms | Loss: 1.734 | Acc: 55.950% (1119/2000) 20/100 
 [=============>...................................................]  Step: 26ms | Tot: 507ms | Loss: 1.732 | Acc: 56.095% (1178/2100) 21/100 
 [=============>...................................................]  Step: 26ms | Tot: 533ms | Loss: 1.727 | Acc: 56.227% (1237/2200) 22/100 
 [==============>..................................................]  Step: 26ms | Tot: 559ms | Loss: 1.716 | Acc: 56.565% (1301/2300) 23/100 
 [==============>..................................................]  Step: 25ms | Tot: 585ms | Loss: 1.735 | Acc: 56.167% (1348/2400) 24/100 
 [===============>.................................................]  Step: 26ms | Tot: 611ms | Loss: 1.730 | Acc: 56.240% (1406/2500) 25/100 
 [================>................................................]  Step: 26ms | Tot: 637ms | Loss: 1.728 | Acc: 56.077% (1458/2600) 26/100 
 [================>................................................]  Step: 25ms | Tot: 663ms | Loss: 1.724 | Acc: 56.037% (1513/2700) 27/100 
 [=================>...............................................]  Step: 21ms | Tot: 685ms | Loss: 1.719 | Acc: 56.071% (1570/2800) 28/100 
 [==================>..............................................]  Step: 25ms | Tot: 711ms | Loss: 1.726 | Acc: 55.759% (1617/2900) 29/100 
 [==================>..............................................]  Step: 26ms | Tot: 737ms | Loss: 1.727 | Acc: 55.633% (1669/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 763ms | Loss: 1.736 | Acc: 55.290% (1714/3100) 31/100 
 [====================>............................................]  Step: 25ms | Tot: 788ms | Loss: 1.727 | Acc: 55.438% (1774/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 814ms | Loss: 1.730 | Acc: 55.515% (1832/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 840ms | Loss: 1.729 | Acc: 55.471% (1886/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 866ms | Loss: 1.731 | Acc: 55.371% (1938/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 892ms | Loss: 1.738 | Acc: 55.139% (1985/3600) 36/100 
 [=======================>.........................................]  Step: 25ms | Tot: 918ms | Loss: 1.745 | Acc: 55.000% (2035/3700) 37/100 
 [========================>........................................]  Step: 26ms | Tot: 944ms | Loss: 1.741 | Acc: 55.026% (2091/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 970ms | Loss: 1.742 | Acc: 54.949% (2143/3900) 39/100 
 [=========================>.......................................]  Step: 22ms | Tot: 992ms | Loss: 1.735 | Acc: 55.075% (2203/4000) 40/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s17ms | Loss: 1.735 | Acc: 55.195% (2263/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s43ms | Loss: 1.740 | Acc: 55.214% (2319/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s69ms | Loss: 1.740 | Acc: 55.279% (2377/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s95ms | Loss: 1.743 | Acc: 55.250% (2431/4400) 44/100 
 [============================>....................................]  Step: 25ms | Tot: 1s121ms | Loss: 1.744 | Acc: 55.267% (2487/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s146ms | Loss: 1.741 | Acc: 55.391% (2548/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s172ms | Loss: 1.737 | Acc: 55.383% (2603/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s198ms | Loss: 1.737 | Acc: 55.333% (2656/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s224ms | Loss: 1.746 | Acc: 55.102% (2700/4900) 49/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s250ms | Loss: 1.742 | Acc: 55.220% (2761/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s276ms | Loss: 1.740 | Acc: 55.275% (2819/5100) 51/100 
 [=================================>...............................]  Step: 21ms | Tot: 1s297ms | Loss: 1.737 | Acc: 55.288% (2875/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s323ms | Loss: 1.736 | Acc: 55.396% (2936/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s348ms | Loss: 1.733 | Acc: 55.519% (2998/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s374ms | Loss: 1.733 | Acc: 55.527% (3054/5500) 55/100 
 [===================================>.............................]  Step: 26ms | Tot: 1s400ms | Loss: 1.732 | Acc: 55.518% (3109/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s426ms | Loss: 1.731 | Acc: 55.614% (3170/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s452ms | Loss: 1.729 | Acc: 55.638% (3227/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s478ms | Loss: 1.728 | Acc: 55.678% (3285/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s504ms | Loss: 1.727 | Acc: 55.633% (3338/6000) 60/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s530ms | Loss: 1.725 | Acc: 55.607% (3392/6100) 61/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s555ms | Loss: 1.728 | Acc: 55.500% (3441/6200) 62/100 
 [========================================>........................]  Step: 25ms | Tot: 1s581ms | Loss: 1.728 | Acc: 55.571% (3501/6300) 63/100 
 [========================================>........................]  Step: 21ms | Tot: 1s603ms | Loss: 1.723 | Acc: 55.625% (3560/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s628ms | Loss: 1.725 | Acc: 55.615% (3615/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s654ms | Loss: 1.733 | Acc: 55.485% (3662/6600) 66/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s680ms | Loss: 1.728 | Acc: 55.597% (3725/6700) 67/100 
 [===========================================>.....................]  Step: 26ms | Tot: 1s706ms | Loss: 1.731 | Acc: 55.574% (3779/6800) 68/100 
 [============================================>....................]  Step: 26ms | Tot: 1s732ms | Loss: 1.734 | Acc: 55.507% (3830/6900) 69/100 
 [============================================>....................]  Step: 26ms | Tot: 1s758ms | Loss: 1.733 | Acc: 55.443% (3881/7000) 70/100 
 [=============================================>...................]  Step: 26ms | Tot: 1s785ms | Loss: 1.736 | Acc: 55.479% (3939/7100) 71/100 
 [==============================================>..................]  Step: 25ms | Tot: 1s810ms | Loss: 1.735 | Acc: 55.514% (3997/7200) 72/100 
 [==============================================>..................]  Step: 26ms | Tot: 1s837ms | Loss: 1.736 | Acc: 55.479% (4050/7300) 73/100 
 [===============================================>.................]  Step: 25ms | Tot: 1s863ms | Loss: 1.737 | Acc: 55.459% (4104/7400) 74/100 
 [================================================>................]  Step: 26ms | Tot: 1s889ms | Loss: 1.736 | Acc: 55.520% (4164/7500) 75/100 
 [================================================>................]  Step: 21ms | Tot: 1s910ms | Loss: 1.738 | Acc: 55.526% (4220/7600) 76/100 
 [=================================================>...............]  Step: 23ms | Tot: 1s933ms | Loss: 1.740 | Acc: 55.494% (4273/7700) 77/100 
 [==================================================>..............]  Step: 26ms | Tot: 1s959ms | Loss: 1.741 | Acc: 55.474% (4327/7800) 78/100 
 [==================================================>..............]  Step: 26ms | Tot: 1s985ms | Loss: 1.742 | Acc: 55.418% (4378/7900) 79/100 
 [===================================================>.............]  Step: 25ms | Tot: 2s11ms | Loss: 1.742 | Acc: 55.413% (4433/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s37ms | Loss: 1.743 | Acc: 55.432% (4490/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s63ms | Loss: 1.744 | Acc: 55.439% (4546/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s89ms | Loss: 1.740 | Acc: 55.518% (4608/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s115ms | Loss: 1.741 | Acc: 55.548% (4666/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s140ms | Loss: 1.738 | Acc: 55.553% (4722/8500) 85/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s166ms | Loss: 1.732 | Acc: 55.698% (4790/8600) 86/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s192ms | Loss: 1.736 | Acc: 55.586% (4836/8700) 87/100 
 [========================================================>........]  Step: 19ms | Tot: 2s211ms | Loss: 1.732 | Acc: 55.648% (4897/8800) 88/100 
 [=========================================================>.......]  Step: 22ms | Tot: 2s234ms | Loss: 1.733 | Acc: 55.596% (4948/8900) 89/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s260ms | Loss: 1.731 | Acc: 55.644% (5008/9000) 90/100 
 [==========================================================>......]  Step: 26ms | Tot: 2s286ms | Loss: 1.734 | Acc: 55.604% (5060/9100) 91/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s312ms | Loss: 1.735 | Acc: 55.587% (5114/9200) 92/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s338ms | Loss: 1.735 | Acc: 55.645% (5175/9300) 93/100 
 [============================================================>....]  Step: 26ms | Tot: 2s365ms | Loss: 1.734 | Acc: 55.649% (5231/9400) 94/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s391ms | Loss: 1.733 | Acc: 55.663% (5288/9500) 95/100 
 [=============================================================>...]  Step: 26ms | Tot: 2s417ms | Loss: 1.729 | Acc: 55.719% (5349/9600) 96/100 
 [==============================================================>..]  Step: 26ms | Tot: 2s443ms | Loss: 1.727 | Acc: 55.722% (5405/9700) 97/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s469ms | Loss: 1.726 | Acc: 55.776% (5466/9800) 98/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s495ms | Loss: 1.727 | Acc: 55.758% (5520/9900) 99/100 
 [================================================================>]  Step: 23ms | Tot: 2s518ms | Loss: 1.724 | Acc: 55.770% (5577/10000) 100/100 

Epoch: 25
 [>................................................................]  Step: 241ms | Tot: 0ms | Loss: 0.992 | Acc: 71.094% (91/128)    1/391 
 [>................................................................]  Step: 42ms | Tot: 42ms | Loss: 0.929 | Acc: 73.438% (188/256)   2/391 
 [>................................................................]  Step: 44ms | Tot: 87ms | Loss: 0.946 | Acc: 72.135% (277/384)   3/391 
 [>................................................................]  Step: 41ms | Tot: 129ms | Loss: 0.962 | Acc: 71.484% (366/512)  4/391 
 [>................................................................]  Step: 42ms | Tot: 172ms | Loss: 0.950 | Acc: 71.250% (456/640)  5/391 
 [>................................................................]  Step: 57ms | Tot: 229ms | Loss: 0.979 | Acc: 70.052% (538/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 322ms | Loss: 1.031 | Acc: 68.973% (618/896)  7/391 
 [=>...............................................................]  Step: 92ms | Tot: 414ms | Loss: 1.030 | Acc: 69.238% (709/1024) 8/391 
 [=>...............................................................]  Step: 92ms | Tot: 506ms | Loss: 1.015 | Acc: 69.618% (802/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 599ms | Loss: 1.022 | Acc: 69.453% (889/1280) 10/391 
 [=>...............................................................]  Step: 85ms | Tot: 685ms | Loss: 1.004 | Acc: 69.886% (984/1408) 11/391 
 [=>...............................................................]  Step: 94ms | Tot: 779ms | Loss: 1.001 | Acc: 70.508% (1083/1536) 12/391 
 [=>...............................................................]  Step: 92ms | Tot: 871ms | Loss: 1.005 | Acc: 70.012% (1165/1664) 13/391 
 [==>..............................................................]  Step: 92ms | Tot: 963ms | Loss: 1.013 | Acc: 69.587% (1247/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s56ms | Loss: 1.006 | Acc: 69.792% (1340/1920) 15/391 
 [==>..............................................................]  Step: 90ms | Tot: 1s147ms | Loss: 1.014 | Acc: 69.629% (1426/2048) 16/391 
 [==>..............................................................]  Step: 94ms | Tot: 1s242ms | Loss: 1.016 | Acc: 69.945% (1522/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s334ms | Loss: 1.024 | Acc: 69.792% (1608/2304) 18/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s426ms | Loss: 1.028 | Acc: 69.984% (1702/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s519ms | Loss: 1.031 | Acc: 69.766% (1786/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s611ms | Loss: 1.032 | Acc: 69.568% (1870/2688) 21/391 
 [===>.............................................................]  Step: 86ms | Tot: 1s697ms | Loss: 1.037 | Acc: 69.567% (1959/2816) 22/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s789ms | Loss: 1.041 | Acc: 69.395% (2043/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s882ms | Loss: 1.043 | Acc: 69.368% (2131/3072) 24/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s974ms | Loss: 1.040 | Acc: 69.406% (2221/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s66ms | Loss: 1.047 | Acc: 69.081% (2299/3328) 26/391 
 [====>............................................................]  Step: 87ms | Tot: 2s154ms | Loss: 1.049 | Acc: 68.924% (2382/3456) 27/391 
 [====>............................................................]  Step: 92ms | Tot: 2s246ms | Loss: 1.051 | Acc: 68.834% (2467/3584) 28/391 
 [====>............................................................]  Step: 92ms | Tot: 2s338ms | Loss: 1.050 | Acc: 68.885% (2557/3712) 29/391 
 [====>............................................................]  Step: 92ms | Tot: 2s431ms | Loss: 1.048 | Acc: 68.906% (2646/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s523ms | Loss: 1.049 | Acc: 68.800% (2730/3968) 31/391 
 [=====>...........................................................]  Step: 85ms | Tot: 2s609ms | Loss: 1.050 | Acc: 68.823% (2819/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s701ms | Loss: 1.048 | Acc: 68.797% (2906/4224) 33/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s793ms | Loss: 1.043 | Acc: 68.934% (3000/4352) 34/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s886ms | Loss: 1.044 | Acc: 68.884% (3086/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s978ms | Loss: 1.043 | Acc: 68.880% (3174/4608) 36/391 
 [=====>...........................................................]  Step: 87ms | Tot: 3s66ms | Loss: 1.046 | Acc: 68.792% (3258/4736) 37/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s158ms | Loss: 1.041 | Acc: 69.100% (3361/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s250ms | Loss: 1.045 | Acc: 69.071% (3448/4992) 39/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s342ms | Loss: 1.047 | Acc: 68.926% (3529/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s435ms | Loss: 1.048 | Acc: 68.902% (3616/5248) 41/391 
 [======>..........................................................]  Step: 87ms | Tot: 3s522ms | Loss: 1.046 | Acc: 68.917% (3705/5376) 42/391 
 [======>..........................................................]  Step: 94ms | Tot: 3s616ms | Loss: 1.042 | Acc: 69.004% (3798/5504) 43/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s709ms | Loss: 1.039 | Acc: 69.087% (3891/5632) 44/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s801ms | Loss: 1.040 | Acc: 68.993% (3974/5760) 45/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s894ms | Loss: 1.041 | Acc: 69.005% (4063/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s986ms | Loss: 1.042 | Acc: 69.066% (4155/6016) 47/391 
 [=======>.........................................................]  Step: 86ms | Tot: 4s73ms | Loss: 1.041 | Acc: 69.141% (4248/6144) 48/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s165ms | Loss: 1.038 | Acc: 69.292% (4346/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s257ms | Loss: 1.035 | Acc: 69.375% (4440/6400) 50/391 
 [========>........................................................]  Step: 92ms | Tot: 4s350ms | Loss: 1.037 | Acc: 69.393% (4530/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s442ms | Loss: 1.037 | Acc: 69.441% (4622/6656) 52/391 
 [========>........................................................]  Step: 87ms | Tot: 4s529ms | Loss: 1.034 | Acc: 69.487% (4714/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s622ms | Loss: 1.039 | Acc: 69.271% (4788/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s714ms | Loss: 1.038 | Acc: 69.361% (4883/7040) 55/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s807ms | Loss: 1.035 | Acc: 69.392% (4974/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 4s899ms | Loss: 1.037 | Acc: 69.367% (5061/7296) 57/391 
 [=========>.......................................................]  Step: 87ms | Tot: 4s986ms | Loss: 1.038 | Acc: 69.289% (5144/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s79ms | Loss: 1.038 | Acc: 69.319% (5235/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s171ms | Loss: 1.041 | Acc: 69.323% (5324/7680) 60/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s264ms | Loss: 1.039 | Acc: 69.365% (5416/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s356ms | Loss: 1.041 | Acc: 69.292% (5499/7936) 62/391 
 [==========>......................................................]  Step: 85ms | Tot: 5s441ms | Loss: 1.039 | Acc: 69.296% (5588/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s534ms | Loss: 1.038 | Acc: 69.336% (5680/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s626ms | Loss: 1.036 | Acc: 69.447% (5778/8320) 65/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s719ms | Loss: 1.037 | Acc: 69.389% (5862/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s811ms | Loss: 1.035 | Acc: 69.333% (5946/8576) 67/391 
 [===========>.....................................................]  Step: 87ms | Tot: 5s899ms | Loss: 1.034 | Acc: 69.382% (6039/8704) 68/391 
 [===========>.....................................................]  Step: 93ms | Tot: 5s993ms | Loss: 1.034 | Acc: 69.407% (6130/8832) 69/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s85ms | Loss: 1.033 | Acc: 69.408% (6219/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s177ms | Loss: 1.032 | Acc: 69.454% (6312/9088) 71/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s270ms | Loss: 1.034 | Acc: 69.412% (6397/9216) 72/391 
 [===========>.....................................................]  Step: 91ms | Tot: 6s362ms | Loss: 1.034 | Acc: 69.435% (6488/9344) 73/391 
 [============>....................................................]  Step: 87ms | Tot: 6s449ms | Loss: 1.033 | Acc: 69.415% (6575/9472) 74/391 
 [============>....................................................]  Step: 94ms | Tot: 6s544ms | Loss: 1.032 | Acc: 69.458% (6668/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s636ms | Loss: 1.030 | Acc: 69.480% (6759/9728) 76/391 
 [============>....................................................]  Step: 92ms | Tot: 6s728ms | Loss: 1.031 | Acc: 69.440% (6844/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 6s821ms | Loss: 1.031 | Acc: 69.451% (6934/9984) 78/391 
 [============>....................................................]  Step: 87ms | Tot: 6s908ms | Loss: 1.028 | Acc: 69.511% (7029/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s1ms | Loss: 1.031 | Acc: 69.434% (7110/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s93ms | Loss: 1.029 | Acc: 69.483% (7204/10368) 81/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s185ms | Loss: 1.028 | Acc: 69.541% (7299/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s277ms | Loss: 1.026 | Acc: 69.559% (7390/10624) 83/391 
 [=============>...................................................]  Step: 87ms | Tot: 7s365ms | Loss: 1.028 | Acc: 69.541% (7477/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s457ms | Loss: 1.027 | Acc: 69.568% (7569/10880) 85/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s549ms | Loss: 1.026 | Acc: 69.668% (7669/11008) 86/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s641ms | Loss: 1.025 | Acc: 69.729% (7765/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s733ms | Loss: 1.025 | Acc: 69.780% (7860/11264) 88/391 
 [==============>..................................................]  Step: 87ms | Tot: 7s820ms | Loss: 1.025 | Acc: 69.768% (7948/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s913ms | Loss: 1.028 | Acc: 69.766% (8037/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s5ms | Loss: 1.028 | Acc: 69.746% (8124/11648) 91/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s97ms | Loss: 1.028 | Acc: 69.701% (8208/11776) 92/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s190ms | Loss: 1.028 | Acc: 69.708% (8298/11904) 93/391 
 [===============>.................................................]  Step: 87ms | Tot: 8s277ms | Loss: 1.030 | Acc: 69.639% (8379/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s369ms | Loss: 1.031 | Acc: 69.597% (8463/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s462ms | Loss: 1.029 | Acc: 69.661% (8560/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s554ms | Loss: 1.030 | Acc: 69.684% (8652/12416) 97/391 
 [================>................................................]  Step: 92ms | Tot: 8s646ms | Loss: 1.030 | Acc: 69.731% (8747/12544) 98/391 
 [================>................................................]  Step: 89ms | Tot: 8s736ms | Loss: 1.029 | Acc: 69.705% (8833/12672) 99/391 
 [================>................................................]  Step: 90ms | Tot: 8s827ms | Loss: 1.030 | Acc: 69.695% (8921/12800) 100/391 
 [================>................................................]  Step: 92ms | Tot: 8s919ms | Loss: 1.030 | Acc: 69.670% (9007/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s12ms | Loss: 1.030 | Acc: 69.661% (9095/13056) 102/391 
 [================>................................................]  Step: 92ms | Tot: 9s105ms | Loss: 1.030 | Acc: 69.660% (9184/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s197ms | Loss: 1.032 | Acc: 69.629% (9269/13312) 104/391 
 [=================>...............................................]  Step: 86ms | Tot: 9s283ms | Loss: 1.032 | Acc: 69.621% (9357/13440) 105/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s375ms | Loss: 1.032 | Acc: 69.627% (9447/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s468ms | Loss: 1.032 | Acc: 69.575% (9529/13696) 107/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s560ms | Loss: 1.032 | Acc: 69.510% (9609/13824) 108/391 
 [=================>...............................................]  Step: 93ms | Tot: 9s653ms | Loss: 1.031 | Acc: 69.503% (9697/13952) 109/391 
 [==================>..............................................]  Step: 86ms | Tot: 9s739ms | Loss: 1.029 | Acc: 69.531% (9790/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s832ms | Loss: 1.031 | Acc: 69.503% (9875/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s924ms | Loss: 1.030 | Acc: 69.524% (9967/14336) 112/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s16ms | Loss: 1.030 | Acc: 69.538% (10058/14464) 113/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s108ms | Loss: 1.031 | Acc: 69.511% (10143/14592) 114/391 
 [==================>..............................................]  Step: 85ms | Tot: 10s193ms | Loss: 1.030 | Acc: 69.558% (10239/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s286ms | Loss: 1.030 | Acc: 69.545% (10326/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s378ms | Loss: 1.030 | Acc: 69.511% (10410/14976) 117/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s471ms | Loss: 1.031 | Acc: 69.465% (10492/15104) 118/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s563ms | Loss: 1.031 | Acc: 69.439% (10577/15232) 119/391 
 [===================>.............................................]  Step: 86ms | Tot: 10s650ms | Loss: 1.031 | Acc: 69.421% (10663/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s742ms | Loss: 1.032 | Acc: 69.421% (10752/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 10s835ms | Loss: 1.032 | Acc: 69.454% (10846/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 10s927ms | Loss: 1.031 | Acc: 69.493% (10941/15744) 123/391 
 [====================>............................................]  Step: 92ms | Tot: 11s19ms | Loss: 1.033 | Acc: 69.462% (11025/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s112ms | Loss: 1.034 | Acc: 69.431% (11109/16000) 125/391 
 [====================>............................................]  Step: 88ms | Tot: 11s200ms | Loss: 1.035 | Acc: 69.358% (11186/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 11s293ms | Loss: 1.037 | Acc: 69.328% (11270/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s385ms | Loss: 1.036 | Acc: 69.373% (11366/16384) 128/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s477ms | Loss: 1.035 | Acc: 69.362% (11453/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s570ms | Loss: 1.036 | Acc: 69.363% (11542/16640) 130/391 
 [=====================>...........................................]  Step: 86ms | Tot: 11s657ms | Loss: 1.035 | Acc: 69.364% (11631/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s749ms | Loss: 1.037 | Acc: 69.300% (11709/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s841ms | Loss: 1.038 | Acc: 69.273% (11793/17024) 133/391 
 [======================>..........................................]  Step: 92ms | Tot: 11s933ms | Loss: 1.040 | Acc: 69.251% (11878/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s26ms | Loss: 1.041 | Acc: 69.253% (11967/17280) 135/391 
 [======================>..........................................]  Step: 87ms | Tot: 12s113ms | Loss: 1.041 | Acc: 69.267% (12058/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s205ms | Loss: 1.042 | Acc: 69.206% (12136/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s298ms | Loss: 1.042 | Acc: 69.192% (12222/17664) 138/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s390ms | Loss: 1.042 | Acc: 69.194% (12311/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s482ms | Loss: 1.043 | Acc: 69.174% (12396/17920) 140/391 
 [=======================>.........................................]  Step: 87ms | Tot: 12s570ms | Loss: 1.043 | Acc: 69.215% (12492/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s662ms | Loss: 1.043 | Acc: 69.185% (12575/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s755ms | Loss: 1.044 | Acc: 69.236% (12673/18304) 143/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s847ms | Loss: 1.043 | Acc: 69.303% (12774/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s939ms | Loss: 1.043 | Acc: 69.310% (12864/18560) 145/391 
 [========================>........................................]  Step: 88ms | Tot: 13s27ms | Loss: 1.045 | Acc: 69.307% (12952/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 13s120ms | Loss: 1.045 | Acc: 69.281% (13036/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 13s212ms | Loss: 1.045 | Acc: 69.288% (13126/18944) 148/391 
 [========================>........................................]  Step: 92ms | Tot: 13s305ms | Loss: 1.046 | Acc: 69.253% (13208/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s397ms | Loss: 1.047 | Acc: 69.229% (13292/19200) 150/391 
 [========================>........................................]  Step: 90ms | Tot: 13s487ms | Loss: 1.047 | Acc: 69.226% (13380/19328) 151/391 
 [=========================>.......................................]  Step: 90ms | Tot: 13s577ms | Loss: 1.049 | Acc: 69.146% (13453/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s669ms | Loss: 1.049 | Acc: 69.148% (13542/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s762ms | Loss: 1.049 | Acc: 69.161% (13633/19712) 154/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s854ms | Loss: 1.050 | Acc: 69.133% (13716/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s946ms | Loss: 1.049 | Acc: 69.156% (13809/19968) 156/391 
 [=========================>.......................................]  Step: 87ms | Tot: 14s34ms | Loss: 1.051 | Acc: 69.083% (13883/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s127ms | Loss: 1.052 | Acc: 69.066% (13968/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s219ms | Loss: 1.052 | Acc: 69.099% (14063/20352) 159/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s311ms | Loss: 1.052 | Acc: 69.092% (14150/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s403ms | Loss: 1.052 | Acc: 69.075% (14235/20608) 161/391 
 [==========================>......................................]  Step: 85ms | Tot: 14s489ms | Loss: 1.054 | Acc: 69.063% (14321/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s582ms | Loss: 1.054 | Acc: 69.086% (14414/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s674ms | Loss: 1.054 | Acc: 69.088% (14503/20992) 164/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s767ms | Loss: 1.055 | Acc: 69.096% (14593/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s859ms | Loss: 1.055 | Acc: 69.084% (14679/21248) 166/391 
 [===========================>.....................................]  Step: 84ms | Tot: 14s944ms | Loss: 1.057 | Acc: 69.054% (14761/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s36ms | Loss: 1.058 | Acc: 69.038% (14846/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s129ms | Loss: 1.058 | Acc: 69.064% (14940/21632) 169/391 
 [============================>....................................]  Step: 92ms | Tot: 15s221ms | Loss: 1.059 | Acc: 69.026% (15020/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s314ms | Loss: 1.060 | Acc: 69.010% (15105/21888) 171/391 
 [============================>....................................]  Step: 87ms | Tot: 15s401ms | Loss: 1.062 | Acc: 68.959% (15182/22016) 172/391 
 [============================>....................................]  Step: 92ms | Tot: 15s494ms | Loss: 1.061 | Acc: 68.976% (15274/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 15s586ms | Loss: 1.062 | Acc: 68.970% (15361/22272) 174/391 
 [============================>....................................]  Step: 92ms | Tot: 15s679ms | Loss: 1.062 | Acc: 68.946% (15444/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s771ms | Loss: 1.064 | Acc: 68.888% (15519/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s863ms | Loss: 1.064 | Acc: 68.874% (15604/22656) 177/391 
 [=============================>...................................]  Step: 88ms | Tot: 15s951ms | Loss: 1.065 | Acc: 68.851% (15687/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s44ms | Loss: 1.065 | Acc: 68.824% (15769/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s136ms | Loss: 1.065 | Acc: 68.850% (15863/23040) 180/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s229ms | Loss: 1.066 | Acc: 68.836% (15948/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s321ms | Loss: 1.067 | Acc: 68.793% (16026/23296) 182/391 
 [==============================>..................................]  Step: 87ms | Tot: 16s408ms | Loss: 1.066 | Acc: 68.840% (16125/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s501ms | Loss: 1.066 | Acc: 68.839% (16213/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s593ms | Loss: 1.067 | Acc: 68.818% (16296/23680) 185/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s685ms | Loss: 1.067 | Acc: 68.813% (16383/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s777ms | Loss: 1.067 | Acc: 68.808% (16470/23936) 187/391 
 [===============================>.................................]  Step: 87ms | Tot: 16s865ms | Loss: 1.068 | Acc: 68.754% (16545/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 16s957ms | Loss: 1.068 | Acc: 68.746% (16631/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s49ms | Loss: 1.069 | Acc: 68.713% (16711/24320) 190/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s142ms | Loss: 1.069 | Acc: 68.689% (16793/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s234ms | Loss: 1.070 | Acc: 68.656% (16873/24576) 192/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s322ms | Loss: 1.069 | Acc: 68.685% (16968/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s414ms | Loss: 1.070 | Acc: 68.629% (17042/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 17s506ms | Loss: 1.070 | Acc: 68.630% (17130/24960) 195/391 
 [================================>................................]  Step: 92ms | Tot: 17s599ms | Loss: 1.071 | Acc: 68.595% (17209/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s691ms | Loss: 1.071 | Acc: 68.579% (17293/25216) 197/391 
 [================================>................................]  Step: 86ms | Tot: 17s778ms | Loss: 1.072 | Acc: 68.549% (17373/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 17s871ms | Loss: 1.072 | Acc: 68.546% (17460/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 17s963ms | Loss: 1.073 | Acc: 68.539% (17546/25600) 200/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s56ms | Loss: 1.073 | Acc: 68.501% (17624/25728) 201/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s148ms | Loss: 1.074 | Acc: 68.499% (17711/25856) 202/391 
 [=================================>...............................]  Step: 90ms | Tot: 18s238ms | Loss: 1.073 | Acc: 68.500% (17799/25984) 203/391 
 [=================================>...............................]  Step: 90ms | Tot: 18s329ms | Loss: 1.074 | Acc: 68.478% (17881/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s422ms | Loss: 1.075 | Acc: 68.464% (17965/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s514ms | Loss: 1.075 | Acc: 68.466% (18053/26368) 206/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s606ms | Loss: 1.076 | Acc: 68.452% (18137/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s699ms | Loss: 1.076 | Acc: 68.423% (18217/26624) 208/391 
 [==================================>..............................]  Step: 87ms | Tot: 18s786ms | Loss: 1.077 | Acc: 68.443% (18310/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s878ms | Loss: 1.077 | Acc: 68.411% (18389/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s971ms | Loss: 1.078 | Acc: 68.395% (18472/27008) 211/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s63ms | Loss: 1.078 | Acc: 68.381% (18556/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s156ms | Loss: 1.078 | Acc: 68.394% (18647/27264) 213/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s243ms | Loss: 1.078 | Acc: 68.381% (18731/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s336ms | Loss: 1.078 | Acc: 68.376% (18817/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s428ms | Loss: 1.080 | Acc: 68.345% (18896/27648) 216/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s520ms | Loss: 1.080 | Acc: 68.332% (18980/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s613ms | Loss: 1.079 | Acc: 68.338% (19069/27904) 218/391 
 [====================================>............................]  Step: 85ms | Tot: 19s698ms | Loss: 1.079 | Acc: 68.325% (19153/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 19s791ms | Loss: 1.079 | Acc: 68.320% (19239/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 19s883ms | Loss: 1.079 | Acc: 68.343% (19333/28288) 221/391 
 [====================================>............................]  Step: 92ms | Tot: 19s975ms | Loss: 1.078 | Acc: 68.345% (19421/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 20s68ms | Loss: 1.079 | Acc: 68.333% (19505/28544) 223/391 
 [=====================================>...........................]  Step: 87ms | Tot: 20s155ms | Loss: 1.079 | Acc: 68.338% (19594/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s248ms | Loss: 1.079 | Acc: 68.368% (19690/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s340ms | Loss: 1.079 | Acc: 68.352% (19773/28928) 226/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s432ms | Loss: 1.079 | Acc: 68.351% (19860/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 20s524ms | Loss: 1.079 | Acc: 68.346% (19946/29184) 228/391 
 [=====================================>...........................]  Step: 89ms | Tot: 20s614ms | Loss: 1.080 | Acc: 68.310% (20023/29312) 229/391 
 [======================================>..........................]  Step: 90ms | Tot: 20s705ms | Loss: 1.081 | Acc: 68.308% (20110/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s797ms | Loss: 1.080 | Acc: 68.331% (20204/29568) 231/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s890ms | Loss: 1.080 | Acc: 68.343% (20295/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 20s982ms | Loss: 1.080 | Acc: 68.331% (20379/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 21s74ms | Loss: 1.079 | Acc: 68.349% (20472/29952) 234/391 
 [======================================>..........................]  Step: 86ms | Tot: 21s160ms | Loss: 1.079 | Acc: 68.361% (20563/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s252ms | Loss: 1.079 | Acc: 68.359% (20650/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s345ms | Loss: 1.079 | Acc: 68.378% (20743/30336) 237/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s438ms | Loss: 1.078 | Acc: 68.399% (20837/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s530ms | Loss: 1.078 | Acc: 68.394% (20923/30592) 239/391 
 [=======================================>.........................]  Step: 87ms | Tot: 21s617ms | Loss: 1.078 | Acc: 68.376% (21005/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 21s710ms | Loss: 1.078 | Acc: 68.371% (21091/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 21s802ms | Loss: 1.079 | Acc: 68.366% (21177/30976) 242/391 
 [========================================>........................]  Step: 92ms | Tot: 21s894ms | Loss: 1.079 | Acc: 68.380% (21269/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 21s987ms | Loss: 1.079 | Acc: 68.375% (21355/31232) 244/391 
 [========================================>........................]  Step: 87ms | Tot: 22s74ms | Loss: 1.079 | Acc: 68.374% (21442/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 22s166ms | Loss: 1.079 | Acc: 68.397% (21537/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 22s259ms | Loss: 1.080 | Acc: 68.383% (21620/31616) 247/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s351ms | Loss: 1.080 | Acc: 68.366% (21702/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s443ms | Loss: 1.081 | Acc: 68.355% (21786/31872) 249/391 
 [=========================================>.......................]  Step: 87ms | Tot: 22s531ms | Loss: 1.082 | Acc: 68.325% (21864/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s623ms | Loss: 1.082 | Acc: 68.317% (21949/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s716ms | Loss: 1.082 | Acc: 68.341% (22044/32256) 252/391 
 [=========================================>.......................]  Step: 92ms | Tot: 22s808ms | Loss: 1.082 | Acc: 68.339% (22131/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 22s901ms | Loss: 1.081 | Acc: 68.344% (22220/32512) 254/391 
 [==========================================>......................]  Step: 90ms | Tot: 22s991ms | Loss: 1.082 | Acc: 68.327% (22302/32640) 255/391 
 [==========================================>......................]  Step: 90ms | Tot: 23s82ms | Loss: 1.081 | Acc: 68.341% (22394/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s175ms | Loss: 1.082 | Acc: 68.300% (22468/32896) 257/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s267ms | Loss: 1.083 | Acc: 68.299% (22555/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 23s360ms | Loss: 1.083 | Acc: 68.285% (22638/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s452ms | Loss: 1.083 | Acc: 68.275% (22722/33280) 260/391 
 [===========================================>.....................]  Step: 86ms | Tot: 23s539ms | Loss: 1.084 | Acc: 68.256% (22803/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s631ms | Loss: 1.084 | Acc: 68.240% (22885/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s724ms | Loss: 1.084 | Acc: 68.233% (22970/33664) 263/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s816ms | Loss: 1.085 | Acc: 68.214% (23051/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 23s908ms | Loss: 1.085 | Acc: 68.219% (23140/33920) 265/391 
 [============================================>....................]  Step: 87ms | Tot: 23s996ms | Loss: 1.085 | Acc: 68.221% (23228/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 24s88ms | Loss: 1.085 | Acc: 68.197% (23307/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 24s180ms | Loss: 1.086 | Acc: 68.170% (23385/34304) 268/391 
 [============================================>....................]  Step: 92ms | Tot: 24s273ms | Loss: 1.086 | Acc: 68.189% (23479/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 24s365ms | Loss: 1.086 | Acc: 68.194% (23568/34560) 270/391 
 [============================================>....................]  Step: 85ms | Tot: 24s450ms | Loss: 1.086 | Acc: 68.199% (23657/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s542ms | Loss: 1.086 | Acc: 68.190% (23741/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s635ms | Loss: 1.086 | Acc: 68.201% (23832/34944) 273/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s727ms | Loss: 1.087 | Acc: 68.174% (23910/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 24s819ms | Loss: 1.087 | Acc: 68.190% (24003/35200) 275/391 
 [=============================================>...................]  Step: 87ms | Tot: 24s907ms | Loss: 1.087 | Acc: 68.195% (24092/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 25s | Loss: 1.087 | Acc: 68.192% (24178/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s92ms | Loss: 1.088 | Acc: 68.160% (24254/35584) 278/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s184ms | Loss: 1.088 | Acc: 68.168% (24344/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s277ms | Loss: 1.088 | Acc: 68.136% (24420/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s369ms | Loss: 1.089 | Acc: 68.122% (24502/35968) 281/391 
 [==============================================>..................]  Step: 90ms | Tot: 25s459ms | Loss: 1.089 | Acc: 68.116% (24587/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 25s552ms | Loss: 1.089 | Acc: 68.118% (24675/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s644ms | Loss: 1.089 | Acc: 68.120% (24763/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s737ms | Loss: 1.090 | Acc: 68.087% (24838/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s829ms | Loss: 1.091 | Acc: 68.064% (24917/36608) 286/391 
 [===============================================>.................]  Step: 86ms | Tot: 25s916ms | Loss: 1.091 | Acc: 68.037% (24994/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s8ms | Loss: 1.092 | Acc: 68.031% (25079/36864) 288/391 
 [===============================================>.................]  Step: 92ms | Tot: 26s100ms | Loss: 1.093 | Acc: 68.007% (25157/36992) 289/391 
 [================================================>................]  Step: 92ms | Tot: 26s193ms | Loss: 1.094 | Acc: 67.982% (25235/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 26s285ms | Loss: 1.094 | Acc: 67.969% (25317/37248) 291/391 
 [================================================>................]  Step: 85ms | Tot: 26s371ms | Loss: 1.094 | Acc: 67.961% (25401/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 26s463ms | Loss: 1.094 | Acc: 67.974% (25493/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 26s556ms | Loss: 1.093 | Acc: 67.993% (25587/37632) 294/391 
 [================================================>................]  Step: 92ms | Tot: 26s648ms | Loss: 1.093 | Acc: 67.982% (25670/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s740ms | Loss: 1.093 | Acc: 67.990% (25760/37888) 296/391 
 [=================================================>...............]  Step: 87ms | Tot: 26s828ms | Loss: 1.093 | Acc: 68.011% (25855/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 26s920ms | Loss: 1.093 | Acc: 68.026% (25948/38144) 298/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s13ms | Loss: 1.093 | Acc: 68.031% (26037/38272) 299/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s105ms | Loss: 1.094 | Acc: 68.029% (26123/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 27s198ms | Loss: 1.094 | Acc: 68.026% (26209/38528) 301/391 
 [==================================================>..............]  Step: 87ms | Tot: 27s285ms | Loss: 1.094 | Acc: 68.023% (26295/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s378ms | Loss: 1.095 | Acc: 68.010% (26377/38784) 303/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s470ms | Loss: 1.095 | Acc: 67.982% (26453/38912) 304/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s563ms | Loss: 1.095 | Acc: 67.997% (26546/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s655ms | Loss: 1.095 | Acc: 67.976% (26625/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 27s747ms | Loss: 1.095 | Acc: 67.961% (26706/39296) 307/391 
 [===================================================>.............]  Step: 90ms | Tot: 27s838ms | Loss: 1.095 | Acc: 67.974% (26798/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 27s930ms | Loss: 1.096 | Acc: 67.959% (26879/39552) 309/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s23ms | Loss: 1.096 | Acc: 67.951% (26963/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s115ms | Loss: 1.095 | Acc: 67.961% (27054/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 28s208ms | Loss: 1.096 | Acc: 67.959% (27140/39936) 312/391 
 [===================================================>.............]  Step: 86ms | Tot: 28s294ms | Loss: 1.096 | Acc: 67.946% (27222/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 28s387ms | Loss: 1.096 | Acc: 67.941% (27307/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 28s479ms | Loss: 1.096 | Acc: 67.927% (27388/40320) 315/391 
 [====================================================>............]  Step: 92ms | Tot: 28s571ms | Loss: 1.097 | Acc: 67.914% (27470/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 28s664ms | Loss: 1.096 | Acc: 67.924% (27561/40576) 317/391 
 [====================================================>............]  Step: 86ms | Tot: 28s750ms | Loss: 1.097 | Acc: 67.898% (27637/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 28s842ms | Loss: 1.096 | Acc: 67.920% (27733/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 28s934ms | Loss: 1.097 | Acc: 67.908% (27815/40960) 320/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s27ms | Loss: 1.097 | Acc: 67.935% (27913/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s119ms | Loss: 1.097 | Acc: 67.928% (27997/41216) 322/391 
 [=====================================================>...........]  Step: 84ms | Tot: 29s204ms | Loss: 1.097 | Acc: 67.923% (28082/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s296ms | Loss: 1.097 | Acc: 67.913% (28165/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 29s389ms | Loss: 1.097 | Acc: 67.901% (28247/41600) 325/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s481ms | Loss: 1.098 | Acc: 67.902% (28334/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s573ms | Loss: 1.098 | Acc: 67.892% (28417/41856) 327/391 
 [======================================================>..........]  Step: 87ms | Tot: 29s661ms | Loss: 1.098 | Acc: 67.883% (28500/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s753ms | Loss: 1.099 | Acc: 67.876% (28584/42112) 329/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s845ms | Loss: 1.099 | Acc: 67.874% (28670/42240) 330/391 
 [======================================================>..........]  Step: 92ms | Tot: 29s938ms | Loss: 1.099 | Acc: 67.886% (28762/42368) 331/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s30ms | Loss: 1.100 | Acc: 67.870% (28842/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s122ms | Loss: 1.099 | Acc: 67.868% (28928/42624) 333/391 
 [=======================================================>.........]  Step: 88ms | Tot: 30s211ms | Loss: 1.100 | Acc: 67.868% (29015/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s303ms | Loss: 1.100 | Acc: 67.880% (29107/42880) 335/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s395ms | Loss: 1.100 | Acc: 67.876% (29192/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 30s488ms | Loss: 1.100 | Acc: 67.871% (29277/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 30s580ms | Loss: 1.101 | Acc: 67.865% (29361/43264) 338/391 
 [========================================================>........]  Step: 85ms | Tot: 30s666ms | Loss: 1.100 | Acc: 67.879% (29454/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 30s758ms | Loss: 1.101 | Acc: 67.879% (29541/43520) 340/391 
 [========================================================>........]  Step: 92ms | Tot: 30s850ms | Loss: 1.101 | Acc: 67.868% (29623/43648) 341/391 
 [========================================================>........]  Step: 92ms | Tot: 30s943ms | Loss: 1.101 | Acc: 67.868% (29710/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 31s35ms | Loss: 1.101 | Acc: 67.848% (29788/43904) 343/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s123ms | Loss: 1.101 | Acc: 67.864% (29882/44032) 344/391 
 [=========================================================>.......]  Step: 91ms | Tot: 31s215ms | Loss: 1.101 | Acc: 67.867% (29970/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s307ms | Loss: 1.102 | Acc: 67.849% (30049/44288) 346/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s399ms | Loss: 1.103 | Acc: 67.840% (30132/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 31s492ms | Loss: 1.104 | Acc: 67.816% (30208/44544) 348/391 
 [=========================================================>.......]  Step: 87ms | Tot: 31s579ms | Loss: 1.104 | Acc: 67.819% (30296/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s671ms | Loss: 1.104 | Acc: 67.830% (30388/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s764ms | Loss: 1.104 | Acc: 67.837% (30478/44928) 351/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s856ms | Loss: 1.104 | Acc: 67.824% (30559/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 31s948ms | Loss: 1.104 | Acc: 67.840% (30653/45184) 353/391 
 [==========================================================>......]  Step: 87ms | Tot: 32s36ms | Loss: 1.104 | Acc: 67.839% (30739/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 32s128ms | Loss: 1.104 | Acc: 67.863% (30837/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s220ms | Loss: 1.104 | Acc: 67.866% (30925/45568) 356/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s313ms | Loss: 1.103 | Acc: 67.879% (31018/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s405ms | Loss: 1.103 | Acc: 67.875% (31103/45824) 358/391 
 [===========================================================>.....]  Step: 91ms | Tot: 32s497ms | Loss: 1.103 | Acc: 67.873% (31189/45952) 359/391 
 [===========================================================>.....]  Step: 90ms | Tot: 32s587ms | Loss: 1.103 | Acc: 67.878% (31278/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 32s680ms | Loss: 1.104 | Acc: 67.874% (31363/46208) 361/391 
 [============================================================>....]  Step: 92ms | Tot: 32s773ms | Loss: 1.103 | Acc: 67.878% (31452/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 32s865ms | Loss: 1.104 | Acc: 67.870% (31535/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 32s958ms | Loss: 1.104 | Acc: 67.861% (31618/46592) 364/391 
 [============================================================>....]  Step: 86ms | Tot: 33s44ms | Loss: 1.104 | Acc: 67.870% (31709/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 33s136ms | Loss: 1.104 | Acc: 67.847% (31785/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 33s229ms | Loss: 1.103 | Acc: 67.862% (31879/46976) 367/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s321ms | Loss: 1.103 | Acc: 67.869% (31969/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s414ms | Loss: 1.103 | Acc: 67.859% (32051/47232) 369/391 
 [=============================================================>...]  Step: 87ms | Tot: 33s501ms | Loss: 1.103 | Acc: 67.848% (32133/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s593ms | Loss: 1.104 | Acc: 67.847% (32219/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s686ms | Loss: 1.104 | Acc: 67.841% (32303/47616) 372/391 
 [=============================================================>...]  Step: 92ms | Tot: 33s778ms | Loss: 1.104 | Acc: 67.845% (32392/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 33s870ms | Loss: 1.104 | Acc: 67.843% (32478/47872) 374/391 
 [==============================================================>..]  Step: 85ms | Tot: 33s956ms | Loss: 1.105 | Acc: 67.825% (32556/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s48ms | Loss: 1.105 | Acc: 67.821% (32641/48128) 376/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s141ms | Loss: 1.105 | Acc: 67.822% (32728/48256) 377/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s233ms | Loss: 1.104 | Acc: 67.832% (32820/48384) 378/391 
 [==============================================================>..]  Step: 92ms | Tot: 34s325ms | Loss: 1.105 | Acc: 67.833% (32907/48512) 379/391 
 [===============================================================>.]  Step: 87ms | Tot: 34s413ms | Loss: 1.104 | Acc: 67.833% (32994/48640) 380/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s506ms | Loss: 1.105 | Acc: 67.835% (33082/48768) 381/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s598ms | Loss: 1.104 | Acc: 67.844% (33173/48896) 382/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s691ms | Loss: 1.105 | Acc: 67.840% (33258/49024) 383/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s783ms | Loss: 1.105 | Acc: 67.837% (33343/49152) 384/391 
 [===============================================================>.]  Step: 92ms | Tot: 34s875ms | Loss: 1.104 | Acc: 67.841% (33432/49280) 385/391 
 [================================================================>]  Step: 90ms | Tot: 34s966ms | Loss: 1.104 | Acc: 67.849% (33523/49408) 386/391 
 [================================================================>]  Step: 94ms | Tot: 35s60ms | Loss: 1.104 | Acc: 67.858% (33614/49536) 387/391 
 [================================================================>]  Step: 92ms | Tot: 35s153ms | Loss: 1.104 | Acc: 67.860% (33702/49664) 388/391 
 [================================================================>]  Step: 92ms | Tot: 35s245ms | Loss: 1.105 | Acc: 67.838% (33778/49792) 389/391 
 [================================================================>]  Step: 92ms | Tot: 35s337ms | Loss: 1.105 | Acc: 67.831% (33861/49920) 390/391 
 [================================================================>]  Step: 61ms | Tot: 35s399ms | Loss: 1.106 | Acc: 67.826% (33913/50000) 391/391 
 [>................................................................]  Step: 134ms | Tot: 0ms | Loss: 1.614 | Acc: 57.000% (57/100)    1/100 
 [>................................................................]  Step: 28ms | Tot: 28ms | Loss: 1.622 | Acc: 59.500% (119/200)   2/100 
 [=>...............................................................]  Step: 26ms | Tot: 54ms | Loss: 1.519 | Acc: 61.000% (183/300)   3/100 
 [=>...............................................................]  Step: 25ms | Tot: 79ms | Loss: 1.507 | Acc: 60.250% (241/400)   4/100 
 [==>..............................................................]  Step: 25ms | Tot: 105ms | Loss: 1.580 | Acc: 57.400% (287/500)  5/100 
 [===>.............................................................]  Step: 26ms | Tot: 131ms | Loss: 1.664 | Acc: 56.333% (338/600)  6/100 
 [===>.............................................................]  Step: 20ms | Tot: 151ms | Loss: 1.623 | Acc: 57.571% (403/700)  7/100 
 [====>............................................................]  Step: 27ms | Tot: 179ms | Loss: 1.605 | Acc: 57.500% (460/800)  8/100 
 [=====>...........................................................]  Step: 25ms | Tot: 204ms | Loss: 1.647 | Acc: 56.667% (510/900)  9/100 
 [=====>...........................................................]  Step: 25ms | Tot: 230ms | Loss: 1.634 | Acc: 56.700% (567/1000) 10/100 
 [======>..........................................................]  Step: 25ms | Tot: 256ms | Loss: 1.627 | Acc: 57.273% (630/1100) 11/100 
 [=======>.........................................................]  Step: 25ms | Tot: 282ms | Loss: 1.626 | Acc: 57.000% (684/1200) 12/100 
 [=======>.........................................................]  Step: 25ms | Tot: 308ms | Loss: 1.603 | Acc: 57.308% (745/1300) 13/100 
 [========>........................................................]  Step: 25ms | Tot: 334ms | Loss: 1.611 | Acc: 57.143% (800/1400) 14/100 
 [=========>.......................................................]  Step: 25ms | Tot: 360ms | Loss: 1.597 | Acc: 57.467% (862/1500) 15/100 
 [=========>.......................................................]  Step: 25ms | Tot: 385ms | Loss: 1.619 | Acc: 57.062% (913/1600) 16/100 
 [==========>......................................................]  Step: 26ms | Tot: 411ms | Loss: 1.624 | Acc: 56.824% (966/1700) 17/100 
 [===========>.....................................................]  Step: 25ms | Tot: 437ms | Loss: 1.649 | Acc: 56.611% (1019/1800) 18/100 
 [===========>.....................................................]  Step: 25ms | Tot: 463ms | Loss: 1.638 | Acc: 57.000% (1083/1900) 19/100 
 [============>....................................................]  Step: 26ms | Tot: 489ms | Loss: 1.620 | Acc: 57.200% (1144/2000) 20/100 
 [=============>...................................................]  Step: 25ms | Tot: 515ms | Loss: 1.616 | Acc: 57.286% (1203/2100) 21/100 
 [=============>...................................................]  Step: 25ms | Tot: 541ms | Loss: 1.617 | Acc: 57.227% (1259/2200) 22/100 
 [==============>..................................................]  Step: 24ms | Tot: 566ms | Loss: 1.631 | Acc: 56.957% (1310/2300) 23/100 
 [==============>..................................................]  Step: 23ms | Tot: 590ms | Loss: 1.641 | Acc: 56.833% (1364/2400) 24/100 
 [===============>.................................................]  Step: 25ms | Tot: 616ms | Loss: 1.640 | Acc: 56.720% (1418/2500) 25/100 
 [================>................................................]  Step: 25ms | Tot: 642ms | Loss: 1.631 | Acc: 56.923% (1480/2600) 26/100 
 [================>................................................]  Step: 26ms | Tot: 668ms | Loss: 1.635 | Acc: 56.741% (1532/2700) 27/100 
 [=================>...............................................]  Step: 25ms | Tot: 694ms | Loss: 1.632 | Acc: 56.571% (1584/2800) 28/100 
 [==================>..............................................]  Step: 25ms | Tot: 719ms | Loss: 1.641 | Acc: 56.379% (1635/2900) 29/100 
 [==================>..............................................]  Step: 26ms | Tot: 745ms | Loss: 1.642 | Acc: 56.500% (1695/3000) 30/100 
 [===================>.............................................]  Step: 25ms | Tot: 771ms | Loss: 1.657 | Acc: 56.258% (1744/3100) 31/100 
 [====================>............................................]  Step: 26ms | Tot: 797ms | Loss: 1.651 | Acc: 56.375% (1804/3200) 32/100 
 [====================>............................................]  Step: 25ms | Tot: 823ms | Loss: 1.668 | Acc: 56.000% (1848/3300) 33/100 
 [=====================>...........................................]  Step: 25ms | Tot: 849ms | Loss: 1.665 | Acc: 55.941% (1902/3400) 34/100 
 [======================>..........................................]  Step: 25ms | Tot: 875ms | Loss: 1.659 | Acc: 56.143% (1965/3500) 35/100 
 [======================>..........................................]  Step: 25ms | Tot: 901ms | Loss: 1.664 | Acc: 55.944% (2014/3600) 36/100 
 [=======================>.........................................]  Step: 26ms | Tot: 927ms | Loss: 1.664 | Acc: 55.784% (2064/3700) 37/100 
 [========================>........................................]  Step: 25ms | Tot: 952ms | Loss: 1.655 | Acc: 56.000% (2128/3800) 38/100 
 [========================>........................................]  Step: 25ms | Tot: 978ms | Loss: 1.659 | Acc: 56.026% (2185/3900) 39/100 
 [=========================>.......................................]  Step: 20ms | Tot: 999ms | Loss: 1.657 | Acc: 55.975% (2239/4000) 40/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s25ms | Loss: 1.651 | Acc: 56.024% (2297/4100) 41/100 
 [==========================>......................................]  Step: 25ms | Tot: 1s51ms | Loss: 1.655 | Acc: 56.024% (2353/4200) 42/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s77ms | Loss: 1.652 | Acc: 56.047% (2410/4300) 43/100 
 [===========================>.....................................]  Step: 25ms | Tot: 1s103ms | Loss: 1.656 | Acc: 55.955% (2462/4400) 44/100 
 [============================>....................................]  Step: 25ms | Tot: 1s129ms | Loss: 1.652 | Acc: 56.022% (2521/4500) 45/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s155ms | Loss: 1.655 | Acc: 55.935% (2573/4600) 46/100 
 [=============================>...................................]  Step: 25ms | Tot: 1s180ms | Loss: 1.661 | Acc: 55.872% (2626/4700) 47/100 
 [==============================>..................................]  Step: 25ms | Tot: 1s206ms | Loss: 1.668 | Acc: 55.750% (2676/4800) 48/100 
 [===============================>.................................]  Step: 25ms | Tot: 1s232ms | Loss: 1.678 | Acc: 55.571% (2723/4900) 49/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s258ms | Loss: 1.677 | Acc: 55.560% (2778/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s284ms | Loss: 1.677 | Acc: 55.647% (2838/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s310ms | Loss: 1.674 | Acc: 55.615% (2892/5200) 52/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s336ms | Loss: 1.682 | Acc: 55.453% (2939/5300) 53/100 
 [==================================>..............................]  Step: 25ms | Tot: 1s361ms | Loss: 1.677 | Acc: 55.556% (3000/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s387ms | Loss: 1.681 | Acc: 55.436% (3049/5500) 55/100 
 [===================================>.............................]  Step: 20ms | Tot: 1s408ms | Loss: 1.678 | Acc: 55.518% (3109/5600) 56/100 
 [====================================>............................]  Step: 25ms | Tot: 1s434ms | Loss: 1.671 | Acc: 55.649% (3172/5700) 57/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s460ms | Loss: 1.670 | Acc: 55.672% (3229/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s486ms | Loss: 1.669 | Acc: 55.661% (3284/5900) 59/100 
 [======================================>..........................]  Step: 25ms | Tot: 1s512ms | Loss: 1.670 | Acc: 55.583% (3335/6000) 60/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s538ms | Loss: 1.670 | Acc: 55.590% (3391/6100) 61/100 
 [=======================================>.........................]  Step: 25ms | Tot: 1s563ms | Loss: 1.671 | Acc: 55.597% (3447/6200) 62/100 
 [========================================>........................]  Step: 26ms | Tot: 1s589ms | Loss: 1.671 | Acc: 55.635% (3505/6300) 63/100 
 [========================================>........................]  Step: 25ms | Tot: 1s615ms | Loss: 1.670 | Acc: 55.656% (3562/6400) 64/100 
 [=========================================>.......................]  Step: 25ms | Tot: 1s641ms | Loss: 1.668 | Acc: 55.692% (3620/6500) 65/100 
 [==========================================>......................]  Step: 25ms | Tot: 1s667ms | Loss: 1.673 | Acc: 55.606% (3670/6600) 66/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s693ms | Loss: 1.670 | Acc: 55.701% (3732/6700) 67/100 
 [===========================================>.....................]  Step: 25ms | Tot: 1s719ms | Loss: 1.676 | Acc: 55.632% (3783/6800) 68/100 
 [============================================>....................]  Step: 25ms | Tot: 1s745ms | Loss: 1.675 | Acc: 55.638% (3839/6900) 69/100 
 [============================================>....................]  Step: 26ms | Tot: 1s771ms | Loss: 1.674 | Acc: 55.700% (3899/7000) 70/100 
 [=============================================>...................]  Step: 26ms | Tot: 1s797ms | Loss: 1.681 | Acc: 55.592% (3947/7100) 71/100 
 [==============================================>..................]  Step: 23ms | Tot: 1s820ms | Loss: 1.679 | Acc: 55.625% (4005/7200) 72/100 
 [==============================================>..................]  Step: 23ms | Tot: 1s844ms | Loss: 1.676 | Acc: 55.658% (4063/7300) 73/100 
 [===============================================>.................]  Step: 26ms | Tot: 1s870ms | Loss: 1.676 | Acc: 55.635% (4117/7400) 74/100 
 [================================================>................]  Step: 26ms | Tot: 1s896ms | Loss: 1.680 | Acc: 55.560% (4167/7500) 75/100 
 [================================================>................]  Step: 26ms | Tot: 1s922ms | Loss: 1.678 | Acc: 55.618% (4227/7600) 76/100 
 [=================================================>...............]  Step: 26ms | Tot: 1s948ms | Loss: 1.677 | Acc: 55.675% (4287/7700) 77/100 
 [==================================================>..............]  Step: 26ms | Tot: 1s974ms | Loss: 1.680 | Acc: 55.590% (4336/7800) 78/100 
 [==================================================>..............]  Step: 25ms | Tot: 2s | Loss: 1.683 | Acc: 55.506% (4385/7900)   79/100 
 [===================================================>.............]  Step: 25ms | Tot: 2s26ms | Loss: 1.683 | Acc: 55.500% (4440/8000) 80/100 
 [====================================================>............]  Step: 25ms | Tot: 2s52ms | Loss: 1.685 | Acc: 55.494% (4495/8100) 81/100 
 [====================================================>............]  Step: 25ms | Tot: 2s78ms | Loss: 1.686 | Acc: 55.476% (4549/8200) 82/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s103ms | Loss: 1.686 | Acc: 55.361% (4595/8300) 83/100 
 [=====================================================>...........]  Step: 25ms | Tot: 2s129ms | Loss: 1.686 | Acc: 55.393% (4653/8400) 84/100 
 [======================================================>..........]  Step: 25ms | Tot: 2s155ms | Loss: 1.684 | Acc: 55.329% (4703/8500) 85/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s181ms | Loss: 1.680 | Acc: 55.442% (4768/8600) 86/100 
 [=======================================================>.........]  Step: 25ms | Tot: 2s207ms | Loss: 1.681 | Acc: 55.425% (4822/8700) 87/100 
 [========================================================>........]  Step: 25ms | Tot: 2s233ms | Loss: 1.677 | Acc: 55.455% (4880/8800) 88/100 
 [=========================================================>.......]  Step: 19ms | Tot: 2s252ms | Loss: 1.682 | Acc: 55.360% (4927/8900) 89/100 
 [=========================================================>.......]  Step: 25ms | Tot: 2s278ms | Loss: 1.681 | Acc: 55.378% (4984/9000) 90/100 
 [==========================================================>......]  Step: 25ms | Tot: 2s304ms | Loss: 1.685 | Acc: 55.341% (5036/9100) 91/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s330ms | Loss: 1.686 | Acc: 55.326% (5090/9200) 92/100 
 [===========================================================>.....]  Step: 25ms | Tot: 2s356ms | Loss: 1.684 | Acc: 55.366% (5149/9300) 93/100 
 [============================================================>....]  Step: 25ms | Tot: 2s382ms | Loss: 1.684 | Acc: 55.372% (5205/9400) 94/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s408ms | Loss: 1.687 | Acc: 55.295% (5253/9500) 95/100 
 [=============================================================>...]  Step: 25ms | Tot: 2s434ms | Loss: 1.681 | Acc: 55.406% (5319/9600) 96/100 
 [==============================================================>..]  Step: 25ms | Tot: 2s460ms | Loss: 1.679 | Acc: 55.443% (5378/9700) 97/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s486ms | Loss: 1.681 | Acc: 55.429% (5432/9800) 98/100 
 [===============================================================>.]  Step: 25ms | Tot: 2s512ms | Loss: 1.681 | Acc: 55.465% (5491/9900) 99/100 
 [================================================================>]  Step: 25ms | Tot: 2s537ms | Loss: 1.679 | Acc: 55.540% (5554/10000) 100/100 

Epoch: 26
 [>................................................................]  Step: 244ms | Tot: 0ms | Loss: 0.967 | Acc: 69.531% (89/128)    1/391 
 [>................................................................]  Step: 92ms | Tot: 92ms | Loss: 0.957 | Acc: 70.312% (180/256)   2/391 
 [>................................................................]  Step: 92ms | Tot: 184ms | Loss: 1.039 | Acc: 68.750% (264/384)  3/391 
 [>................................................................]  Step: 86ms | Tot: 270ms | Loss: 1.029 | Acc: 68.750% (352/512)  4/391 
 [>................................................................]  Step: 92ms | Tot: 362ms | Loss: 0.997 | Acc: 69.531% (445/640)  5/391 
 [>................................................................]  Step: 92ms | Tot: 455ms | Loss: 1.006 | Acc: 69.661% (535/768)  6/391 
 [>................................................................]  Step: 92ms | Tot: 547ms | Loss: 1.009 | Acc: 69.085% (619/896)  7/391 
 [=>...............................................................]  Step: 92ms | Tot: 640ms | Loss: 0.990 | Acc: 70.020% (717/1024) 8/391 
 [=>...............................................................]  Step: 87ms | Tot: 727ms | Loss: 1.005 | Acc: 69.531% (801/1152) 9/391 
 [=>...............................................................]  Step: 92ms | Tot: 820ms | Loss: 1.016 | Acc: 69.375% (888/1280) 10/391 
 [=>...............................................................]  Step: 92ms | Tot: 912ms | Loss: 1.010 | Acc: 70.028% (986/1408) 11/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s4ms | Loss: 1.032 | Acc: 69.466% (1067/1536) 12/391 
 [=>...............................................................]  Step: 92ms | Tot: 1s97ms | Loss: 1.022 | Acc: 69.772% (1161/1664) 13/391 
 [==>..............................................................]  Step: 87ms | Tot: 1s185ms | Loss: 1.025 | Acc: 69.531% (1246/1792) 14/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s277ms | Loss: 1.028 | Acc: 69.479% (1334/1920) 15/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s369ms | Loss: 1.018 | Acc: 69.922% (1432/2048) 16/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s462ms | Loss: 1.020 | Acc: 69.669% (1516/2176) 17/391 
 [==>..............................................................]  Step: 92ms | Tot: 1s554ms | Loss: 1.014 | Acc: 69.748% (1607/2304) 18/391 
 [==>..............................................................]  Step: 85ms | Tot: 1s639ms | Loss: 1.017 | Acc: 69.737% (1696/2432) 19/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s732ms | Loss: 1.009 | Acc: 69.922% (1790/2560) 20/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s825ms | Loss: 1.012 | Acc: 69.866% (1878/2688) 21/391 
 [===>.............................................................]  Step: 92ms | Tot: 1s917ms | Loss: 1.012 | Acc: 69.851% (1967/2816) 22/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s9ms | Loss: 1.015 | Acc: 69.701% (2052/2944) 23/391 
 [===>.............................................................]  Step: 92ms | Tot: 2s101ms | Loss: 1.011 | Acc: 69.824% (2145/3072) 24/391 
 [===>.............................................................]  Step: 85ms | Tot: 2s187ms | Loss: 1.012 | Acc: 69.969% (2239/3200) 25/391 
 [====>............................................................]  Step: 92ms | Tot: 2s279ms | Loss: 1.011 | Acc: 70.132% (2334/3328) 26/391 
 [====>............................................................]  Step: 92ms | Tot: 2s372ms | Loss: 1.012 | Acc: 70.197% (2426/3456) 27/391 
 [====>............................................................]  Step: 92ms | Tot: 2s464ms | Loss: 1.008 | Acc: 70.340% (2521/3584) 28/391 
 [====>............................................................]  Step: 92ms | Tot: 2s557ms | Loss: 1.008 | Acc: 70.286% (2609/3712) 29/391 
 [====>............................................................]  Step: 86ms | Tot: 2s643ms | Loss: 1.007 | Acc: 70.260% (2698/3840) 30/391 
 [====>............................................................]  Step: 92ms | Tot: 2s735ms | Loss: 1.004 | Acc: 70.161% (2784/3968) 31/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s828ms | Loss: 1.004 | Acc: 70.264% (2878/4096) 32/391 
 [=====>...........................................................]  Step: 92ms | Tot: 2s920ms | Loss: 1.008 | Acc: 70.147% (2963/4224) 33/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s13ms | Loss: 1.005 | Acc: 70.175% (3054/4352) 34/391 
 [=====>...........................................................]  Step: 87ms | Tot: 3s100ms | Loss: 1.004 | Acc: 70.156% (3143/4480) 35/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s192ms | Loss: 1.003 | Acc: 70.291% (3239/4608) 36/391 
 [=====>...........................................................]  Step: 92ms | Tot: 3s284ms | Loss: 0.999 | Acc: 70.355% (3332/4736) 37/391 
 [======>..........................................................]  Step: 93ms | Tot: 3s377ms | Loss: 1.001 | Acc: 70.312% (3420/4864) 38/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s470ms | Loss: 1.002 | Acc: 70.232% (3506/4992) 39/391 
 [======>..........................................................]  Step: 86ms | Tot: 3s556ms | Loss: 1.004 | Acc: 70.117% (3590/5120) 40/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s649ms | Loss: 1.004 | Acc: 70.084% (3678/5248) 41/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s741ms | Loss: 1.002 | Acc: 70.164% (3772/5376) 42/391 
 [======>..........................................................]  Step: 92ms | Tot: 3s833ms | Loss: 1.000 | Acc: 70.222% (3865/5504) 43/391 
 [=======>.........................................................]  Step: 92ms | Tot: 3s925ms | Loss: 1.000 | Acc: 70.312% (3960/5632) 44/391 
 [=======>.........................................................]  Step: 89ms | Tot: 4s15ms | Loss: 1.003 | Acc: 70.243% (4046/5760) 45/391 
 [=======>.........................................................]  Step: 90ms | Tot: 4s105ms | Loss: 1.007 | Acc: 70.296% (4139/5888) 46/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s198ms | Loss: 1.005 | Acc: 70.445% (4238/6016) 47/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s291ms | Loss: 1.003 | Acc: 70.540% (4334/6144) 48/391 
 [=======>.........................................................]  Step: 92ms | Tot: 4s383ms | Loss: 1.003 | Acc: 70.488% (4421/6272) 49/391 
 [========>........................................................]  Step: 92ms | Tot: 4s475ms | Loss: 1.009 | Acc: 70.281% (4498/6400) 50/391 
 [========>........................................................]  Step: 84ms | Tot: 4s559ms | Loss: 1.005 | Acc: 70.328% (4591/6528) 51/391 
 [========>........................................................]  Step: 92ms | Tot: 4s652ms | Loss: 1.004 | Acc: 70.328% (4681/6656) 52/391 
 [========>........................................................]  Step: 92ms | Tot: 4s744ms | Loss: 1.006 | Acc: 70.224% (4764/6784) 53/391 
 [========>........................................................]  Step: 92ms | Tot: 4s837ms | Loss: 1.006 | Acc: 70.211% (4853/6912) 54/391 
 [========>........................................................]  Step: 92ms | Tot: 4s929ms | Loss: 1.007 | Acc: 70.241% (4945/7040) 55/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s17ms | Loss: 1.010 | Acc: 70.145% (5028/7168) 56/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s109ms | Loss: 1.010 | Acc: 70.121% (5116/7296) 57/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s201ms | Loss: 1.013 | Acc: 70.043% (5200/7424) 58/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s294ms | Loss: 1.017 | Acc: 70.021% (5288/7552) 59/391 
 [=========>.......................................................]  Step: 92ms | Tot: 5s386ms | Loss: 1.017 | Acc: 69.974% (5374/7680) 60/391 
 [=========>.......................................................]  Step: 87ms | Tot: 5s474ms | Loss: 1.017 | Acc: 69.967% (5463/7808) 61/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s566ms | Loss: 1.020 | Acc: 69.897% (5547/7936) 62/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s659ms | Loss: 1.024 | Acc: 69.829% (5631/8064) 63/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s751ms | Loss: 1.024 | Acc: 69.849% (5722/8192) 64/391 
 [==========>......................................................]  Step: 92ms | Tot: 5s843ms | Loss: 1.023 | Acc: 69.796% (5807/8320) 65/391 
 [==========>......................................................]  Step: 86ms | Tot: 5s930ms | Loss: 1.024 | Acc: 69.815% (5898/8448) 66/391 
 [==========>......................................................]  Step: 92ms | Tot: 6s23ms | Loss: 1.025 | Acc: 69.788% (5985/8576) 67/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s115ms | Loss: 1.029 | Acc: 69.727% (6069/8704) 68/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s207ms | Loss: 1.031 | Acc: 69.667% (6153/8832) 69/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s300ms | Loss: 1.030 | Acc: 69.676% (6243/8960) 70/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s392ms | Loss: 1.030 | Acc: 69.696% (6334/9088) 71/391 
 [===========>.....................................................]  Step: 86ms | Tot: 6s479ms | Loss: 1.032 | Acc: 69.661% (6420/9216) 72/391 
 [===========>.....................................................]  Step: 92ms | Tot: 6s571ms | Loss: 1.031 | Acc: 69.649% (6508/9344) 73/391 
 [============>....................................................]  Step: 92ms | Tot: 6s664ms | Loss: 1.031 | Acc: 69.595% (6592/9472) 74/391 
 [============>....................................................]  Step: 92ms | Tot: 6s756ms | Loss: 1.027 | Acc: 69.792% (6700/9600) 75/391 
 [============>....................................................]  Step: 92ms | Tot: 6s848ms | Loss: 1.028 | Acc: 69.716% (6782/9728) 76/391 
 [============>....................................................]  Step: 87ms | Tot: 6s936ms | Loss: 1.028 | Acc: 69.673% (6867/9856) 77/391 
 [============>....................................................]  Step: 92ms | Tot: 7s28ms | Loss: 1.027 | Acc: 69.722% (6961/9984) 78/391 
 [============>....................................................]  Step: 92ms | Tot: 7s120ms | Loss: 1.028 | Acc: 69.709% (7049/10112) 79/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s213ms | Loss: 1.029 | Acc: 69.727% (7140/10240) 80/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s305ms | Loss: 1.029 | Acc: 69.715% (7228/10368) 81/391 
 [=============>...................................................]  Step: 87ms | Tot: 7s392ms | Loss: 1.028 | Acc: 69.674% (7313/10496) 82/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s484ms | Loss: 1.027 | Acc: 69.720% (7407/10624) 83/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s577ms | Loss: 1.028 | Acc: 69.699% (7494/10752) 84/391 
 [=============>...................................................]  Step: 92ms | Tot: 7s670ms | Loss: 1.028 | Acc: 69.669% (7580/10880) 85/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s763ms | Loss: 1.028 | Acc: 69.640% (7666/11008) 86/391 
 [==============>..................................................]  Step: 86ms | Tot: 7s849ms | Loss: 1.028 | Acc: 69.648% (7756/11136) 87/391 
 [==============>..................................................]  Step: 92ms | Tot: 7s941ms | Loss: 1.029 | Acc: 69.629% (7843/11264) 88/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s34ms | Loss: 1.028 | Acc: 69.619% (7931/11392) 89/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s126ms | Loss: 1.030 | Acc: 69.549% (8012/11520) 90/391 
 [==============>..................................................]  Step: 92ms | Tot: 8s218ms | Loss: 1.031 | Acc: 69.540% (8100/11648) 91/391 
 [===============>.................................................]  Step: 87ms | Tot: 8s306ms | Loss: 1.033 | Acc: 69.557% (8191/11776) 92/391 
 [===============>.................................................]  Step: 94ms | Tot: 8s400ms | Loss: 1.034 | Acc: 69.506% (8274/11904) 93/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s493ms | Loss: 1.036 | Acc: 69.490% (8361/12032) 94/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s585ms | Loss: 1.036 | Acc: 69.531% (8455/12160) 95/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s678ms | Loss: 1.037 | Acc: 69.482% (8538/12288) 96/391 
 [===============>.................................................]  Step: 92ms | Tot: 8s770ms | Loss: 1.038 | Acc: 69.427% (8620/12416) 97/391 
 [================>................................................]  Step: 88ms | Tot: 8s858ms | Loss: 1.037 | Acc: 69.452% (8712/12544) 98/391 
 [================>................................................]  Step: 92ms | Tot: 8s951ms | Loss: 1.036 | Acc: 69.468% (8803/12672) 99/391 
 [================>................................................]  Step: 92ms | Tot: 9s43ms | Loss: 1.036 | Acc: 69.453% (8890/12800) 100/391 
 [================>................................................]  Step: 91ms | Tot: 9s135ms | Loss: 1.037 | Acc: 69.454% (8979/12928) 101/391 
 [================>................................................]  Step: 92ms | Tot: 9s228ms | Loss: 1.037 | Acc: 69.493% (9073/13056) 102/391 
 [================>................................................]  Step: 84ms | Tot: 9s312ms | Loss: 1.037 | Acc: 69.516% (9165/13184) 103/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s404ms | Loss: 1.038 | Acc: 69.479% (9249/13312) 104/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s497ms | Loss: 1.038 | Acc: 69.494% (9340/13440) 105/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s589ms | Loss: 1.039 | Acc: 69.472% (9426/13568) 106/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s681ms | Loss: 1.040 | Acc: 69.436% (9510/13696) 107/391 
 [=================>...............................................]  Step: 88ms | Tot: 9s769ms | Loss: 1.041 | Acc: 69.401% (9594/13824) 108/391 
 [=================>...............................................]  Step: 92ms | Tot: 9s862ms | Loss: 1.043 | Acc: 69.352% (9676/13952) 109/391 
 [==================>..............................................]  Step: 92ms | Tot: 9s954ms | Loss: 1.042 | Acc: 69.375% (9768/14080) 110/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s46ms | Loss: 1.042 | Acc: 69.362% (9855/14208) 111/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s138ms | Loss: 1.043 | Acc: 69.357% (9943/14336) 112/391 
 [==================>..............................................]  Step: 87ms | Tot: 10s226ms | Loss: 1.042 | Acc: 69.372% (10034/14464) 113/391 
 [==================>..............................................]  Step: 94ms | Tot: 10s321ms | Loss: 1.042 | Acc: 69.353% (10120/14592) 114/391 
 [==================>..............................................]  Step: 92ms | Tot: 10s413ms | Loss: 1.042 | Acc: 69.321% (10204/14720) 115/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s506ms | Loss: 1.042 | Acc: 69.329% (10294/14848) 116/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s598ms | Loss: 1.040 | Acc: 69.358% (10387/14976) 117/391 
 [===================>.............................................]  Step: 86ms | Tot: 10s684ms | Loss: 1.041 | Acc: 69.366% (10477/15104) 118/391 
 [===================>.............................................]  Step: 94ms | Tot: 10s779ms | Loss: 1.041 | Acc: 69.334% (10561/15232) 119/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s872ms | Loss: 1.042 | Acc: 69.336% (10650/15360) 120/391 
 [===================>.............................................]  Step: 92ms | Tot: 10s964ms | Loss: 1.043 | Acc: 69.299% (10733/15488) 121/391 
 [====================>............................................]  Step: 92ms | Tot: 11s56ms | Loss: 1.043 | Acc: 69.320% (10825/15616) 122/391 
 [====================>............................................]  Step: 92ms | Tot: 11s148ms | Loss: 1.042 | Acc: 69.334% (10916/15744) 123/391 
 [====================>............................................]  Step: 90ms | Tot: 11s239ms | Loss: 1.042 | Acc: 69.367% (11010/15872) 124/391 
 [====================>............................................]  Step: 92ms | Tot: 11s331ms | Loss: 1.041 | Acc: 69.394% (11103/16000) 125/391 
 [====================>............................................]  Step: 92ms | Tot: 11s424ms | Loss: 1.042 | Acc: 69.389% (11191/16128) 126/391 
 [====================>............................................]  Step: 92ms | Tot: 11s516ms | Loss: 1.042 | Acc: 69.384% (11279/16256) 127/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s608ms | Loss: 1.043 | Acc: 69.373% (11366/16384) 128/391 
 [=====================>...........................................]  Step: 87ms | Tot: 11s696ms | Loss: 1.043 | Acc: 69.404% (11460/16512) 129/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s789ms | Loss: 1.043 | Acc: 69.357% (11541/16640) 130/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s881ms | Loss: 1.044 | Acc: 69.328% (11625/16768) 131/391 
 [=====================>...........................................]  Step: 92ms | Tot: 11s973ms | Loss: 1.044 | Acc: 69.306% (11710/16896) 132/391 
 [=====================>...........................................]  Step: 92ms | Tot: 12s65ms | Loss: 1.044 | Acc: 69.337% (11804/17024) 133/391 
 [======================>..........................................]  Step: 87ms | Tot: 12s153ms | Loss: 1.043 | Acc: 69.368% (11898/17152) 134/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s245ms | Loss: 1.043 | Acc: 69.352% (11984/17280) 135/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s338ms | Loss: 1.043 | Acc: 69.382% (12078/17408) 136/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s430ms | Loss: 1.045 | Acc: 69.337% (12159/17536) 137/391 
 [======================>..........................................]  Step: 92ms | Tot: 12s522ms | Loss: 1.043 | Acc: 69.367% (12253/17664) 138/391 
 [======================>..........................................]  Step: 87ms | Tot: 12s610ms | Loss: 1.043 | Acc: 69.391% (12346/17792) 139/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s702ms | Loss: 1.044 | Acc: 69.358% (12429/17920) 140/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s795ms | Loss: 1.044 | Acc: 69.337% (12514/18048) 141/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s887ms | Loss: 1.046 | Acc: 69.278% (12592/18176) 142/391 
 [=======================>.........................................]  Step: 92ms | Tot: 12s979ms | Loss: 1.045 | Acc: 69.280% (12681/18304) 143/391 
 [=======================>.........................................]  Step: 87ms | Tot: 13s67ms | Loss: 1.047 | Acc: 69.217% (12758/18432) 144/391 
 [=======================>.........................................]  Step: 92ms | Tot: 13s160ms | Loss: 1.047 | Acc: 69.251% (12853/18560) 145/391 
 [========================>........................................]  Step: 92ms | Tot: 13s252ms | Loss: 1.048 | Acc: 69.226% (12937/18688) 146/391 
 [========================>........................................]  Step: 92ms | Tot: 13s344ms | Loss: 1.046 | Acc: 69.271% (13034/18816) 147/391 
 [========================>........................................]  Step: 92ms | Tot: 13s437ms | Loss: 1.047 | Acc: 69.225% (13114/18944) 148/391 
 [========================>........................................]  Step: 86ms | Tot: 13s523ms | Loss: 1.046 | Acc: 69.243% (13206/19072) 149/391 
 [========================>........................................]  Step: 92ms | Tot: 13s616ms | Loss: 1.046 | Acc: 69.250% (13296/19200) 150/391 
 [========================>........................................]  Step: 92ms | Tot: 13s708ms | Loss: 1.047 | Acc: 69.221% (13379/19328) 151/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s801ms | Loss: 1.046 | Acc: 69.238% (13471/19456) 152/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s893ms | Loss: 1.047 | Acc: 69.240% (13560/19584) 153/391 
 [=========================>.......................................]  Step: 92ms | Tot: 13s985ms | Loss: 1.047 | Acc: 69.252% (13651/19712) 154/391 
 [=========================>.......................................]  Step: 85ms | Tot: 14s71ms | Loss: 1.046 | Acc: 69.229% (13735/19840) 155/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s163ms | Loss: 1.047 | Acc: 69.231% (13824/19968) 156/391 
 [=========================>.......................................]  Step: 92ms | Tot: 14s256ms | Loss: 1.047 | Acc: 69.238% (13914/20096) 157/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s348ms | Loss: 1.046 | Acc: 69.240% (14003/20224) 158/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s440ms | Loss: 1.047 | Acc: 69.212% (14086/20352) 159/391 
 [==========================>......................................]  Step: 87ms | Tot: 14s528ms | Loss: 1.048 | Acc: 69.204% (14173/20480) 160/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s620ms | Loss: 1.048 | Acc: 69.206% (14262/20608) 161/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s712ms | Loss: 1.048 | Acc: 69.227% (14355/20736) 162/391 
 [==========================>......................................]  Step: 92ms | Tot: 14s804ms | Loss: 1.047 | Acc: 69.239% (14446/20864) 163/391 
 [===========================>.....................................]  Step: 92ms | Tot: 14s897ms | Loss: 1.047 | Acc: 69.260% (14539/20992) 164/391 
 [===========================>.....................................]  Step: 87ms | Tot: 14s984ms | Loss: 1.048 | Acc: 69.247% (14625/21120) 165/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s76ms | Loss: 1.050 | Acc: 69.188% (14701/21248) 166/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s169ms | Loss: 1.051 | Acc: 69.148% (14781/21376) 167/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s261ms | Loss: 1.052 | Acc: 69.127% (14865/21504) 168/391 
 [===========================>.....................................]  Step: 92ms | Tot: 15s353ms | Loss: 1.053 | Acc: 69.129% (14954/21632) 169/391 
 [============================>....................................]  Step: 87ms | Tot: 15s441ms | Loss: 1.053 | Acc: 69.127% (15042/21760) 170/391 
 [============================>....................................]  Step: 92ms | Tot: 15s534ms | Loss: 1.054 | Acc: 69.088% (15122/21888) 171/391 
 [============================>....................................]  Step: 92ms | Tot: 15s626ms | Loss: 1.055 | Acc: 69.082% (15209/22016) 172/391 
 [============================>....................................]  Step: 91ms | Tot: 15s718ms | Loss: 1.056 | Acc: 69.044% (15289/22144) 173/391 
 [============================>....................................]  Step: 92ms | Tot: 15s810ms | Loss: 1.057 | Acc: 69.042% (15377/22272) 174/391 
 [============================>....................................]  Step: 87ms | Tot: 15s898ms | Loss: 1.058 | Acc: 69.013% (15459/22400) 175/391 
 [=============================>...................................]  Step: 92ms | Tot: 15s990ms | Loss: 1.057 | Acc: 69.021% (15549/22528) 176/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s83ms | Loss: 1.057 | Acc: 69.037% (15641/22656) 177/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s175ms | Loss: 1.057 | Acc: 69.022% (15726/22784) 178/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s267ms | Loss: 1.056 | Acc: 69.016% (15813/22912) 179/391 
 [=============================>...................................]  Step: 92ms | Tot: 16s360ms | Loss: 1.056 | Acc: 69.015% (15901/23040) 180/391 
 [=============================>...................................]  Step: 86ms | Tot: 16s446ms | Loss: 1.055 | Acc: 69.031% (15993/23168) 181/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s538ms | Loss: 1.056 | Acc: 69.003% (16075/23296) 182/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s631ms | Loss: 1.057 | Acc: 68.963% (16154/23424) 183/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s723ms | Loss: 1.057 | Acc: 68.967% (16243/23552) 184/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s815ms | Loss: 1.056 | Acc: 68.970% (16332/23680) 185/391 
 [==============================>..................................]  Step: 87ms | Tot: 16s902ms | Loss: 1.056 | Acc: 68.994% (16426/23808) 186/391 
 [==============================>..................................]  Step: 92ms | Tot: 16s994ms | Loss: 1.056 | Acc: 68.984% (16512/23936) 187/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s87ms | Loss: 1.056 | Acc: 68.983% (16600/24064) 188/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s179ms | Loss: 1.056 | Acc: 68.957% (16682/24192) 189/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s271ms | Loss: 1.056 | Acc: 68.956% (16770/24320) 190/391 
 [===============================>.................................]  Step: 87ms | Tot: 17s359ms | Loss: 1.056 | Acc: 68.950% (16857/24448) 191/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s451ms | Loss: 1.056 | Acc: 68.966% (16949/24576) 192/391 
 [===============================>.................................]  Step: 92ms | Tot: 17s544ms | Loss: 1.057 | Acc: 68.940% (17031/24704) 193/391 
 [================================>................................]  Step: 92ms | Tot: 17s636ms | Loss: 1.058 | Acc: 68.927% (17116/24832) 194/391 
 [================================>................................]  Step: 92ms | Tot: 17s728ms | Loss: 1.059 | Acc: 68.898% (17197/24960) 195/391 
 [================================>................................]  Step: 87ms | Tot: 17s816ms | Loss: 1.060 | Acc: 68.886% (17282/25088) 196/391 
 [================================>................................]  Step: 92ms | Tot: 17s909ms | Loss: 1.060 | Acc: 68.889% (17371/25216) 197/391 
 [================================>................................]  Step: 92ms | Tot: 18s2ms | Loss: 1.061 | Acc: 68.904% (17463/25344) 198/391 
 [================================>................................]  Step: 92ms | Tot: 18s94ms | Loss: 1.061 | Acc: 68.864% (17541/25472) 199/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s186ms | Loss: 1.061 | Acc: 68.840% (17623/25600) 200/391 
 [=================================>...............................]  Step: 88ms | Tot: 18s274ms | Loss: 1.062 | Acc: 68.828% (17708/25728) 201/391 
 [=================================>...............................]  Step: 90ms | Tot: 18s365ms | Loss: 1.062 | Acc: 68.847% (17801/25856) 202/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s457ms | Loss: 1.063 | Acc: 68.812% (17880/25984) 203/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s550ms | Loss: 1.064 | Acc: 68.784% (17961/26112) 204/391 
 [=================================>...............................]  Step: 92ms | Tot: 18s642ms | Loss: 1.064 | Acc: 68.773% (18046/26240) 205/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s735ms | Loss: 1.064 | Acc: 68.769% (18133/26368) 206/391 
 [==================================>..............................]  Step: 84ms | Tot: 18s819ms | Loss: 1.064 | Acc: 68.773% (18222/26496) 207/391 
 [==================================>..............................]  Step: 92ms | Tot: 18s911ms | Loss: 1.064 | Acc: 68.795% (18316/26624) 208/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s4ms | Loss: 1.065 | Acc: 68.784% (18401/26752) 209/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s96ms | Loss: 1.065 | Acc: 68.772% (18486/26880) 210/391 
 [==================================>..............................]  Step: 92ms | Tot: 19s188ms | Loss: 1.067 | Acc: 68.735% (18564/27008) 211/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s276ms | Loss: 1.068 | Acc: 68.698% (18642/27136) 212/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s368ms | Loss: 1.069 | Acc: 68.702% (18731/27264) 213/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s460ms | Loss: 1.070 | Acc: 68.659% (18807/27392) 214/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s553ms | Loss: 1.071 | Acc: 68.648% (18892/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 19s645ms | Loss: 1.071 | Acc: 68.663% (18984/27648) 216/391 
 [===================================>.............................]  Step: 87ms | Tot: 19s733ms | Loss: 1.070 | Acc: 68.700% (19082/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 19s825ms | Loss: 1.070 | Acc: 68.678% (19164/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 19s918ms | Loss: 1.070 | Acc: 68.675% (19251/28032) 219/391 
 [====================================>............................]  Step: 94ms | Tot: 20s13ms | Loss: 1.071 | Acc: 68.640% (19329/28160) 220/391 
 [====================================>............................]  Step: 94ms | Tot: 20s107ms | Loss: 1.071 | Acc: 68.630% (19414/28288) 221/391 
 [====================================>............................]  Step: 89ms | Tot: 20s196ms | Loss: 1.070 | Acc: 68.651% (19508/28416) 222/391 
 [====================================>............................]  Step: 94ms | Tot: 20s291ms | Loss: 1.071 | Acc: 68.631% (19590/28544) 223/391 
 [=====================================>...........................]  Step: 94ms | Tot: 20s385ms | Loss: 1.070 | Acc: 68.614% (19673/28672) 224/391 
 [=====================================>...........................]  Step: 94ms | Tot: 20s480ms | Loss: 1.070 | Acc: 68.615% (19761/28800) 225/391 
 [=====================================>...........................]  Step: 94ms | Tot: 20s575ms | Loss: 1.072 | Acc: 68.560% (19833/28928) 226/391 
 [=====================================>...........................]  Step: 94ms | Tot: 20s669ms | Loss: 1.072 | Acc: 68.537% (19914/29056) 227/391 
 [=====================================>...........................]  Step: 85ms | Tot: 20s755ms | Loss: 1.072 | Acc: 68.538% (20002/29184) 228/391 
 [=====================================>...........................]  Step: 94ms | Tot: 20s849ms | Loss: 1.073 | Acc: 68.515% (20083/29312) 229/391 
 [======================================>..........................]  Step: 94ms | Tot: 20s943ms | Loss: 1.073 | Acc: 68.505% (20168/29440) 230/391 
 [======================================>..........................]  Step: 93ms | Tot: 21s37ms | Loss: 1.073 | Acc: 68.503% (20255/29568) 231/391 
 [======================================>..........................]  Step: 94ms | Tot: 21s131ms | Loss: 1.074 | Acc: 68.491% (20339/29696) 232/391 
 [======================================>..........................]  Step: 89ms | Tot: 21s221ms | Loss: 1.074 | Acc: 68.472% (20421/29824) 233/391 
 [======================================>..........................]  Step: 94ms | Tot: 21s315ms | Loss: 1.075 | Acc: 68.433% (20497/29952) 234/391 
 [======================================>..........................]  Step: 94ms | Tot: 21s409ms | Loss: 1.076 | Acc: 68.424% (20582/30080) 235/391 
 [=======================================>.........................]  Step: 94ms | Tot: 21s504ms | Loss: 1.077 | Acc: 68.402% (20663/30208) 236/391 
 [=======================================>.........................]  Step: 93ms | Tot: 21s597ms | Loss: 1.077 | Acc: 68.384% (20745/30336) 237/391 
 [=======================================>.........................]  Step: 88ms | Tot: 21s685ms | Loss: 1.077 | Acc: 68.359% (20825/30464) 238/391 
 [=======================================>.........................]  Step: 94ms | Tot: 21s780ms | Loss: 1.077 | Acc: 68.354% (20911/30592) 239/391 
 [=======================================>.........................]  Step: 93ms | Tot: 21s873ms | Loss: 1.077 | Acc: 68.363% (21001/30720) 240/391 
 [=======================================>.........................]  Step: 94ms | Tot: 21s968ms | Loss: 1.078 | Acc: 68.329% (21078/30848) 241/391 
 [========================================>........................]  Step: 95ms | Tot: 22s63ms | Loss: 1.078 | Acc: 68.334% (21167/30976) 242/391 
 [========================================>........................]  Step: 88ms | Tot: 22s152ms | Loss: 1.078 | Acc: 68.329% (21253/31104) 243/391 
 [========================================>........................]  Step: 94ms | Tot: 22s246ms | Loss: 1.078 | Acc: 68.327% (21340/31232) 244/391 
 [========================================>........................]  Step: 94ms | Tot: 22s341ms | Loss: 1.078 | Acc: 68.323% (21426/31360) 245/391 
 [========================================>........................]  Step: 94ms | Tot: 22s435ms | Loss: 1.078 | Acc: 68.340% (21519/31488) 246/391 
 [========================================>........................]  Step: 94ms | Tot: 22s529ms | Loss: 1.078 | Acc: 68.336% (21605/31616) 247/391 
 [=========================================>.......................]  Step: 89ms | Tot: 22s618ms | Loss: 1.078 | Acc: 68.325% (21689/31744) 248/391 
 [=========================================>.......................]  Step: 95ms | Tot: 22s714ms | Loss: 1.079 | Acc: 68.311% (21772/31872) 249/391 
 [=========================================>.......................]  Step: 93ms | Tot: 22s808ms | Loss: 1.080 | Acc: 68.294% (21854/32000) 250/391 
 [=========================================>.......................]  Step: 103ms | Tot: 22s911ms | Loss: 1.079 | Acc: 68.299% (21943/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 23s4ms | Loss: 1.080 | Acc: 68.288% (22027/32256) 252/391 
 [=========================================>.......................]  Step: 90ms | Tot: 23s95ms | Loss: 1.081 | Acc: 68.256% (22104/32384) 253/391 
 [==========================================>......................]  Step: 95ms | Tot: 23s190ms | Loss: 1.081 | Acc: 68.282% (22200/32512) 254/391 
 [==========================================>......................]  Step: 94ms | Tot: 23s284ms | Loss: 1.080 | Acc: 68.284% (22288/32640) 255/391 
 [==========================================>......................]  Step: 94ms | Tot: 23s378ms | Loss: 1.081 | Acc: 68.265% (22369/32768) 256/391 
 [==========================================>......................]  Step: 94ms | Tot: 23s472ms | Loss: 1.081 | Acc: 68.254% (22453/32896) 257/391 
 [==========================================>......................]  Step: 91ms | Tot: 23s564ms | Loss: 1.082 | Acc: 68.235% (22534/33024) 258/391 
 [==========================================>......................]  Step: 89ms | Tot: 23s654ms | Loss: 1.082 | Acc: 68.240% (22623/33152) 259/391 
 [===========================================>.....................]  Step: 94ms | Tot: 23s749ms | Loss: 1.083 | Acc: 68.215% (22702/33280) 260/391 
 [===========================================>.....................]  Step: 94ms | Tot: 23s843ms | Loss: 1.083 | Acc: 68.205% (22786/33408) 261/391 
 [===========================================>.....................]  Step: 93ms | Tot: 23s937ms | Loss: 1.082 | Acc: 68.237% (22884/33536) 262/391 
 [===========================================>.....................]  Step: 93ms | Tot: 24s31ms | Loss: 1.083 | Acc: 68.215% (22964/33664) 263/391 
 [===========================================>.....................]  Step: 89ms | Tot: 24s120ms | Loss: 1.084 | Acc: 68.188% (23042/33792) 264/391 
 [===========================================>.....................]  Step: 93ms | Tot: 24s214ms | Loss: 1.085 | Acc: 68.184% (23128/33920) 265/391 
 [============================================>....................]  Step: 94ms | Tot: 24s308ms | Loss: 1.085 | Acc: 68.186% (23216/34048) 266/391 
 [============================================>....................]  Step: 94ms | Tot: 24s402ms | Loss: 1.086 | Acc: 68.159% (23294/34176) 267/391 
 [============================================>....................]  Step: 94ms | Tot: 24s496ms | Loss: 1.086 | Acc: 68.147% (23377/34304) 268/391 
 [============================================>....................]  Step: 89ms | Tot: 24s586ms | Loss: 1.087 | Acc: 68.137% (23461/34432) 269/391 
 [============================================>....................]  Step: 94ms | Tot: 24s680ms | Loss: 1.086 | Acc: 68.145% (23551/34560) 270/391 
 [============================================>....................]  Step: 93ms | Tot: 24s774ms | Loss: 1.086 | Acc: 68.179% (23650/34688) 271/391 
 [=============================================>...................]  Step: 94ms | Tot: 24s868ms | Loss: 1.085 | Acc: 68.181% (23738/34816) 272/391 
 [=============================================>...................]  Step: 94ms | Tot: 24s962ms | Loss: 1.085 | Acc: 68.183% (23826/34944) 273/391 
 [=============================================>...................]  Step: 88ms | Tot: 25s51ms | Loss: 1.086 | Acc: 68.165% (23907/35072) 274/391 
 [=============================================>...................]  Step: 94ms | Tot: 25s145ms | Loss: 1.087 | Acc: 68.151% (23989/35200) 275/391 
 [=============================================>...................]  Step: 94ms | Tot: 25s239ms | Loss: 1.086 | Acc: 68.181% (24087/35328) 276/391 
 [=============================================>...................]  Step: 94ms | Tot: 25s333ms | Loss: 1.086 | Acc: 68.166% (24169/35456) 277/391 
 [==============================================>..................]  Step: 93ms | Tot: 25s427ms | Loss: 1.086 | Acc: 68.177% (24260/35584) 278/391 
 [==============================================>..................]  Step: 90ms | Tot: 25s517ms | Loss: 1.087 | Acc: 68.165% (24343/35712) 279/391 
 [==============================================>..................]  Step: 94ms | Tot: 25s612ms | Loss: 1.087 | Acc: 68.145% (24423/35840) 280/391 
 [==============================================>..................]  Step: 94ms | Tot: 25s706ms | Loss: 1.087 | Acc: 68.127% (24504/35968) 281/391 
 [==============================================>..................]  Step: 94ms | Tot: 25s801ms | Loss: 1.087 | Acc: 68.135% (24594/36096) 282/391 
 [==============================================>..................]  Step: 94ms | Tot: 25s895ms | Loss: 1.087 | Acc: 68.123% (24677/36224) 283/391 
 [===============================================>.................]  Step: 92ms | Tot: 25s988ms | Loss: 1.088 | Acc: 68.134% (24768/36352) 284/391 
 [===============================================>.................]  Step: 95ms | Tot: 26s83ms | Loss: 1.087 | Acc: 68.155% (24863/36480) 285/391 
 [===============================================>.................]  Step: 94ms | Tot: 26s178ms | Loss: 1.086 | Acc: 68.185% (24961/36608) 286/391 
 [===============================================>.................]  Step: 93ms | Tot: 26s271ms | Loss: 1.087 | Acc: 68.140% (25032/36736) 287/391 
 [===============================================>.................]  Step: 94ms | Tot: 26s365ms | Loss: 1.088 | Acc: 68.132% (25116/36864) 288/391 
 [===============================================>.................]  Step: 94ms | Tot: 26s460ms | Loss: 1.087 | Acc: 68.139% (25206/36992) 289/391 
 [================================================>................]  Step: 89ms | Tot: 26s549ms | Loss: 1.088 | Acc: 68.112% (25283/37120) 290/391 
 [================================================>................]  Step: 94ms | Tot: 26s643ms | Loss: 1.089 | Acc: 68.095% (25364/37248) 291/391 
 [================================================>................]  Step: 93ms | Tot: 26s737ms | Loss: 1.089 | Acc: 68.060% (25438/37376) 292/391 
 [================================================>................]  Step: 94ms | Tot: 26s832ms | Loss: 1.091 | Acc: 68.030% (25514/37504) 293/391 
 [================================================>................]  Step: 94ms | Tot: 26s926ms | Loss: 1.090 | Acc: 68.038% (25604/37632) 294/391 
 [================================================>................]  Step: 89ms | Tot: 27s16ms | Loss: 1.090 | Acc: 68.059% (25699/37760) 295/391 
 [=================================================>...............]  Step: 93ms | Tot: 27s110ms | Loss: 1.090 | Acc: 68.058% (25786/37888) 296/391 
 [=================================================>...............]  Step: 94ms | Tot: 27s205ms | Loss: 1.090 | Acc: 68.063% (25875/38016) 297/391 
 [=================================================>...............]  Step: 94ms | Tot: 27s299ms | Loss: 1.090 | Acc: 68.042% (25954/38144) 298/391 
 [=================================================>...............]  Step: 94ms | Tot: 27s393ms | Loss: 1.090 | Acc: 68.031% (26037/38272) 299/391 
 [=================================================>...............]  Step: 89ms | Tot: 27s483ms | Loss: 1.091 | Acc: 68.026% (26122/38400) 300/391 
 [=================================================>...............]  Step: 94ms | Tot: 27s577ms | Loss: 1.090 | Acc: 68.013% (26204/38528) 301/391 
 [==================================================>..............]  Step: 94ms | Tot: 27s671ms | Loss: 1.091 | Acc: 68.008% (26289/38656) 302/391 
 [==================================================>..............]  Step: 94ms | Tot: 27s765ms | Loss: 1.092 | Acc: 67.984% (26367/38784) 303/391 
 [==================================================>..............]  Step: 93ms | Tot: 27s859ms | Loss: 1.092 | Acc: 67.982% (26453/38912) 304/391 
 [==================================================>..............]  Step: 89ms | Tot: 27s949ms | Loss: 1.093 | Acc: 67.971% (26536/39040) 305/391 
 [==================================================>..............]  Step: 94ms | Tot: 28s43ms | Loss: 1.093 | Acc: 67.994% (26632/39168) 306/391 
 [==================================================>..............]  Step: 94ms | Tot: 28s137ms | Loss: 1.092 | Acc: 67.994% (26719/39296) 307/391 
 [===================================================>.............]  Step: 96ms | Tot: 28s233ms | Loss: 1.093 | Acc: 67.987% (26803/39424) 308/391 
 [===================================================>.............]  Step: 93ms | Tot: 28s327ms | Loss: 1.092 | Acc: 68.004% (26897/39552) 309/391 
 [===================================================>.............]  Step: 98ms | Tot: 28s426ms | Loss: 1.092 | Acc: 68.004% (26984/39680) 310/391 
 [===================================================>.............]  Step: 109ms | Tot: 28s536ms | Loss: 1.093 | Acc: 67.989% (27065/39808) 311/391 
 [===================================================>.............]  Step: 109ms | Tot: 28s645ms | Loss: 1.093 | Acc: 67.979% (27148/39936) 312/391 
 [===================================================>.............]  Step: 101ms | Tot: 28s747ms | Loss: 1.093 | Acc: 67.971% (27232/40064) 313/391 
 [====================================================>............]  Step: 103ms | Tot: 28s850ms | Loss: 1.094 | Acc: 67.954% (27312/40192) 314/391 
 [====================================================>............]  Step: 114ms | Tot: 28s964ms | Loss: 1.093 | Acc: 67.964% (27403/40320) 315/391 
 [====================================================>............]  Step: 94ms | Tot: 29s59ms | Loss: 1.093 | Acc: 67.954% (27486/40448) 316/391 
 [====================================================>............]  Step: 104ms | Tot: 29s163ms | Loss: 1.093 | Acc: 67.969% (27579/40576) 317/391 
 [====================================================>............]  Step: 126ms | Tot: 29s290ms | Loss: 1.094 | Acc: 67.954% (27660/40704) 318/391 
 [====================================================>............]  Step: 112ms | Tot: 29s402ms | Loss: 1.094 | Acc: 67.969% (27753/40832) 319/391 
 [=====================================================>...........]  Step: 112ms | Tot: 29s514ms | Loss: 1.094 | Acc: 67.966% (27839/40960) 320/391 
 [=====================================================>...........]  Step: 106ms | Tot: 29s621ms | Loss: 1.094 | Acc: 67.976% (27930/41088) 321/391 
 [=====================================================>...........]  Step: 117ms | Tot: 29s739ms | Loss: 1.094 | Acc: 67.969% (28014/41216) 322/391 
 [=====================================================>...........]  Step: 113ms | Tot: 29s852ms | Loss: 1.094 | Acc: 67.993% (28111/41344) 323/391 
 [=====================================================>...........]  Step: 134ms | Tot: 29s987ms | Loss: 1.094 | Acc: 67.983% (28194/41472) 324/391 
 [=====================================================>...........]  Step: 133ms | Tot: 30s120ms | Loss: 1.094 | Acc: 67.986% (28282/41600) 325/391 
 [======================================================>..........]  Step: 116ms | Tot: 30s236ms | Loss: 1.093 | Acc: 67.998% (28374/41728) 326/391 
 [======================================================>..........]  Step: 107ms | Tot: 30s344ms | Loss: 1.094 | Acc: 67.981% (28454/41856) 327/391 
 [======================================================>..........]  Step: 119ms | Tot: 30s463ms | Loss: 1.095 | Acc: 67.962% (28533/41984) 328/391 
 [======================================================>..........]  Step: 123ms | Tot: 30s586ms | Loss: 1.095 | Acc: 67.966% (28622/42112) 329/391 
 [======================================================>..........]  Step: 109ms | Tot: 30s696ms | Loss: 1.094 | Acc: 67.985% (28717/42240) 330/391 
 [======================================================>..........]  Step: 115ms | Tot: 30s811ms | Loss: 1.094 | Acc: 67.981% (28802/42368) 331/391 
 [=======================================================>.........]  Step: 132ms | Tot: 30s943ms | Loss: 1.094 | Acc: 67.995% (28895/42496) 332/391 
 [=======================================================>.........]  Step: 136ms | Tot: 31s80ms | Loss: 1.094 | Acc: 68.002% (28985/42624) 333/391 
 [=======================================================>.........]  Step: 135ms | Tot: 31s215ms | Loss: 1.094 | Acc: 68.011% (29076/42752) 334/391 
 [=======================================================>.........]  Step: 120ms | Tot: 31s336ms | Loss: 1.094 | Acc: 68.015% (29165/42880) 335/391 
 [=======================================================>.........]  Step: 104ms | Tot: 31s440ms | Loss: 1.094 | Acc: 68.020% (29254/43008) 336/391 
 [=======================================================>.........]  Step: 137ms | Tot: 31s578ms | Loss: 1.093 | Acc: 68.043% (29351/43136) 337/391 
 [========================================================>........]  Step: 141ms | Tot: 31s719ms | Loss: 1.093 | Acc: 68.038% (29436/43264) 338/391 
 [========================================================>........]  Step: 141ms | Tot: 31s861ms | Loss: 1.094 | Acc: 68.026% (29518/43392) 339/391 
 [========================================================>........]  Step: 137ms | Tot: 31s998ms | Loss: 1.094 | Acc: 68.008% (29597/43520) 340/391 
 [========================================================>........]  Step: 94ms | Tot: 32s93ms | Loss: 1.094 | Acc: 67.994% (29678/43648) 341/391 
 [========================================================>........]  Step: 89ms | Tot: 32s182ms | Loss: 1.094 | Acc: 68.003% (29769/43776) 342/391 
 [========================================================>........]  Step: 96ms | Tot: 32s278ms | Loss: 1.095 | Acc: 67.994% (29852/43904) 343/391 
 [=========================================================>.......]  Step: 94ms | Tot: 32s372ms | Loss: 1.095 | Acc: 67.980% (29933/44032) 344/391 
 [=========================================================>.......]  Step: 94ms | Tot: 32s466ms | Loss: 1.095 | Acc: 67.980% (30020/44160) 345/391 
 [=========================================================>.......]  Step: 94ms | Tot: 32s561ms | Loss: 1.095 | Acc: 67.969% (30102/44288) 346/391 
 [=========================================================>.......]  Step: 91ms | Tot: 32s652ms | Loss: 1.095 | Acc: 67.987% (30197/44416) 347/391 
 [=========================================================>.......]  Step: 130ms | Tot: 32s782ms | Loss: 1.095 | Acc: 67.989% (30285/44544) 348/391 
 [=========================================================>.......]  Step: 123ms | Tot: 32s906ms | Loss: 1.096 | Acc: 67.987% (30371/44672) 349/391 
 [==========================================================>......]  Step: 112ms | Tot: 33s18ms | Loss: 1.096 | Acc: 67.984% (30457/44800) 350/391 
 [==========================================================>......]  Step: 117ms | Tot: 33s136ms | Loss: 1.096 | Acc: 67.987% (30545/44928) 351/391 
 [==========================================================>......]  Step: 118ms | Tot: 33s254ms | Loss: 1.096 | Acc: 67.995% (30636/45056) 352/391 
 [==========================================================>......]  Step: 109ms | Tot: 33s363ms | Loss: 1.097 | Acc: 67.980% (30716/45184) 353/391 
 [==========================================================>......]  Step: 116ms | Tot: 33s480ms | Loss: 1.097 | Acc: 67.975% (30801/45312) 354/391 
 [==========================================================>......]  Step: 125ms | Tot: 33s606ms | Loss: 1.097 | Acc: 67.956% (30879/45440) 355/391 
 [===========================================================>.....]  Step: 110ms | Tot: 33s716ms | Loss: 1.097 | Acc: 67.958% (30967/45568) 356/391 
 [===========================================================>.....]  Step: 113ms | Tot: 33s830ms | Loss: 1.098 | Acc: 67.956% (31053/45696) 357/391 
 [===========================================================>.....]  Step: 128ms | Tot: 33s958ms | Loss: 1.097 | Acc: 67.971% (31147/45824) 358/391 
 [===========================================================>.....]  Step: 124ms | Tot: 34s83ms | Loss: 1.097 | Acc: 67.973% (31235/45952) 359/391 
 [===========================================================>.....]  Step: 115ms | Tot: 34s199ms | Loss: 1.097 | Acc: 67.971% (31321/46080) 360/391 
 [===========================================================>.....]  Step: 127ms | Tot: 34s326ms | Loss: 1.097 | Acc: 67.980% (31412/46208) 361/391 
 [============================================================>....]  Step: 132ms | Tot: 34s459ms | Loss: 1.097 | Acc: 67.956% (31488/46336) 362/391 
 [============================================================>....]  Step: 137ms | Tot: 34s596ms | Loss: 1.098 | Acc: 67.943% (31569/46464) 363/391 
 [============================================================>....]  Step: 141ms | Tot: 34s738ms | Loss: 1.098 | Acc: 67.943% (31656/46592) 364/391 
 [============================================================>....]  Step: 141ms | Tot: 34s879ms | Loss: 1.098 | Acc: 67.930% (31737/46720) 365/391 
 [============================================================>....]  Step: 139ms | Tot: 35s18ms | Loss: 1.099 | Acc: 67.907% (31813/46848) 366/391 
 [============================================================>....]  Step: 141ms | Tot: 35s160ms | Loss: 1.099 | Acc: 67.890% (31892/46976) 367/391 
 [=============================================================>...]  Step: 128ms | Tot: 35s288ms | Loss: 1.100 | Acc: 67.877% (31973/47104) 368/391 
 [=============================================================>...]  Step: 141ms | Tot: 35s429ms | Loss: 1.101 | Acc: 67.850% (32047/47232) 369/391 
 [=============================================================>...]  Step: 141ms | Tot: 35s571ms | Loss: 1.101 | Acc: 67.827% (32123/47360) 370/391 
 [=============================================================>...]  Step: 141ms | Tot: 35s712ms | Loss: 1.101 | Acc: 67.821% (32207/47488) 371/391 
 [=============================================================>...]  Step: 139ms | Tot: 35s851ms | Loss: 1.101 | Acc: 67.818% (32292/47616) 372/391 
 [=============================================================>...]  Step: 136ms | Tot: 35s988ms | Loss: 1.102 | Acc: 67.805% (32373/47744) 373/391 
 [==============================================================>..]  Step: 134ms | Tot: 36s122ms | Loss: 1.102 | Acc: 67.793% (32454/47872) 374/391 
 [==============================================================>..]  Step: 141ms | Tot: 36s263ms | Loss: 1.103 | Acc: 67.781% (32535/48000) 375/391 
 [==============================================================>..]  Step: 141ms | Tot: 36s405ms | Loss: 1.103 | Acc: 67.782% (32622/48128) 376/391 
 [==============================================================>..]  Step: 141ms | Tot: 36s546ms | Loss: 1.103 | Acc: 67.772% (32704/48256) 377/391 
 [==============================================================>..]  Step: 135ms | Tot: 36s681ms | Loss: 1.104 | Acc: 67.762% (32786/48384) 378/391 
 [==============================================================>..]  Step: 140ms | Tot: 36s822ms | Loss: 1.104 | Acc: 67.761% (32872/48512) 379/391 
 [===============================================================>.]  Step: 134ms | Tot: 36s956ms | Loss: 1.105 | Acc: 67.757% (32957/48640) 380/391 
 [===============================================================>.]  Step: 141ms | Tot: 37s97ms | Loss: 1.105 | Acc: 67.747% (33039/48768) 381/391 
 [===============================================================>.]  Step: 141ms | Tot: 37s238ms | Loss: 1.105 | Acc: 67.752% (33128/48896) 382/391 
 [===============================================================>.]  Step: 136ms | Tot: 37s375ms | Loss: 1.106 | Acc: 67.753% (33215/49024) 383/391 
 [===============================================================>.]  Step: 141ms | Tot: 37s516ms | Loss: 1.106 | Acc: 67.761% (33306/49152) 384/391 
 [===============================================================>.]  Step: 140ms | Tot: 37s657ms | Loss: 1.106 | Acc: 67.754% (33389/49280) 385/391 
 [================================================================>]  Step: 134ms | Tot: 37s791ms | Loss: 1.106 | Acc: 67.748% (33473/49408) 386/391 
 [================================================================>]  Step: 141ms | Tot: 37s933ms | Loss: 1.106 | Acc: 67.755% (33563/49536) 387/391 
 [================================================================>]  Step: 138ms | Tot: 38s72ms | Loss: 1.107 | Acc: 67.739% (33642/49664) 388/391 
 [================================================================>]  Step: 139ms | Tot: 38s211ms | Loss: 1.108 | Acc: 67.704% (33711/49792) 389/391 
 [================================================================>]  Step: 141ms | Tot: 38s352ms | Loss: 1.108 | Acc: 67.702% (33797/49920) 390/391 
 [================================================================>]  Step: 99ms | Tot: 38s451ms | Loss: 1.108 | Acc: 67.706% (33853/50000) 391/391 
 [>................................................................]  Step: 203ms | Tot: 0ms | Loss: 1.545 | Acc: 57.000% (57/100)    1/100 
 [>................................................................]  Step: 41ms | Tot: 41ms | Loss: 1.657 | Acc: 57.000% (114/200)   2/100 
 [=>...............................................................]  Step: 36ms | Tot: 78ms | Loss: 1.591 | Acc: 58.000% (174/300)   3/100 
 [=>...............................................................]  Step: 41ms | Tot: 119ms | Loss: 1.561 | Acc: 58.500% (234/400)  4/100 
 [==>..............................................................]  Step: 41ms | Tot: 161ms | Loss: 1.619 | Acc: 56.600% (283/500)  5/100 
 [===>.............................................................]  Step: 41ms | Tot: 203ms | Loss: 1.713 | Acc: 55.667% (334/600)  6/100 
 [===>.............................................................]  Step: 41ms | Tot: 244ms | Loss: 1.647 | Acc: 57.143% (400/700)  7/100 
 [====>............................................................]  Step: 41ms | Tot: 286ms | Loss: 1.622 | Acc: 57.375% (459/800)  8/100 
 [=====>...........................................................]  Step: 41ms | Tot: 327ms | Loss: 1.644 | Acc: 57.667% (519/900)  9/100 
 [=====>...........................................................]  Step: 41ms | Tot: 369ms | Loss: 1.644 | Acc: 57.200% (572/1000) 10/100 
 [======>..........................................................]  Step: 41ms | Tot: 410ms | Loss: 1.639 | Acc: 57.182% (629/1100) 11/100 
 [=======>.........................................................]  Step: 39ms | Tot: 450ms | Loss: 1.681 | Acc: 56.417% (677/1200) 12/100 
 [=======>.........................................................]  Step: 40ms | Tot: 491ms | Loss: 1.668 | Acc: 56.692% (737/1300) 13/100 
 [========>........................................................]  Step: 41ms | Tot: 532ms | Loss: 1.664 | Acc: 56.571% (792/1400) 14/100 
 [=========>.......................................................]  Step: 41ms | Tot: 574ms | Loss: 1.644 | Acc: 56.800% (852/1500) 15/100 
 [=========>.......................................................]  Step: 41ms | Tot: 615ms | Loss: 1.642 | Acc: 56.750% (908/1600) 16/100 
 [==========>......................................................]  Step: 37ms | Tot: 652ms | Loss: 1.657 | Acc: 56.235% (956/1700) 17/100 
 [===========>.....................................................]  Step: 38ms | Tot: 690ms | Loss: 1.673 | Acc: 55.667% (1002/1800) 18/100 
 [===========>.....................................................]  Step: 36ms | Tot: 727ms | Loss: 1.662 | Acc: 56.000% (1064/1900) 19/100 
 [============>....................................................]  Step: 41ms | Tot: 768ms | Loss: 1.667 | Acc: 55.850% (1117/2000) 20/100 
 [=============>...................................................]  Step: 41ms | Tot: 809ms | Loss: 1.682 | Acc: 55.762% (1171/2100) 21/100 
 [=============>...................................................]  Step: 41ms | Tot: 851ms | Loss: 1.702 | Acc: 55.409% (1219/2200) 22/100 
 [==============>..................................................]  Step: 41ms | Tot: 892ms | Loss: 1.704 | Acc: 55.304% (1272/2300) 23/100 
 [==============>..................................................]  Step: 41ms | Tot: 934ms | Loss: 1.704 | Acc: 55.292% (1327/2400) 24/100 
 [===============>.................................................]  Step: 41ms | Tot: 976ms | Loss: 1.708 | Acc: 55.160% (1379/2500) 25/100 
 [================>................................................]  Step: 41ms | Tot: 1s17ms | Loss: 1.698 | Acc: 55.462% (1442/2600) 26/100 
 [================>................................................]  Step: 41ms | Tot: 1s59ms | Loss: 1.710 | Acc: 55.407% (1496/2700) 27/100 
 [=================>...............................................]  Step: 41ms | Tot: 1s100ms | Loss: 1.710 | Acc: 55.250% (1547/2800) 28/100 
 [==================>..............................................]  Step: 41ms | Tot: 1s142ms | Loss: 1.710 | Acc: 55.241% (1602/2900) 29/100 
 [==================>..............................................]  Step: 41ms | Tot: 1s183ms | Loss: 1.711 | Acc: 55.200% (1656/3000) 30/100 
 [===================>.............................................]  Step: 41ms | Tot: 1s225ms | Loss: 1.715 | Acc: 54.903% (1702/3100) 31/100 
 [====================>............................................]  Step: 40ms | Tot: 1s265ms | Loss: 1.702 | Acc: 55.188% (1766/3200) 32/100 
 [====================>............................................]  Step: 40ms | Tot: 1s306ms | Loss: 1.713 | Acc: 54.970% (1814/3300) 33/100 
 [=====================>...........................................]  Step: 41ms | Tot: 1s347ms | Loss: 1.712 | Acc: 54.882% (1866/3400) 34/100 
 [======================>..........................................]  Step: 36ms | Tot: 1s384ms | Loss: 1.707 | Acc: 55.057% (1927/3500) 35/100 
 [======================>..........................................]  Step: 41ms | Tot: 1s426ms | Loss: 1.707 | Acc: 55.083% (1983/3600) 36/100 
 [=======================>.........................................]  Step: 35ms | Tot: 1s461ms | Loss: 1.704 | Acc: 55.108% (2039/3700) 37/100 
 [========================>........................................]  Step: 40ms | Tot: 1s502ms | Loss: 1.696 | Acc: 55.237% (2099/3800) 38/100 
 [========================>........................................]  Step: 41ms | Tot: 1s543ms | Loss: 1.694 | Acc: 55.179% (2152/3900) 39/100 
 [=========================>.......................................]  Step: 41ms | Tot: 1s585ms | Loss: 1.685 | Acc: 55.375% (2215/4000) 40/100 
 [==========================>......................................]  Step: 41ms | Tot: 1s626ms | Loss: 1.689 | Acc: 55.341% (2269/4100) 41/100 
 [==========================>......................................]  Step: 41ms | Tot: 1s668ms | Loss: 1.696 | Acc: 55.262% (2321/4200) 42/100 
 [===========================>.....................................]  Step: 41ms | Tot: 1s710ms | Loss: 1.696 | Acc: 55.326% (2379/4300) 43/100 
 [===========================>.....................................]  Step: 41ms | Tot: 1s751ms | Loss: 1.703 | Acc: 55.250% (2431/4400) 44/100 
 [============================>....................................]  Step: 41ms | Tot: 1s793ms | Loss: 1.704 | Acc: 55.222% (2485/4500) 45/100 
 [=============================>...................................]  Step: 41ms | Tot: 1s834ms | Loss: 1.706 | Acc: 55.130% (2536/4600) 46/100 
 [=============================>...................................]  Step: 41ms | Tot: 1s876ms | Loss: 1.703 | Acc: 55.234% (2596/4700) 47/100 
 [==============================>..................................]  Step: 41ms | Tot: 1s917ms | Loss: 1.705 | Acc: 55.208% (2650/4800) 48/100 
 [===============================>.................................]  Step: 41ms | Tot: 1s959ms | Loss: 1.712 | Acc: 55.122% (2701/4900) 49/100 
 [===============================>.................................]  Step: 41ms | Tot: 2s | Loss: 1.708 | Acc: 55.220% (2761/5000)   50/100 
 [================================>................................]  Step: 39ms | Tot: 2s40ms | Loss: 1.705 | Acc: 55.255% (2818/5100) 51/100 
 [=================================>...............................]  Step: 36ms | Tot: 2s76ms | Loss: 1.699 | Acc: 55.365% (2879/5200) 52/100 
 [=================================>...............................]  Step: 41ms | Tot: 2s118ms | Loss: 1.696 | Acc: 55.377% (2935/5300) 53/100 
 [==================================>..............................]  Step: 41ms | Tot: 2s159ms | Loss: 1.694 | Acc: 55.481% (2996/5400) 54/100 
 [===================================>.............................]  Step: 41ms | Tot: 2s201ms | Loss: 1.700 | Acc: 55.309% (3042/5500) 55/100 
 [===================================>.............................]  Step: 35ms | Tot: 2s236ms | Loss: 1.699 | Acc: 55.304% (3097/5600) 56/100 
 [====================================>............................]  Step: 40ms | Tot: 2s276ms | Loss: 1.693 | Acc: 55.439% (3160/5700) 57/100 
 [=====================================>...........................]  Step: 41ms | Tot: 2s318ms | Loss: 1.692 | Acc: 55.362% (3211/5800) 58/100 
 [=====================================>...........................]  Step: 41ms | Tot: 2s359ms | Loss: 1.691 | Acc: 55.424% (3270/5900) 59/100 
 [======================================>..........................]  Step: 41ms | Tot: 2s401ms | Loss: 1.699 | Acc: 55.183% (3311/6000) 60/100 
 [=======================================>.........................]  Step: 41ms | Tot: 2s442ms | Loss: 1.697 | Acc: 55.213% (3368/6100) 61/100 
 [=======================================>.........................]  Step: 41ms | Tot: 2s484ms | Loss: 1.697 | Acc: 55.242% (3425/6200) 62/100 
 [========================================>........................]  Step: 41ms | Tot: 2s525ms | Loss: 1.698 | Acc: 55.270% (3482/6300) 63/100 
 [========================================>........................]  Step: 41ms | Tot: 2s567ms | Loss: 1.695 | Acc: 55.328% (3541/6400) 64/100 
 [=========================================>.......................]  Step: 41ms | Tot: 2s608ms | Loss: 1.693 | Acc: 55.369% (3599/6500) 65/100 
 [==========================================>......................]  Step: 41ms | Tot: 2s650ms | Loss: 1.699 | Acc: 55.197% (3643/6600) 66/100 
 [==========================================>......................]  Step: 41ms | Tot: 2s691ms | Loss: 1.697 | Acc: 55.179% (3697/6700) 67/100 
 [===========================================>.....................]  Step: 34ms | Tot: 2s726ms | Loss: 1.698 | Acc: 55.118% (3748/6800) 68/100 
 [============================================>....................]  Step: 41ms | Tot: 2s767ms | Loss: 1.697 | Acc: 55.072% (3800/6900) 69/100 
 [============================================>....................]  Step: 39ms | Tot: 2s807ms | Loss: 1.696 | Acc: 55.029% (3852/7000) 70/100 
 [=============================================>...................]  Step: 40ms | Tot: 2s848ms | Loss: 1.700 | Acc: 55.014% (3906/7100) 71/100 
 [==============================================>..................]  Step: 41ms | Tot: 2s889ms | Loss: 1.701 | Acc: 55.028% (3962/7200) 72/100 
 [==============================================>..................]  Step: 41ms | Tot: 2s931ms | Loss: 1.697 | Acc: 55.110% (4023/7300) 73/100 
 [===============================================>.................]  Step: 41ms | Tot: 2s972ms | Loss: 1.695 | Acc: 55.149% (4081/7400) 74/100 
 [================================================>................]  Step: 35ms | Tot: 3s7ms | Loss: 1.694 | Acc: 55.200% (4140/7500) 75/100 
 [================================================>................]  Step: 38ms | Tot: 3s46ms | Loss: 1.694 | Acc: 55.197% (4195/7600) 76/100 
 [=================================================>...............]  Step: 41ms | Tot: 3s87ms | Loss: 1.695 | Acc: 55.221% (4252/7700) 77/100 
 [==================================================>..............]  Step: 41ms | Tot: 3s129ms | Loss: 1.699 | Acc: 55.103% (4298/7800) 78/100 
 [==================================================>..............]  Step: 41ms | Tot: 3s170ms | Loss: 1.703 | Acc: 55.038% (4348/7900) 79/100 
 [===================================================>.............]  Step: 41ms | Tot: 3s212ms | Loss: 1.701 | Acc: 55.075% (4406/8000) 80/100 
 [====================================================>............]  Step: 41ms | Tot: 3s253ms | Loss: 1.702 | Acc: 55.025% (4457/8100) 81/100 
 [====================================================>............]  Step: 41ms | Tot: 3s295ms | Loss: 1.704 | Acc: 54.963% (4507/8200) 82/100 
 [=====================================================>...........]  Step: 41ms | Tot: 3s336ms | Loss: 1.702 | Acc: 55.036% (4568/8300) 83/100 
 [=====================================================>...........]  Step: 36ms | Tot: 3s373ms | Loss: 1.699 | Acc: 55.202% (4637/8400) 84/100 
 [======================================================>..........]  Step: 41ms | Tot: 3s414ms | Loss: 1.697 | Acc: 55.141% (4687/8500) 85/100 
 [=======================================================>.........]  Step: 41ms | Tot: 3s456ms | Loss: 1.691 | Acc: 55.233% (4750/8600) 86/100 
 [=======================================================>.........]  Step: 41ms | Tot: 3s497ms | Loss: 1.692 | Acc: 55.241% (4806/8700) 87/100 
 [========================================================>........]  Step: 41ms | Tot: 3s538ms | Loss: 1.686 | Acc: 55.375% (4873/8800) 88/100 
 [=========================================================>.......]  Step: 41ms | Tot: 3s580ms | Loss: 1.686 | Acc: 55.371% (4928/8900) 89/100 
 [=========================================================>.......]  Step: 39ms | Tot: 3s619ms | Loss: 1.687 | Acc: 55.378% (4984/9000) 90/100 
 [==========================================================>......]  Step: 38ms | Tot: 3s658ms | Loss: 1.689 | Acc: 55.374% (5039/9100) 91/100 
 [===========================================================>.....]  Step: 41ms | Tot: 3s699ms | Loss: 1.687 | Acc: 55.457% (5102/9200) 92/100 
 [===========================================================>.....]  Step: 41ms | Tot: 3s741ms | Loss: 1.685 | Acc: 55.505% (5162/9300) 93/100 
 [============================================================>....]  Step: 41ms | Tot: 3s782ms | Loss: 1.684 | Acc: 55.564% (5223/9400) 94/100 
 [=============================================================>...]  Step: 35ms | Tot: 3s818ms | Loss: 1.682 | Acc: 55.642% (5286/9500) 95/100 
 [=============================================================>...]  Step: 40ms | Tot: 3s858ms | Loss: 1.680 | Acc: 55.688% (5346/9600) 96/100 
 [==============================================================>..]  Step: 41ms | Tot: 3s900ms | Loss: 1.680 | Acc: 55.680% (5401/9700) 97/100 
 [===============================================================>.]  Step: 41ms | Tot: 3s941ms | Loss: 1.681 | Acc: 55.622% (5451/9800) 98/100 
 [===============================================================>.]  Step: 41ms | Tot: 3s982ms | Loss: 1.679 | Acc: 55.576% (5502/9900) 99/100 
 [================================================================>]  Step: 40ms | Tot: 4s23ms | Loss: 1.677 | Acc: 55.590% (5559/10000) 100/100 

Epoch: 27
 [>................................................................]  Step: 309ms | Tot: 0ms | Loss: 1.315 | Acc: 65.625% (84/128)    1/391 
 [>................................................................]  Step: 140ms | Tot: 140ms | Loss: 1.083 | Acc: 70.703% (181/256) 2/391 
 [>................................................................]  Step: 134ms | Tot: 274ms | Loss: 1.110 | Acc: 70.573% (271/384) 3/391 
 [>................................................................]  Step: 136ms | Tot: 411ms | Loss: 1.073 | Acc: 71.094% (364/512) 4/391 
 [>................................................................]  Step: 141ms | Tot: 552ms | Loss: 1.040 | Acc: 72.188% (462/640) 5/391 
 [>................................................................]  Step: 141ms | Tot: 693ms | Loss: 1.028 | Acc: 72.005% (553/768) 6/391 
 [>................................................................]  Step: 141ms | Tot: 835ms | Loss: 1.042 | Acc: 71.540% (641/896) 7/391 
 [=>...............................................................]  Step: 138ms | Tot: 974ms | Loss: 1.041 | Acc: 71.191% (729/1024) 8/391 
 [=>...............................................................]  Step: 130ms | Tot: 1s105ms | Loss: 1.045 | Acc: 70.139% (808/1152) 9/391 
 [=>...............................................................]  Step: 141ms | Tot: 1s246ms | Loss: 1.055 | Acc: 69.922% (895/1280) 10/391 
 [=>...............................................................]  Step: 141ms | Tot: 1s387ms | Loss: 1.063 | Acc: 69.460% (978/1408) 11/391 
 [=>...............................................................]  Step: 141ms | Tot: 1s529ms | Loss: 1.068 | Acc: 69.206% (1063/1536) 12/391 
 [=>...............................................................]  Step: 141ms | Tot: 1s670ms | Loss: 1.073 | Acc: 69.351% (1154/1664) 13/391 
 [==>..............................................................]  Step: 133ms | Tot: 1s803ms | Loss: 1.081 | Acc: 68.973% (1236/1792) 14/391 
 [==>..............................................................]  Step: 134ms | Tot: 1s938ms | Loss: 1.069 | Acc: 69.115% (1327/1920) 15/391 
 [==>..............................................................]  Step: 140ms | Tot: 2s79ms | Loss: 1.059 | Acc: 69.385% (1421/2048) 16/391 
 [==>..............................................................]  Step: 141ms | Tot: 2s220ms | Loss: 1.054 | Acc: 69.577% (1514/2176) 17/391 
 [==>..............................................................]  Step: 141ms | Tot: 2s362ms | Loss: 1.059 | Acc: 69.531% (1602/2304) 18/391 
 [==>..............................................................]  Step: 140ms | Tot: 2s502ms | Loss: 1.063 | Acc: 69.326% (1686/2432) 19/391 
 [===>.............................................................]  Step: 134ms | Tot: 2s637ms | Loss: 1.067 | Acc: 69.141% (1770/2560) 20/391 
 [===>.............................................................]  Step: 136ms | Tot: 2s774ms | Loss: 1.074 | Acc: 68.713% (1847/2688) 21/391 
 [===>.............................................................]  Step: 138ms | Tot: 2s913ms | Loss: 1.069 | Acc: 68.928% (1941/2816) 22/391 
 [===>.............................................................]  Step: 141ms | Tot: 3s54ms | Loss: 1.076 | Acc: 68.682% (2022/2944) 23/391 
 [===>.............................................................]  Step: 141ms | Tot: 3s195ms | Loss: 1.073 | Acc: 68.848% (2115/3072) 24/391 
 [===>.............................................................]  Step: 136ms | Tot: 3s332ms | Loss: 1.068 | Acc: 69.062% (2210/3200) 25/391 
 [====>............................................................]  Step: 139ms | Tot: 3s471ms | Loss: 1.062 | Acc: 69.381% (2309/3328) 26/391 
 [====>............................................................]  Step: 141ms | Tot: 3s612ms | Loss: 1.058 | Acc: 69.647% (2407/3456) 27/391 
 [====>............................................................]  Step: 134ms | Tot: 3s746ms | Loss: 1.058 | Acc: 69.671% (2497/3584) 28/391 
 [====>............................................................]  Step: 141ms | Tot: 3s888ms | Loss: 1.065 | Acc: 69.477% (2579/3712) 29/391 
 [====>............................................................]  Step: 136ms | Tot: 4s24ms | Loss: 1.066 | Acc: 69.427% (2666/3840) 30/391 
 [====>............................................................]  Step: 141ms | Tot: 4s165ms | Loss: 1.057 | Acc: 69.582% (2761/3968) 31/391 
 [=====>...........................................................]  Step: 138ms | Tot: 4s304ms | Loss: 1.058 | Acc: 69.678% (2854/4096) 32/391 
 [=====>...........................................................]  Step: 141ms | Tot: 4s445ms | Loss: 1.057 | Acc: 69.768% (2947/4224) 33/391 
 [=====>...........................................................]  Step: 134ms | Tot: 4s580ms | Loss: 1.055 | Acc: 69.853% (3040/4352) 34/391 
 [=====>...........................................................]  Step: 136ms | Tot: 4s716ms | Loss: 1.049 | Acc: 69.888% (3131/4480) 35/391 
 [=====>...........................................................]  Step: 141ms | Tot: 4s858ms | Loss: 1.056 | Acc: 69.705% (3212/4608) 36/391 
 [=====>...........................................................]  Step: 141ms | Tot: 4s999ms | Loss: 1.054 | Acc: 69.700% (3301/4736) 37/391 
 [======>..........................................................]  Step: 139ms | Tot: 5s139ms | Loss: 1.055 | Acc: 69.613% (3386/4864) 38/391 
 [======>..........................................................]  Step: 140ms | Tot: 5s279ms | Loss: 1.051 | Acc: 69.752% (3482/4992) 39/391 
 [======>..........................................................]  Step: 127ms | Tot: 5s406ms | Loss: 1.048 | Acc: 69.746% (3571/5120) 40/391 
 [======>..........................................................]  Step: 141ms | Tot: 5s547ms | Loss: 1.045 | Acc: 69.836% (3665/5248) 41/391 
 [======>..........................................................]  Step: 141ms | Tot: 5s689ms | Loss: 1.049 | Acc: 69.736% (3749/5376) 42/391 
 [======>..........................................................]  Step: 141ms | Tot: 5s830ms | Loss: 1.046 | Acc: 69.876% (3846/5504) 43/391 
 [=======>.........................................................]  Step: 139ms | Tot: 5s969ms | Loss: 1.045 | Acc: 69.869% (3935/5632) 44/391 
 [=======>.........................................................]  Step: 137ms | Tot: 6s107ms | Loss: 1.043 | Acc: 69.948% (4029/5760) 45/391 
 [=======>.........................................................]  Step: 132ms | Tot: 6s240ms | Loss: 1.042 | Acc: 70.007% (4122/5888) 46/391 
 [=======>.........................................................]  Step: 141ms | Tot: 6s382ms | Loss: 1.042 | Acc: 70.013% (4212/6016) 47/391 
 [=======>.........................................................]  Step: 141ms | Tot: 6s523ms | Loss: 1.042 | Acc: 70.020% (4302/6144) 48/391 
 [=======>.........................................................]  Step: 141ms | Tot: 6s664ms | Loss: 1.040 | Acc: 70.026% (4392/6272) 49/391 
 [========>........................................................]  Step: 141ms | Tot: 6s806ms | Loss: 1.038 | Acc: 70.047% (4483/6400) 50/391 
 [========>........................................................]  Step: 133ms | Tot: 6s939ms | Loss: 1.035 | Acc: 70.175% (4581/6528) 51/391 
 [========>........................................................]  Step: 134ms | Tot: 7s73ms | Loss: 1.036 | Acc: 70.162% (4670/6656) 52/391 
 [========>........................................................]  Step: 139ms | Tot: 7s212ms | Loss: 1.040 | Acc: 69.944% (4745/6784) 53/391 
 [========>........................................................]  Step: 141ms | Tot: 7s354ms | Loss: 1.038 | Acc: 70.009% (4839/6912) 54/391 
 [========>........................................................]  Step: 141ms | Tot: 7s495ms | Loss: 1.036 | Acc: 70.057% (4932/7040) 55/391 
 [=========>.......................................................]  Step: 136ms | Tot: 7s632ms | Loss: 1.036 | Acc: 69.978% (5016/7168) 56/391 
 [=========>.......................................................]  Step: 136ms | Tot: 7s769ms | Loss: 1.037 | Acc: 69.956% (5104/7296) 57/391 
 [=========>.......................................................]  Step: 134ms | Tot: 7s903ms | Loss: 1.039 | Acc: 69.868% (5187/7424) 58/391 
 [=========>.......................................................]  Step: 140ms | Tot: 8s44ms | Loss: 1.039 | Acc: 69.889% (5278/7552) 59/391 
 [=========>.......................................................]  Step: 141ms | Tot: 8s186ms | Loss: 1.043 | Acc: 69.805% (5361/7680) 60/391 
 [=========>.......................................................]  Step: 136ms | Tot: 8s322ms | Loss: 1.045 | Acc: 69.711% (5443/7808) 61/391 
 [==========>......................................................]  Step: 141ms | Tot: 8s464ms | Loss: 1.045 | Acc: 69.682% (5530/7936) 62/391 
 [==========>......................................................]  Step: 138ms | Tot: 8s603ms | Loss: 1.048 | Acc: 69.606% (5613/8064) 63/391 
 [==========>......................................................]  Step: 139ms | Tot: 8s742ms | Loss: 1.043 | Acc: 69.727% (5712/8192) 64/391 
 [==========>......................................................]  Step: 136ms | Tot: 8s878ms | Loss: 1.045 | Acc: 69.712% (5800/8320) 65/391 
 [==========>......................................................]  Step: 136ms | Tot: 9s15ms | Loss: 1.045 | Acc: 69.661% (5885/8448) 66/391 
 [==========>......................................................]  Step: 141ms | Tot: 9s156ms | Loss: 1.045 | Acc: 69.648% (5973/8576) 67/391 
 [===========>.....................................................]  Step: 141ms | Tot: 9s297ms | Loss: 1.044 | Acc: 69.623% (6060/8704) 68/391 
 [===========>.....................................................]  Step: 138ms | Tot: 9s436ms | Loss: 1.042 | Acc: 69.644% (6151/8832) 69/391 
 [===========>.....................................................]  Step: 141ms | Tot: 9s577ms | Loss: 1.042 | Acc: 69.676% (6243/8960) 70/391 
 [===========>.....................................................]  Step: 130ms | Tot: 9s707ms | Loss: 1.043 | Acc: 69.729% (6337/9088) 71/391 
 [===========>.....................................................]  Step: 141ms | Tot: 9s849ms | Loss: 1.043 | Acc: 69.683% (6422/9216) 72/391 
 [===========>.....................................................]  Step: 141ms | Tot: 9s991ms | Loss: 1.041 | Acc: 69.692% (6512/9344) 73/391 
 [============>....................................................]  Step: 141ms | Tot: 10s132ms | Loss: 1.042 | Acc: 69.679% (6600/9472) 74/391 
 [============>....................................................]  Step: 139ms | Tot: 10s272ms | Loss: 1.041 | Acc: 69.667% (6688/9600) 75/391 
 [============>....................................................]  Step: 140ms | Tot: 10s412ms | Loss: 1.043 | Acc: 69.593% (6770/9728) 76/391 
 [============>....................................................]  Step: 129ms | Tot: 10s541ms | Loss: 1.044 | Acc: 69.541% (6854/9856) 77/391 
 [============>....................................................]  Step: 141ms | Tot: 10s683ms | Loss: 1.043 | Acc: 69.571% (6946/9984) 78/391 
 [============>....................................................]  Step: 141ms | Tot: 10s824ms | Loss: 1.042 | Acc: 69.551% (7033/10112) 79/391 
 [=============>...................................................]  Step: 141ms | Tot: 10s965ms | Loss: 1.041 | Acc: 69.590% (7126/10240) 80/391 
 [=============>...................................................]  Step: 139ms | Tot: 11s105ms | Loss: 1.042 | Acc: 69.599% (7216/10368) 81/391 
 [=============>...................................................]  Step: 135ms | Tot: 11s241ms | Loss: 1.041 | Acc: 69.655% (7311/10496) 82/391 
 [=============>...................................................]  Step: 133ms | Tot: 11s375ms | Loss: 1.043 | Acc: 69.635% (7398/10624) 83/391 
 [=============>...................................................]  Step: 141ms | Tot: 11s517ms | Loss: 1.043 | Acc: 69.671% (7491/10752) 84/391 
 [=============>...................................................]  Step: 141ms | Tot: 11s658ms | Loss: 1.042 | Acc: 69.752% (7589/10880) 85/391 
 [==============>..................................................]  Step: 141ms | Tot: 11s799ms | Loss: 1.042 | Acc: 69.740% (7677/11008) 86/391 
 [==============>..................................................]  Step: 136ms | Tot: 11s936ms | Loss: 1.041 | Acc: 69.801% (7773/11136) 87/391 
 [==============>..................................................]  Step: 138ms | Tot: 12s74ms | Loss: 1.040 | Acc: 69.815% (7864/11264) 88/391 
 [==============>..................................................]  Step: 134ms | Tot: 12s208ms | Loss: 1.039 | Acc: 69.777% (7949/11392) 89/391 
 [==============>..................................................]  Step: 141ms | Tot: 12s350ms | Loss: 1.039 | Acc: 69.757% (8036/11520) 90/391 
 [==============>..................................................]  Step: 141ms | Tot: 12s491ms | Loss: 1.041 | Acc: 69.720% (8121/11648) 91/391 
 [===============>.................................................]  Step: 134ms | Tot: 12s625ms | Loss: 1.042 | Acc: 69.667% (8204/11776) 92/391 
 [===============>.................................................]  Step: 141ms | Tot: 12s766ms | Loss: 1.043 | Acc: 69.657% (8292/11904) 93/391 
 [===============>.................................................]  Step: 138ms | Tot: 12s905ms | Loss: 1.044 | Acc: 69.564% (8370/12032) 94/391 
 [===============>.................................................]  Step: 134ms | Tot: 13s40ms | Loss: 1.044 | Acc: 69.548% (8457/12160) 95/391 
 [===============>.................................................]  Step: 140ms | Tot: 13s181ms | Loss: 1.045 | Acc: 69.580% (8550/12288) 96/391 
 [===============>.................................................]  Step: 136ms | Tot: 13s317ms | Loss: 1.044 | Acc: 69.620% (8644/12416) 97/391 
 [================>................................................]  Step: 141ms | Tot: 13s458ms | Loss: 1.044 | Acc: 69.635% (8735/12544) 98/391 
 [================>................................................]  Step: 141ms | Tot: 13s600ms | Loss: 1.044 | Acc: 69.665% (8828/12672) 99/391 
 [================>................................................]  Step: 139ms | Tot: 13s739ms | Loss: 1.044 | Acc: 69.680% (8919/12800) 100/391 
 [================>................................................]  Step: 135ms | Tot: 13s874ms | Loss: 1.044 | Acc: 69.732% (9015/12928) 101/391 
 [================>................................................]  Step: 140ms | Tot: 14s14ms | Loss: 1.045 | Acc: 69.707% (9101/13056) 102/391 
 [================>................................................]  Step: 136ms | Tot: 14s151ms | Loss: 1.047 | Acc: 69.698% (9189/13184) 103/391 
 [=================>...............................................]  Step: 141ms | Tot: 14s292ms | Loss: 1.047 | Acc: 69.697% (9278/13312) 104/391 
 [=================>...............................................]  Step: 141ms | Tot: 14s433ms | Loss: 1.046 | Acc: 69.740% (9373/13440) 105/391 
 [=================>...............................................]  Step: 138ms | Tot: 14s572ms | Loss: 1.044 | Acc: 69.804% (9471/13568) 106/391 
 [=================>...............................................]  Step: 138ms | Tot: 14s711ms | Loss: 1.044 | Acc: 69.787% (9558/13696) 107/391 
 [=================>...............................................]  Step: 131ms | Tot: 14s843ms | Loss: 1.045 | Acc: 69.763% (9644/13824) 108/391 
 [=================>...............................................]  Step: 141ms | Tot: 14s984ms | Loss: 1.046 | Acc: 69.696% (9724/13952) 109/391 
 [==================>..............................................]  Step: 141ms | Tot: 15s126ms | Loss: 1.046 | Acc: 69.695% (9813/14080) 110/391 
 [==================>..............................................]  Step: 141ms | Tot: 15s267ms | Loss: 1.045 | Acc: 69.728% (9907/14208) 111/391 
 [==================>..............................................]  Step: 139ms | Tot: 15s407ms | Loss: 1.044 | Acc: 69.803% (10007/14336) 112/391 
 [==================>..............................................]  Step: 135ms | Tot: 15s542ms | Loss: 1.043 | Acc: 69.829% (10100/14464) 113/391 
 [==================>..............................................]  Step: 132ms | Tot: 15s674ms | Loss: 1.043 | Acc: 69.867% (10195/14592) 114/391 
 [==================>..............................................]  Step: 141ms | Tot: 15s816ms | Loss: 1.044 | Acc: 69.803% (10275/14720) 115/391 
 [===================>.............................................]  Step: 141ms | Tot: 15s957ms | Loss: 1.045 | Acc: 69.747% (10356/14848) 116/391 
 [===================>.............................................]  Step: 141ms | Tot: 16s98ms | Loss: 1.045 | Acc: 69.725% (10442/14976) 117/391 
 [===================>.............................................]  Step: 135ms | Tot: 16s233ms | Loss: 1.046 | Acc: 69.736% (10533/15104) 118/391 
 [===================>.............................................]  Step: 138ms | Tot: 16s372ms | Loss: 1.045 | Acc: 69.754% (10625/15232) 119/391 
 [===================>.............................................]  Step: 134ms | Tot: 16s506ms | Loss: 1.043 | Acc: 69.805% (10722/15360) 120/391 
 [===================>.............................................]  Step: 141ms | Tot: 16s648ms | Loss: 1.045 | Acc: 69.777% (10807/15488) 121/391 
 [====================>............................................]  Step: 141ms | Tot: 16s789ms | Loss: 1.044 | Acc: 69.781% (10897/15616) 122/391 
 [====================>............................................]  Step: 136ms | Tot: 16s925ms | Loss: 1.044 | Acc: 69.722% (10977/15744) 123/391 
 [====================>............................................]  Step: 140ms | Tot: 17s66ms | Loss: 1.043 | Acc: 69.745% (11070/15872) 124/391 
 [====================>............................................]  Step: 140ms | Tot: 17s206ms | Loss: 1.043 | Acc: 69.769% (11163/16000) 125/391 
 [====================>............................................]  Step: 134ms | Tot: 17s340ms | Loss: 1.043 | Acc: 69.823% (11261/16128) 126/391 
 [====================>............................................]  Step: 141ms | Tot: 17s481ms | Loss: 1.043 | Acc: 69.783% (11344/16256) 127/391 
 [=====================>...........................................]  Step: 141ms | Tot: 17s623ms | Loss: 1.042 | Acc: 69.794% (11435/16384) 128/391 
 [=====================>...........................................]  Step: 136ms | Tot: 17s759ms | Loss: 1.043 | Acc: 69.761% (11519/16512) 129/391 
 [=====================>...........................................]  Step: 141ms | Tot: 17s901ms | Loss: 1.043 | Acc: 69.748% (11606/16640) 130/391 
 [=====================>...........................................]  Step: 139ms | Tot: 18s40ms | Loss: 1.045 | Acc: 69.740% (11694/16768) 131/391 
 [=====================>...........................................]  Step: 134ms | Tot: 18s174ms | Loss: 1.046 | Acc: 69.685% (11774/16896) 132/391 
 [=====================>...........................................]  Step: 141ms | Tot: 18s316ms | Loss: 1.047 | Acc: 69.684% (11863/17024) 133/391 
 [======================>..........................................]  Step: 136ms | Tot: 18s452ms | Loss: 1.048 | Acc: 69.689% (11953/17152) 134/391 
 [======================>..........................................]  Step: 141ms | Tot: 18s594ms | Loss: 1.048 | Acc: 69.734% (12050/17280) 135/391 
 [======================>..........................................]  Step: 141ms | Tot: 18s735ms | Loss: 1.048 | Acc: 69.704% (12134/17408) 136/391 
 [======================>..........................................]  Step: 139ms | Tot: 18s874ms | Loss: 1.048 | Acc: 69.674% (12218/17536) 137/391 
 [======================>..........................................]  Step: 135ms | Tot: 19s10ms | Loss: 1.050 | Acc: 69.627% (12299/17664) 138/391 
 [======================>..........................................]  Step: 135ms | Tot: 19s145ms | Loss: 1.049 | Acc: 69.621% (12387/17792) 139/391 
 [=======================>.........................................]  Step: 141ms | Tot: 19s286ms | Loss: 1.050 | Acc: 69.587% (12470/17920) 140/391 
 [=======================>.........................................]  Step: 141ms | Tot: 19s427ms | Loss: 1.051 | Acc: 69.564% (12555/18048) 141/391 
 [=======================>.........................................]  Step: 141ms | Tot: 19s568ms | Loss: 1.052 | Acc: 69.531% (12638/18176) 142/391 
 [=======================>.........................................]  Step: 138ms | Tot: 19s707ms | Loss: 1.052 | Acc: 69.509% (12723/18304) 143/391 
 [=======================>.........................................]  Step: 127ms | Tot: 19s835ms | Loss: 1.053 | Acc: 69.526% (12815/18432) 144/391 
 [=======================>.........................................]  Step: 140ms | Tot: 19s976ms | Loss: 1.050 | Acc: 69.617% (12921/18560) 145/391 
 [========================>........................................]  Step: 141ms | Tot: 20s117ms | Loss: 1.050 | Acc: 69.628% (13012/18688) 146/391 
 [========================>........................................]  Step: 141ms | Tot: 20s258ms | Loss: 1.051 | Acc: 69.600% (13096/18816) 147/391 
 [========================>........................................]  Step: 141ms | Tot: 20s400ms | Loss: 1.051 | Acc: 69.584% (13182/18944) 148/391 
 [========================>........................................]  Step: 135ms | Tot: 20s535ms | Loss: 1.051 | Acc: 69.589% (13272/19072) 149/391 
 [========================>........................................]  Step: 141ms | Tot: 20s676ms | Loss: 1.051 | Acc: 69.562% (13356/19200) 150/391 
 [========================>........................................]  Step: 134ms | Tot: 20s810ms | Loss: 1.050 | Acc: 69.588% (13450/19328) 151/391 
 [=========================>.......................................]  Step: 141ms | Tot: 20s952ms | Loss: 1.048 | Acc: 69.624% (13546/19456) 152/391 
 [=========================>.......................................]  Step: 141ms | Tot: 21s93ms | Loss: 1.048 | Acc: 69.618% (13634/19584) 153/391 
 [=========================>.......................................]  Step: 140ms | Tot: 21s234ms | Loss: 1.048 | Acc: 69.617% (13723/19712) 154/391 
 [=========================>.......................................]  Step: 135ms | Tot: 21s369ms | Loss: 1.048 | Acc: 69.612% (13811/19840) 155/391 
 [=========================>.......................................]  Step: 141ms | Tot: 21s510ms | Loss: 1.049 | Acc: 69.581% (13894/19968) 156/391 
 [=========================>.......................................]  Step: 134ms | Tot: 21s645ms | Loss: 1.050 | Acc: 69.566% (13980/20096) 157/391 
 [==========================>......................................]  Step: 141ms | Tot: 21s786ms | Loss: 1.051 | Acc: 69.521% (14060/20224) 158/391 
 [==========================>......................................]  Step: 141ms | Tot: 21s927ms | Loss: 1.053 | Acc: 69.462% (14137/20352) 159/391 
 [==========================>......................................]  Step: 134ms | Tot: 22s62ms | Loss: 1.052 | Acc: 69.478% (14229/20480) 160/391 
 [==========================>......................................]  Step: 140ms | Tot: 22s202ms | Loss: 1.051 | Acc: 69.497% (14322/20608) 161/391 
 [==========================>......................................]  Step: 140ms | Tot: 22s343ms | Loss: 1.052 | Acc: 69.440% (14399/20736) 162/391 
 [==========================>......................................]  Step: 134ms | Tot: 22s477ms | Loss: 1.051 | Acc: 69.464% (14493/20864) 163/391 
 [===========================>.....................................]  Step: 140ms | Tot: 22s618ms | Loss: 1.051 | Acc: 69.498% (14589/20992) 164/391 
 [===========================>.....................................]  Step: 136ms | Tot: 22s755ms | Loss: 1.051 | Acc: 69.484% (14675/21120) 165/391 
 [===========================>.....................................]  Step: 141ms | Tot: 22s896ms | Loss: 1.051 | Acc: 69.465% (14760/21248) 166/391 
 [===========================>.....................................]  Step: 139ms | Tot: 23s35ms | Loss: 1.052 | Acc: 69.466% (14849/21376) 167/391 
 [===========================>.....................................]  Step: 140ms | Tot: 23s175ms | Loss: 1.053 | Acc: 69.443% (14933/21504) 168/391 
 [===========================>.....................................]  Step: 134ms | Tot: 23s310ms | Loss: 1.054 | Acc: 69.416% (15016/21632) 169/391 
 [============================>....................................]  Step: 135ms | Tot: 23s446ms | Loss: 1.054 | Acc: 69.375% (15096/21760) 170/391 
 [============================>....................................]  Step: 141ms | Tot: 23s587ms | Loss: 1.054 | Acc: 69.412% (15193/21888) 171/391 
 [============================>....................................]  Step: 141ms | Tot: 23s728ms | Loss: 1.054 | Acc: 69.400% (15279/22016) 172/391 
 [============================>....................................]  Step: 141ms | Tot: 23s870ms | Loss: 1.054 | Acc: 69.378% (15363/22144) 173/391 
 [============================>....................................]  Step: 138ms | Tot: 24s8ms | Loss: 1.052 | Acc: 69.423% (15462/22272) 174/391 
 [============================>....................................]  Step: 127ms | Tot: 24s136ms | Loss: 1.052 | Acc: 69.429% (15552/22400) 175/391 
 [=============================>...................................]  Step: 141ms | Tot: 24s278ms | Loss: 1.052 | Acc: 69.407% (15636/22528) 176/391 
 [=============================>...................................]  Step: 141ms | Tot: 24s419ms | Loss: 1.053 | Acc: 69.408% (15725/22656) 177/391 
 [=============================>...................................]  Step: 141ms | Tot: 24s561ms | Loss: 1.052 | Acc: 69.408% (15814/22784) 178/391 
 [=============================>...................................]  Step: 141ms | Tot: 24s702ms | Loss: 1.051 | Acc: 69.448% (15912/22912) 179/391 
 [=============================>...................................]  Step: 134ms | Tot: 24s836ms | Loss: 1.050 | Acc: 69.462% (16004/23040) 180/391 
 [=============================>...................................]  Step: 132ms | Tot: 24s969ms | Loss: 1.050 | Acc: 69.475% (16096/23168) 181/391 
 [==============================>..................................]  Step: 140ms | Tot: 25s109ms | Loss: 1.050 | Acc: 69.480% (16186/23296) 182/391 
 [==============================>..................................]  Step: 141ms | Tot: 25s251ms | Loss: 1.050 | Acc: 69.484% (16276/23424) 183/391 
 [==============================>..................................]  Step: 141ms | Tot: 25s392ms | Loss: 1.050 | Acc: 69.480% (16364/23552) 184/391 
 [==============================>..................................]  Step: 141ms | Tot: 25s533ms | Loss: 1.050 | Acc: 69.476% (16452/23680) 185/391 
 [==============================>..................................]  Step: 134ms | Tot: 25s667ms | Loss: 1.050 | Acc: 69.489% (16544/23808) 186/391 
 [==============================>..................................]  Step: 137ms | Tot: 25s805ms | Loss: 1.050 | Acc: 69.494% (16634/23936) 187/391 
 [===============================>.................................]  Step: 138ms | Tot: 25s943ms | Loss: 1.050 | Acc: 69.502% (16725/24064) 188/391 
 [===============================>.................................]  Step: 141ms | Tot: 26s84ms | Loss: 1.050 | Acc: 69.473% (16807/24192) 189/391 
 [===============================>.................................]  Step: 141ms | Tot: 26s225ms | Loss: 1.050 | Acc: 69.461% (16893/24320) 190/391 
 [===============================>.................................]  Step: 136ms | Tot: 26s362ms | Loss: 1.051 | Acc: 69.441% (16977/24448) 191/391 
 [===============================>.................................]  Step: 139ms | Tot: 26s501ms | Loss: 1.050 | Acc: 69.454% (17069/24576) 192/391 
 [===============================>.................................]  Step: 141ms | Tot: 26s642ms | Loss: 1.051 | Acc: 69.442% (17155/24704) 193/391 
 [================================>................................]  Step: 134ms | Tot: 26s777ms | Loss: 1.052 | Acc: 69.414% (17237/24832) 194/391 
 [================================>................................]  Step: 141ms | Tot: 26s918ms | Loss: 1.052 | Acc: 69.391% (17320/24960) 195/391 
 [================================>................................]  Step: 134ms | Tot: 27s52ms | Loss: 1.052 | Acc: 69.372% (17404/25088) 196/391 
 [================================>................................]  Step: 141ms | Tot: 27s193ms | Loss: 1.052 | Acc: 69.373% (17493/25216) 197/391 
 [================================>................................]  Step: 139ms | Tot: 27s332ms | Loss: 1.052 | Acc: 69.377% (17583/25344) 198/391 
 [================================>................................]  Step: 141ms | Tot: 27s474ms | Loss: 1.054 | Acc: 69.339% (17662/25472) 199/391 
 [=================================>...............................]  Step: 134ms | Tot: 27s608ms | Loss: 1.054 | Acc: 69.336% (17750/25600) 200/391 
 [=================================>...............................]  Step: 136ms | Tot: 27s744ms | Loss: 1.055 | Acc: 69.321% (17835/25728) 201/391 
 [=================================>...............................]  Step: 141ms | Tot: 27s886ms | Loss: 1.056 | Acc: 69.284% (17914/25856) 202/391 
 [=================================>...............................]  Step: 141ms | Tot: 28s27ms | Loss: 1.055 | Acc: 69.320% (18012/25984) 203/391 
 [=================================>...............................]  Step: 140ms | Tot: 28s168ms | Loss: 1.055 | Acc: 69.301% (18096/26112) 204/391 
 [=================================>...............................]  Step: 140ms | Tot: 28s308ms | Loss: 1.054 | Acc: 69.322% (18190/26240) 205/391 
 [==================================>..............................]  Step: 129ms | Tot: 28s438ms | Loss: 1.055 | Acc: 69.319% (18278/26368) 206/391 
 [==================================>..............................]  Step: 141ms | Tot: 28s579ms | Loss: 1.054 | Acc: 69.335% (18371/26496) 207/391 
 [==================================>..............................]  Step: 141ms | Tot: 28s720ms | Loss: 1.055 | Acc: 69.298% (18450/26624) 208/391 
 [==================================>..............................]  Step: 141ms | Tot: 28s862ms | Loss: 1.055 | Acc: 69.307% (18541/26752) 209/391 
 [==================================>..............................]  Step: 139ms | Tot: 29s1ms | Loss: 1.056 | Acc: 69.297% (18627/26880) 210/391 
 [==================================>..............................]  Step: 140ms | Tot: 29s141ms | Loss: 1.056 | Acc: 69.276% (18710/27008) 211/391 
 [===================================>.............................]  Step: 129ms | Tot: 29s271ms | Loss: 1.057 | Acc: 69.262% (18795/27136) 212/391 
 [===================================>.............................]  Step: 141ms | Tot: 29s412ms | Loss: 1.057 | Acc: 69.256% (18882/27264) 213/391 
 [===================================>.............................]  Step: 141ms | Tot: 29s553ms | Loss: 1.056 | Acc: 69.268% (18974/27392) 214/391 
 [===================================>.............................]  Step: 139ms | Tot: 29s693ms | Loss: 1.057 | Acc: 69.244% (19056/27520) 215/391 
 [===================================>.............................]  Step: 92ms | Tot: 29s786ms | Loss: 1.057 | Acc: 69.224% (19139/27648) 216/391 
 [===================================>.............................]  Step: 89ms | Tot: 29s875ms | Loss: 1.058 | Acc: 69.211% (19224/27776) 217/391 
 [====================================>............................]  Step: 92ms | Tot: 29s968ms | Loss: 1.058 | Acc: 69.194% (19308/27904) 218/391 
 [====================================>............................]  Step: 92ms | Tot: 30s60ms | Loss: 1.059 | Acc: 69.203% (19399/28032) 219/391 
 [====================================>............................]  Step: 92ms | Tot: 30s152ms | Loss: 1.059 | Acc: 69.169% (19478/28160) 220/391 
 [====================================>............................]  Step: 92ms | Tot: 30s244ms | Loss: 1.059 | Acc: 69.157% (19563/28288) 221/391 
 [====================================>............................]  Step: 87ms | Tot: 30s332ms | Loss: 1.060 | Acc: 69.141% (19647/28416) 222/391 
 [====================================>............................]  Step: 92ms | Tot: 30s424ms | Loss: 1.060 | Acc: 69.128% (19732/28544) 223/391 
 [=====================================>...........................]  Step: 92ms | Tot: 30s516ms | Loss: 1.061 | Acc: 69.092% (19810/28672) 224/391 
 [=====================================>...........................]  Step: 92ms | Tot: 30s609ms | Loss: 1.061 | Acc: 69.066% (19891/28800) 225/391 
 [=====================================>...........................]  Step: 92ms | Tot: 30s701ms | Loss: 1.060 | Acc: 69.082% (19984/28928) 226/391 
 [=====================================>...........................]  Step: 87ms | Tot: 30s788ms | Loss: 1.060 | Acc: 69.101% (20078/29056) 227/391 
 [=====================================>...........................]  Step: 92ms | Tot: 30s881ms | Loss: 1.060 | Acc: 69.113% (20170/29184) 228/391 
 [=====================================>...........................]  Step: 92ms | Tot: 30s973ms | Loss: 1.060 | Acc: 69.101% (20255/29312) 229/391 
 [======================================>..........................]  Step: 92ms | Tot: 31s65ms | Loss: 1.060 | Acc: 69.083% (20338/29440) 230/391 
 [======================================>..........................]  Step: 92ms | Tot: 31s157ms | Loss: 1.061 | Acc: 69.051% (20417/29568) 231/391 
 [======================================>..........................]  Step: 87ms | Tot: 31s245ms | Loss: 1.061 | Acc: 69.063% (20509/29696) 232/391 
 [======================================>..........................]  Step: 92ms | Tot: 31s338ms | Loss: 1.062 | Acc: 69.048% (20593/29824) 233/391 
 [======================================>..........................]  Step: 92ms | Tot: 31s430ms | Loss: 1.062 | Acc: 69.050% (20682/29952) 234/391 
 [======================================>..........................]  Step: 92ms | Tot: 31s522ms | Loss: 1.062 | Acc: 69.039% (20767/30080) 235/391 
 [=======================================>.........................]  Step: 92ms | Tot: 31s614ms | Loss: 1.063 | Acc: 69.008% (20846/30208) 236/391 
 [=======================================>.........................]  Step: 92ms | Tot: 31s707ms | Loss: 1.063 | Acc: 68.991% (20929/30336) 237/391 
 [=======================================>.........................]  Step: 90ms | Tot: 31s797ms | Loss: 1.063 | Acc: 68.999% (21020/30464) 238/391 
 [=======================================>.........................]  Step: 92ms | Tot: 31s889ms | Loss: 1.063 | Acc: 68.995% (21107/30592) 239/391 
 [=======================================>.........................]  Step: 92ms | Tot: 31s982ms | Loss: 1.063 | Acc: 68.997% (21196/30720) 240/391 
 [=======================================>.........................]  Step: 92ms | Tot: 32s74ms | Loss: 1.063 | Acc: 69.013% (21289/30848) 241/391 
 [========================================>........................]  Step: 92ms | Tot: 32s167ms | Loss: 1.064 | Acc: 68.995% (21372/30976) 242/391 
 [========================================>........................]  Step: 86ms | Tot: 32s253ms | Loss: 1.064 | Acc: 69.004% (21463/31104) 243/391 
 [========================================>........................]  Step: 92ms | Tot: 32s345ms | Loss: 1.064 | Acc: 69.000% (21550/31232) 244/391 
 [========================================>........................]  Step: 92ms | Tot: 32s437ms | Loss: 1.065 | Acc: 68.986% (21634/31360) 245/391 
 [========================================>........................]  Step: 92ms | Tot: 32s530ms | Loss: 1.065 | Acc: 68.982% (21721/31488) 246/391 
 [========================================>........................]  Step: 92ms | Tot: 32s622ms | Loss: 1.066 | Acc: 68.965% (21804/31616) 247/391 
 [=========================================>.......................]  Step: 85ms | Tot: 32s707ms | Loss: 1.065 | Acc: 68.977% (21896/31744) 248/391 
 [=========================================>.......................]  Step: 92ms | Tot: 32s800ms | Loss: 1.067 | Acc: 68.919% (21966/31872) 249/391 
 [=========================================>.......................]  Step: 92ms | Tot: 32s892ms | Loss: 1.068 | Acc: 68.894% (22046/32000) 250/391 
 [=========================================>.......................]  Step: 92ms | Tot: 32s984ms | Loss: 1.068 | Acc: 68.887% (22132/32128) 251/391 
 [=========================================>.......................]  Step: 92ms | Tot: 33s76ms | Loss: 1.068 | Acc: 68.855% (22210/32256) 252/391 
 [=========================================>.......................]  Step: 87ms | Tot: 33s164ms | Loss: 1.068 | Acc: 68.846% (22295/32384) 253/391 
 [==========================================>......................]  Step: 92ms | Tot: 33s257ms | Loss: 1.068 | Acc: 68.848% (22384/32512) 254/391 
 [==========================================>......................]  Step: 92ms | Tot: 33s349ms | Loss: 1.068 | Acc: 68.824% (22464/32640) 255/391 
 [==========================================>......................]  Step: 92ms | Tot: 33s441ms | Loss: 1.069 | Acc: 68.808% (22547/32768) 256/391 
 [==========================================>......................]  Step: 92ms | Tot: 33s533ms | Loss: 1.069 | Acc: 68.805% (22634/32896) 257/391 
 [==========================================>......................]  Step: 87ms | Tot: 33s621ms | Loss: 1.069 | Acc: 68.805% (22722/33024) 258/391 
 [==========================================>......................]  Step: 92ms | Tot: 33s714ms | Loss: 1.069 | Acc: 68.789% (22805/33152) 259/391 
 [===========================================>.....................]  Step: 92ms | Tot: 33s807ms | Loss: 1.069 | Acc: 68.771% (22887/33280) 260/391 
 [===========================================>.....................]  Step: 92ms | Tot: 33s899ms | Loss: 1.069 | Acc: 68.777% (22977/33408) 261/391 
 [===========================================>.....................]  Step: 92ms | Tot: 33s991ms | Loss: 1.069 | Acc: 68.762% (23060/33536) 262/391 
 [===========================================>.....................]  Step: 92ms | Tot: 34s83ms | Loss: 1.068 | Acc: 68.783% (23155/33664) 263/391 
 [===========================================>.....................]  Step: 89ms | Tot: 34s173ms | Loss: 1.069 | Acc: 68.753% (23233/33792) 264/391 
 [===========================================>.....................]  Step: 92ms | Tot: 34s266ms | Loss: 1.070 | Acc: 68.759% (23323/33920) 265/391 
 [============================================>....................]  Step: 92ms | Tot: 34s358ms | Loss: 1.070 | Acc: 68.765% (23413/34048) 266/391 
 [============================================>....................]  Step: 92ms | Tot: 34s450ms | Loss: 1.071 | Acc: 68.732% (23490/34176) 267/391 
 [============================================>....................]  Step: 92ms | Tot: 34s543ms | Loss: 1.072 | Acc: 68.703% (23568/34304) 268/391 
 [============================================>....................]  Step: 87ms | Tot: 34s630ms | Loss: 1.072 | Acc: 68.704% (23656/34432) 269/391 
 [============================================>....................]  Step: 92ms | Tot: 34s723ms | Loss: 1.072 | Acc: 68.721% (23750/34560) 270/391 
 [============================================>....................]  Step: 92ms | Tot: 34s815ms | Loss: 1.072 | Acc: 68.710% (23834/34688) 271/391 
 [=============================================>...................]  Step: 92ms | Tot: 34s908ms | Loss: 1.072 | Acc: 68.704% (23920/34816) 272/391 
 [=============================================>...................]  Step: 92ms | Tot: 35s | Loss: 1.073 | Acc: 68.681% (24000/34944) 273/391 
 [=============================================>...................]  Step: 86ms | Tot: 35s86ms | Loss: 1.073 | Acc: 68.676% (24086/35072) 274/391 
 [=============================================>...................]  Step: 92ms | Tot: 35s178ms | Loss: 1.074 | Acc: 68.673% (24173/35200) 275/391 
 [=============================================>...................]  Step: 92ms | Tot: 35s271ms | Loss: 1.074 | Acc: 68.685% (24265/35328) 276/391 
 [=============================================>...................]  Step: 92ms | Tot: 35s363ms | Loss: 1.073 | Acc: 68.705% (24360/35456) 277/391 
 [==============================================>..................]  Step: 92ms | Tot: 35s456ms | Loss: 1.074 | Acc: 68.697% (24445/35584) 278/391 
 [==============================================>..................]  Step: 87ms | Tot: 35s543ms | Loss: 1.074 | Acc: 68.700% (24534/35712) 279/391 
 [==============================================>..................]  Step: 92ms | Tot: 35s636ms | Loss: 1.074 | Acc: 68.719% (24629/35840) 280/391 
 [==============================================>..................]  Step: 92ms | Tot: 35s728ms | Loss: 1.075 | Acc: 68.692% (24707/35968) 281/391 
 [==============================================>..................]  Step: 92ms | Tot: 35s820ms | Loss: 1.076 | Acc: 68.667% (24786/36096) 282/391 
 [==============================================>..................]  Step: 92ms | Tot: 35s913ms | Loss: 1.076 | Acc: 68.673% (24876/36224) 283/391 
 [===============================================>.................]  Step: 87ms | Tot: 36s | Loss: 1.076 | Acc: 68.676% (24965/36352) 284/391 
 [===============================================>.................]  Step: 92ms | Tot: 36s93ms | Loss: 1.076 | Acc: 68.662% (25048/36480) 285/391 
 [===============================================>.................]  Step: 92ms | Tot: 36s185ms | Loss: 1.076 | Acc: 68.657% (25134/36608) 286/391 
 [===============================================>.................]  Step: 92ms | Tot: 36s278ms | Loss: 1.076 | Acc: 68.666% (25225/36736) 287/391 
 [===============================================>.................]  Step: 92ms | Tot: 36s370ms | Loss: 1.078 | Acc: 68.628% (25299/36864) 288/391 
 [===============================================>.................]  Step: 89ms | Tot: 36s460ms | Loss: 1.079 | Acc: 68.612% (25381/36992) 289/391 
 [================================================>................]  Step: 90ms | Tot: 36s550ms | Loss: 1.079 | Acc: 68.615% (25470/37120) 290/391 
 [================================================>................]  Step: 92ms | Tot: 36s643ms | Loss: 1.078 | Acc: 68.637% (25566/37248) 291/391 
 [================================================>................]  Step: 92ms | Tot: 36s735ms | Loss: 1.079 | Acc: 68.606% (25642/37376) 292/391 
 [================================================>................]  Step: 92ms | Tot: 36s828ms | Loss: 1.079 | Acc: 68.611% (25732/37504) 293/391 
 [================================================>................]  Step: 92ms | Tot: 36s920ms | Loss: 1.079 | Acc: 68.614% (25821/37632) 294/391 
 [================================================>................]  Step: 86ms | Tot: 37s6ms | Loss: 1.079 | Acc: 68.615% (25909/37760) 295/391 
 [=================================================>...............]  Step: 92ms | Tot: 37s99ms | Loss: 1.080 | Acc: 68.592% (25988/37888) 296/391 
 [=================================================>...............]  Step: 92ms | Tot: 37s191ms | Loss: 1.079 | Acc: 68.616% (26085/38016) 297/391 
 [=================================================>...............]  Step: 92ms | Tot: 37s283ms | Loss: 1.080 | Acc: 68.593% (26164/38144) 298/391 
 [=================================================>...............]  Step: 92ms | Tot: 37s376ms | Loss: 1.079 | Acc: 68.583% (26248/38272) 299/391 
 [=================================================>...............]  Step: 85ms | Tot: 37s461ms | Loss: 1.080 | Acc: 68.573% (26332/38400) 300/391 
 [=================================================>...............]  Step: 92ms | Tot: 37s553ms | Loss: 1.080 | Acc: 68.571% (26419/38528) 301/391 
 [==================================================>..............]  Step: 92ms | Tot: 37s646ms | Loss: 1.080 | Acc: 68.584% (26512/38656) 302/391 
 [==================================================>..............]  Step: 92ms | Tot: 37s738ms | Loss: 1.080 | Acc: 68.577% (26597/38784) 303/391 
 [==================================================>..............]  Step: 92ms | Tot: 37s831ms | Loss: 1.080 | Acc: 68.570% (26682/38912) 304/391 
 [==================================================>..............]  Step: 87ms | Tot: 37s918ms | Loss: 1.081 | Acc: 68.560% (26766/39040) 305/391 
 [==================================================>..............]  Step: 92ms | Tot: 38s10ms | Loss: 1.081 | Acc: 68.559% (26853/39168) 306/391 
 [==================================================>..............]  Step: 92ms | Tot: 38s103ms | Loss: 1.081 | Acc: 68.564% (26943/39296) 307/391 
 [===================================================>.............]  Step: 92ms | Tot: 38s195ms | Loss: 1.081 | Acc: 68.565% (27031/39424) 308/391 
 [===================================================>.............]  Step: 92ms | Tot: 38s287ms | Loss: 1.082 | Acc: 68.550% (27113/39552) 309/391 
 [===================================================>.............]  Step: 86ms | Tot: 38s374ms | Loss: 1.082 | Acc: 68.526% (27191/39680) 310/391 
 [===================================================>.............]  Step: 92ms | Tot: 38s466ms | Loss: 1.082 | Acc: 68.499% (27268/39808) 311/391 
 [===================================================>.............]  Step: 92ms | Tot: 38s558ms | Loss: 1.083 | Acc: 68.487% (27351/39936) 312/391 
 [===================================================>.............]  Step: 92ms | Tot: 38s651ms | Loss: 1.083 | Acc: 68.485% (27438/40064) 313/391 
 [====================================================>............]  Step: 92ms | Tot: 38s744ms | Loss: 1.083 | Acc: 68.476% (27522/40192) 314/391 
 [====================================================>............]  Step: 92ms | Tot: 38s836ms | Loss: 1.083 | Acc: 68.475% (27609/40320) 315/391 
 [====================================================>............]  Step: 88ms | Tot: 38s925ms | Loss: 1.082 | Acc: 68.493% (27704/40448) 316/391 
 [====================================================>............]  Step: 92ms | Tot: 39s17ms | Loss: 1.082 | Acc: 68.491% (27791/40576) 317/391 
 [====================================================>............]  Step: 92ms | Tot: 39s109ms | Loss: 1.082 | Acc: 68.482% (27875/40704) 318/391 
 [====================================================>............]  Step: 92ms | Tot: 39s202ms | Loss: 1.082 | Acc: 68.495% (27968/40832) 319/391 
 [=====================================================>...........]  Step: 92ms | Tot: 39s294ms | Loss: 1.082 | Acc: 68.477% (28048/40960) 320/391 
 [=====================================================>...........]  Step: 87ms | Tot: 39s381ms | Loss: 1.082 | Acc: 68.485% (28139/41088) 321/391 
 [=====================================================>...........]  Step: 92ms | Tot: 39s474ms | Loss: 1.082 | Acc: 68.495% (28231/41216) 322/391 
 [=====================================================>...........]  Step: 92ms | Tot: 39s566ms | Loss: 1.082 | Acc: 68.486% (28315/41344) 323/391 
 [=====================================================>...........]  Step: 92ms | Tot: 39s658ms | Loss: 1.082 | Acc: 68.490% (28404/41472) 324/391 
 [=====================================================>...........]  Step: 92ms | Tot: 39s751ms | Loss: 1.082 | Acc: 68.486% (28490/41600) 325/391 
 [======================================================>..........]  Step: 86ms | Tot: 39s837ms | Loss: 1.083 | Acc: 68.467% (28570/41728) 326/391 
 [======================================================>..........]  Step: 92ms | Tot: 39s930ms | Loss: 1.083 | Acc: 68.475% (28661/41856) 327/391 
 [======================================================>..........]  Step: 92ms | Tot: 40s22ms | Loss: 1.083 | Acc: 68.481% (28751/41984) 328/391 
 [======================================================>..........]  Step: 92ms | Tot: 40s114ms | Loss: 1.083 | Acc: 68.494% (28844/42112) 329/391 
 [======================================================>..........]  Step: 92ms | Tot: 40s207ms | Loss: 1.083 | Acc: 68.473% (28923/42240) 330/391 
 [======================================================>..........]  Step: 86ms | Tot: 40s293ms | Loss: 1.083 | Acc: 68.476% (29012/42368) 331/391 
 [=======================================================>.........]  Step: 94ms | Tot: 40s388ms | Loss: 1.084 | Acc: 68.463% (29094/42496) 332/391 
 [=======================================================>.........]  Step: 92ms | Tot: 40s480ms | Loss: 1.083 | Acc: 68.471% (29185/42624) 333/391 
 [=======================================================>.........]  Step: 92ms | Tot: 40s572ms | Loss: 1.084 | Acc: 68.458% (29267/42752) 334/391 
 [=======================================================>.........]  Step: 92ms | Tot: 40s664ms | Loss: 1.084 | Acc: 68.465% (29358/42880) 335/391 
 [=======================================================>.........]  Step: 87ms | Tot: 40s752ms | Loss: 1.084 | Acc: 68.457% (29442/43008) 336/391 
 [=======================================================>.........]  Step: 92ms | Tot: 40s844ms | Loss: 1.084 | Acc: 68.476% (29538/43136) 337/391 
 [========================================================>........]  Step: 92ms | Tot: 40s936ms | Loss: 1.084 | Acc: 68.473% (29624/43264) 338/391 
 [========================================================>........]  Step: 92ms | Tot: 41s29ms | Loss: 1.084 | Acc: 68.487% (29718/43392) 339/391 
 [========================================================>........]  Step: 92ms | Tot: 41s121ms | Loss: 1.083 | Acc: 68.490% (29807/43520) 340/391 
 [========================================================>........]  Step: 91ms | Tot: 41s212ms | Loss: 1.084 | Acc: 68.477% (29889/43648) 341/391 
 [========================================================>........]  Step: 90ms | Tot: 41s303ms | Loss: 1.083 | Acc: 68.494% (29984/43776) 342/391 
 [========================================================>........]  Step: 92ms | Tot: 41s395ms | Loss: 1.083 | Acc: 68.504% (30076/43904) 343/391 
 [=========================================================>.......]  Step: 92ms | Tot: 41s488ms | Loss: 1.084 | Acc: 68.500% (30162/44032) 344/391 
 [=========================================================>.......]  Step: 92ms | Tot: 41s580ms | Loss: 1.083 | Acc: 68.514% (30256/44160) 345/391 
 [=========================================================>.......]  Step: 92ms | Tot: 41s672ms | Loss: 1.083 | Acc: 68.515% (30344/44288) 346/391 
 [=========================================================>.......]  Step: 86ms | Tot: 41s758ms | Loss: 1.083 | Acc: 68.525% (30436/44416) 347/391 
 [=========================================================>.......]  Step: 92ms | Tot: 41s850ms | Loss: 1.084 | Acc: 68.510% (30517/44544) 348/391 
 [=========================================================>.......]  Step: 92ms | Tot: 41s943ms | Loss: 1.084 | Acc: 68.504% (30602/44672) 349/391 
 [==========================================================>......]  Step: 92ms | Tot: 42s35ms | Loss: 1.084 | Acc: 68.504% (30690/44800) 350/391 
 [==========================================================>......]  Step: 92ms | Tot: 42s127ms | Loss: 1.085 | Acc: 68.483% (30768/44928) 351/391 
 [==========================================================>......]  Step: 85ms | Tot: 42s213ms | Loss: 1.084 | Acc: 68.499% (30863/45056) 352/391 
 [==========================================================>......]  Step: 92ms | Tot: 42s305ms | Loss: 1.085 | Acc: 68.484% (30944/45184) 353/391 
 [==========================================================>......]  Step: 92ms | Tot: 42s397ms | Loss: 1.085 | Acc: 68.463% (31022/45312) 354/391 
 [==========================================================>......]  Step: 92ms | Tot: 42s490ms | Loss: 1.086 | Acc: 68.449% (31103/45440) 355/391 
 [===========================================================>.....]  Step: 92ms | Tot: 42s582ms | Loss: 1.086 | Acc: 68.432% (31183/45568) 356/391 
 [===========================================================>.....]  Step: 87ms | Tot: 42s669ms | Loss: 1.086 | Acc: 68.430% (31270/45696) 357/391 
 [===========================================================>.....]  Step: 92ms | Tot: 42s762ms | Loss: 1.087 | Acc: 68.416% (31351/45824) 358/391 
 [===========================================================>.....]  Step: 92ms | Tot: 42s854ms | Loss: 1.087 | Acc: 68.406% (31434/45952) 359/391 
 [===========================================================>.....]  Step: 92ms | Tot: 42s946ms | Loss: 1.087 | Acc: 68.414% (31525/46080) 360/391 
 [===========================================================>.....]  Step: 92ms | Tot: 43s39ms | Loss: 1.088 | Acc: 68.410% (31611/46208) 361/391 
 [============================================================>....]  Step: 86ms | Tot: 43s125ms | Loss: 1.088 | Acc: 68.400% (31694/46336) 362/391 
 [============================================================>....]  Step: 92ms | Tot: 43s218ms | Loss: 1.088 | Acc: 68.393% (31778/46464) 363/391 
 [============================================================>....]  Step: 92ms | Tot: 43s310ms | Loss: 1.088 | Acc: 68.407% (31872/46592) 364/391 
 [============================================================>....]  Step: 92ms | Tot: 43s402ms | Loss: 1.088 | Acc: 68.401% (31957/46720) 365/391 
 [============================================================>....]  Step: 92ms | Tot: 43s494ms | Loss: 1.088 | Acc: 68.406% (32047/46848) 366/391 
 [============================================================>....]  Step: 92ms | Tot: 43s587ms | Loss: 1.088 | Acc: 68.409% (32136/46976) 367/391 
 [=============================================================>...]  Step: 88ms | Tot: 43s675ms | Loss: 1.089 | Acc: 68.410% (32224/47104) 368/391 
 [=============================================================>...]  Step: 92ms | Tot: 43s767ms | Loss: 1.088 | Acc: 68.430% (32321/47232) 369/391 
 [=============================================================>...]  Step: 93ms | Tot: 43s860ms | Loss: 1.088 | Acc: 68.429% (32408/47360) 370/391 
 [=============================================================>...]  Step: 92ms | Tot: 43s953ms | Loss: 1.089 | Acc: 68.417% (32490/47488) 371/391 
 [=============================================================>...]  Step: 92ms | Tot: 44s46ms | Loss: 1.089 | Acc: 68.410% (32574/47616) 372/391 
 [=============================================================>...]  Step: 86ms | Tot: 44s132ms | Loss: 1.089 | Acc: 68.415% (32664/47744) 373/391 
 [==============================================================>..]  Step: 92ms | Tot: 44s225ms | Loss: 1.089 | Acc: 68.401% (32745/47872) 374/391 
 [==============================================================>..]  Step: 92ms | Tot: 44s317ms | Loss: 1.089 | Acc: 68.388% (32826/48000) 375/391 
 [==============================================================>..]  Step: 92ms | Tot: 44s409ms | Loss: 1.090 | Acc: 68.378% (32909/48128) 376/391 
 [==============================================================>..]  Step: 93ms | Tot: 44s503ms | Loss: 1.089 | Acc: 68.396% (33005/48256) 377/391 
 [==============================================================>..]  Step: 89ms | Tot: 44s593ms | Loss: 1.090 | Acc: 68.366% (33078/48384) 378/391 
 [==============================================================>..]  Step: 94ms | Tot: 44s688ms | Loss: 1.090 | Acc: 68.365% (33165/48512) 379/391 
 [===============================================================>.]  Step: 94ms | Tot: 44s782ms | Loss: 1.091 | Acc: 68.349% (33245/48640) 380/391 
 [===============================================================>.]  Step: 94ms | Tot: 44s876ms | Loss: 1.092 | Acc: 68.336% (33326/48768) 381/391 
 [===============================================================>.]  Step: 94ms | Tot: 44s970ms | Loss: 1.092 | Acc: 68.327% (33409/48896) 382/391 
 [===============================================================>.]  Step: 88ms | Tot: 45s59ms | Loss: 1.092 | Acc: 68.344% (33505/49024) 383/391 
 [===============================================================>.]  Step: 94ms | Tot: 45s154ms | Loss: 1.092 | Acc: 68.343% (33592/49152) 384/391 
 [===============================================================>.]  Step: 93ms | Tot: 45s248ms | Loss: 1.092 | Acc: 68.338% (33677/49280) 385/391 
 [================================================================>]  Step: 94ms | Tot: 45s342ms | Loss: 1.092 | Acc: 68.351% (33771/49408) 386/391 
 [================================================================>]  Step: 96ms | Tot: 45s438ms | Loss: 1.092 | Acc: 68.334% (33850/49536) 387/391 
 [================================================================>]  Step: 88ms | Tot: 45s527ms | Loss: 1.092 | Acc: 68.341% (33941/49664) 388/391 
 [================================================================>]  Step: 94ms | Tot: 45s622ms | Loss: 1.092 | Acc: 68.348% (34032/49792) 389/391 
 [================================================================>]  Step: 94ms | Tot: 45s716ms | Loss: 1.092 | Acc: 68.339% (34115/49920) 390/391 
 [================================================================>]  Step: 68ms | Tot: 45s785ms | Loss: 1.093 | Acc: 68.332% (34166/50000) 391/391 
 [>................................................................]  Step: 171ms | Tot: 0ms | Loss: 1.474 | Acc: 61.000% (61/100)    1/100 
 [>................................................................]  Step: 29ms | Tot: 29ms | Loss: 1.584 | Acc: 57.000% (114/200)   2/100 
 [=>...............................................................]  Step: 26ms | Tot: 56ms | Loss: 1.478 | Acc: 59.000% (177/300)   3/100 
 [=>...............................................................]  Step: 26ms | Tot: 82ms | Loss: 1.529 | Acc: 57.750% (231/400)   4/100 
 [==>..............................................................]  Step: 26ms | Tot: 109ms | Loss: 1.590 | Acc: 56.400% (282/500)  5/100 
 [===>.............................................................]  Step: 26ms | Tot: 135ms | Loss: 1.694 | Acc: 54.667% (328/600)  6/100 
 [===>.............................................................]  Step: 26ms | Tot: 161ms | Loss: 1.650 | Acc: 56.571% (396/700)  7/100 
 [====>............................................................]  Step: 26ms | Tot: 187ms | Loss: 1.584 | Acc: 57.875% (463/800)  8/100 
 [=====>...........................................................]  Step: 26ms | Tot: 214ms | Loss: 1.615 | Acc: 57.889% (521/900)  9/100 
 [=====>...........................................................]  Step: 26ms | Tot: 240ms | Loss: 1.594 | Acc: 57.900% (579/1000) 10/100 
 [======>..........................................................]  Step: 26ms | Tot: 267ms | Loss: 1.600 | Acc: 58.182% (640/1100) 11/100 
 [=======>.........................................................]  Step: 26ms | Tot: 293ms | Loss: 1.603 | Acc: 57.833% (694/1200) 12/100 
 [=======>.........................................................]  Step: 26ms | Tot: 320ms | Loss: 1.599 | Acc: 58.231% (757/1300) 13/100 
 [========>........................................................]  Step: 26ms | Tot: 346ms | Loss: 1.589 | Acc: 58.000% (812/1400) 14/100 
 [=========>.......................................................]  Step: 22ms | Tot: 368ms | Loss: 1.574 | Acc: 58.200% (873/1500) 15/100 
 [=========>.......................................................]  Step: 26ms | Tot: 395ms | Loss: 1.595 | Acc: 57.875% (926/1600) 16/100 
 [==========>......................................................]  Step: 26ms | Tot: 422ms | Loss: 1.592 | Acc: 57.824% (983/1700) 17/100 
 [===========>.....................................................]  Step: 26ms | Tot: 449ms | Loss: 1.613 | Acc: 57.444% (1034/1800) 18/100 
 [===========>.....................................................]  Step: 26ms | Tot: 475ms | Loss: 1.621 | Acc: 57.421% (1091/1900) 19/100 
 [============>....................................................]  Step: 26ms | Tot: 502ms | Loss: 1.612 | Acc: 57.700% (1154/2000) 20/100 
 [=============>...................................................]  Step: 26ms | Tot: 528ms | Loss: 1.619 | Acc: 57.524% (1208/2100) 21/100 
 [=============>...................................................]  Step: 26ms | Tot: 555ms | Loss: 1.630 | Acc: 57.409% (1263/2200) 22/100 
 [==============>..................................................]  Step: 26ms | Tot: 581ms | Loss: 1.629 | Acc: 57.609% (1325/2300) 23/100 
 [==============>..................................................]  Step: 26ms | Tot: 608ms | Loss: 1.639 | Acc: 57.375% (1377/2400) 24/100 
 [===============>.................................................]  Step: 26ms | Tot: 634ms | Loss: 1.634 | Acc: 57.320% (1433/2500) 25/100 
 [================>................................................]  Step: 26ms | Tot: 660ms | Loss: 1.640 | Acc: 57.115% (1485/2600) 26/100 
 [================>................................................]  Step: 26ms | Tot: 687ms | Loss: 1.647 | Acc: 56.852% (1535/2700) 27/100 
 [=================>...............................................]  Step: 26ms | Tot: 714ms | Loss: 1.647 | Acc: 56.679% (1587/2800) 28/100 
 [==================>..............................................]  Step: 26ms | Tot: 740ms | Loss: 1.649 | Acc: 56.586% (1641/2900) 29/100 
 [==================>..............................................]  Step: 26ms | Tot: 767ms | Loss: 1.646 | Acc: 56.700% (1701/3000) 30/100 
 [===================>.............................................]  Step: 18ms | Tot: 785ms | Loss: 1.657 | Acc: 56.548% (1753/3100) 31/100 
 [====================>............................................]  Step: 27ms | Tot: 812ms | Loss: 1.646 | Acc: 56.656% (1813/3200) 32/100 
 [====================>............................................]  Step: 26ms | Tot: 839ms | Loss: 1.653 | Acc: 56.606% (1868/3300) 33/100 
 [=====================>...........................................]  Step: 26ms | Tot: 865ms | Loss: 1.656 | Acc: 56.529% (1922/3400) 34/100 
 [======================>..........................................]  Step: 26ms | Tot: 892ms | Loss: 1.653 | Acc: 56.514% (1978/3500) 35/100 
 [======================>..........................................]  Step: 26ms | Tot: 918ms | Loss: 1.662 | Acc: 56.389% (2030/3600) 36/100 
 [=======================>.........................................]  Step: 26ms | Tot: 945ms | Loss: 1.668 | Acc: 56.297% (2083/3700) 37/100 
 [========================>........................................]  Step: 26ms | Tot: 971ms | Loss: 1.661 | Acc: 56.421% (2144/3800) 38/100 
 [========================>........................................]  Step: 26ms | Tot: 998ms | Loss: 1.663 | Acc: 56.385% (2199/3900) 39/100 
 [=========================>.......................................]  Step: 26ms | Tot: 1s24ms | Loss: 1.654 | Acc: 56.575% (2263/4000) 40/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s51ms | Loss: 1.655 | Acc: 56.463% (2315/4100) 41/100 
 [==========================>......................................]  Step: 26ms | Tot: 1s77ms | Loss: 1.652 | Acc: 56.548% (2375/4200) 42/100 
 [===========================>.....................................]  Step: 26ms | Tot: 1s104ms | Loss: 1.653 | Acc: 56.605% (2434/4300) 43/100 
 [===========================>.....................................]  Step: 26ms | Tot: 1s130ms | Loss: 1.657 | Acc: 56.500% (2486/4400) 44/100 
 [============================>....................................]  Step: 26ms | Tot: 1s157ms | Loss: 1.656 | Acc: 56.578% (2546/4500) 45/100 
 [=============================>...................................]  Step: 26ms | Tot: 1s183ms | Loss: 1.656 | Acc: 56.522% (2600/4600) 46/100 
 [=============================>...................................]  Step: 26ms | Tot: 1s209ms | Loss: 1.659 | Acc: 56.489% (2655/4700) 47/100 
 [==============================>..................................]  Step: 23ms | Tot: 1s233ms | Loss: 1.666 | Acc: 56.417% (2708/4800) 48/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s260ms | Loss: 1.670 | Acc: 56.245% (2756/4900) 49/100 
 [===============================>.................................]  Step: 26ms | Tot: 1s286ms | Loss: 1.673 | Acc: 56.140% (2807/5000) 50/100 
 [================================>................................]  Step: 25ms | Tot: 1s312ms | Loss: 1.670 | Acc: 56.275% (2870/5100) 51/100 
 [=================================>...............................]  Step: 25ms | Tot: 1s338ms | Loss: 1.666 | Acc: 56.327% (2929/5200) 52/100 
 [=================================>...............................]  Step: 36ms | Tot: 1s374ms | Loss: 1.669 | Acc: 56.264% (2982/5300) 53/100 
 [==================================>..............................]  Step: 27ms | Tot: 1s402ms | Loss: 1.670 | Acc: 56.241% (3037/5400) 54/100 
 [===================================>.............................]  Step: 25ms | Tot: 1s428ms | Loss: 1.676 | Acc: 56.073% (3084/5500) 55/100 
 [===================================>.............................]  Step: 26ms | Tot: 1s454ms | Loss: 1.673 | Acc: 56.089% (3141/5600) 56/100 
 [====================================>............................]  Step: 26ms | Tot: 1s480ms | Loss: 1.668 | Acc: 56.140% (3200/5700) 57/100 
 [=====================================>...........................]  Step: 26ms | Tot: 1s506ms | Loss: 1.668 | Acc: 56.155% (3257/5800) 58/100 
 [=====================================>...........................]  Step: 25ms | Tot: 1s532ms | Loss: 1.670 | Acc: 56.186% (3315/5900) 59/100 
 [======================================>..........................]  Step: 26ms | Tot: 1s559ms | Loss: 1.673 | Acc: 56.100% (3366/6000) 60/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s585ms | Loss: 1.677 | Acc: 56.016% (3417/6100) 61/100 
 [=======================================>.........................]  Step: 26ms | Tot: 1s611ms | Loss: 1.678 | Acc: 55.968% (3470/6200) 62/100 
 [========================================>........................]  Step: 20ms | Tot: 1s632ms | Loss: 1.677 | Acc: 55.968% (3526/6300) 63/100 
 [========================================>........................]  Step: 26ms | Tot: 1s658ms | Loss: 1.675 | Acc: 55.984% (3583/6400) 64/100 
 [=========================================>.......................]  Step: 26ms | Tot: 1s685ms | Loss: 1.677 | Acc: 56.015% (3641/6500) 65/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s711ms | Loss: 1.682 | Acc: 55.909% (3690/6600) 66/100 
 [==========================================>......................]  Step: 26ms | Tot: 1s738ms | Loss: 1.680 | Acc: 55.955% (3749/6700) 67/100 
 [===========================================>.....................]  Step: 26ms | Tot: 1s764ms | Loss: 1.682 | Acc: 55.897% (3801/6800) 68/100 
 [============================================>....................]  Step: 26ms | Tot: 1s790ms | Loss: 1.680 | Acc: 55.957% (3861/6900) 69/100 
 [============================================>....................]  Step: 26ms | Tot: 1s817ms | Loss: 1.683 | Acc: 55.843% (3909/7000) 70/100 
 [=============================================>...................]  Step: 26ms | Tot: 1s843ms | Loss: 1.685 | Acc: 55.775% (3960/7100) 71/100 
 [==============================================>..................]  Step: 26ms | Tot: 1s870ms | Loss: 1.686 | Acc: 55.764% (4015/7200) 72/100 
 [==============================================>..................]  Step: 26ms | Tot: 1s896ms | Loss: 1.687 | Acc: 55.808% (4074/7300) 73/100 
 [===============================================>.................]  Step: 26ms | Tot: 1s922ms | Loss: 1.685 | Acc: 55.811% (4130/7400) 74/100 
 [================================================>................]  Step: 26ms | Tot: 1s948ms | Loss: 1.687 | Acc: 55.760% (4182/7500) 75/100 
 [================================================>................]  Step: 26ms | Tot: 1s974ms | Loss: 1.687 | Acc: 55.724% (4235/7600) 76/100 
 [=================================================>...............]  Step: 26ms | Tot: 2s1ms | Loss: 1.691 | Acc: 55.597% (4281/7700) 77/100 
 [==================================================>..............]  Step: 26ms | Tot: 2s27ms | Loss: 1.697 | Acc: 55.590% (4336/7800) 78/100 
 [==================================================>..............]  Step: 21ms | Tot: 2s48ms | Loss: 1.698 | Acc: 55.570% (4390/7900) 79/100 
 [===================================================>.............]  Step: 28ms | Tot: 2s77ms | Loss: 1.699 | Acc: 55.575% (4446/8000) 80/100 
 [====================================================>............]  Step: 26ms | Tot: 2s103ms | Loss: 1.700 | Acc: 55.593% (4503/8100) 81/100 
 [====================================================>............]  Step: 26ms | Tot: 2s129ms | Loss: 1.699 | Acc: 55.634% (4562/8200) 82/100 
 [=====================================================>...........]  Step: 26ms | Tot: 2s156ms | Loss: 1.697 | Acc: 55.711% (4624/8300) 83/100 
 [=====================================================>...........]  Step: 26ms | Tot: 2s182ms | Loss: 1.698 | Acc: 55.774% (4685/8400) 84/100 
 [======================================================>..........]  Step: 26ms | Tot: 2s209ms | Loss: 1.695 | Acc: 55.812% (4744/8500) 85/100 
 [=======================================================>.........]  Step: 26ms | Tot: 2s235ms | Loss: 1.689 | Acc: 55.988% (4815/8600) 86/100 
 [=======================================================>.........]  Step: 26ms | Tot: 2s262ms | Loss: 1.691 | Acc: 55.943% (4867/8700) 87/100 
 [========================================================>........]  Step: 26ms | Tot: 2s288ms | Loss: 1.687 | Acc: 56.045% (4932/8800) 88/100 
 [=========================================================>.......]  Step: 26ms | Tot: 2s315ms | Loss: 1.688 | Acc: 55.933% (4978/8900) 89/100 
 [=========================================================>.......]  Step: 26ms | Tot: 2s341ms | Loss: 1.687 | Acc: 55.911% (5032/9000) 90/100 
 [==========================================================>......]  Step: 26ms | Tot: 2s367ms | Loss: 1.690 | Acc: 55.835% (5081/9100) 91/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s394ms | Loss: 1.689 | Acc: 55.859% (5139/9200) 92/100 
 [===========================================================>.....]  Step: 26ms | Tot: 2s420ms | Loss: 1.689 | Acc: 55.882% (5197/9300) 93/100 
 [============================================================>....]  Step: 26ms | Tot: 2s446ms | Loss: 1.687 | Acc: 55.904% (5255/9400) 94/100 
 [=============================================================>...]  Step: 26ms | Tot: 2s472ms | Loss: 1.689 | Acc: 55.926% (5313/9500) 95/100 
 [=============================================================>...]  Step: 23ms | Tot: 2s496ms | Loss: 1.687 | Acc: 55.958% (5372/9600) 96/100 
 [==============================================================>..]  Step: 26ms | Tot: 2s523ms | Loss: 1.684 | Acc: 55.979% (5430/9700) 97/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s549ms | Loss: 1.684 | Acc: 56.031% (5491/9800) 98/100 
 [===============================================================>.]  Step: 26ms | Tot: 2s575ms | Loss: 1.685 | Acc: 56.051% (5549/9900) 99/100 
 [================================================================>]  Step: 26ms | Tot: 2s602ms | Loss: 1.682 | Acc: 56.090% (5609/10000) 100/100 

Epoch: 28
 [>................................................................]  Step: 273ms | Tot: 0ms | Loss: 1.148 | Acc: 68.750% (88/128)    1/391 
 [>................................................................]  Step: 94ms | Tot: 94ms | Loss: 1.037 | Acc: 71.484% (183/256)   2/391 
 [>................................................................]  Step: 94ms | Tot: 188ms | Loss: 1.007 | Acc: 72.656% (279/384)  3/391 
 [>................................................................]  Step: 94ms | Tot: 283ms | Loss: 1.001 | Acc: 71.875% (368/512)  4/391 
 [>................................................................]  Step: 94ms | Tot: 377ms | Loss: 1.000 | Acc: 71.562% (458/640)  5/391 
 [>................................................................]  Step: 85ms | Tot: 462ms | Loss: 1.030 | Acc: 70.703% (543/768)  6/391 
 [>................................................................]  Step: 94ms | Tot: 556ms | Loss: 1.000 | Acc: 71.429% (640/896)  7/391 
 [=>...............................................................]  Step: 94ms | Tot: 651ms | Loss: 0.975 | Acc: 71.973% (737/1024) 8/391 
 [=>...............................................................]  Step: 93ms | Tot: 745ms | Loss: 0.968 | Acc: 71.615% (825/1152) 9/391 
 [=>...............................................................]  Step: 94ms | Tot: 839ms | Loss: 0.971 | Acc: 71.406% (914/1280) 10/391 
 [=>...............................................................]  Step: 88ms | Tot: 927ms | Loss: 0.973 | Acc: 71.165% (1002/1408) 11/391 
 [=>...............................................................]  Step: 94ms | Tot: 1s21ms | Loss: 0.978 | Acc: 70.964% (1090/1536) 12/391 
 [=>...............................................................]  Step: 93ms | Tot: 1s115ms | Loss: 0.980 | Acc: 70.853% (1179/1664) 13/391 
 [==>..............................................................]  Step: 94ms | Tot: 1s209ms | Loss: 0.984 | Acc: 70.703% (1267/1792) 14/391 
 [==>..............................................................]  Step: 93ms | Tot: 1s303ms | Loss: 0.977 | Acc: 70.781% (1359/1920) 15/391 
 [==>..............................................................]  Step: 88ms | Tot: 1s391ms | Loss: 0.980 | Acc: 70.703% (1448/2048) 16/391 
 [==>..............................................................]  Step: 96ms | Tot: 1s488ms | Loss: 0.979 | Acc: 70.634% (1537/2176) 17/391 
 [==>..............................................................]  Step: 94ms | Tot: 1s582ms | Loss: 0.987 | Acc: 70.443% (1623/2304) 18/391 
 [==>..............................................................]  Step: 93ms | Tot: 1s676ms | Loss: 0.988 | Acc: 70.354% (1711/2432) 19/391 
 [===>.............................................................]  Step: 94ms | Tot: 1s770ms | Loss: 0.986 | Acc: 70.430% (1803/2560) 20/391 
 [===>.............................................................]  Step: 89ms | Tot: 1s860ms | Loss: 0.990 | Acc: 70.536% (1896/2688) 21/391 
 [===>.............................................................]  Step: 93ms | Tot: 1s954ms | Loss: 0.986 | Acc: 70.632% (1989/2816) 22/391 
 [===>.............................................................]  Step: 94ms | Tot: 2s48ms | Loss: 0.987 | Acc: 70.720% (2082/2944) 23/391 
 [===>.............................................................]  Step: 93ms | Tot: 2s141ms | Loss: 0.980 | Acc: 70.866% (2177/3072) 24/391 
 [===>.............................................................]  Step: 96ms | Tot: 2s238ms | Loss: 0.979 | Acc: 71.000% (2272/3200) 25/391 
 [====>............................................................]  Step: 88ms | Tot: 2s327ms | Loss: 0.978 | Acc: 71.034% (2364/3328) 26/391 
 [====>............................................................]  Step: 94ms | Tot: 2s422ms | Loss: 0.981 | Acc: 71.181% (2460/3456) 27/391 
 [====>............................................................]  Step: 94ms | Tot: 2s517ms | Loss: 0.974 | Acc: 71.317% (2556/3584) 28/391 
 [====>............................................................]  Step: 94ms | Tot: 2s611ms | Loss: 0.980 | Acc: 71.040% (2637/3712) 29/391 
 [====>............................................................]  Step: 94ms | Tot: 2s705ms | Loss: 0.984 | Acc: 70.859% (2721/3840) 30/391 
 [====>............................................................]  Step: 94ms | Tot: 2s799ms | Loss: 0.981 | Acc: 70.943% (2815/3968) 31/391 
 [=====>...........................................................]  Step: 89ms | Tot: 2s889ms | Loss: 0.979 | Acc: 70.996% (2908/4096) 32/391 
 [=====>...........................................................]  Step: 94ms | Tot: 2s983ms | Loss: 0.975 | Acc: 71.117% (3004/4224) 33/391 
 [=====>...........................................................]  Step: 94ms | Tot: 3s77ms | Loss: 0.974 | Acc: 71.048% (3092/4352) 34/391 
 [=====>...........................................................]  Step: 94ms | Tot: 3s171ms | Loss: 0.972 | Acc: 71.116% (3186/4480) 35/391 
 [=====>...........................................................]  Step: 94ms | Tot: 3s266ms | Loss: 0.968 | Acc: 71.224% (3282/4608) 36/391 
 [=====>...........................................................]  Step: 88ms | Tot: 3s354ms | Loss: 0.973 | Acc: 71.199% (3372/4736) 37/391 
 [======>..........................................................]  Step: 94ms | Tot: 3s448ms | Loss: 0.971 | Acc: 71.217% (3464/4864) 38/391 
 [======>..........................................................]  Step: 95ms | Tot: 3s544ms | Loss: 0.969 | Acc: 71.294% (3559/4992) 39/391 
 [======>..........................................................]  Step: 94ms | Tot: 3s639ms | Loss: 0.967 | Acc: 71.348% (3653/5120) 40/391 
 [======>..........................................................]  Step: 101ms | Tot: 3s741ms | Loss: 0.971 | Acc: 71.208% (3737/5248) 41/391 
 [======>..........................................................]  Step: 109ms | Tot: 3s850ms | Loss: 0.970 | Acc: 71.261% (3831/5376) 42/391 
 [======>..........................................................]  Step: 107ms | Tot: 3s958ms | Loss: 0.973 | Acc: 71.148% (3916/5504) 43/391 
 [=======>.........................................................]  Step: 104ms | Tot: 4s62ms | Loss: 0.975 | Acc: 71.023% (4000/5632) 44/391 
 [=======>.........................................................]  Step: 102ms | Tot: 4s165ms | Loss: 0.977 | Acc: 70.903% (4084/5760) 45/391 
 [=======>.........................................................]  Step: 112ms | Tot: 4s277ms | Loss: 0.972 | Acc: 70.924% (4176/5888) 46/391 
 [=======>.........................................................]  Step: 95ms | Tot: 4s373ms | Loss: 0.970 | Acc: 70.944% (4268/6016) 47/391 
 [=======>.........................................................]  Step: 103ms | Tot: 4s476ms | Loss: 0.968 | Acc: 70.980% (4361/6144) 48/391 
 [=======>.........................................................]  Step: 123ms | Tot: 4s599ms | Loss: 0.969 | Acc: 71.046% (4456/6272) 49/391 
 [========>........................................................]  Step: 118ms | Tot: 4s717ms | Loss: 0.970 | Acc: 71.062% (4548/6400) 50/391 
 [========>........................................................]  Step: 107ms | Tot: 4s825ms | Loss: 0.974 | Acc: 71.063% (4639/6528) 51/391 
 [========>........................................................]  Step: 109ms | Tot: 4s934ms | Loss: 0.977 | Acc: 70.974% (4724/6656) 52/391 
 [========>........................................................]  Step: 113ms | Tot: 5s48ms | Loss: 0.973 | Acc: 71.167% (4828/6784) 53/391 
 [========>........................................................]  Step: 111ms | Tot: 5s160ms | Loss: 0.975 | Acc: 71.036% (4910/6912) 54/391 
 [========>........................................................]  Step: 135ms | Tot: 5s295ms | Loss: 0.977 | Acc: 70.923% (4993/7040) 55/391 
 [=========>.......................................................]  Step: 133ms | Tot: 5s428ms | Loss: 0.979 | Acc: 70.829% (5077/7168) 56/391 
 [=========>.......................................................]  Step: 126ms | Tot: 5s554ms | Loss: 0.979 | Acc: 70.806% (5166/7296) 57/391 
 [=========>.......................................................]  Step: 102ms | Tot: 5s657ms | Loss: 0.980 | Acc: 70.784% (5255/7424) 58/391 
 [=========>.......................................................]  Step: 116ms | Tot: 5s773ms | Loss: 0.979 | Acc: 70.736% (5342/7552) 59/391 
 [=========>.......................................................]  Step: 123ms | Tot: 5s897ms | Loss: 0.979 | Acc: 70.807% (5438/7680) 60/391 
 [=========>.......................................................]  Step: 113ms | Tot: 6s11ms | Loss: 0.981 | Acc: 70.825% (5530/7808) 61/391 
 [==========>......................................................]  Step: 115ms | Tot: 6s126ms | Loss: 0.982 | Acc: 70.829% (5621/7936) 62/391 
 [==========>......................................................]  Step: 125ms | Tot: 6s251ms | Loss: 0.980 | Acc: 70.883% (5716/8064) 63/391 
 [==========>......................................................]  Step: 135ms | Tot: 6s387ms | Loss: 0.980 | Acc: 70.898% (5808/8192) 64/391 
 [==========>......................................................]  Step: 138ms | Tot: 6s525ms | Loss: 0.981 | Acc: 70.865% (5896/8320) 65/391 
 [==========>......................................................]  Step: 120ms | Tot: 6s645ms | Loss: 0.981 | Acc: 70.845% (5985/8448) 66/391 
 [==========>......................................................]  Step: 108ms | Tot: 6s754ms | Loss: 0.981 | Acc: 70.884% (6079/8576) 67/391 
 [===========>.....................................................]  Step: 127ms | Tot: 6s881ms | Loss: 0.979 | Acc: 70.898% (6171/8704) 68/391 
 [===========>.....................................................]  Step: 141ms | Tot: 7s23ms | Loss: 0.980 | Acc: 70.856% (6258/8832) 69/391 
 [===========>.....................................................]  Step: 141ms | Tot: 7s164ms | Loss: 0.980 | Acc: 70.882% (6351/8960) 70/391 
 [===========>.....................................................]  Step: 139ms | Tot: 7s303ms | Loss: 0.979 | Acc: 70.918% (6445/9088) 71/391 
 [===========>.....................................................]  Step: 100ms | Tot: 7s404ms | Loss: 0.980 | Acc: 70.888% (6533/9216) 72/391 
 [===========>.....................................................]  Step: 88ms | Tot: 7s493ms | Loss: 0.982 | Acc: 70.826% (6618/9344) 73/391 
 [============>....................................................]  Step: 94ms | Tot: 7s587ms | Loss: 0.984 | Acc: 70.819% (6708/9472) 74/391 
 [============>....................................................]  Step: 94ms | Tot: 7s682ms | Loss: 0.983 | Acc: 70.812% (6798/9600) 75/391 
 [============>....................................................]  Step: 94ms | Tot: 7s776ms | Loss: 0.984 | Acc: 70.785% (6886/9728) 76/391 
 [============>....................................................]  Step: 94ms | Tot: 7s871ms | Loss: 0.983 | Acc: 70.810% (6979/9856) 77/391 
 [============>....................................................]  Step: 93ms | Tot: 7s964ms | Loss: 0.984 | Acc: 70.783% (7067/9984) 78/391 
 [============>....................................................]  Step: 128ms | Tot: 8s93ms | Loss: 0.985 | Acc: 70.807% (7160/10112) 79/391 
 [=============>...................................................]  Step: 123ms | Tot: 8s216ms | Loss: 0.985 | Acc: 70.791% (7249/10240) 80/391 
 [=============>...................................................]  Step: 112ms | Tot: 8s328ms | Loss: 0.989 | Acc: 70.689% (7329/10368) 81/391 
 [=============>...................................................]  Step: 117ms | Tot: 8s446ms | Loss: 0.987 | Acc: 70.760% (7427/10496) 82/391 
 [=============>...................................................]  Step: 124ms | Tot: 8s571ms | Loss: 0.989 | Acc: 70.745% (7516/10624) 83/391 
 [=============>...................................................]  Step: 103ms | Tot: 8s674ms | Loss: 0.994 | Acc: 70.629% (7594/10752) 84/391 
 [=============>...................................................]  Step: 116ms | Tot: 8s791ms | Loss: 0.993 | Acc: 70.699% (7692/10880) 85/391 
 [==============>..................................................]  Step: 125ms | Tot: 8s917ms | Loss: 0.994 | Acc: 70.658% (7778/11008) 86/391 
 [==============>..................................................]  Step: 110ms | Tot: 9s27ms | Loss: 0.994 | Acc: 70.690% (7872/11136) 87/391 
 [==============>..................................................]  Step: 117ms | Tot: 9s145ms | Loss: 0.994 | Acc: 70.694% (7963/11264) 88/391 
 [==============>..................................................]  Step: 123ms | Tot: 9s269ms | Loss: 0.996 | Acc: 70.637% (8047/11392) 89/391 
 [==============>..................................................]  Step: 124ms | Tot: 9s393ms | Loss: 0.996 | Acc: 70.625% (8136/11520) 90/391 
 [==============>..................................................]  Step: 115ms | Tot: 9s509ms | Loss: 0.996 | Acc: 70.622% (8226/11648) 91/391 
 [===============>.................................................]  Step: 127ms | Tot: 9s636ms | Loss: 0.997 | Acc: 70.550% (8308/11776) 92/391 
 [===============>.................................................]  Step: 136ms | Tot: 9s772ms | Loss: 0.998 | Acc: 70.481% (8390/11904) 93/391 
 [===============>.................................................]  Step: 134ms | Tot: 9s907ms | Loss: 0.997 | Acc: 70.512% (8484/12032) 94/391 
 [===============>.................................................]  Step: 141ms | Tot: 10s48ms | Loss: 0.998 | Acc: 70.502% (8573/12160) 95/391 
 [===============>.................................................]  Step: 141ms | Tot: 10s190ms | Loss: 0.999 | Acc: 70.475% (8660/12288) 96/391 
 [===============>.................................................]  Step: 138ms | Tot: 10s328ms | Loss: 1.001 | Acc: 70.417% (8743/12416) 97/391 
 [================>................................................]  Step: 141ms | Tot: 10s470ms | Loss: 1.000 | Acc: 70.432% (8835/12544) 98/391 
 [================>................................................]  Step: 128ms | Tot: 10s598ms | Loss: 1.004 | Acc: 70.328% (8912/12672) 99/391 
 [================>................................................]  Step: 141ms | Tot: 10s740ms | Loss: 1.004 | Acc: 70.359% (9006/12800) 100/391 
 [================>................................................]  Step: 141ms | Tot: 10s881ms | Loss: 1.006 | Acc: 70.312% (9090/12928) 101/391 
