Epoch:0	 lr:0.20000	 duration:259.127
 train_loss:4.50396	 train_loss_div:4.50396Train Top-1 class_accuracy: 0.09812920540571213
Train Top-5 class_accuracy: 0.23205699026584625
test epoch:0	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.15240000188350677
Top-5 class_accuracy: 0.35089999437332153
test epoch:0	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.15126000344753265
Top-5 class_accuracy: 0.35040000081062317
Epoch:1	 lr:0.20000	 duration:255.154
 train_loss:3.14494	 train_loss_div:3.14494Train Top-1 class_accuracy: 0.2835100293159485
Train Top-5 class_accuracy: 0.5254268050193787
test epoch:1	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.33357998728752136
Top-5 class_accuracy: 0.5968799591064453
test epoch:1	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.33329999446868896
Top-5 class_accuracy: 0.5962600111961365
Epoch:2	 lr:0.20000	 duration:256.018
 train_loss:2.72895	 train_loss_div:2.72895Train Top-1 class_accuracy: 0.3652729392051697
Train Top-5 class_accuracy: 0.6156319379806519
test epoch:2	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.40977999567985535
Top-5 class_accuracy: 0.6771199703216553
test epoch:2	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.41200000047683716
Top-5 class_accuracy: 0.6787799596786499
Epoch:3	 lr:0.20000	 duration:255.991
 train_loss:2.55196	 train_loss_div:2.55196Train Top-1 class_accuracy: 0.4002285301685333
Train Top-5 class_accuracy: 0.6520175337791443
test epoch:3	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4284600019454956
Top-5 class_accuracy: 0.6978799700737
test epoch:3	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.43050000071525574
Top-5 class_accuracy: 0.6979999542236328
Epoch:4	 lr:0.20000	 duration:255.663
 train_loss:2.44542	 train_loss_div:2.44542Train Top-1 class_accuracy: 0.4215403199195862
Train Top-5 class_accuracy: 0.6726424694061279
test epoch:4	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4744599759578705
Top-5 class_accuracy: 0.7342999577522278
test epoch:4	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4742799997329712
Top-5 class_accuracy: 0.7360199689865112
Epoch:5	 lr:0.20000	 duration:254.098
 train_loss:2.37615	 train_loss_div:2.37615Train Top-1 class_accuracy: 0.43677017092704773
Train Top-5 class_accuracy: 0.6851997375488281
test epoch:5	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4819199740886688
Top-5 class_accuracy: 0.7442799806594849
test epoch:5	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4837599992752075
Top-5 class_accuracy: 0.7468599677085876
Epoch:6	 lr:0.20000	 duration:256.752
 train_loss:2.32689	 train_loss_div:2.32689Train Top-1 class_accuracy: 0.44584938883781433
Train Top-5 class_accuracy: 0.695452868938446
test epoch:6	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4763999879360199
Top-5 class_accuracy: 0.7386999726295471
test epoch:6	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.47843998670578003
Top-5 class_accuracy: 0.740119993686676
Epoch:7	 lr:0.20000	 duration:257.699
 train_loss:2.27756	 train_loss_div:2.27756Train Top-1 class_accuracy: 0.45662081241607666
Train Top-5 class_accuracy: 0.7049879431724548
test epoch:7	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4889799952507019
Top-5 class_accuracy: 0.7486799955368042
test epoch:7	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4920399785041809
Top-5 class_accuracy: 0.7511599659919739
Epoch:8	 lr:0.20000	 duration:256.118
 train_loss:2.26340	 train_loss_div:2.26340Train Top-1 class_accuracy: 0.460429847240448
Train Top-5 class_accuracy: 0.7065927386283875
test epoch:8	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.46449998021125793
Top-5 class_accuracy: 0.725879967212677
test epoch:8	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.46699997782707214
Top-5 class_accuracy: 0.7269600033760071
Epoch:9	 lr:0.20000	 duration:258.279
 train_loss:2.24022	 train_loss_div:2.24022Train Top-1 class_accuracy: 0.4653316140174866
Train Top-5 class_accuracy: 0.7123062610626221
test epoch:9	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4955199956893921
Top-5 class_accuracy: 0.7521199584007263
test epoch:9	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4982999861240387
Top-5 class_accuracy: 0.754319965839386
Epoch:10	 lr:0.20000	 duration:255.017
 train_loss:2.22076	 train_loss_div:2.22076Train Top-1 class_accuracy: 0.46898454427719116
Train Top-5 class_accuracy: 0.7154034376144409
test epoch:10	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5073599815368652
Top-5 class_accuracy: 0.7677199840545654
test epoch:10	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5113800168037415
Top-5 class_accuracy: 0.7688199877738953
Epoch:11	 lr:0.20000	 duration:255.757
 train_loss:2.20039	 train_loss_div:2.20039Train Top-1 class_accuracy: 0.4737052321434021
Train Top-5 class_accuracy: 0.7194809317588806
test epoch:11	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.49675998091697693
Top-5 class_accuracy: 0.7555399537086487
test epoch:11	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4991399943828583
Top-5 class_accuracy: 0.755620002746582
Epoch:12	 lr:0.20000	 duration:254.894
 train_loss:2.19109	 train_loss_div:2.19109Train Top-1 class_accuracy: 0.47605931758880615
Train Top-5 class_accuracy: 0.7197869420051575
test epoch:12	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5158599615097046
Top-5 class_accuracy: 0.7710599899291992
test epoch:12	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5187000036239624
Top-5 class_accuracy: 0.7745999693870544
Epoch:13	 lr:0.20000	 duration:254.985
 train_loss:2.17061	 train_loss_div:2.17061Train Top-1 class_accuracy: 0.47968101501464844
Train Top-5 class_accuracy: 0.7246387600898743
test epoch:13	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4966199994087219
Top-5 class_accuracy: 0.7547999620437622
test epoch:13	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.501479983329773
Top-5 class_accuracy: 0.7580199837684631
Epoch:14	 lr:0.20000	 duration:257.888
 train_loss:2.16615	 train_loss_div:2.16615Train Top-1 class_accuracy: 0.4803241789340973
Train Top-5 class_accuracy: 0.7244201898574829
test epoch:14	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5158199667930603
Top-5 class_accuracy: 0.7712000012397766
test epoch:14	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5187999606132507
Top-5 class_accuracy: 0.7742399573326111
Epoch:15	 lr:0.20000	 duration:255.261
 train_loss:2.15892	 train_loss_div:2.15892Train Top-1 class_accuracy: 0.4820663332939148
Train Top-5 class_accuracy: 0.7266119122505188
test epoch:15	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.502839982509613
Top-5 class_accuracy: 0.7656199932098389
test epoch:15	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5066999793052673
Top-5 class_accuracy: 0.7672399878501892
Epoch:16	 lr:0.20000	 duration:259.221
 train_loss:2.14497	 train_loss_div:2.14497Train Top-1 class_accuracy: 0.4848138391971588
Train Top-5 class_accuracy: 0.7298277616500854
test epoch:16	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5244399905204773
Top-5 class_accuracy: 0.7757399678230286
test epoch:16	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5273000001907349
Top-5 class_accuracy: 0.7793799638748169
Epoch:17	 lr:0.20000	 duration:260.535
 train_loss:2.13387	 train_loss_div:2.13387Train Top-1 class_accuracy: 0.4865247905254364
Train Top-5 class_accuracy: 0.7303522825241089
test epoch:17	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.528439998626709
Top-5 class_accuracy: 0.7812599539756775
test epoch:17	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5295999646186829
Top-5 class_accuracy: 0.7821199893951416
Epoch:18	 lr:0.20000	 duration:256.311
 train_loss:2.13553	 train_loss_div:2.13553Train Top-1 class_accuracy: 0.4863561689853668
Train Top-5 class_accuracy: 0.731457531452179
test epoch:18	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.49390000104904175
Top-5 class_accuracy: 0.7555800080299377
test epoch:18	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4977400004863739
Top-5 class_accuracy: 0.7573800086975098
Epoch:19	 lr:0.20000	 duration:255.931
 train_loss:2.12088	 train_loss_div:2.12088Train Top-1 class_accuracy: 0.48927226662635803
Train Top-5 class_accuracy: 0.7337179780006409
test epoch:19	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5367000102996826
Top-5 class_accuracy: 0.7879599928855896
test epoch:19	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.539680004119873
Top-5 class_accuracy: 0.790619969367981
Epoch:20	 lr:0.20000	 duration:256.441
 train_loss:2.12001	 train_loss_div:2.12001Train Top-1 class_accuracy: 0.4897156059741974
Train Top-5 class_accuracy: 0.7338802814483643
test epoch:20	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5281000137329102
Top-5 class_accuracy: 0.7815200090408325
test epoch:20	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5322200059890747
Top-5 class_accuracy: 0.7835999727249146
Epoch:21	 lr:0.20000	 duration:257.356
 train_loss:2.10364	 train_loss_div:2.10364Train Top-1 class_accuracy: 0.49210718274116516
Train Top-5 class_accuracy: 0.7366340756416321
test epoch:21	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.47523999214172363
Top-5 class_accuracy: 0.7365999817848206
test epoch:21	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.48041999340057373
Top-5 class_accuracy: 0.7391200065612793
Epoch:22	 lr:0.20000	 duration:255.503
 train_loss:2.11222	 train_loss_div:2.11222Train Top-1 class_accuracy: 0.490808367729187
Train Top-5 class_accuracy: 0.7355412840843201
test epoch:22	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.48829999566078186
Top-5 class_accuracy: 0.7483400106430054
test epoch:22	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.49223998188972473
Top-5 class_accuracy: 0.7517600059509277
Epoch:23	 lr:0.20000	 duration:257.561
 train_loss:2.09545	 train_loss_div:2.09545Train Top-1 class_accuracy: 0.49552905559539795
Train Top-5 class_accuracy: 0.7401121258735657
test epoch:23	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4913399815559387
Top-5 class_accuracy: 0.7479000091552734
test epoch:23	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.49421998858451843
Top-5 class_accuracy: 0.752020001411438
Epoch:24	 lr:0.20000	 duration:256.325
 train_loss:2.09229	 train_loss_div:2.09229Train Top-1 class_accuracy: 0.495828777551651
Train Top-5 class_accuracy: 0.7378329634666443
test epoch:24	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5232599973678589
Top-5 class_accuracy: 0.7796799540519714
test epoch:24	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5280399918556213
Top-5 class_accuracy: 0.7830199599266052
Epoch:25	 lr:0.20000	 duration:255.146
 train_loss:2.09272	 train_loss_div:2.09272Train Top-1 class_accuracy: 0.49450498819351196
Train Top-5 class_accuracy: 0.738319993019104
test epoch:25	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4914200007915497
Top-5 class_accuracy: 0.7505799531936646
test epoch:25	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4973599910736084
Top-5 class_accuracy: 0.7537800073623657
Epoch:26	 lr:0.20000	 duration:257.363
 train_loss:2.09029	 train_loss_div:2.09029Train Top-1 class_accuracy: 0.4950357675552368
Train Top-5 class_accuracy: 0.7384760975837708
test epoch:26	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5
Top-5 class_accuracy: 0.7591399550437927
test epoch:26	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5056599974632263
Top-5 class_accuracy: 0.760919988155365
Epoch:27	 lr:0.20000	 duration:258.553
 train_loss:2.08754	 train_loss_div:2.08754Train Top-1 class_accuracy: 0.49535423517227173
Train Top-5 class_accuracy: 0.7399622797966003
test epoch:27	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.4989999830722809
Top-5 class_accuracy: 0.7621999979019165
test epoch:27	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5042799711227417
Top-5 class_accuracy: 0.7652999758720398
Epoch:28	 lr:0.20000	 duration:257.367
 train_loss:2.07797	 train_loss_div:2.07797Train Top-1 class_accuracy: 0.49955663084983826
Train Top-5 class_accuracy: 0.7405991554260254
test epoch:28	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5085200071334839
Top-5 class_accuracy: 0.7640599608421326
test epoch:28	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5137400031089783
Top-5 class_accuracy: 0.7681399583816528
Epoch:29	 lr:0.20000	 duration:256.682
 train_loss:2.08664	 train_loss_div:2.08664Train Top-1 class_accuracy: 0.49687159061431885
Train Top-5 class_accuracy: 0.740555465221405
test epoch:29	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5243399739265442
Top-5 class_accuracy: 0.7795000076293945
test epoch:29	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5279200077056885
Top-5 class_accuracy: 0.7815600037574768
Epoch:30	 lr:0.20000	 duration:256.294
 train_loss:2.07829	 train_loss_div:2.07829Train Top-1 class_accuracy: 0.49844515323638916
Train Top-5 class_accuracy: 0.7416544556617737
test epoch:30	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5399399995803833
Top-5 class_accuracy: 0.7907599806785583
test epoch:30	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.5454800128936768
Top-5 class_accuracy: 0.7934799790382385
Epoch:31	 lr:0.02000	 duration:260.218
 train_loss:1.71660	 train_loss_div:1.71660Train Top-1 class_accuracy: 0.5849974155426025
Train Top-5 class_accuracy: 0.8030609488487244
test epoch:31	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.643619954586029
Top-5 class_accuracy: 0.8613799810409546
test epoch:31	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6464399695396423
Top-5 class_accuracy: 0.8636399507522583
Epoch:32	 lr:0.02000	 duration:257.720
 train_loss:1.60931	 train_loss_div:1.60931Train Top-1 class_accuracy: 0.6081013083457947
Train Top-5 class_accuracy: 0.8213130235671997
test epoch:32	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6547399759292603
Top-5 class_accuracy: 0.868399977684021
test epoch:32	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6582199931144714
Top-5 class_accuracy: 0.8698999881744385
Epoch:33	 lr:0.02000	 duration:260.608
 train_loss:1.56199	 train_loss_div:1.56199Train Top-1 class_accuracy: 0.6175926923751831
Train Top-5 class_accuracy: 0.8301174640655518
test epoch:33	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6592999696731567
Top-5 class_accuracy: 0.8711599707603455
test epoch:33	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6617199778556824
Top-5 class_accuracy: 0.8733800053596497
Epoch:34	 lr:0.02000	 duration:258.579
 train_loss:1.53310	 train_loss_div:1.53310Train Top-1 class_accuracy: 0.6264470815658569
Train Top-5 class_accuracy: 0.8337703943252563
test epoch:34	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6619399785995483
Top-5 class_accuracy: 0.8736199736595154
test epoch:34	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6642599701881409
Top-5 class_accuracy: 0.8751199841499329
Epoch:35	 lr:0.02000	 duration:258.062
 train_loss:1.51991	 train_loss_div:1.51991Train Top-1 class_accuracy: 0.6294880509376526
Train Top-5 class_accuracy: 0.8366864919662476
test epoch:35	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6614599823951721
Top-5 class_accuracy: 0.8731799721717834
test epoch:35	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6649599671363831
Top-5 class_accuracy: 0.8756200075149536
Epoch:36	 lr:0.02000	 duration:258.172
 train_loss:1.52048	 train_loss_div:1.52048Train Top-1 class_accuracy: 0.6279769539833069
Train Top-5 class_accuracy: 0.8358310461044312
test epoch:36	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6652599573135376
Top-5 class_accuracy: 0.8740999698638916
test epoch:36	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6678599715232849
Top-5 class_accuracy: 0.8765199780464172
Epoch:37	 lr:0.02000	 duration:258.875
 train_loss:1.51060	 train_loss_div:1.51060Train Top-1 class_accuracy: 0.6298314929008484
Train Top-5 class_accuracy: 0.836186945438385
test epoch:37	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6642799973487854
Top-5 class_accuracy: 0.8760799765586853
test epoch:37	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6678199768066406
Top-5 class_accuracy: 0.8768599629402161
Epoch:38	 lr:0.02000	 duration:257.148
 train_loss:1.50316	 train_loss_div:1.50316Train Top-1 class_accuracy: 0.6314862370491028
Train Top-5 class_accuracy: 0.8380789756774902
test epoch:38	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6670399904251099
Top-5 class_accuracy: 0.8772000074386597
test epoch:38	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6690399646759033
Top-5 class_accuracy: 0.8779999613761902
Epoch:39	 lr:0.02000	 duration:256.797
 train_loss:1.50261	 train_loss_div:1.50261Train Top-1 class_accuracy: 0.6318109631538391
Train Top-5 class_accuracy: 0.8391342759132385
test epoch:39	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6676799654960632
Top-5 class_accuracy: 0.8750999569892883
test epoch:39	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6703199744224548
Top-5 class_accuracy: 0.8766799569129944
Epoch:40	 lr:0.02000	 duration:262.068
 train_loss:1.49537	 train_loss_div:1.49537Train Top-1 class_accuracy: 0.6335593461990356
Train Top-5 class_accuracy: 0.8391030430793762
test epoch:40	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6701799631118774
Top-5 class_accuracy: 0.8785600066184998
test epoch:40	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6726999878883362
Top-5 class_accuracy: 0.8802399635314941
Epoch:41	 lr:0.02000	 duration:255.143
 train_loss:1.49211	 train_loss_div:1.49211Train Top-1 class_accuracy: 0.6337966322898865
Train Top-5 class_accuracy: 0.8404080867767334
test epoch:41	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6694999933242798
Top-5 class_accuracy: 0.8785799741744995
test epoch:41	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6728599667549133
Top-5 class_accuracy: 0.8798799514770508
Epoch:42	 lr:0.02000	 duration:256.768
 train_loss:1.48871	 train_loss_div:1.48871Train Top-1 class_accuracy: 0.6338528394699097
Train Top-5 class_accuracy: 0.8410200476646423
test epoch:42	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6659799814224243
Top-5 class_accuracy: 0.8750799894332886
test epoch:42	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6696000099182129
Top-5 class_accuracy: 0.8772799968719482
Epoch:43	 lr:0.02000	 duration:258.617
 train_loss:1.49236	 train_loss_div:1.49236Train Top-1 class_accuracy: 0.6332221627235413
Train Top-5 class_accuracy: 0.8398898243904114
test epoch:43	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6625199913978577
Top-5 class_accuracy: 0.8749199509620667
test epoch:43	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6658200025558472
Top-5 class_accuracy: 0.8760599493980408
Epoch:44	 lr:0.02000	 duration:258.483
 train_loss:1.48434	 train_loss_div:1.48434Train Top-1 class_accuracy: 0.6354326605796814
Train Top-5 class_accuracy: 0.8408201932907104
test epoch:44	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6607800126075745
Top-5 class_accuracy: 0.8708599805831909
test epoch:44	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6622799634933472
Top-5 class_accuracy: 0.8722599744796753
Epoch:45	 lr:0.02000	 duration:258.498
 train_loss:1.48768	 train_loss_div:1.48768Train Top-1 class_accuracy: 0.6340339183807373
Train Top-5 class_accuracy: 0.8399335145950317
test epoch:45	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6587600111961365
Top-5 class_accuracy: 0.8721999526023865
test epoch:45	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6608399748802185
Top-5 class_accuracy: 0.8737399578094482
Epoch:46	 lr:0.02000	 duration:258.609
 train_loss:1.48821	 train_loss_div:1.48821Train Top-1 class_accuracy: 0.6354700922966003
Train Top-5 class_accuracy: 0.8405829668045044
test epoch:46	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.665120005607605
Top-5 class_accuracy: 0.8756399750709534
test epoch:46	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6680799722671509
Top-5 class_accuracy: 0.876579999923706
Epoch:47	 lr:0.02000	 duration:256.643
 train_loss:1.48642	 train_loss_div:1.48642Train Top-1 class_accuracy: 0.6354138851165771
Train Top-5 class_accuracy: 0.8393278121948242
test epoch:47	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6629199981689453
Top-5 class_accuracy: 0.8739799857139587
test epoch:47	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6657199859619141
Top-5 class_accuracy: 0.8753599524497986
Epoch:48	 lr:0.02000	 duration:256.798
 train_loss:1.48398	 train_loss_div:1.48398Train Top-1 class_accuracy: 0.6351828575134277
Train Top-5 class_accuracy: 0.84120112657547
test epoch:48	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6640999913215637
Top-5 class_accuracy: 0.8740599751472473
test epoch:48	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6664999723434448
Top-5 class_accuracy: 0.875819981098175
Epoch:49	 lr:0.02000	 duration:258.918
 train_loss:1.48827	 train_loss_div:1.48827Train Top-1 class_accuracy: 0.6335780620574951
Train Top-5 class_accuracy: 0.8403956294059753
test epoch:49	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6639800071716309
Top-5 class_accuracy: 0.8748599886894226
test epoch:49	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6665799617767334
Top-5 class_accuracy: 0.8757799863815308
Epoch:50	 lr:0.02000	 duration:255.214
 train_loss:1.48808	 train_loss_div:1.48808Train Top-1 class_accuracy: 0.6339527368545532
Train Top-5 class_accuracy: 0.8407390713691711
test epoch:50	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6622599959373474
Top-5 class_accuracy: 0.8736599683761597
test epoch:50	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6643399596214294
Top-5 class_accuracy: 0.8756600022315979
Epoch:51	 lr:0.02000	 duration:255.995
 train_loss:1.47595	 train_loss_div:1.47595Train Top-1 class_accuracy: 0.6372060179710388
Train Top-5 class_accuracy: 0.8423126339912415
test epoch:51	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6584799885749817
Top-5 class_accuracy: 0.8724199533462524
test epoch:51	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6621400117874146
Top-5 class_accuracy: 0.8734999895095825
Epoch:52	 lr:0.02000	 duration:257.310
 train_loss:1.47617	 train_loss_div:1.47617Train Top-1 class_accuracy: 0.6370186805725098
Train Top-5 class_accuracy: 0.8423188328742981
test epoch:52	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6650800108909607
Top-5 class_accuracy: 0.8735199570655823
test epoch:52	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6668800115585327
Top-5 class_accuracy: 0.8748199939727783
Epoch:53	 lr:0.02000	 duration:260.148
 train_loss:1.47274	 train_loss_div:1.47274Train Top-1 class_accuracy: 0.6374120712280273
Train Top-5 class_accuracy: 0.8428558707237244
test epoch:53	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6638599634170532
Top-5 class_accuracy: 0.874019980430603
test epoch:53	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6663199663162231
Top-5 class_accuracy: 0.8756399750709534
Epoch:54	 lr:0.02000	 duration:258.359
 train_loss:1.47675	 train_loss_div:1.47675Train Top-1 class_accuracy: 0.6379116177558899
Train Top-5 class_accuracy: 0.8415945172309875
test epoch:54	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6610400080680847
Top-5 class_accuracy: 0.8716199994087219
test epoch:54	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6633599996566772
Top-5 class_accuracy: 0.8735599517822266
Epoch:55	 lr:0.02000	 duration:260.189
 train_loss:1.46585	 train_loss_div:1.46585Train Top-1 class_accuracy: 0.6389606595039368
Train Top-5 class_accuracy: 0.843767523765564
test epoch:55	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6630199551582336
Top-5 class_accuracy: 0.8753799796104431
test epoch:55	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6649599671363831
Top-5 class_accuracy: 0.8764999508857727
Epoch:56	 lr:0.02000	 duration:258.911
 train_loss:1.47250	 train_loss_div:1.47250Train Top-1 class_accuracy: 0.6380427479743958
Train Top-5 class_accuracy: 0.8433616757392883
test epoch:56	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6624000072479248
Top-5 class_accuracy: 0.8751599788665771
test epoch:56	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6654999852180481
Top-5 class_accuracy: 0.8760799765586853
Epoch:57	 lr:0.02000	 duration:259.803
 train_loss:1.46827	 train_loss_div:1.46827Train Top-1 class_accuracy: 0.6379990577697754
Train Top-5 class_accuracy: 0.8432367444038391
test epoch:57	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6554399728775024
Top-5 class_accuracy: 0.8700599670410156
test epoch:57	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.657319962978363
Top-5 class_accuracy: 0.8708199858665466
Epoch:58	 lr:0.02000	 duration:261.864
 train_loss:1.46717	 train_loss_div:1.46717Train Top-1 class_accuracy: 0.6380677223205566
Train Top-5 class_accuracy: 0.842637300491333
test epoch:58	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6694999933242798
Top-5 class_accuracy: 0.8772199749946594
test epoch:58	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6713799834251404
Top-5 class_accuracy: 0.8787599802017212
Epoch:59	 lr:0.02000	 duration:256.791
 train_loss:1.46715	 train_loss_div:1.46715Train Top-1 class_accuracy: 0.6385173201560974
Train Top-5 class_accuracy: 0.8440110683441162
test epoch:59	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6655600070953369
Top-5 class_accuracy: 0.8744999766349792
test epoch:59	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6681399941444397
Top-5 class_accuracy: 0.8758599758148193
Epoch:60	 lr:0.02000	 duration:263.346
 train_loss:1.46307	 train_loss_div:1.46307Train Top-1 class_accuracy: 0.6384111642837524
Train Top-5 class_accuracy: 0.8450913429260254
test epoch:60	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6596999764442444
Top-5 class_accuracy: 0.8710799813270569
test epoch:60	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6617199778556824
Top-5 class_accuracy: 0.8721599578857422
Epoch:61	 lr:0.00200	 duration:260.929
 train_loss:1.34440	 train_loss_div:1.34440Train Top-1 class_accuracy: 0.6698824763298035
Train Top-5 class_accuracy: 0.8618760108947754
test epoch:61	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6965799927711487
Top-5 class_accuracy: 0.894059956073761
test epoch:61	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.6998800039291382
Top-5 class_accuracy: 0.894599974155426
Epoch:62	 lr:0.00200	 duration:256.196
 train_loss:1.30593	 train_loss_div:1.30593Train Top-1 class_accuracy: 0.6794924139976501
Train Top-5 class_accuracy: 0.8687697052955627
test epoch:62	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7006399631500244
Top-5 class_accuracy: 0.8939599990844727
test epoch:62	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.703279972076416
Top-5 class_accuracy: 0.8955999612808228
Epoch:63	 lr:0.00200	 duration:257.045
 train_loss:1.28724	 train_loss_div:1.28724Train Top-1 class_accuracy: 0.6832015514373779
Train Top-5 class_accuracy: 0.8712424635887146
test epoch:63	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7012999653816223
Top-5 class_accuracy: 0.8959599733352661
test epoch:63	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7025600075721741
Top-5 class_accuracy: 0.8972599506378174
Epoch:64	 lr:0.00200	 duration:257.646
 train_loss:1.28077	 train_loss_div:1.28077Train Top-1 class_accuracy: 0.68482506275177
Train Top-5 class_accuracy: 0.8719293475151062
test epoch:64	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.702739953994751
Top-5 class_accuracy: 0.8952399492263794
test epoch:64	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7055400013923645
Top-5 class_accuracy: 0.8981799483299255
Epoch:65	 lr:0.00200	 duration:258.044
 train_loss:1.27128	 train_loss_div:1.27128Train Top-1 class_accuracy: 0.687778651714325
Train Top-5 class_accuracy: 0.8731781840324402
test epoch:65	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7026199698448181
Top-5 class_accuracy: 0.8957200050354004
test epoch:65	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.705299973487854
Top-5 class_accuracy: 0.8978399634361267
Epoch:66	 lr:0.00200	 duration:257.263
 train_loss:1.26435	 train_loss_div:1.26435Train Top-1 class_accuracy: 0.6898642182350159
Train Top-5 class_accuracy: 0.8738338351249695
test epoch:66	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7043799757957458
Top-5 class_accuracy: 0.8977599740028381
test epoch:66	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7074999809265137
Top-5 class_accuracy: 0.8987399935722351
Epoch:67	 lr:0.00200	 duration:259.339
 train_loss:1.26552	 train_loss_div:1.26552Train Top-1 class_accuracy: 0.6901015043258667
Train Top-5 class_accuracy: 0.8736652731895447
test epoch:67	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.704259991645813
Top-5 class_accuracy: 0.8982399702072144
test epoch:67	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7075200080871582
Top-5 class_accuracy: 0.9003199934959412
Epoch:68	 lr:0.00200	 duration:257.172
 train_loss:1.25114	 train_loss_div:1.25114Train Top-1 class_accuracy: 0.6929739117622375
Train Top-5 class_accuracy: 0.8766624927520752
test epoch:68	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7042199969291687
Top-5 class_accuracy: 0.8972799777984619
test epoch:68	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7081199884414673
Top-5 class_accuracy: 0.8988399505615234
Epoch:69	 lr:0.00200	 duration:258.731
 train_loss:1.25535	 train_loss_div:1.25535Train Top-1 class_accuracy: 0.6924244165420532
Train Top-5 class_accuracy: 0.8760693073272705
test epoch:69	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7058799862861633
Top-5 class_accuracy: 0.8972599506378174
test epoch:69	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7089399695396423
Top-5 class_accuracy: 0.8990399837493896
Epoch:70	 lr:0.00200	 duration:255.455
 train_loss:1.24884	 train_loss_div:1.24884Train Top-1 class_accuracy: 0.6954341530799866
Train Top-5 class_accuracy: 0.8774867653846741
test epoch:70	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7067199945449829
Top-5 class_accuracy: 0.8982799649238586
test epoch:70	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7098000049591064
Top-5 class_accuracy: 0.8999399542808533
Epoch:71	 lr:0.00200	 duration:260.407
 train_loss:1.24222	 train_loss_div:1.24222Train Top-1 class_accuracy: 0.6960710883140564
Train Top-5 class_accuracy: 0.8782360553741455
test epoch:71	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7071599960327148
Top-5 class_accuracy: 0.8982599973678589
test epoch:71	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7097799777984619
Top-5 class_accuracy: 0.8999999761581421
Epoch:72	 lr:0.00200	 duration:259.805
 train_loss:1.24379	 train_loss_div:1.24379Train Top-1 class_accuracy: 0.6945599317550659
Train Top-5 class_accuracy: 0.8778988718986511
test epoch:72	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.706779956817627
Top-5 class_accuracy: 0.8983799815177917
test epoch:72	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7099399566650391
Top-5 class_accuracy: 0.9003999829292297
Epoch:73	 lr:0.00200	 duration:256.324
 train_loss:1.23533	 train_loss_div:1.23533Train Top-1 class_accuracy: 0.6966267824172974
Train Top-5 class_accuracy: 0.8793538212776184
test epoch:73	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7073999643325806
Top-5 class_accuracy: 0.8992799520492554
test epoch:73	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7102400064468384
Top-5 class_accuracy: 0.9009599685668945
Epoch:74	 lr:0.00200	 duration:258.551
 train_loss:1.24111	 train_loss_div:1.24111Train Top-1 class_accuracy: 0.6956838965415955
Train Top-5 class_accuracy: 0.8783484697341919
test epoch:74	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7074599862098694
Top-5 class_accuracy: 0.8992999792098999
test epoch:74	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7100200057029724
Top-5 class_accuracy: 0.9008599519729614
Epoch:75	 lr:0.00200	 duration:258.789
 train_loss:1.23037	 train_loss_div:1.23037Train Top-1 class_accuracy: 0.6977632641792297
Train Top-5 class_accuracy: 0.8800219297409058
test epoch:75	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7071399688720703
Top-5 class_accuracy: 0.8989199995994568
test epoch:75	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7096799612045288
Top-5 class_accuracy: 0.9012399911880493
Epoch:76	 lr:0.00200	 duration:259.143
 train_loss:1.23531	 train_loss_div:1.23531Train Top-1 class_accuracy: 0.6961210370063782
Train Top-5 class_accuracy: 0.8791415095329285
test epoch:76	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7078999876976013
Top-5 class_accuracy: 0.8995800018310547
test epoch:76	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7107799649238586
Top-5 class_accuracy: 0.9013399481773376
Epoch:77	 lr:0.00200	 duration:258.894
 train_loss:1.22848	 train_loss_div:1.22848Train Top-1 class_accuracy: 0.6991307735443115
Train Top-5 class_accuracy: 0.8806464076042175
test epoch:77	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7089999914169312
Top-5 class_accuracy: 0.8998399972915649
test epoch:77	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7117199897766113
Top-5 class_accuracy: 0.901699960231781
Epoch:78	 lr:0.00200	 duration:261.493
 train_loss:1.23558	 train_loss_div:1.23558Train Top-1 class_accuracy: 0.6964394450187683
Train Top-5 class_accuracy: 0.8797784447669983
test epoch:78	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7075200080871582
Top-5 class_accuracy: 0.899179995059967
test epoch:78	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7108199596405029
Top-5 class_accuracy: 0.901419997215271
Epoch:79	 lr:0.00200	 duration:259.770
 train_loss:1.22491	 train_loss_div:1.22491Train Top-1 class_accuracy: 0.6998363733291626
Train Top-5 class_accuracy: 0.8809773325920105
test epoch:79	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7088800072669983
Top-5 class_accuracy: 0.8997199535369873
test epoch:79	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7113400101661682
Top-5 class_accuracy: 0.9009799957275391
Epoch:80	 lr:0.00200	 duration:261.661
 train_loss:1.21981	 train_loss_div:1.21981Train Top-1 class_accuracy: 0.7002984285354614
Train Top-5 class_accuracy: 0.8818140625953674
test epoch:80	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7059999704360962
Top-5 class_accuracy: 0.8985599875450134
test epoch:80	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7096799612045288
Top-5 class_accuracy: 0.900439977645874
Epoch:81	 lr:0.00200	 duration:260.129
 train_loss:1.22776	 train_loss_div:1.22776Train Top-1 class_accuracy: 0.7012163400650024
Train Top-5 class_accuracy: 0.8794599771499634
test epoch:81	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7089200019836426
Top-5 class_accuracy: 0.8998399972915649
test epoch:81	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7114599943161011
Top-5 class_accuracy: 0.9016599655151367
Epoch:82	 lr:0.00200	 duration:259.839
 train_loss:1.21836	 train_loss_div:1.21836Train Top-1 class_accuracy: 0.7005357146263123
Train Top-5 class_accuracy: 0.8811646699905396
test epoch:82	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7074199914932251
Top-5 class_accuracy: 0.8995399475097656
test epoch:82	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.709659993648529
Top-5 class_accuracy: 0.9012399911880493
Epoch:83	 lr:0.00200	 duration:258.110
 train_loss:1.22669	 train_loss_div:1.22669Train Top-1 class_accuracy: 0.7010102868080139
Train Top-5 class_accuracy: 0.8792476654052734
test epoch:83	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7096399664878845
Top-5 class_accuracy: 0.8989199995994568
test epoch:83	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7114199995994568
Top-5 class_accuracy: 0.9003599882125854
Epoch:84	 lr:0.00200	 duration:260.456
 train_loss:1.21542	 train_loss_div:1.21542Train Top-1 class_accuracy: 0.7037515640258789
Train Top-5 class_accuracy: 0.8814519047737122
test epoch:84	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7098000049591064
Top-5 class_accuracy: 0.8996599912643433
test epoch:84	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7116400003433228
Top-5 class_accuracy: 0.9011399745941162
Epoch:85	 lr:0.00200	 duration:258.856
 train_loss:1.20967	 train_loss_div:1.20967Train Top-1 class_accuracy: 0.7037702798843384
Train Top-5 class_accuracy: 0.8824697136878967
test epoch:85	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.70933997631073
Top-5 class_accuracy: 0.8998000025749207
test epoch:85	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7112799882888794
Top-5 class_accuracy: 0.9015399813652039
Epoch:86	 lr:0.00200	 duration:259.113
 train_loss:1.22275	 train_loss_div:1.22275Train Top-1 class_accuracy: 0.7008417248725891
Train Top-5 class_accuracy: 0.88004070520401
test epoch:86	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7084599733352661
Top-5 class_accuracy: 0.8989599943161011
test epoch:86	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.710159957408905
Top-5 class_accuracy: 0.9007599949836731
Epoch:87	 lr:0.00200	 duration:260.016
 train_loss:1.20410	 train_loss_div:1.20410Train Top-1 class_accuracy: 0.7052064538002014
Train Top-5 class_accuracy: 0.8838122487068176
test epoch:87	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.707859992980957
Top-5 class_accuracy: 0.9006199836730957
test epoch:87	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7105599641799927
Top-5 class_accuracy: 0.9019999504089355
Epoch:88	 lr:0.00200	 duration:259.796
 train_loss:1.21102	 train_loss_div:1.21102Train Top-1 class_accuracy: 0.702996015548706
Train Top-5 class_accuracy: 0.8823822736740112
test epoch:88	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7100799679756165
Top-5 class_accuracy: 0.9000999927520752
test epoch:88	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7121999859809875
Top-5 class_accuracy: 0.9016599655151367
Epoch:89	 lr:0.00200	 duration:261.840
 train_loss:1.20974	 train_loss_div:1.20974Train Top-1 class_accuracy: 0.7039825916290283
Train Top-5 class_accuracy: 0.8830441832542419
test epoch:89	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7076599597930908
Top-5 class_accuracy: 0.8984799981117249
test epoch:89	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7098399996757507
Top-5 class_accuracy: 0.9003999829292297
Epoch:90	 lr:0.00200	 duration:261.004
 train_loss:1.20950	 train_loss_div:1.20950Train Top-1 class_accuracy: 0.7040387988090515
Train Top-5 class_accuracy: 0.8830441832542419
test epoch:90	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7097799777984619
Top-5 class_accuracy: 0.8995399475097656
test epoch:90	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7127400040626526
Top-5 class_accuracy: 0.9017199873924255
Epoch:91	 lr:0.00020	 duration:260.195
 train_loss:1.18746	 train_loss_div:1.18746Train Top-1 class_accuracy: 0.7097898125648499
Train Top-5 class_accuracy: 0.8864785432815552
test epoch:91	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7125200033187866
Top-5 class_accuracy: 0.9011600017547607
test epoch:91	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7152999639511108
Top-5 class_accuracy: 0.9034599661827087
Epoch:92	 lr:0.00020	 duration:260.263
 train_loss:1.18115	 train_loss_div:1.18115Train Top-1 class_accuracy: 0.7115381956100464
Train Top-5 class_accuracy: 0.8870779871940613
test epoch:92	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7123000025749207
Top-5 class_accuracy: 0.9008599519729614
test epoch:92	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.715179979801178
Top-5 class_accuracy: 0.903219997882843
Epoch:93	 lr:0.00020	 duration:260.936
 train_loss:1.17556	 train_loss_div:1.17556Train Top-1 class_accuracy: 0.7124248743057251
Train Top-5 class_accuracy: 0.8885766267776489
test epoch:93	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7121999859809875
Top-5 class_accuracy: 0.9014599919319153
test epoch:93	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7156800031661987
Top-5 class_accuracy: 0.9029600024223328
Epoch:94	 lr:0.00020	 duration:260.397
 train_loss:1.17699	 train_loss_div:1.17699Train Top-1 class_accuracy: 0.7120440006256104
Train Top-5 class_accuracy: 0.8876649737358093
test epoch:94	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7130199670791626
Top-5 class_accuracy: 0.9018200039863586
test epoch:94	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7158600091934204
Top-5 class_accuracy: 0.9031800031661987
Epoch:95	 lr:0.00020	 duration:258.358
 train_loss:1.18539	 train_loss_div:1.18539Train Top-1 class_accuracy: 0.7101519703865051
Train Top-5 class_accuracy: 0.885797917842865
test epoch:95	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7140199542045593
Top-5 class_accuracy: 0.9006800055503845
test epoch:95	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7161200046539307
Top-5 class_accuracy: 0.9037799835205078
Epoch:96	 lr:0.00020	 duration:258.969
 train_loss:1.17981	 train_loss_div:1.17981Train Top-1 class_accuracy: 0.7117692232131958
Train Top-5 class_accuracy: 0.8872091174125671
test epoch:96	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.713699996471405
Top-5 class_accuracy: 0.9018799662590027
test epoch:96	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7155799865722656
Top-5 class_accuracy: 0.9040399789810181
Epoch:97	 lr:0.00020	 duration:257.599
 train_loss:1.18152	 train_loss_div:1.18152Train Top-1 class_accuracy: 0.7109637260437012
Train Top-5 class_accuracy: 0.886384904384613
test epoch:97	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7134799957275391
Top-5 class_accuracy: 0.9020599722862244
test epoch:97	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7160800099372864
Top-5 class_accuracy: 0.9035199880599976
Epoch:98	 lr:0.00020	 duration:265.683
 train_loss:1.17509	 train_loss_div:1.17509Train Top-1 class_accuracy: 0.7127370834350586
Train Top-5 class_accuracy: 0.8876587152481079
test epoch:98	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7131400108337402
Top-5 class_accuracy: 0.9014999866485596
test epoch:98	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7154399752616882
Top-5 class_accuracy: 0.9036399722099304
Epoch:99	 lr:0.00020	 duration:260.300
 train_loss:1.17446	 train_loss_div:1.17446Train Top-1 class_accuracy: 0.7127995491027832
Train Top-5 class_accuracy: 0.8886640667915344
test epoch:99	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7127999663352966
Top-5 class_accuracy: 0.9024199843406677
best_accuracy: 0.0 
best_accuracy: 0.0 
best_accuracy: 0.0 
best_accuracy: 0.0 
best_accuracy: 0.0 
best_accuracy: 0.0 
test epoch:99	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7144799828529358
Top-5 class_accuracy: 0.9034799933433533
best_accuracy: 0.9040399789810181 
best_accuracy: 0.0 
test epoch:96	 sampling:1	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7136799693107605
Top-5 class_accuracy: 0.9018999934196472
test epoch:96	 sampling:2	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7151599526405334
Top-5 class_accuracy: 0.9039599895477295
test epoch:96	 sampling:4	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7155999541282654
Top-5 class_accuracy: 0.9038999676704407
test epoch:96	 sampling:8	 test_loss_cls:0.00000
Top-1 class_accuracy: 0.7155999541282654
Top-5 class_accuracy: 0.9040600061416626
