Namespace(batch_size=5000, confusion_matrix=False, dataset='cifar10', eval_freq=1, gamma=0.0, gpu='0', lr=0.1, max_epoch=2000, model='mlp', momentum=0.9, n_samples=5000, print_freq=50, reg_eta=0.0, save_dir='/home/zhangxj/workspace/HBF/results/HB', seed=2, start_epoch=0, stepsize=0, use_cpu=False, workers=4)
Currently using GPU: 0
Creating dataset: cifar10
Creating model: mlp
0.9 0.1
==> Epoch 1/2000
==> Test
Train Loss 2.3157460689544678	 Train Accuracy (%): 9.420000076293945 	 Test Accuracy (%): 14.0600004196167	 gHg: 0.2634730339050293	 smoothness 9.870966911315918	 sharpness 2.8167924880981445
==> Epoch 2/2000
==> Test
Train Loss 2.2923007011413574	 Train Accuracy (%): 14.380000114440918 	 Test Accuracy (%): 19.610000610351562	 gHg: 0.10415250808000565	 smoothness 2.0418081283569336	 sharpness 2.4671270847320557
==> Epoch 3/2000
==> Test
Train Loss 2.255051612854004	 Train Accuracy (%): 19.200000762939453 	 Test Accuracy (%): 20.3700008392334	 gHg: 0.018577158451080322	 smoothness 2.2400498390197754	 sharpness 2.391726016998291
==> Epoch 4/2000
==> Test
Train Loss 2.214116334915161	 Train Accuracy (%): 20.100000381469727 	 Test Accuracy (%): 21.059999465942383	 gHg: 0.019514786079525948	 smoothness 1.7789651155471802	 sharpness 2.683750867843628
==> Epoch 5/2000
==> Test
Train Loss 2.1657426357269287	 Train Accuracy (%): 22.899999618530273 	 Test Accuracy (%): 22.389999389648438	 gHg: 0.03243568167090416	 smoothness 1.7961946725845337	 sharpness 3.9982552528381348
==> Epoch 6/2000
==> Test
Train Loss 2.1244382858276367	 Train Accuracy (%): 24.260000228881836 	 Test Accuracy (%): 24.059999465942383	 gHg: 0.2008257955312729	 smoothness 2.40828537940979	 sharpness 6.707051753997803
==> Epoch 7/2000
==> Test
Train Loss 2.0916569232940674	 Train Accuracy (%): 24.059999465942383 	 Test Accuracy (%): 26.3700008392334	 gHg: 0.5750433206558228	 smoothness 2.0830154418945312	 sharpness 9.13715934753418
==> Epoch 8/2000
==> Test
Train Loss 2.064441442489624	 Train Accuracy (%): 25.799999237060547 	 Test Accuracy (%): 27.389999389648438	 gHg: 0.7967380881309509	 smoothness 3.709313154220581	 sharpness 10.65796947479248
==> Epoch 9/2000
==> Test
Train Loss 2.041372537612915	 Train Accuracy (%): 26.520000457763672 	 Test Accuracy (%): 28.81999969482422	 gHg: 1.7634929418563843	 smoothness 0.69610595703125	 sharpness 13.680900573730469
==> Epoch 10/2000
==> Test
Train Loss 2.0200283527374268	 Train Accuracy (%): 28.040000915527344 	 Test Accuracy (%): 29.030000686645508	 gHg: 2.0440351963043213	 smoothness 3.0984697341918945	 sharpness 16.050765991210938
==> Epoch 11/2000
==> Test
Train Loss 1.985731601715088	 Train Accuracy (%): 29.139999389648438 	 Test Accuracy (%): 29.760000228881836	 gHg: 1.5006262063980103	 smoothness 5.407541751861572	 sharpness 17.00567626953125
==> Epoch 12/2000
==> Test
Train Loss 1.9621505737304688	 Train Accuracy (%): 29.399999618530273 	 Test Accuracy (%): 30.309999465942383	 gHg: 2.866765260696411	 smoothness 4.563289165496826	 sharpness 17.1708927154541
==> Epoch 13/2000
==> Test
Train Loss 1.957177758216858	 Train Accuracy (%): 29.8799991607666 	 Test Accuracy (%): 31.059999465942383	 gHg: 3.140705108642578	 smoothness 5.28977108001709	 sharpness 18.599393844604492
==> Epoch 14/2000
==> Test
Train Loss 1.943295955657959	 Train Accuracy (%): 29.459999084472656 	 Test Accuracy (%): 31.520000457763672	 gHg: 2.173600435256958	 smoothness 4.639255046844482	 sharpness 20.125091552734375
==> Epoch 15/2000
==> Test
Train Loss 1.9225844144821167	 Train Accuracy (%): 31.760000228881836 	 Test Accuracy (%): 31.510000228881836	 gHg: 2.3104610443115234	 smoothness 5.105780601501465	 sharpness 19.84278678894043
==> Epoch 16/2000
==> Test
Train Loss 1.9009544849395752	 Train Accuracy (%): 32.0 	 Test Accuracy (%): 32.0	 gHg: 1.6797949075698853	 smoothness 5.556822299957275	 sharpness 21.54449462890625
==> Epoch 17/2000
==> Test
Train Loss 1.8962763547897339	 Train Accuracy (%): 31.940000534057617 	 Test Accuracy (%): 32.54999923706055	 gHg: 2.1474599838256836	 smoothness 5.90158748626709	 sharpness 22.4144344329834
==> Epoch 18/2000
==> Test
Train Loss 1.8739482164382935	 Train Accuracy (%): 32.900001525878906 	 Test Accuracy (%): 32.869998931884766	 gHg: 2.176060438156128	 smoothness 4.352278232574463	 sharpness 23.414316177368164
==> Epoch 19/2000
==> Test
Train Loss 1.8609906435012817	 Train Accuracy (%): 33.220001220703125 	 Test Accuracy (%): 33.66999816894531	 gHg: 2.350494861602783	 smoothness 7.600381851196289	 sharpness 24.308208465576172
==> Epoch 20/2000
==> Test
Train Loss 1.8451365232467651	 Train Accuracy (%): 33.900001525878906 	 Test Accuracy (%): 34.099998474121094	 gHg: 2.14652681350708	 smoothness 5.046252727508545	 sharpness 26.55811882019043
==> Epoch 21/2000
==> Test
Train Loss 1.8305634260177612	 Train Accuracy (%): 34.86000061035156 	 Test Accuracy (%): 34.599998474121094	 gHg: 1.1682536602020264	 smoothness 8.926554679870605	 sharpness 25.518064498901367
==> Epoch 22/2000
==> Test
Train Loss 1.833820104598999	 Train Accuracy (%): 33.900001525878906 	 Test Accuracy (%): 34.599998474121094	 gHg: 1.9602258205413818	 smoothness 3.293989896774292	 sharpness 25.04481315612793
==> Epoch 23/2000
==> Test
Train Loss 1.8152365684509277	 Train Accuracy (%): 35.34000015258789 	 Test Accuracy (%): 35.310001373291016	 gHg: 1.7377036809921265	 smoothness 7.242588996887207	 sharpness 26.285921096801758
==> Epoch 24/2000
==> Test
Train Loss 1.8007466793060303	 Train Accuracy (%): 36.65999984741211 	 Test Accuracy (%): 35.40999984741211	 gHg: 1.2331161499023438	 smoothness 6.3909430503845215	 sharpness 27.077804565429688
==> Epoch 25/2000
==> Test
Train Loss 1.7902543544769287	 Train Accuracy (%): 36.119998931884766 	 Test Accuracy (%): 35.400001525878906	 gHg: 1.7365868091583252	 smoothness 7.07161283493042	 sharpness 27.43164825439453
==> Epoch 26/2000
==> Test
Train Loss 1.7763993740081787	 Train Accuracy (%): 37.29999923706055 	 Test Accuracy (%): 35.7400016784668	 gHg: 1.2353122234344482	 smoothness 5.333949089050293	 sharpness 27.551074981689453
==> Epoch 27/2000
==> Test
Train Loss 1.7660939693450928	 Train Accuracy (%): 37.79999923706055 	 Test Accuracy (%): 36.34000015258789	 gHg: 3.191551685333252	 smoothness 10.011244773864746	 sharpness 28.37099838256836
==> Epoch 28/2000
==> Test
Train Loss 1.743462324142456	 Train Accuracy (%): 38.0 	 Test Accuracy (%): 37.130001068115234	 gHg: 1.070405125617981	 smoothness 9.507214546203613	 sharpness 28.328800201416016
==> Epoch 29/2000
==> Test
Train Loss 1.7379343509674072	 Train Accuracy (%): 38.459999084472656 	 Test Accuracy (%): 37.41999816894531	 gHg: 2.025847911834717	 smoothness 4.892444610595703	 sharpness 28.53232192993164
==> Epoch 30/2000
==> Test
Train Loss 1.7380197048187256	 Train Accuracy (%): 38.119998931884766 	 Test Accuracy (%): 37.810001373291016	 gHg: 2.0289905071258545	 smoothness 11.298068046569824	 sharpness 29.053424835205078
==> Epoch 31/2000
==> Test
Train Loss 1.7217004299163818	 Train Accuracy (%): 38.70000076293945 	 Test Accuracy (%): 37.93000030517578	 gHg: 0.8557999730110168	 smoothness 6.50613260269165	 sharpness 28.66917610168457
==> Epoch 32/2000
==> Test
Train Loss 1.7239258289337158	 Train Accuracy (%): 37.619998931884766 	 Test Accuracy (%): 37.90999984741211	 gHg: 2.951770782470703	 smoothness 7.879867076873779	 sharpness 27.496963500976562
==> Epoch 33/2000
==> Test
Train Loss 1.716353178024292	 Train Accuracy (%): 38.20000076293945 	 Test Accuracy (%): 38.0	 gHg: 3.0380396842956543	 smoothness 10.178677558898926	 sharpness 27.629785537719727
==> Epoch 34/2000
==> Test
Train Loss 1.6916608810424805	 Train Accuracy (%): 40.41999816894531 	 Test Accuracy (%): 38.33000183105469	 gHg: 1.1221821308135986	 smoothness 7.899762153625488	 sharpness 26.040891647338867
==> Epoch 35/2000
==> Test
Train Loss 1.6915074586868286	 Train Accuracy (%): 40.34000015258789 	 Test Accuracy (%): 38.75	 gHg: 1.7545256614685059	 smoothness 7.309391975402832	 sharpness 27.425046920776367
==> Epoch 36/2000
==> Test
Train Loss 1.685793399810791	 Train Accuracy (%): 39.65999984741211 	 Test Accuracy (%): 38.9900016784668	 gHg: 3.0493266582489014	 smoothness 10.124629020690918	 sharpness 28.311885833740234
==> Epoch 37/2000
==> Test
Train Loss 1.675445318222046	 Train Accuracy (%): 40.52000045776367 	 Test Accuracy (%): 38.900001525878906	 gHg: 2.3253066539764404	 smoothness 7.946481227874756	 sharpness 27.50284194946289
==> Epoch 38/2000
==> Test
Train Loss 1.6674455404281616	 Train Accuracy (%): 41.439998626708984 	 Test Accuracy (%): 39.150001525878906	 gHg: 2.2533774375915527	 smoothness 8.788419723510742	 sharpness 28.302412033081055
==> Epoch 39/2000
==> Test
Train Loss 1.6606591939926147	 Train Accuracy (%): 41.5 	 Test Accuracy (%): 39.59000015258789	 gHg: 3.124798059463501	 smoothness 8.674368858337402	 sharpness 30.48207664489746
==> Epoch 40/2000
==> Test
Train Loss 1.6563949584960938	 Train Accuracy (%): 42.68000030517578 	 Test Accuracy (%): 39.91999816894531	 gHg: 6.691308975219727	 smoothness 12.024124145507812	 sharpness 32.15773010253906
==> Epoch 41/2000
==> Test
Train Loss 1.6512986421585083	 Train Accuracy (%): 41.959999084472656 	 Test Accuracy (%): 39.84000015258789	 gHg: 4.452632904052734	 smoothness 11.73460865020752	 sharpness 30.70703125
==> Epoch 42/2000
==> Test
Train Loss 1.650378942489624	 Train Accuracy (%): 41.599998474121094 	 Test Accuracy (%): 40.09000015258789	 gHg: 3.4452733993530273	 smoothness 7.770197868347168	 sharpness 32.29264831542969
==> Epoch 43/2000
==> Test
Train Loss 1.647531270980835	 Train Accuracy (%): 41.5 	 Test Accuracy (%): 39.86000061035156	 gHg: 14.100668907165527	 smoothness 13.763673782348633	 sharpness 35.20585632324219
==> Epoch 44/2000
==> Test
Train Loss 1.6305958032608032	 Train Accuracy (%): 42.619998931884766 	 Test Accuracy (%): 40.59000015258789	 gHg: 10.714765548706055	 smoothness 15.852724075317383	 sharpness 33.43724822998047
==> Epoch 45/2000
==> Test
Train Loss 1.6146303415298462	 Train Accuracy (%): 43.34000015258789 	 Test Accuracy (%): 40.61000061035156	 gHg: 1.6118313074111938	 smoothness 10.306020736694336	 sharpness 34.10845184326172
==> Epoch 46/2000
==> Test
Train Loss 1.6119649410247803	 Train Accuracy (%): 43.58000183105469 	 Test Accuracy (%): 40.22999954223633	 gHg: 7.268988132476807	 smoothness 6.933535099029541	 sharpness 35.713104248046875
==> Epoch 47/2000
==> Test
Train Loss 1.610243797302246	 Train Accuracy (%): 43.040000915527344 	 Test Accuracy (%): 40.959999084472656	 gHg: 12.698837280273438	 smoothness 14.88829231262207	 sharpness 35.08583450317383
==> Epoch 48/2000
==> Test
Train Loss 1.6018809080123901	 Train Accuracy (%): 42.779998779296875 	 Test Accuracy (%): 40.95000076293945	 gHg: 11.811531066894531	 smoothness 15.065605163574219	 sharpness 37.65891647338867
==> Epoch 49/2000
==> Test
Train Loss 1.5965169668197632	 Train Accuracy (%): 43.779998779296875 	 Test Accuracy (%): 41.34000015258789	 gHg: 8.825230598449707	 smoothness 12.37253475189209	 sharpness 37.138282775878906
==> Epoch 50/2000
==> Test
Train Loss 1.5941424369812012	 Train Accuracy (%): 43.439998626708984 	 Test Accuracy (%): 41.2599983215332	 gHg: 11.153177261352539	 smoothness 14.49205207824707	 sharpness 39.45734405517578
==> Epoch 51/2000
==> Test
Train Loss 1.6013054847717285	 Train Accuracy (%): 43.400001525878906 	 Test Accuracy (%): 41.540000915527344	 gHg: 11.479942321777344	 smoothness 13.676074028015137	 sharpness 38.46985626220703
==> Epoch 52/2000
==> Test
Train Loss 1.5929855108261108	 Train Accuracy (%): 44.2599983215332 	 Test Accuracy (%): 41.34000015258789	 gHg: 9.38555908203125	 smoothness 12.745380401611328	 sharpness 40.65011978149414
==> Epoch 53/2000
==> Test
Train Loss 1.5693552494049072	 Train Accuracy (%): 44.560001373291016 	 Test Accuracy (%): 41.220001220703125	 gHg: 4.372084617614746	 smoothness 11.870565414428711	 sharpness 38.49560546875
==> Epoch 54/2000
==> Test
Train Loss 1.569104552268982	 Train Accuracy (%): 45.040000915527344 	 Test Accuracy (%): 41.2400016784668	 gHg: 2.087563991546631	 smoothness 7.461050510406494	 sharpness 39.59144973754883
==> Epoch 55/2000
==> Test
Train Loss 1.5690094232559204	 Train Accuracy (%): 44.47999954223633 	 Test Accuracy (%): 41.27000045776367	 gHg: 7.387480735778809	 smoothness 9.119997024536133	 sharpness 40.937538146972656
==> Epoch 56/2000
==> Test
Train Loss 1.564273715019226	 Train Accuracy (%): 44.31999969482422 	 Test Accuracy (%): 41.2400016784668	 gHg: 22.01911735534668	 smoothness 15.4197359085083	 sharpness 38.01909637451172
==> Epoch 57/2000
==> Test
Train Loss 1.568983554840088	 Train Accuracy (%): 44.439998626708984 	 Test Accuracy (%): 41.400001525878906	 gHg: 40.12623596191406	 smoothness 18.373220443725586	 sharpness 42.461299896240234
==> Epoch 58/2000
==> Test
Train Loss 1.5754213333129883	 Train Accuracy (%): 44.15999984741211 	 Test Accuracy (%): 41.18000030517578	 gHg: 42.06801986694336	 smoothness 17.95502471923828	 sharpness 40.413875579833984
==> Epoch 59/2000
==> Test
Train Loss 1.5540971755981445	 Train Accuracy (%): 44.7599983215332 	 Test Accuracy (%): 41.970001220703125	 gHg: 39.455116271972656	 smoothness 17.216569900512695	 sharpness 42.79392623901367
==> Epoch 60/2000
==> Test
Train Loss 1.545386552810669	 Train Accuracy (%): 44.63999938964844 	 Test Accuracy (%): 41.790000915527344	 gHg: 18.941776275634766	 smoothness 14.86237621307373	 sharpness 38.80914306640625
==> Epoch 61/2000
==> Test
Train Loss 1.5392786264419556	 Train Accuracy (%): 45.13999938964844 	 Test Accuracy (%): 42.459999084472656	 gHg: 14.89289665222168	 smoothness 13.273934364318848	 sharpness 41.88949966430664
==> Epoch 62/2000
==> Test
Train Loss 1.5356863737106323	 Train Accuracy (%): 46.20000076293945 	 Test Accuracy (%): 41.7599983215332	 gHg: 16.630050659179688	 smoothness 14.045818328857422	 sharpness 38.50468826293945
==> Epoch 63/2000
==> Test
Train Loss 1.5322858095169067	 Train Accuracy (%): 45.79999923706055 	 Test Accuracy (%): 42.279998779296875	 gHg: 25.07349967956543	 smoothness 16.478559494018555	 sharpness 40.063995361328125
==> Epoch 64/2000
==> Test
Train Loss 1.542158842086792	 Train Accuracy (%): 45.65999984741211 	 Test Accuracy (%): 40.459999084472656	 gHg: 42.006839752197266	 smoothness 18.238771438598633	 sharpness 37.82473373413086
==> Epoch 65/2000
==> Test
Train Loss 1.554111123085022	 Train Accuracy (%): 45.36000061035156 	 Test Accuracy (%): 42.40999984741211	 gHg: 103.6819839477539	 smoothness 20.99321937561035	 sharpness 45.5098876953125
==> Epoch 66/2000
==> Test
Train Loss 1.5613394975662231	 Train Accuracy (%): 44.959999084472656 	 Test Accuracy (%): 40.59000015258789	 gHg: 90.71484375	 smoothness 19.022966384887695	 sharpness 40.66762161254883
==> Epoch 67/2000
==> Test
Train Loss 1.5525819063186646	 Train Accuracy (%): 44.65999984741211 	 Test Accuracy (%): 41.90999984741211	 gHg: 78.83260345458984	 smoothness 17.285749435424805	 sharpness 37.023929595947266
==> Epoch 68/2000
==> Test
Train Loss 1.51639986038208	 Train Accuracy (%): 45.36000061035156 	 Test Accuracy (%): 42.40999984741211	 gHg: 39.509796142578125	 smoothness 14.700873374938965	 sharpness 37.6721076965332
==> Epoch 69/2000
==> Test
Train Loss 1.5171294212341309	 Train Accuracy (%): 45.20000076293945 	 Test Accuracy (%): 41.529998779296875	 gHg: 19.084444046020508	 smoothness 12.366104125976562	 sharpness 32.10478973388672
==> Epoch 70/2000
==> Test
Train Loss 1.5005143880844116	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 42.029998779296875	 gHg: 29.59357261657715	 smoothness 13.14479923248291	 sharpness 32.892822265625
==> Epoch 71/2000
==> Test
Train Loss 1.5148115158081055	 Train Accuracy (%): 46.2400016784668 	 Test Accuracy (%): 41.849998474121094	 gHg: 38.85358428955078	 smoothness 16.478466033935547	 sharpness 35.2364501953125
==> Epoch 72/2000
==> Test
Train Loss 1.5012810230255127	 Train Accuracy (%): 47.7400016784668 	 Test Accuracy (%): 41.849998474121094	 gHg: 19.16028594970703	 smoothness 14.550315856933594	 sharpness 28.998979568481445
==> Epoch 73/2000
==> Test
Train Loss 1.5029375553131104	 Train Accuracy (%): 46.91999816894531 	 Test Accuracy (%): 42.81999969482422	 gHg: 19.46389389038086	 smoothness 10.326663970947266	 sharpness 33.38503646850586
==> Epoch 74/2000
==> Test
Train Loss 1.4945744276046753	 Train Accuracy (%): 46.63999938964844 	 Test Accuracy (%): 41.810001373291016	 gHg: 44.42829132080078	 smoothness 14.779516220092773	 sharpness 35.10402297973633
==> Epoch 75/2000
==> Test
Train Loss 1.4977507591247559	 Train Accuracy (%): 47.47999954223633 	 Test Accuracy (%): 42.95000076293945	 gHg: 35.57417297363281	 smoothness 16.04349136352539	 sharpness 31.679004669189453
==> Epoch 76/2000
==> Test
Train Loss 1.4843229055404663	 Train Accuracy (%): 47.13999938964844 	 Test Accuracy (%): 43.2599983215332	 gHg: 16.686737060546875	 smoothness 11.06298828125	 sharpness 32.630699157714844
==> Epoch 77/2000
==> Test
Train Loss 1.5030487775802612	 Train Accuracy (%): 47.02000045776367 	 Test Accuracy (%): 41.40999984741211	 gHg: 53.425880432128906	 smoothness 11.567610740661621	 sharpness 33.45030212402344
==> Epoch 78/2000
==> Test
Train Loss 1.5084513425827026	 Train Accuracy (%): 47.720001220703125 	 Test Accuracy (%): 42.70000076293945	 gHg: 68.64643096923828	 smoothness 17.366891860961914	 sharpness 35.06138610839844
==> Epoch 79/2000
==> Test
Train Loss 1.4803574085235596	 Train Accuracy (%): 47.02000045776367 	 Test Accuracy (%): 42.529998779296875	 gHg: 11.786322593688965	 smoothness 11.514973640441895	 sharpness 31.974472045898438
==> Epoch 80/2000
==> Test
Train Loss 1.496311902999878	 Train Accuracy (%): 46.220001220703125 	 Test Accuracy (%): 42.65999984741211	 gHg: 35.2191162109375	 smoothness 9.482259750366211	 sharpness 29.59459686279297
==> Epoch 81/2000
==> Test
Train Loss 1.4744129180908203	 Train Accuracy (%): 48.040000915527344 	 Test Accuracy (%): 43.06999969482422	 gHg: 14.32358169555664	 smoothness 14.251948356628418	 sharpness 32.42420196533203
==> Epoch 82/2000
==> Test
Train Loss 1.4651557207107544	 Train Accuracy (%): 48.15999984741211 	 Test Accuracy (%): 43.40999984741211	 gHg: 12.019594192504883	 smoothness 4.315297603607178	 sharpness 32.40053176879883
==> Epoch 83/2000
==> Test
Train Loss 1.454157829284668	 Train Accuracy (%): 48.13999938964844 	 Test Accuracy (%): 43.939998626708984	 gHg: 18.75398826599121	 smoothness 15.899590492248535	 sharpness 29.129133224487305
==> Epoch 84/2000
==> Test
Train Loss 1.4525024890899658	 Train Accuracy (%): 49.119998931884766 	 Test Accuracy (%): 42.72999954223633	 gHg: 4.973543167114258	 smoothness 8.15083122253418	 sharpness 35.01122283935547
==> Epoch 85/2000
==> Test
Train Loss 1.4544399976730347	 Train Accuracy (%): 48.65999984741211 	 Test Accuracy (%): 43.54999923706055	 gHg: 16.81983757019043	 smoothness 14.888588905334473	 sharpness 33.39165115356445
==> Epoch 86/2000
==> Test
Train Loss 1.4501005411148071	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 43.09000015258789	 gHg: 2.766460418701172	 smoothness 9.417283058166504	 sharpness 33.5687141418457
==> Epoch 87/2000
==> Test
Train Loss 1.4338791370391846	 Train Accuracy (%): 48.91999816894531 	 Test Accuracy (%): 42.779998779296875	 gHg: 10.397188186645508	 smoothness 7.518293380737305	 sharpness 34.67808532714844
==> Epoch 88/2000
==> Test
Train Loss 1.4378278255462646	 Train Accuracy (%): 49.619998931884766 	 Test Accuracy (%): 43.02000045776367	 gHg: 7.768932819366455	 smoothness 12.989364624023438	 sharpness 35.688438415527344
==> Epoch 89/2000
==> Test
Train Loss 1.435380220413208	 Train Accuracy (%): 49.720001220703125 	 Test Accuracy (%): 43.650001525878906	 gHg: 7.512274742126465	 smoothness 6.28444242477417	 sharpness 35.40606689453125
==> Epoch 90/2000
==> Test
Train Loss 1.4292854070663452	 Train Accuracy (%): 49.08000183105469 	 Test Accuracy (%): 43.290000915527344	 gHg: 20.938812255859375	 smoothness 14.794880867004395	 sharpness 37.56949234008789
==> Epoch 91/2000
==> Test
Train Loss 1.4287930727005005	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 43.630001068115234	 gHg: 12.716670036315918	 smoothness 12.944612503051758	 sharpness 36.791690826416016
==> Epoch 92/2000
==> Test
Train Loss 1.4151352643966675	 Train Accuracy (%): 50.880001068115234 	 Test Accuracy (%): 43.790000915527344	 gHg: 12.316926002502441	 smoothness 8.416776657104492	 sharpness 37.894805908203125
==> Epoch 93/2000
==> Test
Train Loss 1.4185168743133545	 Train Accuracy (%): 49.20000076293945 	 Test Accuracy (%): 43.560001373291016	 gHg: 37.561546325683594	 smoothness 15.40971565246582	 sharpness 38.805118560791016
==> Epoch 94/2000
==> Test
Train Loss 1.4321311712265015	 Train Accuracy (%): 49.52000045776367 	 Test Accuracy (%): 43.31999969482422	 gHg: 36.720279693603516	 smoothness 17.172821044921875	 sharpness 38.31745529174805
==> Epoch 95/2000
==> Test
Train Loss 1.4119600057601929	 Train Accuracy (%): 50.119998931884766 	 Test Accuracy (%): 44.13999938964844	 gHg: 21.117843627929688	 smoothness 11.687887191772461	 sharpness 39.51758575439453
==> Epoch 96/2000
==> Test
Train Loss 1.4213966131210327	 Train Accuracy (%): 49.779998779296875 	 Test Accuracy (%): 42.70000076293945	 gHg: 41.10491943359375	 smoothness 14.754805564880371	 sharpness 39.223045349121094
==> Epoch 97/2000
==> Test
Train Loss 1.4180314540863037	 Train Accuracy (%): 49.599998474121094 	 Test Accuracy (%): 43.65999984741211	 gHg: 29.030467987060547	 smoothness 15.535686492919922	 sharpness 39.067832946777344
==> Epoch 98/2000
==> Test
Train Loss 1.3942960500717163	 Train Accuracy (%): 50.34000015258789 	 Test Accuracy (%): 44.20000076293945	 gHg: 10.383675575256348	 smoothness 9.730299949645996	 sharpness 38.2225341796875
==> Epoch 99/2000
==> Test
Train Loss 1.3963439464569092	 Train Accuracy (%): 51.040000915527344 	 Test Accuracy (%): 42.650001525878906	 gHg: 37.794471740722656	 smoothness 13.41678524017334	 sharpness 40.11766052246094
==> Epoch 100/2000
==> Test
Train Loss 1.418845534324646	 Train Accuracy (%): 50.18000030517578 	 Test Accuracy (%): 44.119998931884766	 gHg: 54.5159912109375	 smoothness 16.775123596191406	 sharpness 39.800113677978516
==> Epoch 101/2000
==> Test
Train Loss 1.4049910306930542	 Train Accuracy (%): 49.939998626708984 	 Test Accuracy (%): 42.15999984741211	 gHg: 73.74201965332031	 smoothness 15.453500747680664	 sharpness 37.83142852783203
==> Epoch 102/2000
==> Test
Train Loss 1.4372037649154663	 Train Accuracy (%): 49.36000061035156 	 Test Accuracy (%): 43.869998931884766	 gHg: 118.39881134033203	 smoothness 19.373741149902344	 sharpness 40.39377975463867
==> Epoch 103/2000
==> Test
Train Loss 1.4240878820419312	 Train Accuracy (%): 49.540000915527344 	 Test Accuracy (%): 42.5	 gHg: 84.39466857910156	 smoothness 16.459909439086914	 sharpness 40.940555572509766
==> Epoch 104/2000
==> Test
Train Loss 1.3955469131469727	 Train Accuracy (%): 51.02000045776367 	 Test Accuracy (%): 43.88999938964844	 gHg: 40.14522171020508	 smoothness 13.745849609375	 sharpness 35.016998291015625
==> Epoch 105/2000
==> Test
Train Loss 1.3695542812347412	 Train Accuracy (%): 50.959999084472656 	 Test Accuracy (%): 44.380001068115234	 gHg: 14.479397773742676	 smoothness 11.376693725585938	 sharpness 31.44394874572754
==> Epoch 106/2000
==> Test
Train Loss 1.3839671611785889	 Train Accuracy (%): 50.63999938964844 	 Test Accuracy (%): 43.93000030517578	 gHg: 18.4603271484375	 smoothness 9.73696517944336	 sharpness 33.826847076416016
==> Epoch 107/2000
==> Test
Train Loss 1.3837013244628906	 Train Accuracy (%): 51.41999816894531 	 Test Accuracy (%): 44.61000061035156	 gHg: 23.242145538330078	 smoothness 13.942152976989746	 sharpness 31.86820411682129
==> Epoch 108/2000
==> Test
Train Loss 1.3701882362365723	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 44.619998931884766	 gHg: 13.066352844238281	 smoothness 12.53781509399414	 sharpness 33.84574890136719
==> Epoch 109/2000
==> Test
Train Loss 1.3743197917938232	 Train Accuracy (%): 51.599998474121094 	 Test Accuracy (%): 43.439998626708984	 gHg: 13.2870454788208	 smoothness 9.336819648742676	 sharpness 32.28627014160156
==> Epoch 110/2000
==> Test
Train Loss 1.3717786073684692	 Train Accuracy (%): 51.65999984741211 	 Test Accuracy (%): 44.560001373291016	 gHg: 46.631256103515625	 smoothness 16.0443058013916	 sharpness 34.36549377441406
==> Epoch 111/2000
==> Test
Train Loss 1.3658639192581177	 Train Accuracy (%): 51.18000030517578 	 Test Accuracy (%): 44.11000061035156	 gHg: 31.525371551513672	 smoothness 16.232500076293945	 sharpness 32.38802719116211
==> Epoch 112/2000
==> Test
Train Loss 1.3589636087417603	 Train Accuracy (%): 51.459999084472656 	 Test Accuracy (%): 44.34000015258789	 gHg: 13.871932029724121	 smoothness 11.456727027893066	 sharpness 33.90262985229492
==> Epoch 113/2000
==> Test
Train Loss 1.3589930534362793	 Train Accuracy (%): 51.36000061035156 	 Test Accuracy (%): 45.15999984741211	 gHg: 29.192411422729492	 smoothness 10.839154243469238	 sharpness 36.60177230834961
==> Epoch 114/2000
==> Test
Train Loss 1.368443489074707	 Train Accuracy (%): 51.20000076293945 	 Test Accuracy (%): 43.16999816894531	 gHg: 55.49053955078125	 smoothness 15.735791206359863	 sharpness 35.63502502441406
==> Epoch 115/2000
==> Test
Train Loss 1.3649687767028809	 Train Accuracy (%): 52.459999084472656 	 Test Accuracy (%): 44.869998931884766	 gHg: 101.60408782958984	 smoothness 18.213289260864258	 sharpness 43.226924896240234
==> Epoch 116/2000
==> Test
Train Loss 1.3716298341751099	 Train Accuracy (%): 51.060001373291016 	 Test Accuracy (%): 44.5099983215332	 gHg: 65.2398910522461	 smoothness 16.97325325012207	 sharpness 41.04058074951172
==> Epoch 117/2000
==> Test
Train Loss 1.340354323387146	 Train Accuracy (%): 52.459999084472656 	 Test Accuracy (%): 44.810001373291016	 gHg: 12.84830093383789	 smoothness 12.204391479492188	 sharpness 37.20176315307617
==> Epoch 118/2000
==> Test
Train Loss 1.346796989440918	 Train Accuracy (%): 52.97999954223633 	 Test Accuracy (%): 44.90999984741211	 gHg: 39.12232208251953	 smoothness 5.797347545623779	 sharpness 38.228519439697266
==> Epoch 119/2000
==> Test
Train Loss 1.3746585845947266	 Train Accuracy (%): 51.0 	 Test Accuracy (%): 44.45000076293945	 gHg: 82.99819946289062	 smoothness 19.95376968383789	 sharpness 40.656280517578125
==> Epoch 120/2000
==> Test
Train Loss 1.3435481786727905	 Train Accuracy (%): 52.18000030517578 	 Test Accuracy (%): 44.90999984741211	 gHg: 31.94928550720215	 smoothness 14.355950355529785	 sharpness 35.99250030517578
==> Epoch 121/2000
==> Test
Train Loss 1.3525515794754028	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 45.81999969482422	 gHg: 24.54595375061035	 smoothness 8.181780815124512	 sharpness 36.985321044921875
==> Epoch 122/2000
==> Test
Train Loss 1.3402540683746338	 Train Accuracy (%): 52.68000030517578 	 Test Accuracy (%): 45.0	 gHg: 41.01390838623047	 smoothness 14.523114204406738	 sharpness 37.489742279052734
==> Epoch 123/2000
==> Test
Train Loss 1.3269845247268677	 Train Accuracy (%): 53.779998779296875 	 Test Accuracy (%): 44.540000915527344	 gHg: 17.13837432861328	 smoothness 12.18704891204834	 sharpness 36.53195571899414
==> Epoch 124/2000
==> Test
Train Loss 1.3552546501159668	 Train Accuracy (%): 52.220001220703125 	 Test Accuracy (%): 45.279998779296875	 gHg: 88.69202423095703	 smoothness 10.64685344696045	 sharpness 38.90400695800781
==> Epoch 125/2000
==> Test
Train Loss 1.3531341552734375	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 44.06999969482422	 gHg: 74.02925109863281	 smoothness 17.684358596801758	 sharpness 36.75990295410156
==> Epoch 126/2000
==> Test
Train Loss 1.326366901397705	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 42.25	 gHg: 23.972232818603516	 smoothness 10.644062995910645	 sharpness 39.170196533203125
==> Epoch 127/2000
==> Test
Train Loss 1.3734809160232544	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 45.25	 gHg: 189.90121459960938	 smoothness 14.152817726135254	 sharpness 41.1363410949707
==> Epoch 128/2000
==> Test
Train Loss 1.3903238773345947	 Train Accuracy (%): 51.060001373291016 	 Test Accuracy (%): 44.43000030517578	 gHg: 105.4333267211914	 smoothness 17.136592864990234	 sharpness 39.8953971862793
==> Epoch 129/2000
==> Test
Train Loss 1.3615753650665283	 Train Accuracy (%): 51.959999084472656 	 Test Accuracy (%): 42.650001525878906	 gHg: 40.93415832519531	 smoothness 9.450791358947754	 sharpness 38.96302032470703
==> Epoch 130/2000
==> Test
Train Loss 1.3983529806137085	 Train Accuracy (%): 50.380001068115234 	 Test Accuracy (%): 44.439998626708984	 gHg: 206.5403289794922	 smoothness 15.666789054870605	 sharpness 41.148216247558594
==> Epoch 131/2000
==> Test
Train Loss 1.3506419658660889	 Train Accuracy (%): 52.439998626708984 	 Test Accuracy (%): 43.70000076293945	 gHg: 47.919410705566406	 smoothness 13.891610145568848	 sharpness 33.60605239868164
==> Epoch 132/2000
==> Test
Train Loss 1.3568662405014038	 Train Accuracy (%): 52.18000030517578 	 Test Accuracy (%): 43.88999938964844	 gHg: 33.77143859863281	 smoothness 7.356018543243408	 sharpness 34.96709060668945
==> Epoch 133/2000
==> Test
Train Loss 1.3315914869308472	 Train Accuracy (%): 52.79999923706055 	 Test Accuracy (%): 44.439998626708984	 gHg: 26.729232788085938	 smoothness 12.19498062133789	 sharpness 33.1198616027832
==> Epoch 134/2000
==> Test
Train Loss 1.3246973752975464	 Train Accuracy (%): 53.47999954223633 	 Test Accuracy (%): 45.290000915527344	 gHg: 29.17739486694336	 smoothness 7.327646732330322	 sharpness 28.09923553466797
==> Epoch 135/2000
==> Test
Train Loss 1.3324668407440186	 Train Accuracy (%): 53.2400016784668 	 Test Accuracy (%): 45.31999969482422	 gHg: 16.287527084350586	 smoothness 11.864998817443848	 sharpness 28.71877098083496
==> Epoch 136/2000
==> Test
Train Loss 1.3272581100463867	 Train Accuracy (%): 51.86000061035156 	 Test Accuracy (%): 44.58000183105469	 gHg: 26.207942962646484	 smoothness 6.826606750488281	 sharpness 32.92759704589844
==> Epoch 137/2000
==> Test
Train Loss 1.315140962600708	 Train Accuracy (%): 53.619998931884766 	 Test Accuracy (%): 44.66999816894531	 gHg: 17.404226303100586	 smoothness 11.76169490814209	 sharpness 30.182445526123047
==> Epoch 138/2000
==> Test
Train Loss 1.3177282810211182	 Train Accuracy (%): 53.119998931884766 	 Test Accuracy (%): 45.0099983215332	 gHg: 24.044158935546875	 smoothness 7.308609962463379	 sharpness 30.756263732910156
==> Epoch 139/2000
==> Test
Train Loss 1.2877135276794434	 Train Accuracy (%): 54.02000045776367 	 Test Accuracy (%): 44.709999084472656	 gHg: 13.478943824768066	 smoothness 11.554326057434082	 sharpness 32.99940872192383
==> Epoch 140/2000
==> Test
Train Loss 1.3075937032699585	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 44.29999923706055	 gHg: 24.255260467529297	 smoothness 8.277743339538574	 sharpness 34.2119026184082
==> Epoch 141/2000
==> Test
Train Loss 1.2813202142715454	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 44.18000030517578	 gHg: 14.158245086669922	 smoothness 11.65135383605957	 sharpness 35.36613464355469
==> Epoch 142/2000
==> Test
Train Loss 1.2912945747375488	 Train Accuracy (%): 53.36000061035156 	 Test Accuracy (%): 46.22999954223633	 gHg: 28.614227294921875	 smoothness 9.944744110107422	 sharpness 34.25334548950195
==> Epoch 143/2000
==> Test
Train Loss 1.2819740772247314	 Train Accuracy (%): 54.779998779296875 	 Test Accuracy (%): 44.79999923706055	 gHg: 18.621051788330078	 smoothness 12.902159690856934	 sharpness 38.15353775024414
==> Epoch 144/2000
==> Test
Train Loss 1.2791552543640137	 Train Accuracy (%): 55.5 	 Test Accuracy (%): 45.599998474121094	 gHg: 36.54070281982422	 smoothness 11.38149356842041	 sharpness 39.62466812133789
==> Epoch 145/2000
==> Test
Train Loss 1.2843637466430664	 Train Accuracy (%): 54.279998779296875 	 Test Accuracy (%): 44.290000915527344	 gHg: 47.46221923828125	 smoothness 16.029890060424805	 sharpness 39.72759246826172
==> Epoch 146/2000
==> Test
Train Loss 1.2842339277267456	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 45.25	 gHg: 72.19388580322266	 smoothness 15.81131362915039	 sharpness 35.32942581176758
==> Epoch 147/2000
==> Test
Train Loss 1.290809154510498	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 44.70000076293945	 gHg: 144.86776733398438	 smoothness 19.52515411376953	 sharpness 44.50228500366211
==> Epoch 148/2000
==> Test
Train Loss 1.3357245922088623	 Train Accuracy (%): 52.20000076293945 	 Test Accuracy (%): 44.790000915527344	 gHg: 148.40650939941406	 smoothness 18.50843620300293	 sharpness 37.740116119384766
==> Epoch 149/2000
==> Test
Train Loss 1.3308244943618774	 Train Accuracy (%): 52.619998931884766 	 Test Accuracy (%): 45.540000915527344	 gHg: 164.69833374023438	 smoothness 17.877548217773438	 sharpness 38.575904846191406
==> Epoch 150/2000
==> Test
Train Loss 1.286240577697754	 Train Accuracy (%): 54.34000015258789 	 Test Accuracy (%): 45.709999084472656	 gHg: 53.45914077758789	 smoothness 14.337939262390137	 sharpness 33.872108459472656
==> Epoch 151/2000
==> Test
Train Loss 1.2688353061676025	 Train Accuracy (%): 54.34000015258789 	 Test Accuracy (%): 46.029998779296875	 gHg: 28.07977294921875	 smoothness 9.845304489135742	 sharpness 34.468502044677734
==> Epoch 152/2000
==> Test
Train Loss 1.2818803787231445	 Train Accuracy (%): 55.040000915527344 	 Test Accuracy (%): 45.060001373291016	 gHg: 61.50695037841797	 smoothness 12.990554809570312	 sharpness 34.828128814697266
==> Epoch 153/2000
==> Test
Train Loss 1.278281331062317	 Train Accuracy (%): 55.2599983215332 	 Test Accuracy (%): 45.459999084472656	 gHg: 34.69633865356445	 smoothness 14.532218933105469	 sharpness 31.20416831970215
==> Epoch 154/2000
==> Test
Train Loss 1.251619577407837	 Train Accuracy (%): 55.459999084472656 	 Test Accuracy (%): 45.279998779296875	 gHg: 13.344061851501465	 smoothness 8.843168258666992	 sharpness 31.85110855102539
==> Epoch 155/2000
==> Test
Train Loss 1.2844189405441284	 Train Accuracy (%): 53.79999923706055 	 Test Accuracy (%): 44.18000030517578	 gHg: 122.8369140625	 smoothness 15.255573272705078	 sharpness 39.82939147949219
==> Epoch 156/2000
==> Test
Train Loss 1.279802918434143	 Train Accuracy (%): 54.459999084472656 	 Test Accuracy (%): 44.209999084472656	 gHg: 31.812397003173828	 smoothness 15.224020004272461	 sharpness 34.47169494628906
==> Epoch 157/2000
==> Test
Train Loss 1.2830079793930054	 Train Accuracy (%): 54.560001373291016 	 Test Accuracy (%): 46.08000183105469	 gHg: 39.030399322509766	 smoothness 6.312486171722412	 sharpness 32.574256896972656
==> Epoch 158/2000
==> Test
Train Loss 1.276634931564331	 Train Accuracy (%): 54.13999938964844 	 Test Accuracy (%): 45.22999954223633	 gHg: 64.7413330078125	 smoothness 15.9994478225708	 sharpness 34.01802062988281
==> Epoch 159/2000
==> Test
Train Loss 1.247623085975647	 Train Accuracy (%): 55.20000076293945 	 Test Accuracy (%): 44.52000045776367	 gHg: 31.98430633544922	 smoothness 10.898119926452637	 sharpness 32.80253601074219
==> Epoch 160/2000
==> Test
Train Loss 1.2559056282043457	 Train Accuracy (%): 54.7599983215332 	 Test Accuracy (%): 45.95000076293945	 gHg: 44.25743103027344	 smoothness 12.492974281311035	 sharpness 31.51633644104004
==> Epoch 161/2000
==> Test
Train Loss 1.251833438873291	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 45.630001068115234	 gHg: 39.311309814453125	 smoothness 13.135490417480469	 sharpness 33.79618835449219
==> Epoch 162/2000
==> Test
Train Loss 1.240539789199829	 Train Accuracy (%): 55.63999938964844 	 Test Accuracy (%): 45.31999969482422	 gHg: 40.00857162475586	 smoothness 13.030426979064941	 sharpness 34.855098724365234
==> Epoch 163/2000
==> Test
Train Loss 1.232773780822754	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 45.4900016784668	 gHg: 28.857900619506836	 smoothness 11.388723373413086	 sharpness 31.695514678955078
==> Epoch 164/2000
==> Test
Train Loss 1.2334654331207275	 Train Accuracy (%): 55.08000183105469 	 Test Accuracy (%): 45.75	 gHg: 29.207557678222656	 smoothness 13.28880500793457	 sharpness 33.92653274536133
==> Epoch 165/2000
==> Test
Train Loss 1.215865969657898	 Train Accuracy (%): 56.91999816894531 	 Test Accuracy (%): 46.150001525878906	 gHg: 17.33495330810547	 smoothness 11.545503616333008	 sharpness 32.08066940307617
==> Epoch 166/2000
==> Test
Train Loss 1.213058352470398	 Train Accuracy (%): 57.18000030517578 	 Test Accuracy (%): 45.900001525878906	 gHg: 14.318035125732422	 smoothness 11.208897590637207	 sharpness 33.710693359375
==> Epoch 167/2000
==> Test
Train Loss 1.2038789987564087	 Train Accuracy (%): 57.060001373291016 	 Test Accuracy (%): 46.0099983215332	 gHg: 19.623409271240234	 smoothness 11.729570388793945	 sharpness 34.86799621582031
==> Epoch 168/2000
==> Test
Train Loss 1.208620309829712	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 46.31999969482422	 gHg: 23.749231338500977	 smoothness 14.269755363464355	 sharpness 33.36531066894531
==> Epoch 169/2000
==> Test
Train Loss 1.1992789506912231	 Train Accuracy (%): 57.779998779296875 	 Test Accuracy (%): 46.220001220703125	 gHg: 16.418315887451172	 smoothness 11.74713134765625	 sharpness 34.56740951538086
==> Epoch 170/2000
==> Test
Train Loss 1.2058254480361938	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 46.13999938964844	 gHg: 29.182361602783203	 smoothness 13.269862174987793	 sharpness 34.45059585571289
==> Epoch 171/2000
==> Test
Train Loss 1.1907334327697754	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 46.06999969482422	 gHg: 26.164520263671875	 smoothness 14.787940979003906	 sharpness 37.37406539916992
==> Epoch 172/2000
==> Test
Train Loss 1.1967382431030273	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 46.18000030517578	 gHg: 11.432973861694336	 smoothness 11.648841857910156	 sharpness 37.4607048034668
==> Epoch 173/2000
==> Test
Train Loss 1.1974363327026367	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 46.2599983215332	 gHg: 16.02804183959961	 smoothness 8.960714340209961	 sharpness 36.8194580078125
==> Epoch 174/2000
==> Test
Train Loss 1.1902809143066406	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 45.040000915527344	 gHg: 31.132080078125	 smoothness 13.477195739746094	 sharpness 41.887699127197266
==> Epoch 175/2000
==> Test
Train Loss 1.199356198310852	 Train Accuracy (%): 57.20000076293945 	 Test Accuracy (%): 46.13999938964844	 gHg: 57.0391845703125	 smoothness 16.05513572692871	 sharpness 36.95436477661133
==> Epoch 176/2000
==> Test
Train Loss 1.2108207941055298	 Train Accuracy (%): 56.63999938964844 	 Test Accuracy (%): 44.939998626708984	 gHg: 76.6543197631836	 smoothness 17.910566329956055	 sharpness 44.43008041381836
==> Epoch 177/2000
==> Test
Train Loss 1.212890863418579	 Train Accuracy (%): 56.63999938964844 	 Test Accuracy (%): 45.7400016784668	 gHg: 99.08186340332031	 smoothness 16.996231079101562	 sharpness 41.77619934082031
==> Epoch 178/2000
==> Test
Train Loss 1.2184478044509888	 Train Accuracy (%): 56.29999923706055 	 Test Accuracy (%): 45.2400016784668	 gHg: 73.74118041992188	 smoothness 16.64341163635254	 sharpness 42.35658645629883
==> Epoch 179/2000
==> Test
Train Loss 1.1930629014968872	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 45.43000030517578	 gHg: 37.30854034423828	 smoothness 14.503625869750977	 sharpness 36.040016174316406
==> Epoch 180/2000
==> Test
Train Loss 1.1613577604293823	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 46.189998626708984	 gHg: 29.18692970275879	 smoothness 11.97705364227295	 sharpness 34.82179641723633
==> Epoch 181/2000
==> Test
Train Loss 1.170690655708313	 Train Accuracy (%): 58.619998931884766 	 Test Accuracy (%): 45.119998931884766	 gHg: 33.61156463623047	 smoothness 12.835761070251465	 sharpness 41.093990325927734
==> Epoch 182/2000
==> Test
Train Loss 1.184615969657898	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 45.599998474121094	 gHg: 23.997390747070312	 smoothness 14.65817928314209	 sharpness 35.48155212402344
==> Epoch 183/2000
==> Test
Train Loss 1.1595062017440796	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.33000183105469	 gHg: 9.305219650268555	 smoothness 9.698737144470215	 sharpness 34.540184020996094
==> Epoch 184/2000
==> Test
Train Loss 1.1610853672027588	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 45.86000061035156	 gHg: 13.51639461517334	 smoothness 9.189282417297363	 sharpness 36.494773864746094
==> Epoch 185/2000
==> Test
Train Loss 1.172666072845459	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 46.45000076293945	 gHg: 16.968318939208984	 smoothness 13.243691444396973	 sharpness 34.811222076416016
==> Epoch 186/2000
==> Test
Train Loss 1.154039978981018	 Train Accuracy (%): 58.2400016784668 	 Test Accuracy (%): 46.5	 gHg: 6.298722743988037	 smoothness 10.03979206085205	 sharpness 37.99703598022461
==> Epoch 187/2000
==> Test
Train Loss 1.1552791595458984	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 46.06999969482422	 gHg: 8.420330047607422	 smoothness 7.186675071716309	 sharpness 36.35648727416992
==> Epoch 188/2000
==> Test
Train Loss 1.160904049873352	 Train Accuracy (%): 58.040000915527344 	 Test Accuracy (%): 46.75	 gHg: 18.81673812866211	 smoothness 12.531485557556152	 sharpness 36.91377639770508
==> Epoch 189/2000
==> Test
Train Loss 1.1507240533828735	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 46.130001068115234	 gHg: 18.14752960205078	 smoothness 12.0392427444458	 sharpness 35.209999084472656
==> Epoch 190/2000
==> Test
Train Loss 1.1765460968017578	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 46.72999954223633	 gHg: 19.64893341064453	 smoothness 12.504740715026855	 sharpness 37.72737503051758
==> Epoch 191/2000
==> Test
Train Loss 1.1498922109603882	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 46.70000076293945	 gHg: 16.91217613220215	 smoothness 11.254434585571289	 sharpness 38.58124542236328
==> Epoch 192/2000
==> Test
Train Loss 1.1483566761016846	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 45.599998474121094	 gHg: 28.242488861083984	 smoothness 12.278671264648438	 sharpness 42.49983596801758
==> Epoch 193/2000
==> Test
Train Loss 1.1684690713882446	 Train Accuracy (%): 58.099998474121094 	 Test Accuracy (%): 46.7599983215332	 gHg: 58.55144500732422	 smoothness 15.281064987182617	 sharpness 40.905574798583984
==> Epoch 194/2000
==> Test
Train Loss 1.1699036359786987	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 46.45000076293945	 gHg: 56.714141845703125	 smoothness 15.93356704711914	 sharpness 41.97114562988281
==> Epoch 195/2000
==> Test
Train Loss 1.1710643768310547	 Train Accuracy (%): 58.63999938964844 	 Test Accuracy (%): 45.630001068115234	 gHg: 74.79058837890625	 smoothness 14.865082740783691	 sharpness 42.8707160949707
==> Epoch 196/2000
==> Test
Train Loss 1.1563165187835693	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 46.310001373291016	 gHg: 97.4765853881836	 smoothness 17.246904373168945	 sharpness 40.19845199584961
==> Epoch 197/2000
==> Test
Train Loss 1.1811238527297974	 Train Accuracy (%): 57.79999923706055 	 Test Accuracy (%): 45.0099983215332	 gHg: 148.60333251953125	 smoothness 17.861122131347656	 sharpness 45.375667572021484
==> Epoch 198/2000
==> Test
Train Loss 1.222090721130371	 Train Accuracy (%): 56.400001525878906 	 Test Accuracy (%): 44.970001220703125	 gHg: 154.09207153320312	 smoothness 18.107582092285156	 sharpness 41.260643005371094
==> Epoch 199/2000
==> Test
Train Loss 1.1806279420852661	 Train Accuracy (%): 56.91999816894531 	 Test Accuracy (%): 45.470001220703125	 gHg: 103.66321563720703	 smoothness 16.109895706176758	 sharpness 38.62507629394531
==> Epoch 200/2000
==> Test
Train Loss 1.1544487476348877	 Train Accuracy (%): 59.18000030517578 	 Test Accuracy (%): 46.65999984741211	 gHg: 37.188602447509766	 smoothness 11.111185073852539	 sharpness 36.58470153808594
==> Epoch 201/2000
==> Test
Train Loss 1.1457098722457886	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 45.599998474121094	 gHg: 65.75856018066406	 smoothness 12.130266189575195	 sharpness 36.63581466674805
==> Epoch 202/2000
==> Test
Train Loss 1.149583101272583	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 45.650001525878906	 gHg: 51.064109802246094	 smoothness 14.255145072937012	 sharpness 33.695281982421875
==> Epoch 203/2000
==> Test
Train Loss 1.150740385055542	 Train Accuracy (%): 59.2400016784668 	 Test Accuracy (%): 46.0099983215332	 gHg: 50.528411865234375	 smoothness 11.535321235656738	 sharpness 33.28832244873047
==> Epoch 204/2000
==> Test
Train Loss 1.1632475852966309	 Train Accuracy (%): 58.439998626708984 	 Test Accuracy (%): 46.11000061035156	 gHg: 54.318546295166016	 smoothness 14.319214820861816	 sharpness 37.208091735839844
==> Epoch 205/2000
==> Test
Train Loss 1.1296641826629639	 Train Accuracy (%): 59.7599983215332 	 Test Accuracy (%): 45.529998779296875	 gHg: 33.11110305786133	 smoothness 11.214200973510742	 sharpness 34.535213470458984
==> Epoch 206/2000
==> Test
Train Loss 1.1354604959487915	 Train Accuracy (%): 59.459999084472656 	 Test Accuracy (%): 46.54999923706055	 gHg: 42.676551818847656	 smoothness 12.257859230041504	 sharpness 34.09668731689453
==> Epoch 207/2000
==> Test
Train Loss 1.1289931535720825	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 46.31999969482422	 gHg: 31.627349853515625	 smoothness 11.947242736816406	 sharpness 35.71793746948242
==> Epoch 208/2000
==> Test
Train Loss 1.1285655498504639	 Train Accuracy (%): 59.380001068115234 	 Test Accuracy (%): 46.52000045776367	 gHg: 25.159378051757812	 smoothness 11.570698738098145	 sharpness 36.24822998046875
==> Epoch 209/2000
==> Test
Train Loss 1.1067664623260498	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 46.400001525878906	 gHg: 18.49797821044922	 smoothness 9.524759292602539	 sharpness 35.070125579833984
==> Epoch 210/2000
==> Test
Train Loss 1.1182292699813843	 Train Accuracy (%): 59.65999984741211 	 Test Accuracy (%): 46.61000061035156	 gHg: 28.42971420288086	 smoothness 12.47569751739502	 sharpness 36.143104553222656
==> Epoch 211/2000
==> Test
Train Loss 1.0972208976745605	 Train Accuracy (%): 61.060001373291016 	 Test Accuracy (%): 46.560001373291016	 gHg: 18.19631004333496	 smoothness 11.595329284667969	 sharpness 37.72768783569336
==> Epoch 212/2000
==> Test
Train Loss 1.116346836090088	 Train Accuracy (%): 60.939998626708984 	 Test Accuracy (%): 46.22999954223633	 gHg: 43.06207275390625	 smoothness 12.118329048156738	 sharpness 37.285438537597656
==> Epoch 213/2000
==> Test
Train Loss 1.1131216287612915	 Train Accuracy (%): 59.939998626708984 	 Test Accuracy (%): 46.77000045776367	 gHg: 28.956947326660156	 smoothness 15.029094696044922	 sharpness 40.959022521972656
==> Epoch 214/2000
==> Test
Train Loss 1.0924022197723389	 Train Accuracy (%): 61.040000915527344 	 Test Accuracy (%): 46.709999084472656	 gHg: 15.642998695373535	 smoothness 8.130412101745605	 sharpness 37.79045104980469
==> Epoch 215/2000
==> Test
Train Loss 1.1237378120422363	 Train Accuracy (%): 60.31999969482422 	 Test Accuracy (%): 46.560001373291016	 gHg: 74.72091674804688	 smoothness 15.321680068969727	 sharpness 40.03660583496094
==> Epoch 216/2000
==> Test
Train Loss 1.1183973550796509	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 46.279998779296875	 gHg: 49.759727478027344	 smoothness 15.433195114135742	 sharpness 40.7940673828125
==> Epoch 217/2000
==> Test
Train Loss 1.1030728816986084	 Train Accuracy (%): 60.2400016784668 	 Test Accuracy (%): 46.43000030517578	 gHg: 56.94145584106445	 smoothness 10.804372787475586	 sharpness 40.82023239135742
==> Epoch 218/2000
==> Test
Train Loss 1.1480015516281128	 Train Accuracy (%): 58.68000030517578 	 Test Accuracy (%): 46.36000061035156	 gHg: 113.6358642578125	 smoothness 17.545536041259766	 sharpness 39.40586471557617
==> Epoch 219/2000
==> Test
Train Loss 1.1162464618682861	 Train Accuracy (%): 60.86000061035156 	 Test Accuracy (%): 45.869998931884766	 gHg: 72.71810913085938	 smoothness 13.85272216796875	 sharpness 39.04755783081055
==> Epoch 220/2000
==> Test
Train Loss 1.1567134857177734	 Train Accuracy (%): 58.040000915527344 	 Test Accuracy (%): 45.810001373291016	 gHg: 170.29136657714844	 smoothness 13.95380687713623	 sharpness 42.878746032714844
==> Epoch 221/2000
==> Test
Train Loss 1.1823089122772217	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 45.900001525878906	 gHg: 132.44720458984375	 smoothness 17.336978912353516	 sharpness 37.80911636352539
==> Epoch 222/2000
==> Test
Train Loss 1.1388916969299316	 Train Accuracy (%): 59.31999969482422 	 Test Accuracy (%): 44.22999954223633	 gHg: 80.27407836914062	 smoothness 11.955828666687012	 sharpness 39.77895736694336
==> Epoch 223/2000
==> Test
Train Loss 1.1641669273376465	 Train Accuracy (%): 57.400001525878906 	 Test Accuracy (%): 45.209999084472656	 gHg: 197.03192138671875	 smoothness 13.007411003112793	 sharpness 45.64237976074219
==> Epoch 224/2000
==> Test
Train Loss 1.2261773347854614	 Train Accuracy (%): 55.939998626708984 	 Test Accuracy (%): 44.880001068115234	 gHg: 220.27713012695312	 smoothness 15.169164657592773	 sharpness 38.53642654418945
==> Epoch 225/2000
==> Test
Train Loss 1.1853832006454468	 Train Accuracy (%): 56.86000061035156 	 Test Accuracy (%): 45.2400016784668	 gHg: 62.603187561035156	 smoothness 12.810309410095215	 sharpness 34.18429946899414
==> Epoch 226/2000
==> Test
Train Loss 1.2061394453048706	 Train Accuracy (%): 56.880001068115234 	 Test Accuracy (%): 45.93000030517578	 gHg: 127.75314331054688	 smoothness 9.09200668334961	 sharpness 34.860660552978516
==> Epoch 227/2000
==> Test
Train Loss 1.141014814376831	 Train Accuracy (%): 58.91999816894531 	 Test Accuracy (%): 46.31999969482422	 gHg: 42.94355010986328	 smoothness 12.961565971374512	 sharpness 31.79181671142578
==> Epoch 228/2000
==> Test
Train Loss 1.1453355550765991	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 45.97999954223633	 gHg: 47.77555847167969	 smoothness 4.998624801635742	 sharpness 31.41756820678711
==> Epoch 229/2000
==> Test
Train Loss 1.1184186935424805	 Train Accuracy (%): 59.68000030517578 	 Test Accuracy (%): 45.779998779296875	 gHg: 22.184877395629883	 smoothness 11.649956703186035	 sharpness 30.162887573242188
==> Epoch 230/2000
==> Test
Train Loss 1.1370903253555298	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 47.02000045776367	 gHg: 35.09161376953125	 smoothness 6.595515251159668	 sharpness 29.10446548461914
==> Epoch 231/2000
==> Test
Train Loss 1.102663278579712	 Train Accuracy (%): 61.099998474121094 	 Test Accuracy (%): 46.75	 gHg: 18.16192626953125	 smoothness 9.947367668151855	 sharpness 30.84267234802246
==> Epoch 232/2000
==> Test
Train Loss 1.1235073804855347	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 45.540000915527344	 gHg: 52.570335388183594	 smoothness 8.789392471313477	 sharpness 31.5797176361084
==> Epoch 233/2000
==> Test
Train Loss 1.0950477123260498	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 45.4900016784668	 gHg: 21.812341690063477	 smoothness 11.321662902832031	 sharpness 31.51377296447754
==> Epoch 234/2000
==> Test
Train Loss 1.1079994440078735	 Train Accuracy (%): 60.63999938964844 	 Test Accuracy (%): 46.619998931884766	 gHg: 33.71784210205078	 smoothness 8.13394832611084	 sharpness 33.769752502441406
==> Epoch 235/2000
==> Test
Train Loss 1.084700345993042	 Train Accuracy (%): 61.47999954223633 	 Test Accuracy (%): 46.02000045776367	 gHg: 19.130319595336914	 smoothness 10.4168701171875	 sharpness 30.725187301635742
==> Epoch 236/2000
==> Test
Train Loss 1.11018705368042	 Train Accuracy (%): 58.86000061035156 	 Test Accuracy (%): 46.099998474121094	 gHg: 42.45746994018555	 smoothness 9.62756061553955	 sharpness 32.76172637939453
==> Epoch 237/2000
==> Test
Train Loss 1.091535210609436	 Train Accuracy (%): 59.91999816894531 	 Test Accuracy (%): 46.2599983215332	 gHg: 43.39839172363281	 smoothness 12.445491790771484	 sharpness 32.924049377441406
==> Epoch 238/2000
==> Test
Train Loss 1.0858702659606934	 Train Accuracy (%): 60.84000015258789 	 Test Accuracy (%): 46.310001373291016	 gHg: 40.05199432373047	 smoothness 12.17359447479248	 sharpness 34.914306640625
==> Epoch 239/2000
==> Test
Train Loss 1.0625311136245728	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 46.34000015258789	 gHg: 24.26551055908203	 smoothness 11.119486808776855	 sharpness 33.27362823486328
==> Epoch 240/2000
==> Test
Train Loss 1.0657522678375244	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 45.65999984741211	 gHg: 23.106033325195312	 smoothness 9.46247386932373	 sharpness 35.158775329589844
==> Epoch 241/2000
==> Test
Train Loss 1.0728940963745117	 Train Accuracy (%): 61.5 	 Test Accuracy (%): 46.790000915527344	 gHg: 46.721595764160156	 smoothness 12.699082374572754	 sharpness 35.355812072753906
==> Epoch 242/2000
==> Test
Train Loss 1.0502861738204956	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 47.0099983215332	 gHg: 55.06233596801758	 smoothness 14.152329444885254	 sharpness 38.00152587890625
==> Epoch 243/2000
==> Test
Train Loss 1.0682597160339355	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 46.58000183105469	 gHg: 43.2174072265625	 smoothness 14.589827537536621	 sharpness 36.41435241699219
==> Epoch 244/2000
==> Test
Train Loss 1.0252091884613037	 Train Accuracy (%): 64.26000213623047 	 Test Accuracy (%): 46.47999954223633	 gHg: 9.236274719238281	 smoothness 10.265435218811035	 sharpness 33.90373992919922
==> Epoch 245/2000
==> Test
Train Loss 1.0836143493652344	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 46.16999816894531	 gHg: 89.10746765136719	 smoothness 9.04867172241211	 sharpness 40.287017822265625
==> Epoch 246/2000
==> Test
Train Loss 1.0750064849853516	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 46.47999954223633	 gHg: 76.6296157836914	 smoothness 17.830089569091797	 sharpness 38.05983352661133
==> Epoch 247/2000
==> Test
Train Loss 1.0482362508773804	 Train Accuracy (%): 62.7400016784668 	 Test Accuracy (%): 45.4900016784668	 gHg: 35.12586975097656	 smoothness 11.11696720123291	 sharpness 37.33108901977539
==> Epoch 248/2000
==> Test
Train Loss 1.0440611839294434	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 46.43000030517578	 gHg: 86.9600830078125	 smoothness 14.194414138793945	 sharpness 39.96598434448242
==> Epoch 249/2000
==> Test
Train Loss 1.0478928089141846	 Train Accuracy (%): 62.47999954223633 	 Test Accuracy (%): 47.130001068115234	 gHg: 38.43350601196289	 smoothness 13.849567413330078	 sharpness 37.1197624206543
==> Epoch 250/2000
==> Test
Train Loss 1.0524072647094727	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 45.599998474121094	 gHg: 51.35551834106445	 smoothness 10.42982292175293	 sharpness 38.33815002441406
==> Epoch 251/2000
==> Test
Train Loss 1.0474132299423218	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 46.86000061035156	 gHg: 62.96139907836914	 smoothness 15.45065689086914	 sharpness 38.875484466552734
==> Epoch 252/2000
==> Test
Train Loss 1.0066426992416382	 Train Accuracy (%): 64.0 	 Test Accuracy (%): 46.58000183105469	 gHg: 29.269243240356445	 smoothness 12.309806823730469	 sharpness 41.1931266784668
==> Epoch 253/2000
==> Test
Train Loss 1.018751621246338	 Train Accuracy (%): 63.400001525878906 	 Test Accuracy (%): 45.900001525878906	 gHg: 38.180938720703125	 smoothness 11.036964416503906	 sharpness 37.39646911621094
==> Epoch 254/2000
==> Test
Train Loss 1.0307457447052002	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 46.689998626708984	 gHg: 49.96221923828125	 smoothness 12.947290420532227	 sharpness 39.54761505126953
==> Epoch 255/2000
==> Test
Train Loss 1.0407888889312744	 Train Accuracy (%): 62.619998931884766 	 Test Accuracy (%): 46.619998931884766	 gHg: 57.4144287109375	 smoothness 14.292194366455078	 sharpness 39.620723724365234
==> Epoch 256/2000
==> Test
Train Loss 1.0267279148101807	 Train Accuracy (%): 63.619998931884766 	 Test Accuracy (%): 46.38999938964844	 gHg: 54.86493682861328	 smoothness 14.253725051879883	 sharpness 38.085994720458984
==> Epoch 257/2000
==> Test
Train Loss 1.0257474184036255	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 46.77000045776367	 gHg: 30.671371459960938	 smoothness 11.365742683410645	 sharpness 37.48088836669922
==> Epoch 258/2000
==> Test
Train Loss 1.019623875617981	 Train Accuracy (%): 63.86000061035156 	 Test Accuracy (%): 46.16999816894531	 gHg: 53.130516052246094	 smoothness 13.485806465148926	 sharpness 40.67058181762695
==> Epoch 259/2000
==> Test
Train Loss 1.0180402994155884	 Train Accuracy (%): 63.02000045776367 	 Test Accuracy (%): 46.40999984741211	 gHg: 51.448551177978516	 smoothness 15.317499160766602	 sharpness 38.33612060546875
==> Epoch 260/2000
==> Test
Train Loss 1.007655382156372	 Train Accuracy (%): 64.08000183105469 	 Test Accuracy (%): 46.310001373291016	 gHg: 34.14438247680664	 smoothness 10.442008972167969	 sharpness 38.12009811401367
==> Epoch 261/2000
==> Test
Train Loss 1.04135000705719	 Train Accuracy (%): 62.20000076293945 	 Test Accuracy (%): 45.400001525878906	 gHg: 69.10270690917969	 smoothness 14.798144340515137	 sharpness 40.27349853515625
==> Epoch 262/2000
==> Test
Train Loss 1.0188595056533813	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 46.75	 gHg: 65.29573059082031	 smoothness 14.030014991760254	 sharpness 38.2969970703125
==> Epoch 263/2000
==> Test
Train Loss 1.025726318359375	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 45.900001525878906	 gHg: 85.83889770507812	 smoothness 14.305987358093262	 sharpness 38.55256652832031
==> Epoch 264/2000
==> Test
Train Loss 1.0217714309692383	 Train Accuracy (%): 62.68000030517578 	 Test Accuracy (%): 46.66999816894531	 gHg: 71.7287826538086	 smoothness 14.920801162719727	 sharpness 43.62310028076172
==> Epoch 265/2000
==> Test
Train Loss 1.0094738006591797	 Train Accuracy (%): 63.7400016784668 	 Test Accuracy (%): 45.599998474121094	 gHg: 51.17896270751953	 smoothness 12.031875610351562	 sharpness 37.33464813232422
==> Epoch 266/2000
==> Test
Train Loss 1.0118824243545532	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 46.13999938964844	 gHg: 69.05389404296875	 smoothness 15.101285934448242	 sharpness 42.7365608215332
==> Epoch 267/2000
==> Test
Train Loss 1.0084493160247803	 Train Accuracy (%): 63.91999816894531 	 Test Accuracy (%): 46.7400016784668	 gHg: 68.14523315429688	 smoothness 12.93369197845459	 sharpness 40.047401428222656
==> Epoch 268/2000
==> Test
Train Loss 1.010629415512085	 Train Accuracy (%): 64.22000122070312 	 Test Accuracy (%): 46.209999084472656	 gHg: 68.97932434082031	 smoothness 14.076327323913574	 sharpness 36.74580001831055
==> Epoch 269/2000
==> Test
Train Loss 1.0278717279434204	 Train Accuracy (%): 63.2599983215332 	 Test Accuracy (%): 45.619998931884766	 gHg: 125.62542724609375	 smoothness 15.002915382385254	 sharpness 44.60867691040039
==> Epoch 270/2000
==> Test
Train Loss 1.052295207977295	 Train Accuracy (%): 62.2400016784668 	 Test Accuracy (%): 46.5099983215332	 gHg: 153.85922241210938	 smoothness 17.451936721801758	 sharpness 41.858131408691406
==> Epoch 271/2000
==> Test
Train Loss 1.0190112590789795	 Train Accuracy (%): 63.439998626708984 	 Test Accuracy (%): 45.95000076293945	 gHg: 62.42206573486328	 smoothness 14.607391357421875	 sharpness 37.86214828491211
==> Epoch 272/2000
==> Test
Train Loss 1.0028762817382812	 Train Accuracy (%): 63.84000015258789 	 Test Accuracy (%): 45.36000061035156	 gHg: 66.84550476074219	 smoothness 8.359363555908203	 sharpness 38.4802131652832
==> Epoch 273/2000
==> Test
Train Loss 1.0401862859725952	 Train Accuracy (%): 62.560001373291016 	 Test Accuracy (%): 46.9900016784668	 gHg: 171.0699462890625	 smoothness 18.803678512573242	 sharpness 43.301849365234375
==> Epoch 274/2000
==> Test
Train Loss 1.008044958114624	 Train Accuracy (%): 63.380001068115234 	 Test Accuracy (%): 46.0099983215332	 gHg: 61.92261505126953	 smoothness 13.628952980041504	 sharpness 38.821659088134766
==> Epoch 275/2000
==> Test
Train Loss 1.0232586860656738	 Train Accuracy (%): 63.58000183105469 	 Test Accuracy (%): 46.75	 gHg: 94.5237045288086	 smoothness 11.729626655578613	 sharpness 36.93170928955078
==> Epoch 276/2000
==> Test
Train Loss 1.0268300771713257	 Train Accuracy (%): 63.380001068115234 	 Test Accuracy (%): 46.040000915527344	 gHg: 72.60680389404297	 smoothness 15.062278747558594	 sharpness 37.41630172729492
==> Epoch 277/2000
==> Test
Train Loss 0.9831792712211609	 Train Accuracy (%): 65.19999694824219 	 Test Accuracy (%): 45.06999969482422	 gHg: 34.278106689453125	 smoothness 9.348212242126465	 sharpness 33.40503692626953
==> Epoch 278/2000
==> Test
Train Loss 1.0131731033325195	 Train Accuracy (%): 63.560001373291016 	 Test Accuracy (%): 46.119998931884766	 gHg: 80.30574798583984	 smoothness 14.324546813964844	 sharpness 36.741973876953125
==> Epoch 279/2000
==> Test
Train Loss 0.9941034913063049	 Train Accuracy (%): 63.880001068115234 	 Test Accuracy (%): 45.630001068115234	 gHg: 69.30474090576172	 smoothness 13.710695266723633	 sharpness 36.721858978271484
==> Epoch 280/2000
==> Test
Train Loss 1.0126826763153076	 Train Accuracy (%): 63.459999084472656 	 Test Accuracy (%): 46.790000915527344	 gHg: 79.4571533203125	 smoothness 14.115034103393555	 sharpness 40.099815368652344
==> Epoch 281/2000
==> Test
Train Loss 0.9933615326881409	 Train Accuracy (%): 63.91999816894531 	 Test Accuracy (%): 46.150001525878906	 gHg: 75.00942993164062	 smoothness 12.591215133666992	 sharpness 36.25875473022461
==> Epoch 282/2000
==> Test
Train Loss 1.0082924365997314	 Train Accuracy (%): 63.939998626708984 	 Test Accuracy (%): 46.29999923706055	 gHg: 61.52356719970703	 smoothness 15.393259048461914	 sharpness 35.83846664428711
==> Epoch 283/2000
==> Test
Train Loss 0.9676015377044678	 Train Accuracy (%): 66.30000305175781 	 Test Accuracy (%): 46.47999954223633	 gHg: 39.113487243652344	 smoothness 9.579867362976074	 sharpness 36.69938659667969
==> Epoch 284/2000
==> Test
Train Loss 0.9889578223228455	 Train Accuracy (%): 64.4000015258789 	 Test Accuracy (%): 45.220001220703125	 gHg: 113.51193237304688	 smoothness 16.22601890563965	 sharpness 38.01335525512695
==> Epoch 285/2000
==> Test
Train Loss 0.9829688668251038	 Train Accuracy (%): 64.68000030517578 	 Test Accuracy (%): 44.779998779296875	 gHg: 45.91923904418945	 smoothness 13.228604316711426	 sharpness 36.168609619140625
==> Epoch 286/2000
==> Test
Train Loss 0.9977283477783203	 Train Accuracy (%): 63.380001068115234 	 Test Accuracy (%): 46.93000030517578	 gHg: 95.86441040039062	 smoothness 10.911033630371094	 sharpness 39.62366485595703
==> Epoch 287/2000
==> Test
Train Loss 0.9775020480155945	 Train Accuracy (%): 65.12000274658203 	 Test Accuracy (%): 45.66999816894531	 gHg: 79.8170166015625	 smoothness 15.369223594665527	 sharpness 36.98426818847656
==> Epoch 288/2000
==> Test
Train Loss 0.9861689209938049	 Train Accuracy (%): 64.13999938964844 	 Test Accuracy (%): 46.790000915527344	 gHg: 73.53577423095703	 smoothness 12.656903266906738	 sharpness 40.408504486083984
==> Epoch 289/2000
==> Test
Train Loss 0.9807826280593872	 Train Accuracy (%): 64.36000061035156 	 Test Accuracy (%): 46.33000183105469	 gHg: 45.438716888427734	 smoothness 13.137954711914062	 sharpness 36.90286636352539
==> Epoch 290/2000
==> Test
Train Loss 0.9560353755950928	 Train Accuracy (%): 65.0999984741211 	 Test Accuracy (%): 45.61000061035156	 gHg: 55.096778869628906	 smoothness 10.116679191589355	 sharpness 34.979400634765625
==> Epoch 291/2000
==> Test
Train Loss 0.9770841598510742	 Train Accuracy (%): 64.37999725341797 	 Test Accuracy (%): 46.20000076293945	 gHg: 53.04355239868164	 smoothness 15.82985782623291	 sharpness 37.17741012573242
==> Epoch 292/2000
==> Test
Train Loss 0.9553709030151367	 Train Accuracy (%): 65.68000030517578 	 Test Accuracy (%): 46.5099983215332	 gHg: 34.05989074707031	 smoothness 10.792195320129395	 sharpness 34.15745544433594
==> Epoch 293/2000
==> Test
Train Loss 0.955407440662384	 Train Accuracy (%): 65.76000213623047 	 Test Accuracy (%): 46.61000061035156	 gHg: 38.941261291503906	 smoothness 11.686037063598633	 sharpness 35.32320022583008
==> Epoch 294/2000
==> Test
Train Loss 0.9751887917518616	 Train Accuracy (%): 64.37999725341797 	 Test Accuracy (%): 47.0	 gHg: 44.69638442993164	 smoothness 12.48178482055664	 sharpness 36.05072784423828
==> Epoch 295/2000
==> Test
Train Loss 0.9585842490196228	 Train Accuracy (%): 65.4000015258789 	 Test Accuracy (%): 45.90999984741211	 gHg: 80.7255859375	 smoothness 13.971869468688965	 sharpness 38.50022506713867
==> Epoch 296/2000
==> Test
Train Loss 0.9635459780693054	 Train Accuracy (%): 64.9000015258789 	 Test Accuracy (%): 46.68000030517578	 gHg: 66.48395538330078	 smoothness 15.261712074279785	 sharpness 36.261837005615234
==> Epoch 297/2000
==> Test
Train Loss 0.9397532343864441	 Train Accuracy (%): 65.95999908447266 	 Test Accuracy (%): 45.65999984741211	 gHg: 48.29399108886719	 smoothness 12.802984237670898	 sharpness 36.23405456542969
==> Epoch 298/2000
==> Test
Train Loss 0.9598934650421143	 Train Accuracy (%): 65.08000183105469 	 Test Accuracy (%): 45.93000030517578	 gHg: 59.827491760253906	 smoothness 12.932832717895508	 sharpness 35.79202651977539
==> Epoch 299/2000
==> Test
Train Loss 0.9617116451263428	 Train Accuracy (%): 65.0999984741211 	 Test Accuracy (%): 45.81999969482422	 gHg: 120.56330108642578	 smoothness 16.21891975402832	 sharpness 40.655696868896484
==> Epoch 300/2000
==> Test
Train Loss 1.001252293586731	 Train Accuracy (%): 63.20000076293945 	 Test Accuracy (%): 46.029998779296875	 gHg: 144.04098510742188	 smoothness 17.443042755126953	 sharpness 40.99835968017578
==> Epoch 301/2000
==> Test
Train Loss 0.9687042236328125	 Train Accuracy (%): 65.31999969482422 	 Test Accuracy (%): 45.400001525878906	 gHg: 62.373680114746094	 smoothness 14.554261207580566	 sharpness 36.31135940551758
==> Epoch 302/2000
==> Test
Train Loss 0.9590550065040588	 Train Accuracy (%): 65.80000305175781 	 Test Accuracy (%): 46.08000183105469	 gHg: 68.564453125	 smoothness 11.620433807373047	 sharpness 38.47672653198242
==> Epoch 303/2000
==> Test
Train Loss 0.9622194170951843	 Train Accuracy (%): 64.62000274658203 	 Test Accuracy (%): 45.59000015258789	 gHg: 91.23399353027344	 smoothness 14.788372993469238	 sharpness 36.547569274902344
==> Epoch 304/2000
==> Test
Train Loss 0.9502546787261963	 Train Accuracy (%): 66.0999984741211 	 Test Accuracy (%): 46.150001525878906	 gHg: 69.48678588867188	 smoothness 14.453705787658691	 sharpness 35.37738800048828
==> Epoch 305/2000
==> Test
Train Loss 0.923305094242096	 Train Accuracy (%): 66.5199966430664 	 Test Accuracy (%): 46.279998779296875	 gHg: 42.06686019897461	 smoothness 11.518561363220215	 sharpness 33.98902893066406
==> Epoch 306/2000
==> Test
Train Loss 0.9447217583656311	 Train Accuracy (%): 66.05999755859375 	 Test Accuracy (%): 46.380001068115234	 gHg: 82.92391967773438	 smoothness 13.090916633605957	 sharpness 39.01751708984375
==> Epoch 307/2000
==> Test
Train Loss 0.939629316329956	 Train Accuracy (%): 65.66000366210938 	 Test Accuracy (%): 45.20000076293945	 gHg: 77.75525665283203	 smoothness 14.18950080871582	 sharpness 36.17001724243164
==> Epoch 308/2000
==> Test
Train Loss 0.9609073400497437	 Train Accuracy (%): 65.68000030517578 	 Test Accuracy (%): 45.369998931884766	 gHg: 108.766845703125	 smoothness 14.177898406982422	 sharpness 38.454795837402344
==> Epoch 309/2000
==> Test
Train Loss 0.9587026238441467	 Train Accuracy (%): 65.87999725341797 	 Test Accuracy (%): 46.04999923706055	 gHg: 74.37326049804688	 smoothness 14.24223518371582	 sharpness 35.751564025878906
==> Epoch 310/2000
==> Test
Train Loss 0.9280889630317688	 Train Accuracy (%): 67.19999694824219 	 Test Accuracy (%): 45.81999969482422	 gHg: 61.014366149902344	 smoothness 12.161044120788574	 sharpness 36.56864929199219
==> Epoch 311/2000
==> Test
Train Loss 0.9499014616012573	 Train Accuracy (%): 65.41999816894531 	 Test Accuracy (%): 45.349998474121094	 gHg: 105.4181137084961	 smoothness 12.37801456451416	 sharpness 37.27187728881836
==> Epoch 312/2000
==> Test
Train Loss 0.9631338715553284	 Train Accuracy (%): 65.30000305175781 	 Test Accuracy (%): 45.689998626708984	 gHg: 90.4112319946289	 smoothness 14.703725814819336	 sharpness 36.09196472167969
==> Epoch 313/2000
==> Test
Train Loss 0.9326043128967285	 Train Accuracy (%): 66.45999908447266 	 Test Accuracy (%): 46.470001220703125	 gHg: 65.80818176269531	 smoothness 11.838708877563477	 sharpness 36.891944885253906
==> Epoch 314/2000
==> Test
Train Loss 0.9897568225860596	 Train Accuracy (%): 64.44000244140625 	 Test Accuracy (%): 44.86000061035156	 gHg: 138.8932647705078	 smoothness 14.04244613647461	 sharpness 34.48896026611328
==> Epoch 315/2000
==> Test
Train Loss 0.9633386731147766	 Train Accuracy (%): 65.13999938964844 	 Test Accuracy (%): 46.290000915527344	 gHg: 89.79019165039062	 smoothness 15.573834419250488	 sharpness 37.620513916015625
==> Epoch 316/2000
==> Test
Train Loss 0.9252995252609253	 Train Accuracy (%): 67.18000030517578 	 Test Accuracy (%): 46.060001373291016	 gHg: 55.38663864135742	 smoothness 8.758438110351562	 sharpness 39.3828010559082
==> Epoch 317/2000
==> Test
Train Loss 0.982140064239502	 Train Accuracy (%): 64.0999984741211 	 Test Accuracy (%): 45.970001220703125	 gHg: 128.88682556152344	 smoothness 17.6798038482666	 sharpness 35.690677642822266
==> Epoch 318/2000
==> Test
Train Loss 0.9285394549369812	 Train Accuracy (%): 66.86000061035156 	 Test Accuracy (%): 45.130001068115234	 gHg: 54.16115951538086	 smoothness 12.119071006774902	 sharpness 34.48976516723633
==> Epoch 319/2000
==> Test
Train Loss 0.9664996266365051	 Train Accuracy (%): 65.08000183105469 	 Test Accuracy (%): 45.66999816894531	 gHg: 114.97284698486328	 smoothness 10.984886169433594	 sharpness 38.4996452331543
==> Epoch 320/2000
==> Test
Train Loss 0.9328394532203674	 Train Accuracy (%): 66.63999938964844 	 Test Accuracy (%): 46.0	 gHg: 57.611854553222656	 smoothness 14.511941909790039	 sharpness 33.80961227416992
==> Epoch 321/2000
==> Test
Train Loss 0.9393145442008972	 Train Accuracy (%): 66.33999633789062 	 Test Accuracy (%): 45.130001068115234	 gHg: 91.4667739868164	 smoothness 7.680700778961182	 sharpness 38.80491638183594
==> Epoch 322/2000
==> Test
Train Loss 0.9722596406936646	 Train Accuracy (%): 64.45999908447266 	 Test Accuracy (%): 44.650001525878906	 gHg: 108.48777770996094	 smoothness 15.471183776855469	 sharpness 37.16299057006836
==> Epoch 323/2000
==> Test
Train Loss 0.975364089012146	 Train Accuracy (%): 64.08000183105469 	 Test Accuracy (%): 45.83000183105469	 gHg: 134.29571533203125	 smoothness 13.247437477111816	 sharpness 37.91459655761719
==> Epoch 324/2000
==> Test
Train Loss 0.961148738861084	 Train Accuracy (%): 65.22000122070312 	 Test Accuracy (%): 46.119998931884766	 gHg: 86.00852966308594	 smoothness 14.642539024353027	 sharpness 32.426963806152344
==> Epoch 325/2000
==> Test
Train Loss 0.9181092977523804	 Train Accuracy (%): 66.81999969482422 	 Test Accuracy (%): 44.880001068115234	 gHg: 38.90426254272461	 smoothness 8.6560697555542	 sharpness 34.156044006347656
==> Epoch 326/2000
==> Test
Train Loss 0.9575772285461426	 Train Accuracy (%): 65.5199966430664 	 Test Accuracy (%): 46.02000045776367	 gHg: 131.60885620117188	 smoothness 14.320436477661133	 sharpness 40.219120025634766
==> Epoch 327/2000
==> Test
Train Loss 0.9486847519874573	 Train Accuracy (%): 66.13999938964844 	 Test Accuracy (%): 46.18000030517578	 gHg: 68.86546325683594	 smoothness 13.684654235839844	 sharpness 32.26301193237305
==> Epoch 328/2000
==> Test
Train Loss 0.936453104019165	 Train Accuracy (%): 66.23999786376953 	 Test Accuracy (%): 45.220001220703125	 gHg: 44.77423095703125	 smoothness 9.32180404663086	 sharpness 32.620849609375
==> Epoch 329/2000
==> Test
Train Loss 0.9403273463249207	 Train Accuracy (%): 65.4800033569336 	 Test Accuracy (%): 46.81999969482422	 gHg: 106.01673126220703	 smoothness 12.667088508605957	 sharpness 35.486053466796875
==> Epoch 330/2000
==> Test
Train Loss 0.923842191696167	 Train Accuracy (%): 66.5 	 Test Accuracy (%): 45.459999084472656	 gHg: 74.16497802734375	 smoothness 14.120527267456055	 sharpness 32.368621826171875
==> Epoch 331/2000
==> Test
Train Loss 0.9125932455062866	 Train Accuracy (%): 67.30000305175781 	 Test Accuracy (%): 45.91999816894531	 gHg: 45.08094787597656	 smoothness 10.836141586303711	 sharpness 34.63316345214844
==> Epoch 332/2000
==> Test
Train Loss 0.894528329372406	 Train Accuracy (%): 67.37999725341797 	 Test Accuracy (%): 46.40999984741211	 gHg: 44.28218460083008	 smoothness 10.779993057250977	 sharpness 31.217971801757812
==> Epoch 333/2000
==> Test
Train Loss 0.8949273228645325	 Train Accuracy (%): 67.44000244140625 	 Test Accuracy (%): 45.400001525878906	 gHg: 58.22749328613281	 smoothness 12.59989070892334	 sharpness 32.72145080566406
==> Epoch 334/2000
==> Test
Train Loss 0.8800742030143738	 Train Accuracy (%): 68.80000305175781 	 Test Accuracy (%): 46.16999816894531	 gHg: 35.095428466796875	 smoothness 12.86906623840332	 sharpness 35.22725296020508
==> Epoch 335/2000
==> Test
Train Loss 0.8853691220283508	 Train Accuracy (%): 68.4000015258789 	 Test Accuracy (%): 46.459999084472656	 gHg: 33.18389892578125	 smoothness 10.258408546447754	 sharpness 32.63383483886719
==> Epoch 336/2000
==> Test
Train Loss 0.8769068121910095	 Train Accuracy (%): 68.05999755859375 	 Test Accuracy (%): 45.7599983215332	 gHg: 48.98564147949219	 smoothness 12.170234680175781	 sharpness 34.3452033996582
==> Epoch 337/2000
==> Test
Train Loss 0.863675594329834	 Train Accuracy (%): 68.66000366210938 	 Test Accuracy (%): 46.349998474121094	 gHg: 62.712738037109375	 smoothness 13.900099754333496	 sharpness 37.51014709472656
==> Epoch 338/2000
==> Test
Train Loss 0.8743460178375244	 Train Accuracy (%): 68.41999816894531 	 Test Accuracy (%): 46.56999969482422	 gHg: 39.555206298828125	 smoothness 14.346541404724121	 sharpness 34.045318603515625
==> Epoch 339/2000
==> Test
Train Loss 0.865369439125061	 Train Accuracy (%): 69.04000091552734 	 Test Accuracy (%): 45.869998931884766	 gHg: 22.08186149597168	 smoothness 10.071977615356445	 sharpness 34.422054290771484
==> Epoch 340/2000
==> Test
Train Loss 0.8762240409851074	 Train Accuracy (%): 68.04000091552734 	 Test Accuracy (%): 46.849998474121094	 gHg: 53.854766845703125	 smoothness 12.114060401916504	 sharpness 38.56494140625
==> Epoch 341/2000
==> Test
Train Loss 0.8608574271202087	 Train Accuracy (%): 69.13999938964844 	 Test Accuracy (%): 46.209999084472656	 gHg: 53.63124084472656	 smoothness 14.906270980834961	 sharpness 34.750640869140625
==> Epoch 342/2000
==> Test
Train Loss 0.8649837970733643	 Train Accuracy (%): 68.58000183105469 	 Test Accuracy (%): 46.43000030517578	 gHg: 51.064247131347656	 smoothness 12.972920417785645	 sharpness 36.36786651611328
==> Epoch 343/2000
==> Test
Train Loss 0.8630959987640381	 Train Accuracy (%): 69.44000244140625 	 Test Accuracy (%): 46.2400016784668	 gHg: 60.77136993408203	 smoothness 13.511478424072266	 sharpness 38.7979621887207
==> Epoch 344/2000
==> Test
Train Loss 0.8739718794822693	 Train Accuracy (%): 68.5 	 Test Accuracy (%): 45.310001373291016	 gHg: 87.15493774414062	 smoothness 14.675652503967285	 sharpness 38.80488586425781
==> Epoch 345/2000
==> Test
Train Loss 0.8779703378677368	 Train Accuracy (%): 68.5999984741211 	 Test Accuracy (%): 45.849998474121094	 gHg: 91.34893798828125	 smoothness 15.712342262268066	 sharpness 40.93113327026367
==> Epoch 346/2000
==> Test
Train Loss 0.8574433326721191	 Train Accuracy (%): 69.30000305175781 	 Test Accuracy (%): 45.33000183105469	 gHg: 77.41569519042969	 smoothness 13.141849517822266	 sharpness 38.33601760864258
==> Epoch 347/2000
==> Test
Train Loss 0.9006527066230774	 Train Accuracy (%): 67.18000030517578 	 Test Accuracy (%): 44.65999984741211	 gHg: 195.19029235839844	 smoothness 16.79262351989746	 sharpness 40.996944427490234
==> Epoch 348/2000
==> Test
Train Loss 0.8868556618690491	 Train Accuracy (%): 66.95999908447266 	 Test Accuracy (%): 46.0099983215332	 gHg: 96.80976104736328	 smoothness 15.903651237487793	 sharpness 38.633995056152344
==> Epoch 349/2000
==> Test
Train Loss 0.8710233569145203	 Train Accuracy (%): 68.76000213623047 	 Test Accuracy (%): 45.7400016784668	 gHg: 90.35173034667969	 smoothness 10.688240051269531	 sharpness 40.070255279541016
==> Epoch 350/2000
==> Test
Train Loss 0.919727623462677	 Train Accuracy (%): 66.69999694824219 	 Test Accuracy (%): 45.310001373291016	 gHg: 165.2748260498047	 smoothness 17.094785690307617	 sharpness 36.80735778808594
==> Epoch 351/2000
==> Test
Train Loss 0.8797136545181274	 Train Accuracy (%): 68.63999938964844 	 Test Accuracy (%): 45.779998779296875	 gHg: 76.79483032226562	 smoothness 12.797852516174316	 sharpness 37.69144821166992
==> Epoch 352/2000
==> Test
Train Loss 0.9026816487312317	 Train Accuracy (%): 66.5999984741211 	 Test Accuracy (%): 45.20000076293945	 gHg: 127.38285827636719	 smoothness 13.488542556762695	 sharpness 39.89735794067383
==> Epoch 353/2000
==> Test
Train Loss 0.882779598236084	 Train Accuracy (%): 67.91999816894531 	 Test Accuracy (%): 45.70000076293945	 gHg: 122.50213623046875	 smoothness 14.565582275390625	 sharpness 40.28335189819336
==> Epoch 354/2000
==> Test
Train Loss 0.876854419708252	 Train Accuracy (%): 68.05999755859375 	 Test Accuracy (%): 46.459999084472656	 gHg: 96.12825775146484	 smoothness 13.89203929901123	 sharpness 35.495235443115234
==> Epoch 355/2000
==> Test
Train Loss 0.8556616306304932	 Train Accuracy (%): 69.16000366210938 	 Test Accuracy (%): 45.34000015258789	 gHg: 26.509010314941406	 smoothness 11.473466873168945	 sharpness 31.37357521057129
==> Epoch 356/2000
==> Test
Train Loss 0.9107289910316467	 Train Accuracy (%): 66.87999725341797 	 Test Accuracy (%): 45.119998931884766	 gHg: 126.41213989257812	 smoothness 7.694732666015625	 sharpness 39.66970443725586
==> Epoch 357/2000
==> Test
Train Loss 0.8878637552261353	 Train Accuracy (%): 67.95999908447266 	 Test Accuracy (%): 45.349998474121094	 gHg: 74.60565185546875	 smoothness 16.11626625061035	 sharpness 36.63469314575195
==> Epoch 358/2000
==> Test
Train Loss 0.8663196563720703	 Train Accuracy (%): 68.72000122070312 	 Test Accuracy (%): 45.099998474121094	 gHg: 74.03758239746094	 smoothness 9.52195930480957	 sharpness 39.19671630859375
==> Epoch 359/2000
==> Test
Train Loss 0.8871034979820251	 Train Accuracy (%): 67.77999877929688 	 Test Accuracy (%): 45.189998626708984	 gHg: 151.7037353515625	 smoothness 13.74843978881836	 sharpness 38.86641311645508
==> Epoch 360/2000
==> Test
Train Loss 0.9346347451210022	 Train Accuracy (%): 66.30000305175781 	 Test Accuracy (%): 44.7599983215332	 gHg: 134.03274536132812	 smoothness 14.582115173339844	 sharpness 38.879066467285156
==> Epoch 361/2000
==> Test
Train Loss 0.8973934650421143	 Train Accuracy (%): 66.91999816894531 	 Test Accuracy (%): 43.619998931884766	 gHg: 107.35786437988281	 smoothness 11.724991798400879	 sharpness 36.66267395019531
==> Epoch 362/2000
==> Test
Train Loss 0.9891577959060669	 Train Accuracy (%): 63.18000030517578 	 Test Accuracy (%): 45.09000015258789	 gHg: 330.17401123046875	 smoothness 15.931781768798828	 sharpness 38.55361557006836
==> Epoch 363/2000
==> Test
Train Loss 0.9028826951980591	 Train Accuracy (%): 66.80000305175781 	 Test Accuracy (%): 44.54999923706055	 gHg: 84.4388427734375	 smoothness 14.302163124084473	 sharpness 37.18642807006836
==> Epoch 364/2000
==> Test
Train Loss 0.9239464998245239	 Train Accuracy (%): 67.62000274658203 	 Test Accuracy (%): 45.59000015258789	 gHg: 78.86531829833984	 smoothness 6.0223002433776855	 sharpness 36.42165756225586
==> Epoch 365/2000
==> Test
Train Loss 0.8907409310340881	 Train Accuracy (%): 67.27999877929688 	 Test Accuracy (%): 46.83000183105469	 gHg: 91.68146514892578	 smoothness 14.987188339233398	 sharpness 31.451040267944336
==> Epoch 366/2000
==> Test
Train Loss 0.8990310430526733	 Train Accuracy (%): 66.94000244140625 	 Test Accuracy (%): 45.29999923706055	 gHg: 98.53630828857422	 smoothness 7.727657794952393	 sharpness 30.728649139404297
==> Epoch 367/2000
==> Test
Train Loss 0.8895745277404785	 Train Accuracy (%): 67.83999633789062 	 Test Accuracy (%): 45.2599983215332	 gHg: 59.69939422607422	 smoothness 14.554550170898438	 sharpness 32.47743606567383
==> Epoch 368/2000
==> Test
Train Loss 0.8765480518341064	 Train Accuracy (%): 68.44000244140625 	 Test Accuracy (%): 45.619998931884766	 gHg: 50.110015869140625	 smoothness 7.4360833168029785	 sharpness 32.80269241333008
==> Epoch 369/2000
==> Test
Train Loss 0.8739723563194275	 Train Accuracy (%): 67.66000366210938 	 Test Accuracy (%): 46.47999954223633	 gHg: 66.57463836669922	 smoothness 13.395359992980957	 sharpness 30.41449737548828
==> Epoch 370/2000
==> Test
Train Loss 0.8647887706756592	 Train Accuracy (%): 68.37999725341797 	 Test Accuracy (%): 45.33000183105469	 gHg: 45.21570587158203	 smoothness 8.575823783874512	 sharpness 31.744117736816406
==> Epoch 371/2000
==> Test
Train Loss 0.8528311252593994	 Train Accuracy (%): 68.86000061035156 	 Test Accuracy (%): 46.150001525878906	 gHg: 42.01188278198242	 smoothness 11.848356246948242	 sharpness 33.54368591308594
==> Epoch 372/2000
==> Test
Train Loss 0.8524549603462219	 Train Accuracy (%): 69.0999984741211 	 Test Accuracy (%): 46.31999969482422	 gHg: 14.609683990478516	 smoothness 8.522612571716309	 sharpness 31.95969009399414
==> Epoch 373/2000
==> Test
Train Loss 0.8443537354469299	 Train Accuracy (%): 68.94000244140625 	 Test Accuracy (%): 46.59000015258789	 gHg: 41.456077575683594	 smoothness 8.27943229675293	 sharpness 31.11783218383789
==> Epoch 374/2000
==> Test
Train Loss 0.8224403262138367	 Train Accuracy (%): 70.36000061035156 	 Test Accuracy (%): 45.650001525878906	 gHg: 33.88752746582031	 smoothness 12.024748802185059	 sharpness 31.526185989379883
==> Epoch 375/2000
==> Test
Train Loss 0.8403713703155518	 Train Accuracy (%): 70.33999633789062 	 Test Accuracy (%): 46.470001220703125	 gHg: 45.727455139160156	 smoothness 10.005342483520508	 sharpness 37.836788177490234
==> Epoch 376/2000
==> Test
Train Loss 0.8102754354476929	 Train Accuracy (%): 70.16000366210938 	 Test Accuracy (%): 45.75	 gHg: 13.80471420288086	 smoothness 11.354220390319824	 sharpness 31.672775268554688
==> Epoch 377/2000
==> Test
Train Loss 0.828437864780426	 Train Accuracy (%): 69.66000366210938 	 Test Accuracy (%): 45.650001525878906	 gHg: 40.395442962646484	 smoothness 6.947038650512695	 sharpness 34.72601318359375
==> Epoch 378/2000
==> Test
Train Loss 0.818352997303009	 Train Accuracy (%): 71.33999633789062 	 Test Accuracy (%): 46.040000915527344	 gHg: 34.40498352050781	 smoothness 13.814528465270996	 sharpness 35.148128509521484
==> Epoch 379/2000
==> Test
Train Loss 0.7906588912010193	 Train Accuracy (%): 71.76000213623047 	 Test Accuracy (%): 46.04999923706055	 gHg: 15.099682807922363	 smoothness 8.578012466430664	 sharpness 34.30413055419922
==> Epoch 380/2000
==> Test
Train Loss 0.7952237129211426	 Train Accuracy (%): 71.45999908447266 	 Test Accuracy (%): 46.720001220703125	 gHg: 24.00947380065918	 smoothness 10.990174293518066	 sharpness 33.88999557495117
==> Epoch 381/2000
==> Test
Train Loss 0.7979873418807983	 Train Accuracy (%): 71.0199966430664 	 Test Accuracy (%): 46.27000045776367	 gHg: 23.946577072143555	 smoothness 9.912154197692871	 sharpness 36.97549819946289
==> Epoch 382/2000
==> Test
Train Loss 0.8052061200141907	 Train Accuracy (%): 71.18000030517578 	 Test Accuracy (%): 46.34000015258789	 gHg: 52.166465759277344	 smoothness 13.010516166687012	 sharpness 37.84785461425781
==> Epoch 383/2000
==> Test
Train Loss 0.7843211889266968	 Train Accuracy (%): 71.9000015258789 	 Test Accuracy (%): 45.5	 gHg: 39.53725051879883	 smoothness 13.211053848266602	 sharpness 35.74263381958008
==> Epoch 384/2000
==> Test
Train Loss 0.8186111450195312	 Train Accuracy (%): 70.80000305175781 	 Test Accuracy (%): 46.060001373291016	 gHg: 60.135501861572266	 smoothness 13.75082015991211	 sharpness 35.9521484375
==> Epoch 385/2000
==> Test
Train Loss 0.783845067024231	 Train Accuracy (%): 71.87999725341797 	 Test Accuracy (%): 46.619998931884766	 gHg: 47.130653381347656	 smoothness 13.475976943969727	 sharpness 36.92845916748047
==> Epoch 386/2000
==> Test
Train Loss 0.8057052493095398	 Train Accuracy (%): 70.81999969482422 	 Test Accuracy (%): 45.84000015258789	 gHg: 38.149959564208984	 smoothness 11.751157760620117	 sharpness 37.072021484375
==> Epoch 387/2000
==> Test
Train Loss 0.8064540028572083	 Train Accuracy (%): 70.4000015258789 	 Test Accuracy (%): 45.63999938964844	 gHg: 61.88173294067383	 smoothness 11.020682334899902	 sharpness 38.70021057128906
==> Epoch 388/2000
==> Test
Train Loss 0.804589569568634	 Train Accuracy (%): 71.27999877929688 	 Test Accuracy (%): 44.63999938964844	 gHg: 94.0457992553711	 smoothness 14.883561134338379	 sharpness 40.17971420288086
==> Epoch 389/2000
==> Test
Train Loss 0.8301517367362976	 Train Accuracy (%): 69.68000030517578 	 Test Accuracy (%): 45.40999984741211	 gHg: 160.529296875	 smoothness 16.404342651367188	 sharpness 40.90211868286133
==> Epoch 390/2000
==> Test
Train Loss 0.834151566028595	 Train Accuracy (%): 69.86000061035156 	 Test Accuracy (%): 45.31999969482422	 gHg: 190.6691131591797	 smoothness 17.789905548095703	 sharpness 45.78667449951172
==> Epoch 391/2000
==> Test
Train Loss 0.8246445059776306	 Train Accuracy (%): 70.18000030517578 	 Test Accuracy (%): 44.529998779296875	 gHg: 75.75717163085938	 smoothness 14.459050178527832	 sharpness 40.51792907714844
==> Epoch 392/2000
==> Test
Train Loss 0.8047283887863159	 Train Accuracy (%): 71.16000366210938 	 Test Accuracy (%): 44.4900016784668	 gHg: 81.09988403320312	 smoothness 9.864028930664062	 sharpness 40.92499923706055
==> Epoch 393/2000
==> Test
Train Loss 0.8718997240066528	 Train Accuracy (%): 68.73999786376953 	 Test Accuracy (%): 44.150001525878906	 gHg: 306.925048828125	 smoothness 16.089391708374023	 sharpness 50.52460479736328
==> Epoch 394/2000
==> Test
Train Loss 0.938404381275177	 Train Accuracy (%): 67.22000122070312 	 Test Accuracy (%): 44.720001220703125	 gHg: 170.53729248046875	 smoothness 16.137170791625977	 sharpness 37.75790786743164
==> Epoch 395/2000
==> Test
Train Loss 0.8560832142829895	 Train Accuracy (%): 69.63999938964844 	 Test Accuracy (%): 43.619998931884766	 gHg: 107.57441711425781	 smoothness 10.371685981750488	 sharpness 41.093082427978516
==> Epoch 396/2000
==> Test
Train Loss 0.9946654438972473	 Train Accuracy (%): 63.619998931884766 	 Test Accuracy (%): 43.59000015258789	 gHg: 777.4113159179688	 smoothness 16.19393539428711	 sharpness 53.152164459228516
==> Epoch 397/2000
==> Test
Train Loss 1.0369104146957397	 Train Accuracy (%): 65.91999816894531 	 Test Accuracy (%): 45.2400016784668	 gHg: 174.7309112548828	 smoothness 15.139695167541504	 sharpness 36.48543930053711
==> Epoch 398/2000
==> Test
Train Loss 1.0136067867279053	 Train Accuracy (%): 65.94000244140625 	 Test Accuracy (%): 45.9900016784668	 gHg: 102.13121032714844	 smoothness 7.608405590057373	 sharpness 32.2789192199707
==> Epoch 399/2000
==> Test
Train Loss 0.8717375993728638	 Train Accuracy (%): 68.5 	 Test Accuracy (%): 42.2400016784668	 gHg: 62.41646957397461	 smoothness 11.055500030517578	 sharpness 34.97300338745117
==> Epoch 400/2000
==> Test
Train Loss 1.0349271297454834	 Train Accuracy (%): 62.599998474121094 	 Test Accuracy (%): 45.2599983215332	 gHg: 312.6119689941406	 smoothness 7.702142715454102	 sharpness 37.95304489135742
==> Epoch 401/2000
==> Test
Train Loss 0.9175589680671692	 Train Accuracy (%): 67.05999755859375 	 Test Accuracy (%): 44.90999984741211	 gHg: 63.888309478759766	 smoothness 11.822020530700684	 sharpness 31.815279006958008
==> Epoch 402/2000
==> Test
Train Loss 1.0020419359207153	 Train Accuracy (%): 65.41999816894531 	 Test Accuracy (%): 44.81999969482422	 gHg: 54.731842041015625	 smoothness 8.279913902282715	 sharpness 25.737445831298828
==> Epoch 403/2000
==> Test
Train Loss 0.9530507922172546	 Train Accuracy (%): 64.9000015258789 	 Test Accuracy (%): 44.900001525878906	 gHg: 43.938880920410156	 smoothness 5.9793477058410645	 sharpness 27.188312530517578
==> Epoch 404/2000
==> Test
Train Loss 0.9138449430465698	 Train Accuracy (%): 66.58000183105469 	 Test Accuracy (%): 44.59000015258789	 gHg: 55.748512268066406	 smoothness 11.1699800491333	 sharpness 26.98801612854004
==> Epoch 405/2000
==> Test
Train Loss 0.9489504098892212	 Train Accuracy (%): 65.63999938964844 	 Test Accuracy (%): 45.58000183105469	 gHg: 116.35160064697266	 smoothness 7.6401214599609375	 sharpness 30.150249481201172
==> Epoch 406/2000
==> Test
Train Loss 0.8693892359733582	 Train Accuracy (%): 68.04000091552734 	 Test Accuracy (%): 45.209999084472656	 gHg: 36.64217758178711	 smoothness 10.416050910949707	 sharpness 24.76948356628418
==> Epoch 407/2000
==> Test
Train Loss 0.9191904067993164	 Train Accuracy (%): 67.12000274658203 	 Test Accuracy (%): 45.369998931884766	 gHg: 33.32728576660156	 smoothness 8.070239067077637	 sharpness 26.221975326538086
==> Epoch 408/2000
==> Test
Train Loss 0.8889280557632446	 Train Accuracy (%): 68.5199966430664 	 Test Accuracy (%): 44.790000915527344	 gHg: 23.081953048706055	 smoothness 6.925046443939209	 sharpness 24.623083114624023
==> Epoch 409/2000
==> Test
Train Loss 0.8661232590675354	 Train Accuracy (%): 68.95999908447266 	 Test Accuracy (%): 45.59000015258789	 gHg: 29.45849609375	 smoothness 7.698539733886719	 sharpness 27.74525260925293
==> Epoch 410/2000
==> Test
Train Loss 0.8813847899436951	 Train Accuracy (%): 67.69999694824219 	 Test Accuracy (%): 46.08000183105469	 gHg: 27.64155387878418	 smoothness 7.945870876312256	 sharpness 25.883764266967773
==> Epoch 411/2000
==> Test
Train Loss 0.8523244857788086	 Train Accuracy (%): 68.76000213623047 	 Test Accuracy (%): 46.27000045776367	 gHg: 25.67863655090332	 smoothness 7.151546955108643	 sharpness 26.251392364501953
==> Epoch 412/2000
==> Test
Train Loss 0.8275600671768188	 Train Accuracy (%): 69.81999969482422 	 Test Accuracy (%): 45.36000061035156	 gHg: 11.826008796691895	 smoothness 8.507729530334473	 sharpness 24.413469314575195
==> Epoch 413/2000
==> Test
Train Loss 0.8282885551452637	 Train Accuracy (%): 69.95999908447266 	 Test Accuracy (%): 45.029998779296875	 gHg: 18.422119140625	 smoothness 6.393242359161377	 sharpness 26.904489517211914
==> Epoch 414/2000
==> Test
Train Loss 0.8133474588394165	 Train Accuracy (%): 70.83999633789062 	 Test Accuracy (%): 46.22999954223633	 gHg: 17.717323303222656	 smoothness 7.1842241287231445	 sharpness 28.3492431640625
==> Epoch 415/2000
==> Test
Train Loss 0.817929744720459	 Train Accuracy (%): 70.63999938964844 	 Test Accuracy (%): 47.189998626708984	 gHg: 20.9993953704834	 smoothness 9.27310562133789	 sharpness 27.6795654296875
==> Epoch 416/2000
==> Test
Train Loss 0.8011367917060852	 Train Accuracy (%): 71.22000122070312 	 Test Accuracy (%): 46.5099983215332	 gHg: 17.216190338134766	 smoothness 7.022140026092529	 sharpness 27.312898635864258
==> Epoch 417/2000
==> Test
Train Loss 0.7884817123413086	 Train Accuracy (%): 71.9800033569336 	 Test Accuracy (%): 45.65999984741211	 gHg: 10.098207473754883	 smoothness 8.452960968017578	 sharpness 28.231298446655273
==> Epoch 418/2000
==> Test
Train Loss 0.8306776285171509	 Train Accuracy (%): 69.94000244140625 	 Test Accuracy (%): 45.7599983215332	 gHg: 30.56477165222168	 smoothness 8.848694801330566	 sharpness 32.11298370361328
==> Epoch 419/2000
==> Test
Train Loss 0.771740734577179	 Train Accuracy (%): 72.83999633789062 	 Test Accuracy (%): 45.5	 gHg: 17.445587158203125	 smoothness 9.238785743713379	 sharpness 31.475515365600586
==> Epoch 420/2000
==> Test
Train Loss 0.7764188647270203	 Train Accuracy (%): 71.37999725341797 	 Test Accuracy (%): 45.849998474121094	 gHg: 23.251951217651367	 smoothness 9.406916618347168	 sharpness 31.38153839111328
==> Epoch 421/2000
==> Test
Train Loss 0.7704861760139465	 Train Accuracy (%): 72.58000183105469 	 Test Accuracy (%): 46.59000015258789	 gHg: 14.060075759887695	 smoothness 9.659393310546875	 sharpness 31.075883865356445
==> Epoch 422/2000
==> Test
Train Loss 0.7827394008636475	 Train Accuracy (%): 71.73999786376953 	 Test Accuracy (%): 46.59000015258789	 gHg: 27.8160457611084	 smoothness 7.113394260406494	 sharpness 33.08856964111328
==> Epoch 423/2000
==> Test
Train Loss 0.7786734104156494	 Train Accuracy (%): 72.05999755859375 	 Test Accuracy (%): 45.93000030517578	 gHg: 44.83354949951172	 smoothness 12.154879570007324	 sharpness 32.840667724609375
==> Epoch 424/2000
==> Test
Train Loss 0.7681730389595032	 Train Accuracy (%): 72.22000122070312 	 Test Accuracy (%): 46.209999084472656	 gHg: 41.855918884277344	 smoothness 13.369729995727539	 sharpness 33.51853561401367
==> Epoch 425/2000
==> Test
Train Loss 0.7433196902275085	 Train Accuracy (%): 72.9000015258789 	 Test Accuracy (%): 46.06999969482422	 gHg: 9.89822006225586	 smoothness 9.683307647705078	 sharpness 31.8465576171875
==> Epoch 426/2000
==> Test
Train Loss 0.7598931193351746	 Train Accuracy (%): 72.80000305175781 	 Test Accuracy (%): 46.150001525878906	 gHg: 27.461137771606445	 smoothness 7.879816055297852	 sharpness 33.9063720703125
==> Epoch 427/2000
==> Test
Train Loss 0.7546369433403015	 Train Accuracy (%): 72.16000366210938 	 Test Accuracy (%): 46.189998626708984	 gHg: 41.688167572021484	 smoothness 12.774685859680176	 sharpness 35.65070343017578
==> Epoch 428/2000
==> Test
Train Loss 0.7477860450744629	 Train Accuracy (%): 73.31999969482422 	 Test Accuracy (%): 46.79999923706055	 gHg: 32.611995697021484	 smoothness 11.346818923950195	 sharpness 33.41057586669922
==> Epoch 429/2000
==> Test
Train Loss 0.7480486035346985	 Train Accuracy (%): 73.58000183105469 	 Test Accuracy (%): 46.02000045776367	 gHg: 36.21300506591797	 smoothness 13.003181457519531	 sharpness 32.2131462097168
==> Epoch 430/2000
==> Test
Train Loss 0.7371566295623779	 Train Accuracy (%): 73.9000015258789 	 Test Accuracy (%): 46.290000915527344	 gHg: 25.739105224609375	 smoothness 11.754002571105957	 sharpness 32.97218322753906
==> Epoch 431/2000
==> Test
Train Loss 0.7070174217224121	 Train Accuracy (%): 74.4000015258789 	 Test Accuracy (%): 46.380001068115234	 gHg: 18.457218170166016	 smoothness 9.484721183776855	 sharpness 32.210113525390625
==> Epoch 432/2000
==> Test
Train Loss 0.7318729162216187	 Train Accuracy (%): 73.73999786376953 	 Test Accuracy (%): 45.59000015258789	 gHg: 31.88650894165039	 smoothness 11.436942100524902	 sharpness 35.245059967041016
==> Epoch 433/2000
==> Test
Train Loss 0.7382134199142456	 Train Accuracy (%): 73.05999755859375 	 Test Accuracy (%): 45.939998626708984	 gHg: 45.26080322265625	 smoothness 13.906895637512207	 sharpness 33.19219970703125
==> Epoch 434/2000
==> Test
Train Loss 0.729424774646759	 Train Accuracy (%): 73.41999816894531 	 Test Accuracy (%): 46.13999938964844	 gHg: 24.34150505065918	 smoothness 12.891098022460938	 sharpness 34.039302825927734
==> Epoch 435/2000
==> Test
Train Loss 0.7106913924217224	 Train Accuracy (%): 74.44000244140625 	 Test Accuracy (%): 45.52000045776367	 gHg: 22.955726623535156	 smoothness 9.18978214263916	 sharpness 36.2726936340332
==> Epoch 436/2000
==> Test
Train Loss 0.7072664499282837	 Train Accuracy (%): 74.37999725341797 	 Test Accuracy (%): 46.040000915527344	 gHg: 17.787803649902344	 smoothness 11.545413970947266	 sharpness 34.39258575439453
==> Epoch 437/2000
==> Test
Train Loss 0.7092511057853699	 Train Accuracy (%): 74.12000274658203 	 Test Accuracy (%): 45.81999969482422	 gHg: 17.058353424072266	 smoothness 8.371721267700195	 sharpness 34.59825134277344
==> Epoch 438/2000
==> Test
Train Loss 0.7009440660476685	 Train Accuracy (%): 74.73999786376953 	 Test Accuracy (%): 46.119998931884766	 gHg: 31.980213165283203	 smoothness 12.527297973632812	 sharpness 35.235225677490234
==> Epoch 439/2000
==> Test
Train Loss 0.7263954281806946	 Train Accuracy (%): 74.08000183105469 	 Test Accuracy (%): 45.47999954223633	 gHg: 17.162616729736328	 smoothness 11.495241165161133	 sharpness 38.38654708862305
==> Epoch 440/2000
==> Test
Train Loss 0.7229556441307068	 Train Accuracy (%): 74.0999984741211 	 Test Accuracy (%): 46.119998931884766	 gHg: 21.217151641845703	 smoothness 9.453548431396484	 sharpness 36.869773864746094
==> Epoch 441/2000
==> Test
Train Loss 0.6866129636764526	 Train Accuracy (%): 74.63999938964844 	 Test Accuracy (%): 45.599998474121094	 gHg: 26.92066192626953	 smoothness 11.638528823852539	 sharpness 37.70672607421875
==> Epoch 442/2000
==> Test
Train Loss 0.6912816166877747	 Train Accuracy (%): 75.77999877929688 	 Test Accuracy (%): 45.349998474121094	 gHg: 19.582313537597656	 smoothness 12.362027168273926	 sharpness 37.21346664428711
==> Epoch 443/2000
==> Test
Train Loss 0.6866329312324524	 Train Accuracy (%): 75.4000015258789 	 Test Accuracy (%): 45.209999084472656	 gHg: 17.91535758972168	 smoothness 9.892990112304688	 sharpness 37.61806106567383
==> Epoch 444/2000
==> Test
Train Loss 0.7204719185829163	 Train Accuracy (%): 74.05999755859375 	 Test Accuracy (%): 45.70000076293945	 gHg: 25.904788970947266	 smoothness 12.238739967346191	 sharpness 38.066864013671875
==> Epoch 445/2000
==> Test
Train Loss 0.6955683827400208	 Train Accuracy (%): 75.13999938964844 	 Test Accuracy (%): 45.72999954223633	 gHg: 26.21554946899414	 smoothness 12.434344291687012	 sharpness 38.009498596191406
==> Epoch 446/2000
==> Test
Train Loss 0.7063027024269104	 Train Accuracy (%): 75.45999908447266 	 Test Accuracy (%): 45.66999816894531	 gHg: 29.628639221191406	 smoothness 11.480372428894043	 sharpness 40.176448822021484
==> Epoch 447/2000
==> Test
Train Loss 0.7159063220024109	 Train Accuracy (%): 74.16000366210938 	 Test Accuracy (%): 46.400001525878906	 gHg: 66.05701446533203	 smoothness 13.94506549835205	 sharpness 38.9991340637207
==> Epoch 448/2000
==> Test
Train Loss 0.6893230676651001	 Train Accuracy (%): 75.31999969482422 	 Test Accuracy (%): 46.189998626708984	 gHg: 48.198524475097656	 smoothness 15.183764457702637	 sharpness 39.43458938598633
==> Epoch 449/2000
==> Test
Train Loss 0.6765973567962646	 Train Accuracy (%): 75.5199966430664 	 Test Accuracy (%): 45.7599983215332	 gHg: 15.952378273010254	 smoothness 10.021920204162598	 sharpness 38.7273063659668
==> Epoch 450/2000
==> Test
Train Loss 0.7127465605735779	 Train Accuracy (%): 74.36000061035156 	 Test Accuracy (%): 45.779998779296875	 gHg: 90.57327270507812	 smoothness 11.055534362792969	 sharpness 41.856101989746094
==> Epoch 451/2000
==> Test
Train Loss 0.7160567045211792	 Train Accuracy (%): 74.63999938964844 	 Test Accuracy (%): 44.209999084472656	 gHg: 94.51580047607422	 smoothness 17.2414493560791	 sharpness 42.470191955566406
==> Epoch 452/2000
==> Test
Train Loss 0.7005111575126648	 Train Accuracy (%): 74.45999908447266 	 Test Accuracy (%): 44.97999954223633	 gHg: 70.703369140625	 smoothness 12.90136432647705	 sharpness 38.50457000732422
==> Epoch 453/2000
==> Test
Train Loss 0.7572422623634338	 Train Accuracy (%): 72.26000213623047 	 Test Accuracy (%): 44.72999954223633	 gHg: 135.0394287109375	 smoothness 16.133739471435547	 sharpness 41.55399703979492
==> Epoch 454/2000
==> Test
Train Loss 0.7293264865875244	 Train Accuracy (%): 73.81999969482422 	 Test Accuracy (%): 45.90999984741211	 gHg: 89.8606185913086	 smoothness 15.243451118469238	 sharpness 39.10980987548828
==> Epoch 455/2000
==> Test
Train Loss 0.7068944573402405	 Train Accuracy (%): 74.4800033569336 	 Test Accuracy (%): 45.439998626708984	 gHg: 58.05619812011719	 smoothness 11.405478477478027	 sharpness 36.263832092285156
==> Epoch 456/2000
==> Test
Train Loss 0.7143223285675049	 Train Accuracy (%): 74.0 	 Test Accuracy (%): 45.189998626708984	 gHg: 109.12281799316406	 smoothness 14.415350914001465	 sharpness 40.511348724365234
==> Epoch 457/2000
==> Test
Train Loss 0.7070090174674988	 Train Accuracy (%): 74.05999755859375 	 Test Accuracy (%): 45.38999938964844	 gHg: 70.4560546875	 smoothness 13.5329008102417	 sharpness 36.1475715637207
==> Epoch 458/2000
==> Test
Train Loss 0.7074671983718872	 Train Accuracy (%): 74.66000366210938 	 Test Accuracy (%): 44.95000076293945	 gHg: 59.09120178222656	 smoothness 11.428948402404785	 sharpness 37.44739532470703
==> Epoch 459/2000
==> Test
Train Loss 0.7082085013389587	 Train Accuracy (%): 74.19999694824219 	 Test Accuracy (%): 44.849998474121094	 gHg: 91.16535949707031	 smoothness 13.442597389221191	 sharpness 37.67828369140625
==> Epoch 460/2000
==> Test
Train Loss 0.7023639678955078	 Train Accuracy (%): 74.80000305175781 	 Test Accuracy (%): 44.47999954223633	 gHg: 68.21131896972656	 smoothness 12.823175430297852	 sharpness 38.870750427246094
==> Epoch 461/2000
==> Test
Train Loss 0.7252241373062134	 Train Accuracy (%): 73.73999786376953 	 Test Accuracy (%): 45.290000915527344	 gHg: 96.40335845947266	 smoothness 12.508895874023438	 sharpness 39.3754768371582
==> Epoch 462/2000
==> Test
Train Loss 0.7285586595535278	 Train Accuracy (%): 73.36000061035156 	 Test Accuracy (%): 44.900001525878906	 gHg: 98.35147094726562	 smoothness 14.078007698059082	 sharpness 33.85987854003906
==> Epoch 463/2000
==> Test
Train Loss 0.7300668358802795	 Train Accuracy (%): 72.9800033569336 	 Test Accuracy (%): 44.290000915527344	 gHg: 100.47303771972656	 smoothness 11.596466064453125	 sharpness 40.023536682128906
==> Epoch 464/2000
==> Test
Train Loss 0.7550968527793884	 Train Accuracy (%): 72.27999877929688 	 Test Accuracy (%): 46.130001068115234	 gHg: 120.9317626953125	 smoothness 14.46494197845459	 sharpness 37.52147674560547
==> Epoch 465/2000
==> Test
Train Loss 0.7344902157783508	 Train Accuracy (%): 73.41999816894531 	 Test Accuracy (%): 45.150001525878906	 gHg: 151.0430908203125	 smoothness 14.022453308105469	 sharpness 37.37637710571289
==> Epoch 466/2000
==> Test
Train Loss 0.740924596786499	 Train Accuracy (%): 72.94000244140625 	 Test Accuracy (%): 44.130001068115234	 gHg: 122.32390594482422	 smoothness 12.447288513183594	 sharpness 38.50693893432617
==> Epoch 467/2000
==> Test
Train Loss 0.7564011216163635	 Train Accuracy (%): 73.0199966430664 	 Test Accuracy (%): 45.66999816894531	 gHg: 137.03836059570312	 smoothness 14.181754112243652	 sharpness 37.28115463256836
==> Epoch 468/2000
==> Test
Train Loss 0.7241432666778564	 Train Accuracy (%): 73.9000015258789 	 Test Accuracy (%): 44.959999084472656	 gHg: 92.61907958984375	 smoothness 12.832484245300293	 sharpness 36.058982849121094
==> Epoch 469/2000
==> Test
Train Loss 0.7402944564819336	 Train Accuracy (%): 73.26000213623047 	 Test Accuracy (%): 45.459999084472656	 gHg: 126.66471862792969	 smoothness 11.165574073791504	 sharpness 38.99291229248047
==> Epoch 470/2000
==> Test
Train Loss 0.7199133038520813	 Train Accuracy (%): 73.86000061035156 	 Test Accuracy (%): 44.70000076293945	 gHg: 85.92279052734375	 smoothness 13.650263786315918	 sharpness 34.59553146362305
==> Epoch 471/2000
==> Test
Train Loss 0.7532820701599121	 Train Accuracy (%): 71.9800033569336 	 Test Accuracy (%): 45.02000045776367	 gHg: 179.14297485351562	 smoothness 11.057836532592773	 sharpness 38.083984375
==> Epoch 472/2000
==> Test
Train Loss 0.7670686841011047	 Train Accuracy (%): 72.13999938964844 	 Test Accuracy (%): 44.77000045776367	 gHg: 112.1570053100586	 smoothness 16.200092315673828	 sharpness 37.21553039550781
==> Epoch 473/2000
==> Test
Train Loss 0.7088873386383057	 Train Accuracy (%): 74.19999694824219 	 Test Accuracy (%): 45.15999984741211	 gHg: 78.1685791015625	 smoothness 9.24132251739502	 sharpness 35.91077423095703
==> Epoch 474/2000
==> Test
Train Loss 0.7502171397209167	 Train Accuracy (%): 73.0199966430664 	 Test Accuracy (%): 45.970001220703125	 gHg: 126.20848846435547	 smoothness 16.07024383544922	 sharpness 36.68425750732422
==> Epoch 475/2000
==> Test
Train Loss 0.7023048400878906	 Train Accuracy (%): 74.87999725341797 	 Test Accuracy (%): 43.529998779296875	 gHg: 61.886314392089844	 smoothness 10.659589767456055	 sharpness 30.893692016601562
==> Epoch 476/2000
==> Test
Train Loss 0.7343021035194397	 Train Accuracy (%): 73.23999786376953 	 Test Accuracy (%): 45.810001373291016	 gHg: 149.47885131835938	 smoothness 15.873435974121094	 sharpness 37.948970794677734
==> Epoch 477/2000
==> Test
Train Loss 0.6673279404640198	 Train Accuracy (%): 76.23999786376953 	 Test Accuracy (%): 45.27000045776367	 gHg: 31.354196548461914	 smoothness 11.503952026367188	 sharpness 34.688636779785156
==> Epoch 478/2000
==> Test
Train Loss 0.7260040640830994	 Train Accuracy (%): 74.4000015258789 	 Test Accuracy (%): 45.40999984741211	 gHg: 74.17898559570312	 smoothness 10.218127250671387	 sharpness 31.590559005737305
==> Epoch 479/2000
==> Test
Train Loss 0.6923141479492188	 Train Accuracy (%): 74.9000015258789 	 Test Accuracy (%): 46.029998779296875	 gHg: 55.47632598876953	 smoothness 12.914008140563965	 sharpness 34.33231735229492
==> Epoch 480/2000
==> Test
Train Loss 0.7061769366264343	 Train Accuracy (%): 74.12000274658203 	 Test Accuracy (%): 46.04999923706055	 gHg: 64.90100860595703	 smoothness 12.846719741821289	 sharpness 33.04800033569336
==> Epoch 481/2000
==> Test
Train Loss 0.6671764850616455	 Train Accuracy (%): 76.0199966430664 	 Test Accuracy (%): 44.38999938964844	 gHg: 26.1647891998291	 smoothness 10.9982328414917	 sharpness 32.91915512084961
==> Epoch 482/2000
==> Test
Train Loss 0.7201728224754333	 Train Accuracy (%): 74.08000183105469 	 Test Accuracy (%): 45.630001068115234	 gHg: 98.59031677246094	 smoothness 10.638833045959473	 sharpness 35.53997039794922
==> Epoch 483/2000
==> Test
Train Loss 0.6716282963752747	 Train Accuracy (%): 76.80000305175781 	 Test Accuracy (%): 45.27000045776367	 gHg: 73.7193832397461	 smoothness 15.350874900817871	 sharpness 34.116668701171875
==> Epoch 484/2000
==> Test
Train Loss 0.6687604784965515	 Train Accuracy (%): 75.95999908447266 	 Test Accuracy (%): 44.83000183105469	 gHg: 60.290977478027344	 smoothness 11.341761589050293	 sharpness 33.37107849121094
==> Epoch 485/2000
==> Test
Train Loss 0.6672483682632446	 Train Accuracy (%): 76.04000091552734 	 Test Accuracy (%): 46.38999938964844	 gHg: 53.167964935302734	 smoothness 13.317112922668457	 sharpness 33.55018615722656
==> Epoch 486/2000
==> Test
Train Loss 0.6770436763763428	 Train Accuracy (%): 75.08000183105469 	 Test Accuracy (%): 45.400001525878906	 gHg: 72.51477813720703	 smoothness 11.925537109375	 sharpness 38.945068359375
==> Epoch 487/2000
==> Test
Train Loss 0.6874127388000488	 Train Accuracy (%): 74.63999938964844 	 Test Accuracy (%): 45.81999969482422	 gHg: 77.75572204589844	 smoothness 15.187739372253418	 sharpness 35.36660385131836
==> Epoch 488/2000
==> Test
Train Loss 0.669109046459198	 Train Accuracy (%): 75.86000061035156 	 Test Accuracy (%): 45.119998931884766	 gHg: 55.381553649902344	 smoothness 12.361770629882812	 sharpness 32.54182434082031
==> Epoch 489/2000
==> Test
Train Loss 0.6820535063743591	 Train Accuracy (%): 75.31999969482422 	 Test Accuracy (%): 45.060001373291016	 gHg: 52.83551025390625	 smoothness 13.07629108428955	 sharpness 37.00440216064453
==> Epoch 490/2000
==> Test
Train Loss 0.6682611107826233	 Train Accuracy (%): 76.22000122070312 	 Test Accuracy (%): 45.7599983215332	 gHg: 72.21636199951172	 smoothness 12.474603652954102	 sharpness 35.32148742675781
==> Epoch 491/2000
==> Test
Train Loss 0.6882621645927429	 Train Accuracy (%): 75.4000015258789 	 Test Accuracy (%): 45.2599983215332	 gHg: 100.09284973144531	 smoothness 15.755985260009766	 sharpness 36.88552474975586
==> Epoch 492/2000
==> Test
Train Loss 0.656385600566864	 Train Accuracy (%): 75.9800033569336 	 Test Accuracy (%): 45.630001068115234	 gHg: 39.05256652832031	 smoothness 13.154674530029297	 sharpness 35.49923324584961
==> Epoch 493/2000
==> Test
Train Loss 0.6475695371627808	 Train Accuracy (%): 76.5199966430664 	 Test Accuracy (%): 46.04999923706055	 gHg: 67.48127746582031	 smoothness 9.673603057861328	 sharpness 33.99314498901367
==> Epoch 494/2000
==> Test
Train Loss 0.6919376254081726	 Train Accuracy (%): 74.23999786376953 	 Test Accuracy (%): 45.15999984741211	 gHg: 110.05094146728516	 smoothness 16.723838806152344	 sharpness 36.74848175048828
==> Epoch 495/2000
==> Test
Train Loss 0.6717111468315125	 Train Accuracy (%): 75.30000305175781 	 Test Accuracy (%): 46.040000915527344	 gHg: 69.24317169189453	 smoothness 13.839513778686523	 sharpness 35.871524810791016
==> Epoch 496/2000
==> Test
Train Loss 0.6415410041809082	 Train Accuracy (%): 77.27999877929688 	 Test Accuracy (%): 45.91999816894531	 gHg: 72.40579223632812	 smoothness 12.184725761413574	 sharpness 36.14582061767578
==> Epoch 497/2000
==> Test
Train Loss 0.6420737504959106	 Train Accuracy (%): 76.69999694824219 	 Test Accuracy (%): 45.81999969482422	 gHg: 64.85576629638672	 smoothness 15.017232894897461	 sharpness 36.491004943847656
==> Epoch 498/2000
==> Test
Train Loss 0.649947464466095	 Train Accuracy (%): 76.91999816894531 	 Test Accuracy (%): 45.619998931884766	 gHg: 33.83958435058594	 smoothness 10.745722770690918	 sharpness 34.60525131225586
==> Epoch 499/2000
==> Test
Train Loss 0.6581357717514038	 Train Accuracy (%): 76.12000274658203 	 Test Accuracy (%): 45.790000915527344	 gHg: 82.58406066894531	 smoothness 13.205866813659668	 sharpness 35.415889739990234
==> Epoch 500/2000
==> Test
Train Loss 0.6545761823654175	 Train Accuracy (%): 75.72000122070312 	 Test Accuracy (%): 46.130001068115234	 gHg: 67.27145385742188	 smoothness 15.717223167419434	 sharpness 39.47779083251953
==> Epoch 501/2000
==> Test
Train Loss 0.6368080973625183	 Train Accuracy (%): 77.37999725341797 	 Test Accuracy (%): 45.439998626708984	 gHg: 19.252220153808594	 smoothness 10.435203552246094	 sharpness 35.6551399230957
==> Epoch 502/2000
==> Test
Train Loss 0.6460586190223694	 Train Accuracy (%): 76.22000122070312 	 Test Accuracy (%): 44.84000015258789	 gHg: 66.50873565673828	 smoothness 10.153364181518555	 sharpness 35.84161376953125
==> Epoch 503/2000
==> Test
Train Loss 0.6448292136192322	 Train Accuracy (%): 76.30000305175781 	 Test Accuracy (%): 46.150001525878906	 gHg: 72.26073455810547	 smoothness 15.709394454956055	 sharpness 39.1802978515625
==> Epoch 504/2000
==> Test
Train Loss 0.6311449408531189	 Train Accuracy (%): 77.08000183105469 	 Test Accuracy (%): 44.7400016784668	 gHg: 48.636600494384766	 smoothness 11.80984115600586	 sharpness 35.44711685180664
==> Epoch 505/2000
==> Test
Train Loss 0.6396018266677856	 Train Accuracy (%): 76.69999694824219 	 Test Accuracy (%): 46.08000183105469	 gHg: 112.33279418945312	 smoothness 14.732992172241211	 sharpness 39.14500045776367
==> Epoch 506/2000
==> Test
Train Loss 0.6549374461174011	 Train Accuracy (%): 76.16000366210938 	 Test Accuracy (%): 45.689998626708984	 gHg: 56.575653076171875	 smoothness 14.33786392211914	 sharpness 36.22426986694336
==> Epoch 507/2000
==> Test
Train Loss 0.6176597476005554	 Train Accuracy (%): 77.68000030517578 	 Test Accuracy (%): 44.29999923706055	 gHg: 48.327415466308594	 smoothness 10.233731269836426	 sharpness 35.93271255493164
==> Epoch 508/2000
==> Test
Train Loss 0.6595378518104553	 Train Accuracy (%): 75.80000305175781 	 Test Accuracy (%): 45.65999984741211	 gHg: 133.60357666015625	 smoothness 16.28383445739746	 sharpness 37.5241584777832
==> Epoch 509/2000
==> Test
Train Loss 0.6668051481246948	 Train Accuracy (%): 75.31999969482422 	 Test Accuracy (%): 45.150001525878906	 gHg: 175.60191345214844	 smoothness 16.4124813079834	 sharpness 43.883270263671875
==> Epoch 510/2000
==> Test
Train Loss 0.6929469704627991	 Train Accuracy (%): 74.05999755859375 	 Test Accuracy (%): 45.7400016784668	 gHg: 167.318115234375	 smoothness 16.562471389770508	 sharpness 39.622196197509766
==> Epoch 511/2000
==> Test
Train Loss 0.6446524262428284	 Train Accuracy (%): 77.30000305175781 	 Test Accuracy (%): 45.220001220703125	 gHg: 88.07575988769531	 smoothness 13.775132179260254	 sharpness 36.618988037109375
==> Epoch 512/2000
==> Test
Train Loss 0.6521614193916321	 Train Accuracy (%): 75.94000244140625 	 Test Accuracy (%): 45.08000183105469	 gHg: 151.5584716796875	 smoothness 11.305068969726562	 sharpness 42.47223663330078
==> Epoch 513/2000
==> Test
Train Loss 0.7018586993217468	 Train Accuracy (%): 74.5999984741211 	 Test Accuracy (%): 45.900001525878906	 gHg: 114.5611572265625	 smoothness 16.784208297729492	 sharpness 38.282737731933594
==> Epoch 514/2000
==> Test
Train Loss 0.6335382461547852	 Train Accuracy (%): 77.58000183105469 	 Test Accuracy (%): 44.0	 gHg: 68.19334411621094	 smoothness 10.291935920715332	 sharpness 37.400691986083984
==> Epoch 515/2000
==> Test
Train Loss 0.7104689478874207	 Train Accuracy (%): 74.22000122070312 	 Test Accuracy (%): 45.849998474121094	 gHg: 290.8232116699219	 smoothness 16.304519653320312	 sharpness 44.507843017578125
==> Epoch 516/2000
==> Test
Train Loss 0.6705322265625	 Train Accuracy (%): 76.76000213623047 	 Test Accuracy (%): 45.689998626708984	 gHg: 72.33018493652344	 smoothness 14.878738403320312	 sharpness 34.14138412475586
==> Epoch 517/2000
==> Test
Train Loss 0.6774098873138428	 Train Accuracy (%): 76.12000274658203 	 Test Accuracy (%): 44.45000076293945	 gHg: 75.44377899169922	 smoothness 6.036429405212402	 sharpness 39.0217170715332
==> Epoch 518/2000
==> Test
Train Loss 0.6973572373390198	 Train Accuracy (%): 73.81999969482422 	 Test Accuracy (%): 45.099998474121094	 gHg: 140.09439086914062	 smoothness 16.620832443237305	 sharpness 40.44182205200195
==> Epoch 519/2000
==> Test
Train Loss 0.6657390594482422	 Train Accuracy (%): 75.44000244140625 	 Test Accuracy (%): 45.34000015258789	 gHg: 85.815185546875	 smoothness 10.671487808227539	 sharpness 34.88782501220703
==> Epoch 520/2000
==> Test
Train Loss 0.6614130735397339	 Train Accuracy (%): 75.77999877929688 	 Test Accuracy (%): 46.31999969482422	 gHg: 62.92955780029297	 smoothness 13.931036949157715	 sharpness 32.74667739868164
==> Epoch 521/2000
==> Test
Train Loss 0.6463348865509033	 Train Accuracy (%): 76.80000305175781 	 Test Accuracy (%): 44.09000015258789	 gHg: 39.469478607177734	 smoothness 7.32361364364624	 sharpness 34.05192184448242
==> Epoch 522/2000
==> Test
Train Loss 0.6970915198326111	 Train Accuracy (%): 74.4000015258789 	 Test Accuracy (%): 45.959999084472656	 gHg: 149.05369567871094	 smoothness 17.73285484313965	 sharpness 37.521549224853516
==> Epoch 523/2000
==> Test
Train Loss 0.634932279586792	 Train Accuracy (%): 77.23999786376953 	 Test Accuracy (%): 45.369998931884766	 gHg: 45.17049026489258	 smoothness 11.56225872039795	 sharpness 32.26968765258789
==> Epoch 524/2000
==> Test
Train Loss 0.6763306856155396	 Train Accuracy (%): 75.72000122070312 	 Test Accuracy (%): 45.439998626708984	 gHg: 66.2540283203125	 smoothness 10.829804420471191	 sharpness 36.089054107666016
==> Epoch 525/2000
==> Test
Train Loss 0.5890241861343384	 Train Accuracy (%): 79.23999786376953 	 Test Accuracy (%): 45.41999816894531	 gHg: 18.998271942138672	 smoothness 10.995870590209961	 sharpness 31.36234474182129
==> Epoch 526/2000
==> Test
Train Loss 0.6564406752586365	 Train Accuracy (%): 75.87999725341797 	 Test Accuracy (%): 46.06999969482422	 gHg: 68.24504852294922	 smoothness 8.049354553222656	 sharpness 35.466373443603516
==> Epoch 527/2000
==> Test
Train Loss 0.6311454176902771	 Train Accuracy (%): 77.54000091552734 	 Test Accuracy (%): 45.189998626708984	 gHg: 23.735492706298828	 smoothness 11.938647270202637	 sharpness 32.35004806518555
==> Epoch 528/2000
==> Test
Train Loss 0.6359431147575378	 Train Accuracy (%): 76.87999725341797 	 Test Accuracy (%): 45.70000076293945	 gHg: 55.80220413208008	 smoothness 7.348276138305664	 sharpness 38.209407806396484
==> Epoch 529/2000
==> Test
Train Loss 0.6035327315330505	 Train Accuracy (%): 78.55999755859375 	 Test Accuracy (%): 44.65999984741211	 gHg: 37.250179290771484	 smoothness 13.26626205444336	 sharpness 34.960777282714844
==> Epoch 530/2000
==> Test
Train Loss 0.6245850920677185	 Train Accuracy (%): 77.0999984741211 	 Test Accuracy (%): 45.560001373291016	 gHg: 68.54458618164062	 smoothness 9.729369163513184	 sharpness 36.936546325683594
==> Epoch 531/2000
==> Test
Train Loss 0.6130915284156799	 Train Accuracy (%): 77.87999725341797 	 Test Accuracy (%): 45.41999816894531	 gHg: 32.41293716430664	 smoothness 13.541884422302246	 sharpness 34.94324493408203
==> Epoch 532/2000
==> Test
Train Loss 0.6216756105422974	 Train Accuracy (%): 77.5 	 Test Accuracy (%): 45.45000076293945	 gHg: 45.796974182128906	 smoothness 6.332484722137451	 sharpness 34.5735969543457
==> Epoch 533/2000
==> Test
Train Loss 0.6155256032943726	 Train Accuracy (%): 77.58000183105469 	 Test Accuracy (%): 45.650001525878906	 gHg: 85.95091247558594	 smoothness 15.953672409057617	 sharpness 39.3836784362793
==> Epoch 534/2000
==> Test
Train Loss 0.6146802306175232	 Train Accuracy (%): 78.0 	 Test Accuracy (%): 46.290000915527344	 gHg: 72.25120544433594	 smoothness 12.480055809020996	 sharpness 33.66050720214844
==> Epoch 535/2000
==> Test
Train Loss 0.6208562254905701	 Train Accuracy (%): 77.68000030517578 	 Test Accuracy (%): 46.4900016784668	 gHg: 63.945098876953125	 smoothness 15.131205558776855	 sharpness 36.796566009521484
==> Epoch 536/2000
==> Test
Train Loss 0.5731014013290405	 Train Accuracy (%): 79.23999786376953 	 Test Accuracy (%): 45.52000045776367	 gHg: 14.76352310180664	 smoothness 9.327130317687988	 sharpness 32.627105712890625
==> Epoch 537/2000
==> Test
Train Loss 0.6322917938232422	 Train Accuracy (%): 76.62000274658203 	 Test Accuracy (%): 45.709999084472656	 gHg: 63.86863327026367	 smoothness 10.786195755004883	 sharpness 36.27418518066406
==> Epoch 538/2000
==> Test
Train Loss 0.6001564264297485	 Train Accuracy (%): 79.26000213623047 	 Test Accuracy (%): 45.650001525878906	 gHg: 54.12244415283203	 smoothness 13.515021324157715	 sharpness 36.84483337402344
==> Epoch 539/2000
==> Test
Train Loss 0.6110173463821411	 Train Accuracy (%): 77.86000061035156 	 Test Accuracy (%): 44.58000183105469	 gHg: 44.724143981933594	 smoothness 11.930171012878418	 sharpness 36.88005065917969
==> Epoch 540/2000
==> Test
Train Loss 0.6002070307731628	 Train Accuracy (%): 78.12000274658203 	 Test Accuracy (%): 44.70000076293945	 gHg: 32.87588882446289	 smoothness 11.944668769836426	 sharpness 35.753360748291016
==> Epoch 541/2000
==> Test
Train Loss 0.6140301823616028	 Train Accuracy (%): 78.33999633789062 	 Test Accuracy (%): 45.380001068115234	 gHg: 47.13878631591797	 smoothness 9.339156150817871	 sharpness 36.92854309082031
==> Epoch 542/2000
==> Test
Train Loss 0.5920705795288086	 Train Accuracy (%): 78.44000244140625 	 Test Accuracy (%): 46.029998779296875	 gHg: 48.69306182861328	 smoothness 14.157974243164062	 sharpness 36.18777847290039
==> Epoch 543/2000
==> Test
Train Loss 0.5754852890968323	 Train Accuracy (%): 79.18000030517578 	 Test Accuracy (%): 46.099998474121094	 gHg: 43.02720642089844	 smoothness 10.89313793182373	 sharpness 35.768104553222656
==> Epoch 544/2000
==> Test
Train Loss 0.5817744135856628	 Train Accuracy (%): 79.44000244140625 	 Test Accuracy (%): 44.81999969482422	 gHg: 53.334442138671875	 smoothness 13.824446678161621	 sharpness 36.02367401123047
==> Epoch 545/2000
==> Test
Train Loss 0.593528151512146	 Train Accuracy (%): 78.91999816894531 	 Test Accuracy (%): 45.59000015258789	 gHg: 66.41270446777344	 smoothness 13.632802963256836	 sharpness 37.04889678955078
==> Epoch 546/2000
==> Test
Train Loss 0.6030791997909546	 Train Accuracy (%): 78.55999755859375 	 Test Accuracy (%): 45.540000915527344	 gHg: 76.47273254394531	 smoothness 14.860962867736816	 sharpness 39.921443939208984
==> Epoch 547/2000
==> Test
Train Loss 0.5694429874420166	 Train Accuracy (%): 79.94000244140625 	 Test Accuracy (%): 44.400001525878906	 gHg: 49.86300277709961	 smoothness 11.978926658630371	 sharpness 37.64039993286133
==> Epoch 548/2000
==> Test
Train Loss 0.6053916215896606	 Train Accuracy (%): 78.5199966430664 	 Test Accuracy (%): 46.11000061035156	 gHg: 119.91031646728516	 smoothness 14.408917427062988	 sharpness 40.92217254638672
==> Epoch 549/2000
==> Test
Train Loss 0.6315769553184509	 Train Accuracy (%): 76.95999908447266 	 Test Accuracy (%): 44.279998779296875	 gHg: 145.3709259033203	 smoothness 16.726295471191406	 sharpness 42.36664962768555
==> Epoch 550/2000
==> Test
Train Loss 0.6376603245735168	 Train Accuracy (%): 76.13999938964844 	 Test Accuracy (%): 46.0099983215332	 gHg: 237.01165771484375	 smoothness 15.826780319213867	 sharpness 47.76594161987305
==> Epoch 551/2000
==> Test
Train Loss 0.6383174657821655	 Train Accuracy (%): 76.9000015258789 	 Test Accuracy (%): 45.91999816894531	 gHg: 105.70492553710938	 smoothness 15.91871166229248	 sharpness 37.84091567993164
==> Epoch 552/2000
==> Test
Train Loss 0.5991136431694031	 Train Accuracy (%): 78.26000213623047 	 Test Accuracy (%): 43.459999084472656	 gHg: 89.55107116699219	 smoothness 10.953836441040039	 sharpness 38.802764892578125
==> Epoch 553/2000
==> Test
Train Loss 0.7128699421882629	 Train Accuracy (%): 74.12000274658203 	 Test Accuracy (%): 45.220001220703125	 gHg: 504.7720947265625	 smoothness 16.698766708374023	 sharpness 51.84192657470703
==> Epoch 554/2000
==> Test
Train Loss 0.7866798639297485	 Train Accuracy (%): 74.55999755859375 	 Test Accuracy (%): 43.560001373291016	 gHg: 174.64996337890625	 smoothness 16.03385353088379	 sharpness 39.69122314453125
==> Epoch 555/2000
==> Test
Train Loss 0.767585039138794	 Train Accuracy (%): 73.19999694824219 	 Test Accuracy (%): 42.16999816894531	 gHg: 215.0137939453125	 smoothness 10.502193450927734	 sharpness 38.80885314941406
==> Epoch 556/2000
==> Test
Train Loss 0.8253012895584106	 Train Accuracy (%): 69.30000305175781 	 Test Accuracy (%): 43.43000030517578	 gHg: 992.7353515625	 smoothness 16.00865364074707	 sharpness 51.58305740356445
==> Epoch 557/2000
==> Test
Train Loss 0.9203037023544312	 Train Accuracy (%): 70.08000183105469 	 Test Accuracy (%): 44.08000183105469	 gHg: 386.59637451171875	 smoothness 14.547722816467285	 sharpness 41.328590393066406
==> Epoch 558/2000
==> Test
Train Loss 0.9019805788993835	 Train Accuracy (%): 70.72000122070312 	 Test Accuracy (%): 43.599998474121094	 gHg: 200.1182098388672	 smoothness 10.583853721618652	 sharpness 36.14297866821289
==> Epoch 559/2000
==> Test
Train Loss 0.9035167098045349	 Train Accuracy (%): 68.05999755859375 	 Test Accuracy (%): 45.0099983215332	 gHg: 286.96856689453125	 smoothness 12.761895179748535	 sharpness 38.28065872192383
==> Epoch 560/2000
==> Test
Train Loss 0.8065279126167297	 Train Accuracy (%): 71.41999816894531 	 Test Accuracy (%): 44.400001525878906	 gHg: 101.4450454711914	 smoothness 9.145052909851074	 sharpness 27.377534866333008
==> Epoch 561/2000
==> Test
Train Loss 0.8546323180198669	 Train Accuracy (%): 68.86000061035156 	 Test Accuracy (%): 44.380001068115234	 gHg: 109.07518005371094	 smoothness 9.97537612915039	 sharpness 30.70130729675293
==> Epoch 562/2000
==> Test
Train Loss 0.77511066198349	 Train Accuracy (%): 72.16000366210938 	 Test Accuracy (%): 43.349998474121094	 gHg: 41.461673736572266	 smoothness 8.022997856140137	 sharpness 29.545202255249023
==> Epoch 563/2000
==> Test
Train Loss 0.8237093687057495	 Train Accuracy (%): 70.5199966430664 	 Test Accuracy (%): 44.25	 gHg: 70.75904083251953	 smoothness 11.359602928161621	 sharpness 30.709697723388672
==> Epoch 564/2000
==> Test
Train Loss 0.7925506830215454	 Train Accuracy (%): 71.45999908447266 	 Test Accuracy (%): 44.38999938964844	 gHg: 44.958194732666016	 smoothness 5.619787216186523	 sharpness 25.91365623474121
==> Epoch 565/2000
==> Test
Train Loss 0.7445680499076843	 Train Accuracy (%): 72.83999633789062 	 Test Accuracy (%): 44.04999923706055	 gHg: 13.451510429382324	 smoothness 9.377840995788574	 sharpness 22.098554611206055
==> Epoch 566/2000
==> Test
Train Loss 0.7751322984695435	 Train Accuracy (%): 72.0199966430664 	 Test Accuracy (%): 44.279998779296875	 gHg: 26.221874237060547	 smoothness 4.869811058044434	 sharpness 26.049575805664062
==> Epoch 567/2000
==> Test
Train Loss 0.7156086564064026	 Train Accuracy (%): 74.16000366210938 	 Test Accuracy (%): 43.560001373291016	 gHg: 15.59090805053711	 smoothness 6.36599588394165	 sharpness 25.51968765258789
==> Epoch 568/2000
==> Test
Train Loss 0.731908917427063	 Train Accuracy (%): 72.86000061035156 	 Test Accuracy (%): 44.709999084472656	 gHg: 44.44591522216797	 smoothness 9.81589412689209	 sharpness 27.899072647094727
==> Epoch 569/2000
==> Test
Train Loss 0.7171683311462402	 Train Accuracy (%): 73.63999938964844 	 Test Accuracy (%): 45.279998779296875	 gHg: 19.490591049194336	 smoothness 7.6025071144104	 sharpness 24.468994140625
==> Epoch 570/2000
==> Test
Train Loss 0.6767205595970154	 Train Accuracy (%): 75.80000305175781 	 Test Accuracy (%): 45.650001525878906	 gHg: 12.002577781677246	 smoothness 7.101425647735596	 sharpness 24.774229049682617
==> Epoch 571/2000
==> Test
Train Loss 0.677675724029541	 Train Accuracy (%): 75.04000091552734 	 Test Accuracy (%): 46.25	 gHg: 26.829700469970703	 smoothness 8.916497230529785	 sharpness 25.964488983154297
==> Epoch 572/2000
==> Test
Train Loss 0.6721356511116028	 Train Accuracy (%): 76.04000091552734 	 Test Accuracy (%): 45.41999816894531	 gHg: 16.20277976989746	 smoothness 6.078155994415283	 sharpness 26.144180297851562
==> Epoch 573/2000
==> Test
Train Loss 0.6848117113113403	 Train Accuracy (%): 74.77999877929688 	 Test Accuracy (%): 45.380001068115234	 gHg: 18.023277282714844	 smoothness 9.913263320922852	 sharpness 27.804092407226562
==> Epoch 574/2000
==> Test
Train Loss 0.6638079285621643	 Train Accuracy (%): 74.76000213623047 	 Test Accuracy (%): 45.75	 gHg: 17.98702621459961	 smoothness 5.3719377517700195	 sharpness 27.866796493530273
==> Epoch 575/2000
==> Test
Train Loss 0.6305487751960754	 Train Accuracy (%): 77.44000244140625 	 Test Accuracy (%): 45.380001068115234	 gHg: 21.743988037109375	 smoothness 10.003656387329102	 sharpness 27.74911117553711
==> Epoch 576/2000
==> Test
Train Loss 0.6404401659965515	 Train Accuracy (%): 76.13999938964844 	 Test Accuracy (%): 45.66999816894531	 gHg: 25.10502815246582	 smoothness 8.570784568786621	 sharpness 28.645336151123047
==> Epoch 577/2000
==> Test
Train Loss 0.6108960509300232	 Train Accuracy (%): 77.41999816894531 	 Test Accuracy (%): 45.40999984741211	 gHg: 25.73187828063965	 smoothness 8.638261795043945	 sharpness 29.7340030670166
==> Epoch 578/2000
==> Test
Train Loss 0.6427562236785889	 Train Accuracy (%): 76.5199966430664 	 Test Accuracy (%): 45.709999084472656	 gHg: 64.27104949951172	 smoothness 11.480052947998047	 sharpness 36.45253372192383
==> Epoch 579/2000
==> Test
Train Loss 0.6036850214004517	 Train Accuracy (%): 78.05999755859375 	 Test Accuracy (%): 45.380001068115234	 gHg: 25.38890838623047	 smoothness 11.624342918395996	 sharpness 31.68467140197754
==> Epoch 580/2000
==> Test
Train Loss 0.6070998311042786	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 45.47999954223633	 gHg: 21.890642166137695	 smoothness 8.062006950378418	 sharpness 31.621320724487305
==> Epoch 581/2000
==> Test
Train Loss 0.6134287118911743	 Train Accuracy (%): 78.23999786376953 	 Test Accuracy (%): 45.810001373291016	 gHg: 36.593292236328125	 smoothness 10.671235084533691	 sharpness 32.0472412109375
==> Epoch 582/2000
==> Test
Train Loss 0.5846170783042908	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 46.060001373291016	 gHg: 20.605867385864258	 smoothness 11.44489860534668	 sharpness 29.059816360473633
==> Epoch 583/2000
==> Test
Train Loss 0.600727379322052	 Train Accuracy (%): 77.62000274658203 	 Test Accuracy (%): 46.220001220703125	 gHg: 24.71775245666504	 smoothness 9.204065322875977	 sharpness 33.317832946777344
==> Epoch 584/2000
==> Test
Train Loss 0.5791056752204895	 Train Accuracy (%): 78.87999725341797 	 Test Accuracy (%): 45.779998779296875	 gHg: 12.392709732055664	 smoothness 10.579472541809082	 sharpness 31.38461685180664
==> Epoch 585/2000
==> Test
Train Loss 0.5690210461616516	 Train Accuracy (%): 79.33999633789062 	 Test Accuracy (%): 45.68000030517578	 gHg: 14.12812614440918	 smoothness 8.103330612182617	 sharpness 31.26466178894043
==> Epoch 586/2000
==> Test
Train Loss 0.5660426616668701	 Train Accuracy (%): 79.58000183105469 	 Test Accuracy (%): 45.63999938964844	 gHg: 18.219581604003906	 smoothness 9.520806312561035	 sharpness 32.34331512451172
==> Epoch 587/2000
==> Test
Train Loss 0.5716956853866577	 Train Accuracy (%): 79.83999633789062 	 Test Accuracy (%): 45.06999969482422	 gHg: 26.52341079711914	 smoothness 9.746051788330078	 sharpness 33.12905502319336
==> Epoch 588/2000
==> Test
Train Loss 0.5591821074485779	 Train Accuracy (%): 80.76000213623047 	 Test Accuracy (%): 45.279998779296875	 gHg: 26.913440704345703	 smoothness 12.163726806640625	 sharpness 31.92546844482422
==> Epoch 589/2000
==> Test
Train Loss 0.5648050308227539	 Train Accuracy (%): 79.37999725341797 	 Test Accuracy (%): 45.45000076293945	 gHg: 25.13118553161621	 smoothness 10.978097915649414	 sharpness 33.38536071777344
==> Epoch 590/2000
==> Test
Train Loss 0.5663167238235474	 Train Accuracy (%): 79.54000091552734 	 Test Accuracy (%): 44.86000061035156	 gHg: 28.051593780517578	 smoothness 10.708223342895508	 sharpness 34.11697769165039
==> Epoch 591/2000
==> Test
Train Loss 0.5561949014663696	 Train Accuracy (%): 80.0999984741211 	 Test Accuracy (%): 45.25	 gHg: 37.5793571472168	 smoothness 12.222794532775879	 sharpness 31.815174102783203
==> Epoch 592/2000
==> Test
Train Loss 0.5697340369224548	 Train Accuracy (%): 79.62000274658203 	 Test Accuracy (%): 45.040000915527344	 gHg: 31.34110450744629	 smoothness 11.660947799682617	 sharpness 35.26076889038086
==> Epoch 593/2000
==> Test
Train Loss 0.5516348481178284	 Train Accuracy (%): 80.33999633789062 	 Test Accuracy (%): 44.90999984741211	 gHg: 31.757911682128906	 smoothness 11.414606094360352	 sharpness 32.8055305480957
==> Epoch 594/2000
==> Test
Train Loss 0.5663251876831055	 Train Accuracy (%): 80.18000030517578 	 Test Accuracy (%): 45.25	 gHg: 32.079856872558594	 smoothness 11.131662368774414	 sharpness 35.021156311035156
==> Epoch 595/2000
==> Test
Train Loss 0.5223870277404785	 Train Accuracy (%): 80.91999816894531 	 Test Accuracy (%): 45.380001068115234	 gHg: 17.840490341186523	 smoothness 10.828030586242676	 sharpness 34.37255096435547
==> Epoch 596/2000
==> Test
Train Loss 0.5130918622016907	 Train Accuracy (%): 81.94000244140625 	 Test Accuracy (%): 44.900001525878906	 gHg: 18.2893009185791	 smoothness 9.17663288116455	 sharpness 33.41374969482422
==> Epoch 597/2000
==> Test
Train Loss 0.533354640007019	 Train Accuracy (%): 81.22000122070312 	 Test Accuracy (%): 45.88999938964844	 gHg: 27.991235733032227	 smoothness 11.138835906982422	 sharpness 33.0015869140625
==> Epoch 598/2000
==> Test
Train Loss 0.5338394641876221	 Train Accuracy (%): 81.0199966430664 	 Test Accuracy (%): 45.5	 gHg: 25.264341354370117	 smoothness 11.057710647583008	 sharpness 33.38975524902344
==> Epoch 599/2000
==> Test
Train Loss 0.5325049757957458	 Train Accuracy (%): 80.87999725341797 	 Test Accuracy (%): 44.790000915527344	 gHg: 25.51447296142578	 smoothness 11.402934074401855	 sharpness 33.04929733276367
==> Epoch 600/2000
==> Test
Train Loss 0.5245524048805237	 Train Accuracy (%): 81.9000015258789 	 Test Accuracy (%): 45.0099983215332	 gHg: 20.58823585510254	 smoothness 11.012314796447754	 sharpness 32.08652877807617
==> Epoch 601/2000
==> Test
Train Loss 0.5242448449134827	 Train Accuracy (%): 80.73999786376953 	 Test Accuracy (%): 45.45000076293945	 gHg: 14.989620208740234	 smoothness 9.702760696411133	 sharpness 34.707027435302734
==> Epoch 602/2000
==> Test
Train Loss 0.5387561321258545	 Train Accuracy (%): 80.58000183105469 	 Test Accuracy (%): 45.619998931884766	 gHg: 23.00155258178711	 smoothness 10.23681354522705	 sharpness 35.190120697021484
==> Epoch 603/2000
==> Test
Train Loss 0.5360189080238342	 Train Accuracy (%): 80.77999877929688 	 Test Accuracy (%): 46.310001373291016	 gHg: 23.940568923950195	 smoothness 11.380867958068848	 sharpness 36.455787658691406
==> Epoch 604/2000
==> Test
Train Loss 0.5263899564743042	 Train Accuracy (%): 81.27999877929688 	 Test Accuracy (%): 46.56999969482422	 gHg: 20.42560386657715	 smoothness 10.094202041625977	 sharpness 32.149559020996094
==> Epoch 605/2000
==> Test
Train Loss 0.5179166793823242	 Train Accuracy (%): 81.0 	 Test Accuracy (%): 45.38999938964844	 gHg: 28.52509307861328	 smoothness 11.952277183532715	 sharpness 39.597232818603516
==> Epoch 606/2000
==> Test
Train Loss 0.49327319860458374	 Train Accuracy (%): 83.05999755859375 	 Test Accuracy (%): 44.77000045776367	 gHg: 21.163984298706055	 smoothness 10.912760734558105	 sharpness 36.21332550048828
==> Epoch 607/2000
==> Test
Train Loss 0.5214577913284302	 Train Accuracy (%): 81.45999908447266 	 Test Accuracy (%): 44.84000015258789	 gHg: 30.185482025146484	 smoothness 11.335357666015625	 sharpness 37.12113571166992
==> Epoch 608/2000
==> Test
Train Loss 0.5070726275444031	 Train Accuracy (%): 81.77999877929688 	 Test Accuracy (%): 44.66999816894531	 gHg: 33.84041976928711	 smoothness 12.304452896118164	 sharpness 36.159393310546875
==> Epoch 609/2000
==> Test
Train Loss 0.5139462947845459	 Train Accuracy (%): 81.45999908447266 	 Test Accuracy (%): 45.33000183105469	 gHg: 25.644386291503906	 smoothness 11.412768363952637	 sharpness 36.692718505859375
==> Epoch 610/2000
==> Test
Train Loss 0.5257620811462402	 Train Accuracy (%): 81.12000274658203 	 Test Accuracy (%): 45.529998779296875	 gHg: 36.819488525390625	 smoothness 11.501849174499512	 sharpness 35.176212310791016
==> Epoch 611/2000
==> Test
Train Loss 0.5078170299530029	 Train Accuracy (%): 81.44000244140625 	 Test Accuracy (%): 45.13999938964844	 gHg: 38.05300521850586	 smoothness 13.131935119628906	 sharpness 35.95132064819336
==> Epoch 612/2000
==> Test
Train Loss 0.5102365016937256	 Train Accuracy (%): 81.77999877929688 	 Test Accuracy (%): 44.7599983215332	 gHg: 16.23395347595215	 smoothness 11.692203521728516	 sharpness 34.745384216308594
==> Epoch 613/2000
==> Test
Train Loss 0.4933720827102661	 Train Accuracy (%): 82.9800033569336 	 Test Accuracy (%): 44.279998779296875	 gHg: 14.394930839538574	 smoothness 9.324115753173828	 sharpness 36.077545166015625
==> Epoch 614/2000
==> Test
Train Loss 0.5058700442314148	 Train Accuracy (%): 82.5199966430664 	 Test Accuracy (%): 45.29999923706055	 gHg: 17.403810501098633	 smoothness 10.648938179016113	 sharpness 35.06700134277344
==> Epoch 615/2000
==> Test
Train Loss 0.5006152391433716	 Train Accuracy (%): 82.54000091552734 	 Test Accuracy (%): 45.630001068115234	 gHg: 15.324624061584473	 smoothness 10.397359848022461	 sharpness 35.56028366088867
==> Epoch 616/2000
==> Test
Train Loss 0.4941195249557495	 Train Accuracy (%): 82.44000244140625 	 Test Accuracy (%): 44.099998474121094	 gHg: 54.9317512512207	 smoothness 11.2911376953125	 sharpness 38.66923522949219
==> Epoch 617/2000
==> Test
Train Loss 0.5404363870620728	 Train Accuracy (%): 80.4000015258789 	 Test Accuracy (%): 45.84000015258789	 gHg: 126.26625061035156	 smoothness 17.571044921875	 sharpness 40.5883674621582
==> Epoch 618/2000
==> Test
Train Loss 0.5324354767799377	 Train Accuracy (%): 80.19999694824219 	 Test Accuracy (%): 44.900001525878906	 gHg: 110.35565185546875	 smoothness 16.875852584838867	 sharpness 39.787559509277344
==> Epoch 619/2000
==> Test
Train Loss 0.512823224067688	 Train Accuracy (%): 81.37999725341797 	 Test Accuracy (%): 44.709999084472656	 gHg: 59.23920440673828	 smoothness 13.190836906433105	 sharpness 38.12765884399414
==> Epoch 620/2000
==> Test
Train Loss 0.5119917392730713	 Train Accuracy (%): 82.12000274658203 	 Test Accuracy (%): 44.70000076293945	 gHg: 67.02186584472656	 smoothness 12.889345169067383	 sharpness 38.56037902832031
==> Epoch 621/2000
==> Test
Train Loss 0.5407537221908569	 Train Accuracy (%): 80.44000244140625 	 Test Accuracy (%): 43.959999084472656	 gHg: 75.66709899902344	 smoothness 14.316166877746582	 sharpness 38.45527648925781
==> Epoch 622/2000
==> Test
Train Loss 0.5402124524116516	 Train Accuracy (%): 80.41999816894531 	 Test Accuracy (%): 45.27000045776367	 gHg: 127.94804382324219	 smoothness 14.452130317687988	 sharpness 43.73213195800781
==> Epoch 623/2000
==> Test
Train Loss 0.5527999997138977	 Train Accuracy (%): 79.95999908447266 	 Test Accuracy (%): 45.2599983215332	 gHg: 147.55697631835938	 smoothness 17.09770393371582	 sharpness 39.448726654052734
==> Epoch 624/2000
==> Test
Train Loss 0.5385960340499878	 Train Accuracy (%): 80.04000091552734 	 Test Accuracy (%): 44.88999938964844	 gHg: 100.98004150390625	 smoothness 15.129145622253418	 sharpness 36.547088623046875
==> Epoch 625/2000
==> Test
Train Loss 0.5223764181137085	 Train Accuracy (%): 82.0999984741211 	 Test Accuracy (%): 45.470001220703125	 gHg: 61.64346694946289	 smoothness 12.70995044708252	 sharpness 34.65373611450195
==> Epoch 626/2000
==> Test
Train Loss 0.5166189670562744	 Train Accuracy (%): 81.63999938964844 	 Test Accuracy (%): 45.2400016784668	 gHg: 44.107460021972656	 smoothness 12.362767219543457	 sharpness 37.21343231201172
==> Epoch 627/2000
==> Test
Train Loss 0.5217798948287964	 Train Accuracy (%): 81.33999633789062 	 Test Accuracy (%): 44.59000015258789	 gHg: 62.473331451416016	 smoothness 10.602380752563477	 sharpness 33.75300598144531
==> Epoch 628/2000
==> Test
Train Loss 0.5485886335372925	 Train Accuracy (%): 80.26000213623047 	 Test Accuracy (%): 45.689998626708984	 gHg: 86.47711181640625	 smoothness 15.175116539001465	 sharpness 35.265098571777344
==> Epoch 629/2000
==> Test
Train Loss 0.510204553604126	 Train Accuracy (%): 81.94000244140625 	 Test Accuracy (%): 44.38999938964844	 gHg: 92.32818603515625	 smoothness 12.65921688079834	 sharpness 40.854896545410156
==> Epoch 630/2000
==> Test
Train Loss 0.5678154826164246	 Train Accuracy (%): 79.4800033569336 	 Test Accuracy (%): 44.20000076293945	 gHg: 101.10469055175781	 smoothness 14.858606338500977	 sharpness 35.78385925292969
==> Epoch 631/2000
==> Test
Train Loss 0.5471909046173096	 Train Accuracy (%): 80.44000244140625 	 Test Accuracy (%): 45.540000915527344	 gHg: 103.301513671875	 smoothness 14.144197463989258	 sharpness 34.20884704589844
==> Epoch 632/2000
==> Test
Train Loss 0.5323540568351746	 Train Accuracy (%): 80.36000061035156 	 Test Accuracy (%): 44.959999084472656	 gHg: 117.32447814941406	 smoothness 12.408478736877441	 sharpness 41.01171875
==> Epoch 633/2000
==> Test
Train Loss 0.5784687995910645	 Train Accuracy (%): 79.27999877929688 	 Test Accuracy (%): 44.36000061035156	 gHg: 100.03303527832031	 smoothness 14.415060997009277	 sharpness 33.55304718017578
==> Epoch 634/2000
==> Test
Train Loss 0.5559747815132141	 Train Accuracy (%): 79.26000213623047 	 Test Accuracy (%): 45.150001525878906	 gHg: 165.8211212158203	 smoothness 13.11738395690918	 sharpness 38.50926971435547
==> Epoch 635/2000
==> Test
Train Loss 0.6017864942550659	 Train Accuracy (%): 77.73999786376953 	 Test Accuracy (%): 43.86000061035156	 gHg: 252.37307739257812	 smoothness 14.687223434448242	 sharpness 46.30939483642578
==> Epoch 636/2000
==> Test
Train Loss 0.6375791430473328	 Train Accuracy (%): 77.0999984741211 	 Test Accuracy (%): 44.36000061035156	 gHg: 158.01698303222656	 smoothness 14.530535697937012	 sharpness 34.95151138305664
==> Epoch 637/2000
==> Test
Train Loss 0.5970033407211304	 Train Accuracy (%): 78.22000122070312 	 Test Accuracy (%): 44.40999984741211	 gHg: 191.42556762695312	 smoothness 12.31901741027832	 sharpness 36.255943298339844
==> Epoch 638/2000
==> Test
Train Loss 0.661903977394104	 Train Accuracy (%): 75.4000015258789 	 Test Accuracy (%): 43.41999816894531	 gHg: 627.9317626953125	 smoothness 14.518510818481445	 sharpness 52.01827621459961
==> Epoch 639/2000
==> Test
Train Loss 0.8212077021598816	 Train Accuracy (%): 71.9000015258789 	 Test Accuracy (%): 44.060001373291016	 gHg: 273.17633056640625	 smoothness 15.874555587768555	 sharpness 36.315521240234375
==> Epoch 640/2000
==> Test
Train Loss 0.6998445987701416	 Train Accuracy (%): 76.04000091552734 	 Test Accuracy (%): 44.52000045776367	 gHg: 159.63497924804688	 smoothness 11.037510871887207	 sharpness 34.47355651855469
==> Epoch 641/2000
==> Test
Train Loss 0.6240184307098389	 Train Accuracy (%): 77.37999725341797 	 Test Accuracy (%): 44.560001373291016	 gHg: 169.02072143554688	 smoothness 11.131607055664062	 sharpness 32.05633544921875
==> Epoch 642/2000
==> Test
Train Loss 0.6161841750144958	 Train Accuracy (%): 77.86000061035156 	 Test Accuracy (%): 44.61000061035156	 gHg: 76.42790222167969	 smoothness 10.115622520446777	 sharpness 27.46221351623535
==> Epoch 643/2000
==> Test
Train Loss 0.5917774438858032	 Train Accuracy (%): 78.73999786376953 	 Test Accuracy (%): 44.79999923706055	 gHg: 40.869205474853516	 smoothness 8.277466773986816	 sharpness 29.497608184814453
==> Epoch 644/2000
==> Test
Train Loss 0.6324421167373657	 Train Accuracy (%): 76.95999908447266 	 Test Accuracy (%): 44.869998931884766	 gHg: 68.48497009277344	 smoothness 9.299511909484863	 sharpness 32.4875373840332
==> Epoch 645/2000
==> Test
Train Loss 0.5716156959533691	 Train Accuracy (%): 79.36000061035156 	 Test Accuracy (%): 44.380001068115234	 gHg: 62.369537353515625	 smoothness 8.837468147277832	 sharpness 32.9500617980957
==> Epoch 646/2000
==> Test
Train Loss 0.5793155431747437	 Train Accuracy (%): 79.18000030517578 	 Test Accuracy (%): 45.65999984741211	 gHg: 72.05070495605469	 smoothness 12.37707233428955	 sharpness 28.214771270751953
==> Epoch 647/2000
==> Test
Train Loss 0.5700826644897461	 Train Accuracy (%): 79.73999786376953 	 Test Accuracy (%): 45.369998931884766	 gHg: 31.58855438232422	 smoothness 7.858340263366699	 sharpness 25.459251403808594
==> Epoch 648/2000
==> Test
Train Loss 0.561935305595398	 Train Accuracy (%): 79.30000305175781 	 Test Accuracy (%): 45.15999984741211	 gHg: 40.59458541870117	 smoothness 11.409183502197266	 sharpness 27.682279586791992
==> Epoch 649/2000
==> Test
Train Loss 0.534653902053833	 Train Accuracy (%): 80.36000061035156 	 Test Accuracy (%): 44.47999954223633	 gHg: 25.68995475769043	 smoothness 5.916094779968262	 sharpness 30.26104736328125
==> Epoch 650/2000
==> Test
Train Loss 0.5921855568885803	 Train Accuracy (%): 78.31999969482422 	 Test Accuracy (%): 45.540000915527344	 gHg: 65.43083190917969	 smoothness 13.884382247924805	 sharpness 29.255294799804688
==> Epoch 651/2000
==> Test
Train Loss 0.5286260843276978	 Train Accuracy (%): 80.9000015258789 	 Test Accuracy (%): 45.09000015258789	 gHg: 27.221904754638672	 smoothness 9.873797416687012	 sharpness 29.16761016845703
==> Epoch 652/2000
==> Test
Train Loss 0.5278830528259277	 Train Accuracy (%): 81.0199966430664 	 Test Accuracy (%): 45.349998474121094	 gHg: 33.85633087158203	 smoothness 9.721967697143555	 sharpness 30.233198165893555
==> Epoch 653/2000
==> Test
Train Loss 0.523228108882904	 Train Accuracy (%): 81.36000061035156 	 Test Accuracy (%): 45.7400016784668	 gHg: 36.82239532470703	 smoothness 9.713666915893555	 sharpness 28.58156394958496
==> Epoch 654/2000
==> Test
Train Loss 0.5284698605537415	 Train Accuracy (%): 80.44000244140625 	 Test Accuracy (%): 45.560001373291016	 gHg: 27.703275680541992	 smoothness 10.605934143066406	 sharpness 30.58492660522461
==> Epoch 655/2000
==> Test
Train Loss 0.5141016244888306	 Train Accuracy (%): 81.36000061035156 	 Test Accuracy (%): 45.2400016784668	 gHg: 26.362159729003906	 smoothness 9.199495315551758	 sharpness 30.44871711730957
==> Epoch 656/2000
==> Test
Train Loss 0.5306833982467651	 Train Accuracy (%): 80.83999633789062 	 Test Accuracy (%): 44.439998626708984	 gHg: 42.119178771972656	 smoothness 9.522473335266113	 sharpness 30.00091552734375
==> Epoch 657/2000
==> Test
Train Loss 0.4975317418575287	 Train Accuracy (%): 82.27999877929688 	 Test Accuracy (%): 45.56999969482422	 gHg: 50.308528900146484	 smoothness 12.601753234863281	 sharpness 34.628360748291016
==> Epoch 658/2000
==> Test
Train Loss 0.5138791799545288	 Train Accuracy (%): 81.66000366210938 	 Test Accuracy (%): 45.060001373291016	 gHg: 34.58065414428711	 smoothness 10.628533363342285	 sharpness 32.17809295654297
==> Epoch 659/2000
==> Test
Train Loss 0.5099409818649292	 Train Accuracy (%): 80.73999786376953 	 Test Accuracy (%): 45.34000015258789	 gHg: 55.65546798706055	 smoothness 10.954421043395996	 sharpness 31.470964431762695
==> Epoch 660/2000
==> Test
Train Loss 0.49135708808898926	 Train Accuracy (%): 83.05999755859375 	 Test Accuracy (%): 45.56999969482422	 gHg: 37.530948638916016	 smoothness 11.7493314743042	 sharpness 31.515710830688477
==> Epoch 661/2000
==> Test
Train Loss 0.5104120373725891	 Train Accuracy (%): 81.63999938964844 	 Test Accuracy (%): 45.45000076293945	 gHg: 77.90969848632812	 smoothness 10.583526611328125	 sharpness 39.143035888671875
==> Epoch 662/2000
==> Test
Train Loss 0.5113770365715027	 Train Accuracy (%): 81.22000122070312 	 Test Accuracy (%): 45.27000045776367	 gHg: 62.367923736572266	 smoothness 14.213459014892578	 sharpness 32.406978607177734
==> Epoch 663/2000
==> Test
Train Loss 0.512553334236145	 Train Accuracy (%): 81.55999755859375 	 Test Accuracy (%): 44.7599983215332	 gHg: 32.838497161865234	 smoothness 9.98894214630127	 sharpness 33.69389724731445
==> Epoch 664/2000
==> Test
Train Loss 0.5072002410888672	 Train Accuracy (%): 81.66000366210938 	 Test Accuracy (%): 45.43000030517578	 gHg: 47.77458190917969	 smoothness 11.584603309631348	 sharpness 34.9691162109375
==> Epoch 665/2000
==> Test
Train Loss 0.5079188346862793	 Train Accuracy (%): 81.63999938964844 	 Test Accuracy (%): 45.65999984741211	 gHg: 34.16100311279297	 smoothness 11.295660972595215	 sharpness 32.06911849975586
==> Epoch 666/2000
==> Test
Train Loss 0.48325273394584656	 Train Accuracy (%): 83.16000366210938 	 Test Accuracy (%): 45.54999923706055	 gHg: 21.26877212524414	 smoothness 10.154895782470703	 sharpness 34.6292839050293
==> Epoch 667/2000
==> Test
Train Loss 0.4732051193714142	 Train Accuracy (%): 83.0 	 Test Accuracy (%): 45.38999938964844	 gHg: 23.64751434326172	 smoothness 10.15528392791748	 sharpness 32.167842864990234
==> Epoch 668/2000
==> Test
Train Loss 0.47437959909439087	 Train Accuracy (%): 83.27999877929688 	 Test Accuracy (%): 45.2599983215332	 gHg: 21.68000602722168	 smoothness 9.451678276062012	 sharpness 34.690311431884766
==> Epoch 669/2000
==> Test
Train Loss 0.4818721115589142	 Train Accuracy (%): 83.0999984741211 	 Test Accuracy (%): 44.400001525878906	 gHg: 33.11018371582031	 smoothness 10.763606071472168	 sharpness 34.81146240234375
==> Epoch 670/2000
==> Test
Train Loss 0.4813157618045807	 Train Accuracy (%): 82.5199966430664 	 Test Accuracy (%): 45.279998779296875	 gHg: 49.90322494506836	 smoothness 12.607999801635742	 sharpness 35.33979415893555
==> Epoch 671/2000
==> Test
Train Loss 0.48303988575935364	 Train Accuracy (%): 82.62000274658203 	 Test Accuracy (%): 44.72999954223633	 gHg: 62.955055236816406	 smoothness 12.942571640014648	 sharpness 36.75537109375
==> Epoch 672/2000
==> Test
Train Loss 0.4959956109523773	 Train Accuracy (%): 81.77999877929688 	 Test Accuracy (%): 44.56999969482422	 gHg: 61.2242317199707	 smoothness 14.35626220703125	 sharpness 33.108070373535156
==> Epoch 673/2000
==> Test
Train Loss 0.464185506105423	 Train Accuracy (%): 83.4800033569336 	 Test Accuracy (%): 45.599998474121094	 gHg: 42.56407165527344	 smoothness 12.272825241088867	 sharpness 32.05309295654297
==> Epoch 674/2000
==> Test
Train Loss 0.46593204140663147	 Train Accuracy (%): 83.69999694824219 	 Test Accuracy (%): 44.63999938964844	 gHg: 31.222742080688477	 smoothness 11.934256553649902	 sharpness 35.093631744384766
==> Epoch 675/2000
==> Test
Train Loss 0.4877879023551941	 Train Accuracy (%): 82.72000122070312 	 Test Accuracy (%): 44.7400016784668	 gHg: 41.92194747924805	 smoothness 10.163447380065918	 sharpness 33.684444427490234
==> Epoch 676/2000
==> Test
Train Loss 0.48537540435791016	 Train Accuracy (%): 82.45999908447266 	 Test Accuracy (%): 44.310001373291016	 gHg: 78.78390502929688	 smoothness 14.656578063964844	 sharpness 37.623416900634766
==> Epoch 677/2000
==> Test
Train Loss 0.4878388047218323	 Train Accuracy (%): 82.44000244140625 	 Test Accuracy (%): 44.84000015258789	 gHg: 44.798282623291016	 smoothness 14.07901668548584	 sharpness 36.79420852661133
==> Epoch 678/2000
==> Test
Train Loss 0.4826865792274475	 Train Accuracy (%): 82.80000305175781 	 Test Accuracy (%): 44.66999816894531	 gHg: 29.51188087463379	 smoothness 9.604839324951172	 sharpness 36.42557907104492
==> Epoch 679/2000
==> Test
Train Loss 0.4656437933444977	 Train Accuracy (%): 83.37999725341797 	 Test Accuracy (%): 44.04999923706055	 gHg: 48.16221618652344	 smoothness 12.2271146774292	 sharpness 35.60297775268555
==> Epoch 680/2000
==> Test
Train Loss 0.4683492183685303	 Train Accuracy (%): 83.81999969482422 	 Test Accuracy (%): 44.220001220703125	 gHg: 38.45372009277344	 smoothness 12.866254806518555	 sharpness 34.855228424072266
==> Epoch 681/2000
==> Test
Train Loss 0.45458823442459106	 Train Accuracy (%): 84.31999969482422 	 Test Accuracy (%): 44.4900016784668	 gHg: 21.753490447998047	 smoothness 11.037407875061035	 sharpness 34.853240966796875
==> Epoch 682/2000
==> Test
Train Loss 0.4649540185928345	 Train Accuracy (%): 83.16000366210938 	 Test Accuracy (%): 44.27000045776367	 gHg: 43.25080490112305	 smoothness 9.005539894104004	 sharpness 36.081478118896484
==> Epoch 683/2000
==> Test
Train Loss 0.4879330098628998	 Train Accuracy (%): 82.83999633789062 	 Test Accuracy (%): 45.220001220703125	 gHg: 63.76933288574219	 smoothness 15.104641914367676	 sharpness 37.4969596862793
==> Epoch 684/2000
==> Test
Train Loss 0.4558474123477936	 Train Accuracy (%): 84.04000091552734 	 Test Accuracy (%): 44.9900016784668	 gHg: 24.096176147460938	 smoothness 12.469877243041992	 sharpness 32.177589416503906
==> Epoch 685/2000
==> Test
Train Loss 0.43949559330940247	 Train Accuracy (%): 84.4000015258789 	 Test Accuracy (%): 44.66999816894531	 gHg: 31.276840209960938	 smoothness 7.09780216217041	 sharpness 32.50231170654297
==> Epoch 686/2000
==> Test
Train Loss 0.49019283056259155	 Train Accuracy (%): 82.04000091552734 	 Test Accuracy (%): 44.849998474121094	 gHg: 73.3679428100586	 smoothness 15.80039119720459	 sharpness 39.736175537109375
==> Epoch 687/2000
==> Test
Train Loss 0.4674132764339447	 Train Accuracy (%): 83.12000274658203 	 Test Accuracy (%): 44.869998931884766	 gHg: 36.03116989135742	 smoothness 12.961708068847656	 sharpness 36.89980697631836
==> Epoch 688/2000
==> Test
Train Loss 0.4565945863723755	 Train Accuracy (%): 83.4800033569336 	 Test Accuracy (%): 44.25	 gHg: 35.170127868652344	 smoothness 8.396544456481934	 sharpness 37.22538757324219
==> Epoch 689/2000
==> Test
Train Loss 0.45885616540908813	 Train Accuracy (%): 83.83999633789062 	 Test Accuracy (%): 45.130001068115234	 gHg: 60.865543365478516	 smoothness 15.182123184204102	 sharpness 40.310733795166016
==> Epoch 690/2000
==> Test
Train Loss 0.4624793827533722	 Train Accuracy (%): 83.54000091552734 	 Test Accuracy (%): 44.619998931884766	 gHg: 38.903472900390625	 smoothness 11.536330223083496	 sharpness 32.617427825927734
==> Epoch 691/2000
==> Test
Train Loss 0.46050843596458435	 Train Accuracy (%): 83.0999984741211 	 Test Accuracy (%): 44.459999084472656	 gHg: 50.766151428222656	 smoothness 12.75996208190918	 sharpness 34.544918060302734
==> Epoch 692/2000
==> Test
Train Loss 0.4719099998474121	 Train Accuracy (%): 82.72000122070312 	 Test Accuracy (%): 44.9900016784668	 gHg: 34.977745056152344	 smoothness 12.837217330932617	 sharpness 35.50347137451172
==> Epoch 693/2000
==> Test
Train Loss 0.46192169189453125	 Train Accuracy (%): 83.5999984741211 	 Test Accuracy (%): 44.70000076293945	 gHg: 34.08668518066406	 smoothness 9.364309310913086	 sharpness 36.16236877441406
==> Epoch 694/2000
==> Test
Train Loss 0.4619484841823578	 Train Accuracy (%): 83.26000213623047 	 Test Accuracy (%): 44.06999969482422	 gHg: 45.419559478759766	 smoothness 13.204758644104004	 sharpness 38.5861930847168
==> Epoch 695/2000
==> Test
Train Loss 0.4520883858203888	 Train Accuracy (%): 84.16000366210938 	 Test Accuracy (%): 44.86000061035156	 gHg: 36.351985931396484	 smoothness 11.38273811340332	 sharpness 34.74152755737305
==> Epoch 696/2000
==> Test
Train Loss 0.44683149456977844	 Train Accuracy (%): 84.0199966430664 	 Test Accuracy (%): 44.459999084472656	 gHg: 35.54264831542969	 smoothness 11.741671562194824	 sharpness 35.987186431884766
==> Epoch 697/2000
==> Test
Train Loss 0.44993603229522705	 Train Accuracy (%): 83.77999877929688 	 Test Accuracy (%): 44.27000045776367	 gHg: 33.962188720703125	 smoothness 11.014047622680664	 sharpness 35.02350616455078
==> Epoch 698/2000
==> Test
Train Loss 0.47632598876953125	 Train Accuracy (%): 82.9000015258789 	 Test Accuracy (%): 45.290000915527344	 gHg: 67.20944213867188	 smoothness 10.097413063049316	 sharpness 36.91620635986328
==> Epoch 699/2000
==> Test
Train Loss 0.4828822612762451	 Train Accuracy (%): 82.72000122070312 	 Test Accuracy (%): 44.97999954223633	 gHg: 112.45188903808594	 smoothness 15.999289512634277	 sharpness 39.917049407958984
==> Epoch 700/2000
==> Test
Train Loss 0.48621073365211487	 Train Accuracy (%): 82.44000244140625 	 Test Accuracy (%): 44.86000061035156	 gHg: 72.69163513183594	 smoothness 13.672533988952637	 sharpness 42.77009201049805
==> Epoch 701/2000
==> Test
Train Loss 0.453937292098999	 Train Accuracy (%): 84.0 	 Test Accuracy (%): 45.45000076293945	 gHg: 82.27659606933594	 smoothness 10.204269409179688	 sharpness 37.108646392822266
==> Epoch 702/2000
==> Test
Train Loss 0.5233758091926575	 Train Accuracy (%): 80.81999969482422 	 Test Accuracy (%): 43.470001220703125	 gHg: 227.34347534179688	 smoothness 15.882556915283203	 sharpness 42.72765350341797
==> Epoch 703/2000
==> Test
Train Loss 0.5395327806472778	 Train Accuracy (%): 80.45999908447266 	 Test Accuracy (%): 44.68000030517578	 gHg: 165.1904296875	 smoothness 15.883949279785156	 sharpness 37.773983001708984
==> Epoch 704/2000
==> Test
Train Loss 0.4800308048725128	 Train Accuracy (%): 83.13999938964844 	 Test Accuracy (%): 45.0099983215332	 gHg: 123.9415512084961	 smoothness 10.912389755249023	 sharpness 37.153446197509766
==> Epoch 705/2000
==> Test
Train Loss 0.5878362655639648	 Train Accuracy (%): 78.76000213623047 	 Test Accuracy (%): 42.869998931884766	 gHg: 292.58221435546875	 smoothness 15.575409889221191	 sharpness 41.01567459106445
==> Epoch 706/2000
==> Test
Train Loss 0.55268394947052	 Train Accuracy (%): 79.23999786376953 	 Test Accuracy (%): 44.279998779296875	 gHg: 195.38433837890625	 smoothness 15.44522762298584	 sharpness 37.94584655761719
==> Epoch 707/2000
==> Test
Train Loss 0.4937838912010193	 Train Accuracy (%): 82.19999694824219 	 Test Accuracy (%): 45.33000183105469	 gHg: 103.0070571899414	 smoothness 10.187125205993652	 sharpness 35.71809387207031
==> Epoch 708/2000
==> Test
Train Loss 0.5333979725837708	 Train Accuracy (%): 80.4800033569336 	 Test Accuracy (%): 45.16999816894531	 gHg: 189.58724975585938	 smoothness 14.142946243286133	 sharpness 38.26203155517578
==> Epoch 709/2000
==> Test
Train Loss 0.4835740327835083	 Train Accuracy (%): 82.33999633789062 	 Test Accuracy (%): 43.65999984741211	 gHg: 65.28805541992188	 smoothness 12.170941352844238	 sharpness 33.783363342285156
==> Epoch 710/2000
==> Test
Train Loss 0.5316010117530823	 Train Accuracy (%): 80.30000305175781 	 Test Accuracy (%): 45.40999984741211	 gHg: 131.9876708984375	 smoothness 9.564065933227539	 sharpness 35.82046890258789
==> Epoch 711/2000
==> Test
Train Loss 0.509728729724884	 Train Accuracy (%): 81.16000366210938 	 Test Accuracy (%): 45.08000183105469	 gHg: 115.98118591308594	 smoothness 15.134428977966309	 sharpness 37.97513961791992
==> Epoch 712/2000
==> Test
Train Loss 0.4934884309768677	 Train Accuracy (%): 81.73999786376953 	 Test Accuracy (%): 43.9900016784668	 gHg: 97.00845336914062	 smoothness 10.114089965820312	 sharpness 37.045692443847656
==> Epoch 713/2000
==> Test
Train Loss 0.5135464668273926	 Train Accuracy (%): 81.91999816894531 	 Test Accuracy (%): 44.70000076293945	 gHg: 63.120018005371094	 smoothness 13.971023559570312	 sharpness 31.605449676513672
==> Epoch 714/2000
==> Test
Train Loss 0.4962688386440277	 Train Accuracy (%): 82.36000061035156 	 Test Accuracy (%): 44.779998779296875	 gHg: 41.180206298828125	 smoothness 6.7840681076049805	 sharpness 32.682308197021484
==> Epoch 715/2000
==> Test
Train Loss 0.5206472277641296	 Train Accuracy (%): 80.94000244140625 	 Test Accuracy (%): 44.97999954223633	 gHg: 119.74043273925781	 smoothness 15.093120574951172	 sharpness 36.939353942871094
==> Epoch 716/2000
==> Test
Train Loss 0.4935048222541809	 Train Accuracy (%): 82.5199966430664 	 Test Accuracy (%): 44.79999923706055	 gHg: 55.84843826293945	 smoothness 11.504108428955078	 sharpness 33.398101806640625
==> Epoch 717/2000
==> Test
Train Loss 0.4881613254547119	 Train Accuracy (%): 82.5199966430664 	 Test Accuracy (%): 45.31999969482422	 gHg: 72.91693878173828	 smoothness 11.971652030944824	 sharpness 31.117942810058594
==> Epoch 718/2000
==> Test
Train Loss 0.4752700626850128	 Train Accuracy (%): 83.5199966430664 	 Test Accuracy (%): 45.290000915527344	 gHg: 39.75121307373047	 smoothness 10.907339096069336	 sharpness 32.98269271850586
==> Epoch 719/2000
==> Test
Train Loss 0.4646146595478058	 Train Accuracy (%): 83.05999755859375 	 Test Accuracy (%): 44.790000915527344	 gHg: 53.02271270751953	 smoothness 10.021770477294922	 sharpness 32.555137634277344
==> Epoch 720/2000
==> Test
Train Loss 0.45804429054260254	 Train Accuracy (%): 83.94000244140625 	 Test Accuracy (%): 45.400001525878906	 gHg: 34.97706985473633	 smoothness 10.909680366516113	 sharpness 31.505916595458984
==> Epoch 721/2000
==> Test
Train Loss 0.4756704568862915	 Train Accuracy (%): 83.12000274658203 	 Test Accuracy (%): 46.040000915527344	 gHg: 55.612586975097656	 smoothness 10.240873336791992	 sharpness 33.26298522949219
==> Epoch 722/2000
==> Test
Train Loss 0.4447324275970459	 Train Accuracy (%): 84.87999725341797 	 Test Accuracy (%): 45.27000045776367	 gHg: 31.671600341796875	 smoothness 10.830090522766113	 sharpness 33.08709716796875
==> Epoch 723/2000
==> Test
Train Loss 0.4563398063182831	 Train Accuracy (%): 83.5 	 Test Accuracy (%): 45.040000915527344	 gHg: 63.04230499267578	 smoothness 11.122953414916992	 sharpness 32.44137191772461
==> Epoch 724/2000
==> Test
Train Loss 0.4398849606513977	 Train Accuracy (%): 84.0 	 Test Accuracy (%): 44.90999984741211	 gHg: 26.345136642456055	 smoothness 11.1676025390625	 sharpness 29.77655601501465
==> Epoch 725/2000
==> Test
Train Loss 0.446029394865036	 Train Accuracy (%): 83.9000015258789 	 Test Accuracy (%): 45.70000076293945	 gHg: 53.55763244628906	 smoothness 8.270004272460938	 sharpness 39.26433181762695
==> Epoch 726/2000
==> Test
Train Loss 0.4530079960823059	 Train Accuracy (%): 84.31999969482422 	 Test Accuracy (%): 45.040000915527344	 gHg: 48.60567092895508	 smoothness 14.240029335021973	 sharpness 33.75013732910156
==> Epoch 727/2000
==> Test
Train Loss 0.4323880970478058	 Train Accuracy (%): 84.45999908447266 	 Test Accuracy (%): 44.689998626708984	 gHg: 33.58169937133789	 smoothness 9.798379898071289	 sharpness 31.611326217651367
==> Epoch 728/2000
==> Test
Train Loss 0.46310824155807495	 Train Accuracy (%): 83.5999984741211 	 Test Accuracy (%): 45.029998779296875	 gHg: 56.101348876953125	 smoothness 13.837862968444824	 sharpness 40.750946044921875
==> Epoch 729/2000
==> Test
Train Loss 0.4299703538417816	 Train Accuracy (%): 84.63999938964844 	 Test Accuracy (%): 45.290000915527344	 gHg: 25.335407257080078	 smoothness 10.775023460388184	 sharpness 33.50920486450195
==> Epoch 730/2000
==> Test
Train Loss 0.4537459909915924	 Train Accuracy (%): 84.13999938964844 	 Test Accuracy (%): 45.75	 gHg: 49.75083541870117	 smoothness 11.176519393920898	 sharpness 35.200645446777344
==> Epoch 731/2000
==> Test
Train Loss 0.41054561734199524	 Train Accuracy (%): 85.33999633789062 	 Test Accuracy (%): 45.7400016784668	 gHg: 30.228267669677734	 smoothness 13.518258094787598	 sharpness 34.18275451660156
==> Epoch 732/2000
==> Test
Train Loss 0.4323173761367798	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 45.31999969482422	 gHg: 17.727970123291016	 smoothness 7.636849880218506	 sharpness 34.116249084472656
==> Epoch 733/2000
==> Test
Train Loss 0.44558531045913696	 Train Accuracy (%): 83.76000213623047 	 Test Accuracy (%): 44.900001525878906	 gHg: 74.7415542602539	 smoothness 13.414274215698242	 sharpness 35.43375015258789
==> Epoch 734/2000
==> Test
Train Loss 0.4161473214626312	 Train Accuracy (%): 85.13999938964844 	 Test Accuracy (%): 44.56999969482422	 gHg: 49.09049606323242	 smoothness 13.554788589477539	 sharpness 36.42427444458008
==> Epoch 735/2000
==> Test
Train Loss 0.4370744228363037	 Train Accuracy (%): 84.13999938964844 	 Test Accuracy (%): 44.880001068115234	 gHg: 63.13800811767578	 smoothness 11.190667152404785	 sharpness 39.078556060791016
==> Epoch 736/2000
==> Test
Train Loss 0.4244309067726135	 Train Accuracy (%): 85.08000183105469 	 Test Accuracy (%): 45.439998626708984	 gHg: 54.50705337524414	 smoothness 13.428832054138184	 sharpness 34.29396438598633
==> Epoch 737/2000
==> Test
Train Loss 0.4238356053829193	 Train Accuracy (%): 85.04000091552734 	 Test Accuracy (%): 44.97999954223633	 gHg: 35.72228240966797	 smoothness 10.254533767700195	 sharpness 35.348602294921875
==> Epoch 738/2000
==> Test
Train Loss 0.4388299882411957	 Train Accuracy (%): 83.69999694824219 	 Test Accuracy (%): 45.38999938964844	 gHg: 76.36101531982422	 smoothness 12.332533836364746	 sharpness 41.49605941772461
==> Epoch 739/2000
==> Test
Train Loss 0.44884032011032104	 Train Accuracy (%): 84.0999984741211 	 Test Accuracy (%): 45.380001068115234	 gHg: 55.96098327636719	 smoothness 13.589147567749023	 sharpness 33.68305587768555
==> Epoch 740/2000
==> Test
Train Loss 0.43273788690567017	 Train Accuracy (%): 84.76000213623047 	 Test Accuracy (%): 44.810001373291016	 gHg: 39.2649040222168	 smoothness 11.014577865600586	 sharpness 36.556278228759766
==> Epoch 741/2000
==> Test
Train Loss 0.4431590735912323	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 44.810001373291016	 gHg: 127.91384887695312	 smoothness 12.850849151611328	 sharpness 45.817649841308594
==> Epoch 742/2000
==> Test
Train Loss 0.4658633768558502	 Train Accuracy (%): 84.12000274658203 	 Test Accuracy (%): 45.189998626708984	 gHg: 80.67570495605469	 smoothness 15.418212890625	 sharpness 34.408878326416016
==> Epoch 743/2000
==> Test
Train Loss 0.428193598985672	 Train Accuracy (%): 84.94000244140625 	 Test Accuracy (%): 44.22999954223633	 gHg: 25.28145980834961	 smoothness 10.500609397888184	 sharpness 32.095149993896484
==> Epoch 744/2000
==> Test
Train Loss 0.44676733016967773	 Train Accuracy (%): 83.9000015258789 	 Test Accuracy (%): 44.349998474121094	 gHg: 117.02816772460938	 smoothness 8.365839004516602	 sharpness 41.12791442871094
==> Epoch 745/2000
==> Test
Train Loss 0.47824740409851074	 Train Accuracy (%): 83.36000061035156 	 Test Accuracy (%): 44.04999923706055	 gHg: 130.04803466796875	 smoothness 16.533151626586914	 sharpness 34.69565963745117
==> Epoch 746/2000
==> Test
Train Loss 0.44745439291000366	 Train Accuracy (%): 84.36000061035156 	 Test Accuracy (%): 44.70000076293945	 gHg: 69.65374755859375	 smoothness 12.71165943145752	 sharpness 33.26861572265625
==> Epoch 747/2000
==> Test
Train Loss 0.4616999924182892	 Train Accuracy (%): 83.4800033569336 	 Test Accuracy (%): 44.7599983215332	 gHg: 111.406005859375	 smoothness 12.479024887084961	 sharpness 37.70696258544922
==> Epoch 748/2000
==> Test
Train Loss 0.44844868779182434	 Train Accuracy (%): 84.13999938964844 	 Test Accuracy (%): 44.529998779296875	 gHg: 72.96038055419922	 smoothness 14.107015609741211	 sharpness 36.10573959350586
==> Epoch 749/2000
==> Test
Train Loss 0.4541033208370209	 Train Accuracy (%): 83.86000061035156 	 Test Accuracy (%): 44.220001220703125	 gHg: 71.4945068359375	 smoothness 9.236502647399902	 sharpness 35.6864128112793
==> Epoch 750/2000
==> Test
Train Loss 0.45734092593193054	 Train Accuracy (%): 83.44000244140625 	 Test Accuracy (%): 44.65999984741211	 gHg: 115.11222076416016	 smoothness 13.799610137939453	 sharpness 39.7714958190918
==> Epoch 751/2000
==> Test
Train Loss 0.46349745988845825	 Train Accuracy (%): 83.12000274658203 	 Test Accuracy (%): 44.11000061035156	 gHg: 120.48357391357422	 smoothness 13.002983093261719	 sharpness 36.749114990234375
==> Epoch 752/2000
==> Test
Train Loss 0.46757441759109497	 Train Accuracy (%): 83.23999786376953 	 Test Accuracy (%): 44.25	 gHg: 127.06709289550781	 smoothness 14.71876049041748	 sharpness 38.23432922363281
==> Epoch 753/2000
==> Test
Train Loss 0.43368658423423767	 Train Accuracy (%): 84.54000091552734 	 Test Accuracy (%): 44.9900016784668	 gHg: 60.668331146240234	 smoothness 10.75351619720459	 sharpness 38.4515495300293
==> Epoch 754/2000
==> Test
Train Loss 0.4605340361595154	 Train Accuracy (%): 83.5999984741211 	 Test Accuracy (%): 44.939998626708984	 gHg: 98.87897491455078	 smoothness 12.947001457214355	 sharpness 37.067813873291016
==> Epoch 755/2000
==> Test
Train Loss 0.4318825602531433	 Train Accuracy (%): 84.27999877929688 	 Test Accuracy (%): 44.529998779296875	 gHg: 41.7177848815918	 smoothness 13.110374450683594	 sharpness 33.00023651123047
==> Epoch 756/2000
==> Test
Train Loss 0.4414435923099518	 Train Accuracy (%): 83.95999908447266 	 Test Accuracy (%): 44.790000915527344	 gHg: 48.63926315307617	 smoothness 6.477987766265869	 sharpness 36.781707763671875
==> Epoch 757/2000
==> Test
Train Loss 0.45751938223838806	 Train Accuracy (%): 83.0 	 Test Accuracy (%): 45.529998779296875	 gHg: 69.54718780517578	 smoothness 15.014481544494629	 sharpness 33.86752700805664
==> Epoch 758/2000
==> Test
Train Loss 0.43471792340278625	 Train Accuracy (%): 84.68000030517578 	 Test Accuracy (%): 45.27000045776367	 gHg: 39.746925354003906	 smoothness 10.522863388061523	 sharpness 31.58992576599121
==> Epoch 759/2000
==> Test
Train Loss 0.4221016466617584	 Train Accuracy (%): 84.58000183105469 	 Test Accuracy (%): 45.189998626708984	 gHg: 64.26667022705078	 smoothness 11.120405197143555	 sharpness 35.7673225402832
==> Epoch 760/2000
==> Test
Train Loss 0.438719779253006	 Train Accuracy (%): 84.27999877929688 	 Test Accuracy (%): 45.189998626708984	 gHg: 67.07938385009766	 smoothness 12.649642944335938	 sharpness 35.408260345458984
==> Epoch 761/2000
==> Test
Train Loss 0.4329838752746582	 Train Accuracy (%): 84.4800033569336 	 Test Accuracy (%): 44.45000076293945	 gHg: 49.33506774902344	 smoothness 11.787738800048828	 sharpness 36.2029914855957
==> Epoch 762/2000
==> Test
Train Loss 0.4437331557273865	 Train Accuracy (%): 84.26000213623047 	 Test Accuracy (%): 44.599998474121094	 gHg: 54.291404724121094	 smoothness 10.32852840423584	 sharpness 34.6970100402832
==> Epoch 763/2000
==> Test
Train Loss 0.4404727518558502	 Train Accuracy (%): 83.87999725341797 	 Test Accuracy (%): 44.11000061035156	 gHg: 75.05854034423828	 smoothness 13.008585929870605	 sharpness 34.762550354003906
==> Epoch 764/2000
==> Test
Train Loss 0.4282930791378021	 Train Accuracy (%): 84.33999633789062 	 Test Accuracy (%): 44.939998626708984	 gHg: 62.393680572509766	 smoothness 12.771149635314941	 sharpness 38.47874450683594
==> Epoch 765/2000
==> Test
Train Loss 0.4223480820655823	 Train Accuracy (%): 85.0199966430664 	 Test Accuracy (%): 45.959999084472656	 gHg: 37.47715759277344	 smoothness 11.847042083740234	 sharpness 34.38666534423828
==> Epoch 766/2000
==> Test
Train Loss 0.42209237813949585	 Train Accuracy (%): 84.73999786376953 	 Test Accuracy (%): 44.560001373291016	 gHg: 46.3671875	 smoothness 8.935830116271973	 sharpness 34.16518020629883
==> Epoch 767/2000
==> Test
Train Loss 0.45767974853515625	 Train Accuracy (%): 83.22000122070312 	 Test Accuracy (%): 44.880001068115234	 gHg: 92.68557739257812	 smoothness 14.20272445678711	 sharpness 34.07823944091797
==> Epoch 768/2000
==> Test
Train Loss 0.4225447177886963	 Train Accuracy (%): 84.73999786376953 	 Test Accuracy (%): 44.13999938964844	 gHg: 55.63945770263672	 smoothness 12.80220890045166	 sharpness 36.703224182128906
==> Epoch 769/2000
==> Test
Train Loss 0.4319538474082947	 Train Accuracy (%): 84.9000015258789 	 Test Accuracy (%): 45.290000915527344	 gHg: 71.72581481933594	 smoothness 11.367609024047852	 sharpness 35.502681732177734
==> Epoch 770/2000
==> Test
Train Loss 0.3960966169834137	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 45.59000015258789	 gHg: 27.48303985595703	 smoothness 12.778118133544922	 sharpness 33.465415954589844
==> Epoch 771/2000
==> Test
Train Loss 0.4133676290512085	 Train Accuracy (%): 84.62000274658203 	 Test Accuracy (%): 45.56999969482422	 gHg: 27.66873550415039	 smoothness 6.0607829093933105	 sharpness 32.35951232910156
==> Epoch 772/2000
==> Test
Train Loss 0.43352338671684265	 Train Accuracy (%): 84.4000015258789 	 Test Accuracy (%): 45.790000915527344	 gHg: 75.7042465209961	 smoothness 15.700081825256348	 sharpness 33.07526779174805
==> Epoch 773/2000
==> Test
Train Loss 0.3998182713985443	 Train Accuracy (%): 85.86000061035156 	 Test Accuracy (%): 44.529998779296875	 gHg: 20.860422134399414	 smoothness 11.592100143432617	 sharpness 32.765594482421875
==> Epoch 774/2000
==> Test
Train Loss 0.40268218517303467	 Train Accuracy (%): 85.45999908447266 	 Test Accuracy (%): 44.029998779296875	 gHg: 30.68140411376953	 smoothness 7.599868297576904	 sharpness 36.377811431884766
==> Epoch 775/2000
==> Test
Train Loss 0.4025575816631317	 Train Accuracy (%): 85.44000244140625 	 Test Accuracy (%): 44.689998626708984	 gHg: 57.546119689941406	 smoothness 13.050721168518066	 sharpness 35.67457580566406
==> Epoch 776/2000
==> Test
Train Loss 0.3964071273803711	 Train Accuracy (%): 86.08000183105469 	 Test Accuracy (%): 44.099998474121094	 gHg: 43.06586456298828	 smoothness 12.603032112121582	 sharpness 33.31853485107422
==> Epoch 777/2000
==> Test
Train Loss 0.4055207669734955	 Train Accuracy (%): 85.31999969482422 	 Test Accuracy (%): 44.5099983215332	 gHg: 41.69872283935547	 smoothness 12.014269828796387	 sharpness 32.63285827636719
==> Epoch 778/2000
==> Test
Train Loss 0.3914102017879486	 Train Accuracy (%): 86.18000030517578 	 Test Accuracy (%): 45.58000183105469	 gHg: 34.338462829589844	 smoothness 10.7487154006958	 sharpness 34.1522102355957
==> Epoch 779/2000
==> Test
Train Loss 0.39646363258361816	 Train Accuracy (%): 86.0199966430664 	 Test Accuracy (%): 45.279998779296875	 gHg: 45.18421936035156	 smoothness 10.774920463562012	 sharpness 34.394161224365234
==> Epoch 780/2000
==> Test
Train Loss 0.4122466444969177	 Train Accuracy (%): 85.44000244140625 	 Test Accuracy (%): 45.18000030517578	 gHg: 71.67337036132812	 smoothness 13.90684986114502	 sharpness 34.58871841430664
==> Epoch 781/2000
==> Test
Train Loss 0.4190807640552521	 Train Accuracy (%): 85.26000213623047 	 Test Accuracy (%): 45.54999923706055	 gHg: 51.60805130004883	 smoothness 12.127118110656738	 sharpness 33.6389274597168
==> Epoch 782/2000
==> Test
Train Loss 0.44338667392730713	 Train Accuracy (%): 83.81999969482422 	 Test Accuracy (%): 44.25	 gHg: 143.53390502929688	 smoothness 14.888998985290527	 sharpness 41.466102600097656
==> Epoch 783/2000
==> Test
Train Loss 0.4187425374984741	 Train Accuracy (%): 84.86000061035156 	 Test Accuracy (%): 44.79999923706055	 gHg: 126.64241027832031	 smoothness 16.575395584106445	 sharpness 37.15671920776367
==> Epoch 784/2000
==> Test
Train Loss 0.40301093459129333	 Train Accuracy (%): 86.05999755859375 	 Test Accuracy (%): 45.34000015258789	 gHg: 64.4564437866211	 smoothness 12.13184928894043	 sharpness 33.89728546142578
==> Epoch 785/2000
==> Test
Train Loss 0.4372261166572571	 Train Accuracy (%): 84.30000305175781 	 Test Accuracy (%): 44.45000076293945	 gHg: 101.25457000732422	 smoothness 13.83562183380127	 sharpness 38.36299514770508
==> Epoch 786/2000
==> Test
Train Loss 0.42016229033470154	 Train Accuracy (%): 85.0 	 Test Accuracy (%): 44.47999954223633	 gHg: 66.38473510742188	 smoothness 13.030967712402344	 sharpness 33.23882293701172
==> Epoch 787/2000
==> Test
Train Loss 0.42442816495895386	 Train Accuracy (%): 84.80000305175781 	 Test Accuracy (%): 45.09000015258789	 gHg: 85.66826629638672	 smoothness 12.495713233947754	 sharpness 36.30500030517578
==> Epoch 788/2000
==> Test
Train Loss 0.40321269631385803	 Train Accuracy (%): 85.91999816894531 	 Test Accuracy (%): 44.04999923706055	 gHg: 83.51604461669922	 smoothness 13.599164962768555	 sharpness 35.51966857910156
==> Epoch 789/2000
==> Test
Train Loss 0.42088672518730164	 Train Accuracy (%): 84.55999755859375 	 Test Accuracy (%): 45.13999938964844	 gHg: 94.59613800048828	 smoothness 12.954461097717285	 sharpness 36.29288101196289
==> Epoch 790/2000
==> Test
Train Loss 0.41102999448776245	 Train Accuracy (%): 84.68000030517578 	 Test Accuracy (%): 45.43000030517578	 gHg: 61.03422164916992	 smoothness 14.95037841796875	 sharpness 32.69113540649414
==> Epoch 791/2000
==> Test
Train Loss 0.3933414816856384	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 45.029998779296875	 gHg: 17.812786102294922	 smoothness 8.680450439453125	 sharpness 33.94983673095703
==> Epoch 792/2000
==> Test
Train Loss 0.43543633818626404	 Train Accuracy (%): 83.66000366210938 	 Test Accuracy (%): 44.689998626708984	 gHg: 84.67770385742188	 smoothness 11.454812049865723	 sharpness 36.296836853027344
==> Epoch 793/2000
==> Test
Train Loss 0.39657357335090637	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 44.529998779296875	 gHg: 58.656368255615234	 smoothness 13.177534103393555	 sharpness 33.9996452331543
==> Epoch 794/2000
==> Test
Train Loss 0.40174293518066406	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 45.0099983215332	 gHg: 48.018436431884766	 smoothness 11.410667419433594	 sharpness 37.67075729370117
==> Epoch 795/2000
==> Test
Train Loss 0.3919605612754822	 Train Accuracy (%): 85.86000061035156 	 Test Accuracy (%): 44.75	 gHg: 52.183563232421875	 smoothness 10.585123062133789	 sharpness 38.89369583129883
==> Epoch 796/2000
==> Test
Train Loss 0.38802874088287354	 Train Accuracy (%): 86.08000183105469 	 Test Accuracy (%): 45.22999954223633	 gHg: 37.27030944824219	 smoothness 11.443058967590332	 sharpness 34.07078552246094
==> Epoch 797/2000
==> Test
Train Loss 0.39328470826148987	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 45.15999984741211	 gHg: 42.92424774169922	 smoothness 9.359037399291992	 sharpness 33.16236877441406
==> Epoch 798/2000
==> Test
Train Loss 0.4273393154144287	 Train Accuracy (%): 85.0199966430664 	 Test Accuracy (%): 45.36000061035156	 gHg: 89.86650085449219	 smoothness 14.351029396057129	 sharpness 37.31113052368164
==> Epoch 799/2000
==> Test
Train Loss 0.38650214672088623	 Train Accuracy (%): 85.77999877929688 	 Test Accuracy (%): 44.779998779296875	 gHg: 28.70397186279297	 smoothness 13.064091682434082	 sharpness 33.74446105957031
==> Epoch 800/2000
==> Test
Train Loss 0.3995468020439148	 Train Accuracy (%): 85.0999984741211 	 Test Accuracy (%): 44.27000045776367	 gHg: 48.94042205810547	 smoothness 5.221736431121826	 sharpness 35.35065460205078
==> Epoch 801/2000
==> Test
Train Loss 0.43450063467025757	 Train Accuracy (%): 84.41999816894531 	 Test Accuracy (%): 44.380001068115234	 gHg: 99.42761993408203	 smoothness 17.086145401000977	 sharpness 33.85216522216797
==> Epoch 802/2000
==> Test
Train Loss 0.3964775502681732	 Train Accuracy (%): 86.23999786376953 	 Test Accuracy (%): 44.439998626708984	 gHg: 85.19659423828125	 smoothness 12.169283866882324	 sharpness 41.718597412109375
==> Epoch 803/2000
==> Test
Train Loss 0.41564828157424927	 Train Accuracy (%): 85.0999984741211 	 Test Accuracy (%): 44.22999954223633	 gHg: 103.70140075683594	 smoothness 15.722806930541992	 sharpness 33.570613861083984
==> Epoch 804/2000
==> Test
Train Loss 0.39384791254997253	 Train Accuracy (%): 85.5 	 Test Accuracy (%): 44.060001373291016	 gHg: 30.986696243286133	 smoothness 11.85864543914795	 sharpness 35.83122253417969
==> Epoch 805/2000
==> Test
Train Loss 0.38861116766929626	 Train Accuracy (%): 86.12000274658203 	 Test Accuracy (%): 44.189998626708984	 gHg: 51.179237365722656	 smoothness 6.547118186950684	 sharpness 35.40329360961914
==> Epoch 806/2000
==> Test
Train Loss 0.41306596994400024	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 43.369998931884766	 gHg: 108.17634582519531	 smoothness 15.847274780273438	 sharpness 36.965538024902344
==> Epoch 807/2000
==> Test
Train Loss 0.42410868406295776	 Train Accuracy (%): 84.72000122070312 	 Test Accuracy (%): 44.869998931884766	 gHg: 120.84620666503906	 smoothness 14.995847702026367	 sharpness 41.41980743408203
==> Epoch 808/2000
==> Test
Train Loss 0.3829030692577362	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 44.95000076293945	 gHg: 30.965604782104492	 smoothness 12.630205154418945	 sharpness 31.510650634765625
==> Epoch 809/2000
==> Test
Train Loss 0.4058246314525604	 Train Accuracy (%): 85.44000244140625 	 Test Accuracy (%): 44.41999816894531	 gHg: 48.081966400146484	 smoothness 7.553768157958984	 sharpness 34.1118278503418
==> Epoch 810/2000
==> Test
Train Loss 0.4049646556377411	 Train Accuracy (%): 85.37999725341797 	 Test Accuracy (%): 44.959999084472656	 gHg: 72.33346557617188	 smoothness 14.37527847290039	 sharpness 32.31957244873047
==> Epoch 811/2000
==> Test
Train Loss 0.3713051676750183	 Train Accuracy (%): 86.55999755859375 	 Test Accuracy (%): 45.150001525878906	 gHg: 30.714313507080078	 smoothness 10.89763355255127	 sharpness 32.045650482177734
==> Epoch 812/2000
==> Test
Train Loss 0.37953826785087585	 Train Accuracy (%): 86.95999908447266 	 Test Accuracy (%): 44.65999984741211	 gHg: 40.31955337524414	 smoothness 9.142444610595703	 sharpness 35.287315368652344
==> Epoch 813/2000
==> Test
Train Loss 0.4068751335144043	 Train Accuracy (%): 85.31999969482422 	 Test Accuracy (%): 44.72999954223633	 gHg: 74.09385681152344	 smoothness 13.121749877929688	 sharpness 33.555057525634766
==> Epoch 814/2000
==> Test
Train Loss 0.36785459518432617	 Train Accuracy (%): 86.9800033569336 	 Test Accuracy (%): 44.939998626708984	 gHg: 30.401309967041016	 smoothness 12.3348970413208	 sharpness 32.029571533203125
==> Epoch 815/2000
==> Test
Train Loss 0.39336463809013367	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 43.25	 gHg: 56.27770233154297	 smoothness 5.941956996917725	 sharpness 35.07512283325195
==> Epoch 816/2000
==> Test
Train Loss 0.4002397358417511	 Train Accuracy (%): 85.9800033569336 	 Test Accuracy (%): 44.779998779296875	 gHg: 103.41603088378906	 smoothness 16.799537658691406	 sharpness 36.39994812011719
==> Epoch 817/2000
==> Test
Train Loss 0.39378631114959717	 Train Accuracy (%): 86.41999816894531 	 Test Accuracy (%): 44.95000076293945	 gHg: 30.180002212524414	 smoothness 12.028081893920898	 sharpness 31.83887481689453
==> Epoch 818/2000
==> Test
Train Loss 0.3708110451698303	 Train Accuracy (%): 86.91999816894531 	 Test Accuracy (%): 43.33000183105469	 gHg: 30.80604362487793	 smoothness 7.303168773651123	 sharpness 35.961517333984375
==> Epoch 819/2000
==> Test
Train Loss 0.4174765646457672	 Train Accuracy (%): 84.87999725341797 	 Test Accuracy (%): 45.119998931884766	 gHg: 114.13725280761719	 smoothness 13.971128463745117	 sharpness 38.34623336791992
==> Epoch 820/2000
==> Test
Train Loss 0.40405648946762085	 Train Accuracy (%): 85.66000366210938 	 Test Accuracy (%): 44.63999938964844	 gHg: 88.36637878417969	 smoothness 15.265149116516113	 sharpness 35.79861831665039
==> Epoch 821/2000
==> Test
Train Loss 0.37142059206962585	 Train Accuracy (%): 86.77999877929688 	 Test Accuracy (%): 44.13999938964844	 gHg: 22.68218994140625	 smoothness 10.4578218460083	 sharpness 31.212858200073242
==> Epoch 822/2000
==> Test
Train Loss 0.3936535716056824	 Train Accuracy (%): 85.81999969482422 	 Test Accuracy (%): 44.619998931884766	 gHg: 102.52511596679688	 smoothness 9.289678573608398	 sharpness 43.38650894165039
==> Epoch 823/2000
==> Test
Train Loss 0.4276881814002991	 Train Accuracy (%): 84.83999633789062 	 Test Accuracy (%): 43.869998931884766	 gHg: 115.73370361328125	 smoothness 15.822182655334473	 sharpness 36.640316009521484
==> Epoch 824/2000
==> Test
Train Loss 0.41490209102630615	 Train Accuracy (%): 84.77999877929688 	 Test Accuracy (%): 44.58000183105469	 gHg: 62.515724182128906	 smoothness 13.89130687713623	 sharpness 32.41944885253906
==> Epoch 825/2000
==> Test
Train Loss 0.39252227544784546	 Train Accuracy (%): 85.72000122070312 	 Test Accuracy (%): 44.849998474121094	 gHg: 34.60455322265625	 smoothness 8.685432434082031	 sharpness 34.110557556152344
==> Epoch 826/2000
==> Test
Train Loss 0.41207191348075867	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 44.20000076293945	 gHg: 78.54408264160156	 smoothness 12.667683601379395	 sharpness 35.90458679199219
==> Epoch 827/2000
==> Test
Train Loss 0.4095584750175476	 Train Accuracy (%): 85.58000183105469 	 Test Accuracy (%): 44.40999984741211	 gHg: 63.734825134277344	 smoothness 14.070385932922363	 sharpness 36.782798767089844
==> Epoch 828/2000
==> Test
Train Loss 0.38143190741539	 Train Accuracy (%): 86.08000183105469 	 Test Accuracy (%): 44.70000076293945	 gHg: 39.61097717285156	 smoothness 10.954407691955566	 sharpness 34.461063385009766
==> Epoch 829/2000
==> Test
Train Loss 0.3710925579071045	 Train Accuracy (%): 87.0 	 Test Accuracy (%): 44.099998474121094	 gHg: 51.78418731689453	 smoothness 10.448591232299805	 sharpness 35.888545989990234
==> Epoch 830/2000
==> Test
Train Loss 0.4123052656650543	 Train Accuracy (%): 84.54000091552734 	 Test Accuracy (%): 44.47999954223633	 gHg: 108.39068603515625	 smoothness 14.255090713500977	 sharpness 37.36098861694336
==> Epoch 831/2000
==> Test
Train Loss 0.40537571907043457	 Train Accuracy (%): 85.44000244140625 	 Test Accuracy (%): 44.439998626708984	 gHg: 77.5927734375	 smoothness 15.056966781616211	 sharpness 36.74275588989258
==> Epoch 832/2000
==> Test
Train Loss 0.38247787952423096	 Train Accuracy (%): 86.0199966430664 	 Test Accuracy (%): 44.33000183105469	 gHg: 45.10126495361328	 smoothness 10.742640495300293	 sharpness 36.126564025878906
==> Epoch 833/2000
==> Test
Train Loss 0.37217646837234497	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 45.08000183105469	 gHg: 66.39041900634766	 smoothness 11.940479278564453	 sharpness 34.516361236572266
==> Epoch 834/2000
==> Test
Train Loss 0.37584394216537476	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 44.38999938964844	 gHg: 50.7060546875	 smoothness 11.861271858215332	 sharpness 34.73310852050781
==> Epoch 835/2000
==> Test
Train Loss 0.3829192519187927	 Train Accuracy (%): 86.58000183105469 	 Test Accuracy (%): 44.470001220703125	 gHg: 38.75104522705078	 smoothness 10.6423921585083	 sharpness 35.83281707763672
==> Epoch 836/2000
==> Test
Train Loss 0.3685972988605499	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 45.06999969482422	 gHg: 39.29985046386719	 smoothness 10.230459213256836	 sharpness 33.11130142211914
==> Epoch 837/2000
==> Test
Train Loss 0.3843039274215698	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 44.15999984741211	 gHg: 32.25142288208008	 smoothness 11.773159980773926	 sharpness 30.943174362182617
==> Epoch 838/2000
==> Test
Train Loss 0.3956744074821472	 Train Accuracy (%): 85.80000305175781 	 Test Accuracy (%): 44.439998626708984	 gHg: 93.52771759033203	 smoothness 8.501520156860352	 sharpness 39.6406364440918
==> Epoch 839/2000
==> Test
Train Loss 0.4028266370296478	 Train Accuracy (%): 86.16000366210938 	 Test Accuracy (%): 45.560001373291016	 gHg: 69.10237121582031	 smoothness 15.665422439575195	 sharpness 32.39310836791992
==> Epoch 840/2000
==> Test
Train Loss 0.37092360854148865	 Train Accuracy (%): 86.9000015258789 	 Test Accuracy (%): 44.4900016784668	 gHg: 25.607210159301758	 smoothness 9.70048713684082	 sharpness 33.40666198730469
==> Epoch 841/2000
==> Test
Train Loss 0.4088684320449829	 Train Accuracy (%): 85.30000305175781 	 Test Accuracy (%): 44.619998931884766	 gHg: 119.20848846435547	 smoothness 10.117600440979004	 sharpness 40.93003845214844
==> Epoch 842/2000
==> Test
Train Loss 0.416197270154953	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 45.08000183105469	 gHg: 64.34183502197266	 smoothness 14.090523719787598	 sharpness 29.400693893432617
==> Epoch 843/2000
==> Test
Train Loss 0.3864821195602417	 Train Accuracy (%): 86.0 	 Test Accuracy (%): 44.150001525878906	 gHg: 61.81834030151367	 smoothness 8.398150444030762	 sharpness 36.5028190612793
==> Epoch 844/2000
==> Test
Train Loss 0.42629390954971313	 Train Accuracy (%): 84.72000122070312 	 Test Accuracy (%): 44.04999923706055	 gHg: 222.59335327148438	 smoothness 14.826143264770508	 sharpness 44.85627365112305
==> Epoch 845/2000
==> Test
Train Loss 0.44458046555519104	 Train Accuracy (%): 84.05999755859375 	 Test Accuracy (%): 44.5099983215332	 gHg: 104.04649353027344	 smoothness 14.021893501281738	 sharpness 34.9250602722168
==> Epoch 846/2000
==> Test
Train Loss 0.43014657497406006	 Train Accuracy (%): 84.76000213623047 	 Test Accuracy (%): 44.11000061035156	 gHg: 116.85124969482422	 smoothness 10.681410789489746	 sharpness 36.82926559448242
==> Epoch 847/2000
==> Test
Train Loss 0.4558331072330475	 Train Accuracy (%): 84.33999633789062 	 Test Accuracy (%): 45.08000183105469	 gHg: 181.26998901367188	 smoothness 13.085628509521484	 sharpness 41.9334716796875
==> Epoch 848/2000
==> Test
Train Loss 0.41445234417915344	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 44.09000015258789	 gHg: 92.34996032714844	 smoothness 12.886940002441406	 sharpness 37.820831298828125
==> Epoch 849/2000
==> Test
Train Loss 0.438646137714386	 Train Accuracy (%): 84.16000366210938 	 Test Accuracy (%): 44.36000061035156	 gHg: 138.8229522705078	 smoothness 9.706265449523926	 sharpness 36.45315170288086
==> Epoch 850/2000
==> Test
Train Loss 0.44825267791748047	 Train Accuracy (%): 84.08000183105469 	 Test Accuracy (%): 44.31999969482422	 gHg: 134.21914672851562	 smoothness 14.215641975402832	 sharpness 39.13808822631836
==> Epoch 851/2000
==> Test
Train Loss 0.43445655703544617	 Train Accuracy (%): 84.23999786376953 	 Test Accuracy (%): 44.2599983215332	 gHg: 64.74645233154297	 smoothness 10.610482215881348	 sharpness 34.90830993652344
==> Epoch 852/2000
==> Test
Train Loss 0.4046093821525574	 Train Accuracy (%): 85.72000122070312 	 Test Accuracy (%): 45.08000183105469	 gHg: 75.51565551757812	 smoothness 10.286092758178711	 sharpness 32.06100082397461
==> Epoch 853/2000
==> Test
Train Loss 0.3945213258266449	 Train Accuracy (%): 86.0999984741211 	 Test Accuracy (%): 44.58000183105469	 gHg: 54.047386169433594	 smoothness 10.740972518920898	 sharpness 34.758060455322266
==> Epoch 854/2000
==> Test
Train Loss 0.4018617570400238	 Train Accuracy (%): 85.08000183105469 	 Test Accuracy (%): 45.310001373291016	 gHg: 68.14543914794922	 smoothness 10.750499725341797	 sharpness 32.228450775146484
==> Epoch 855/2000
==> Test
Train Loss 0.39791691303253174	 Train Accuracy (%): 85.72000122070312 	 Test Accuracy (%): 45.18000030517578	 gHg: 35.27131652832031	 smoothness 10.996530532836914	 sharpness 32.29965591430664
==> Epoch 856/2000
==> Test
Train Loss 0.4044787287712097	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 45.119998931884766	 gHg: 50.210567474365234	 smoothness 7.930720806121826	 sharpness 33.18791580200195
==> Epoch 857/2000
==> Test
Train Loss 0.3943612277507782	 Train Accuracy (%): 85.83999633789062 	 Test Accuracy (%): 44.560001373291016	 gHg: 48.2674560546875	 smoothness 11.652485847473145	 sharpness 33.11130142211914
==> Epoch 858/2000
==> Test
Train Loss 0.38793718814849854	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 45.29999923706055	 gHg: 50.417728424072266	 smoothness 10.06942081451416	 sharpness 32.934959411621094
==> Epoch 859/2000
==> Test
Train Loss 0.3894684910774231	 Train Accuracy (%): 85.87999725341797 	 Test Accuracy (%): 44.66999816894531	 gHg: 28.982219696044922	 smoothness 10.317068099975586	 sharpness 30.65338134765625
==> Epoch 860/2000
==> Test
Train Loss 0.39120689034461975	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 44.099998474121094	 gHg: 47.20673370361328	 smoothness 8.7051362991333	 sharpness 34.39380645751953
==> Epoch 861/2000
==> Test
Train Loss 0.386221319437027	 Train Accuracy (%): 86.13999938964844 	 Test Accuracy (%): 44.95000076293945	 gHg: 57.422142028808594	 smoothness 12.263423919677734	 sharpness 33.84375
==> Epoch 862/2000
==> Test
Train Loss 0.3740167021751404	 Train Accuracy (%): 86.5199966430664 	 Test Accuracy (%): 44.59000015258789	 gHg: 29.840709686279297	 smoothness 10.4581880569458	 sharpness 32.609928131103516
==> Epoch 863/2000
==> Test
Train Loss 0.38170042634010315	 Train Accuracy (%): 86.19999694824219 	 Test Accuracy (%): 44.439998626708984	 gHg: 64.02420806884766	 smoothness 10.111783981323242	 sharpness 34.75673294067383
==> Epoch 864/2000
==> Test
Train Loss 0.38917163014411926	 Train Accuracy (%): 85.5999984741211 	 Test Accuracy (%): 44.959999084472656	 gHg: 61.47836685180664	 smoothness 14.021318435668945	 sharpness 32.52153778076172
==> Epoch 865/2000
==> Test
Train Loss 0.35036948323249817	 Train Accuracy (%): 87.58000183105469 	 Test Accuracy (%): 44.470001220703125	 gHg: 27.026498794555664	 smoothness 10.737373352050781	 sharpness 32.6989860534668
==> Epoch 866/2000
==> Test
Train Loss 0.3609526753425598	 Train Accuracy (%): 87.54000091552734 	 Test Accuracy (%): 44.2599983215332	 gHg: 25.80449676513672	 smoothness 9.329425811767578	 sharpness 32.8582649230957
==> Epoch 867/2000
==> Test
Train Loss 0.34758299589157104	 Train Accuracy (%): 87.69999694824219 	 Test Accuracy (%): 45.099998474121094	 gHg: 20.17323875427246	 smoothness 9.380252838134766	 sharpness 32.75768280029297
==> Epoch 868/2000
==> Test
Train Loss 0.3673456907272339	 Train Accuracy (%): 86.4000015258789 	 Test Accuracy (%): 44.5099983215332	 gHg: 54.725990295410156	 smoothness 9.94589614868164	 sharpness 35.7401123046875
==> Epoch 869/2000
==> Test
Train Loss 0.37015771865844727	 Train Accuracy (%): 87.37999725341797 	 Test Accuracy (%): 44.970001220703125	 gHg: 34.57524108886719	 smoothness 12.007640838623047	 sharpness 33.50859451293945
==> Epoch 870/2000
==> Test
Train Loss 0.3696626126766205	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 45.72999954223633	 gHg: 41.27631759643555	 smoothness 9.661154747009277	 sharpness 34.036678314208984
==> Epoch 871/2000
==> Test
Train Loss 0.35422205924987793	 Train Accuracy (%): 86.9800033569336 	 Test Accuracy (%): 45.68000030517578	 gHg: 30.433795928955078	 smoothness 11.897019386291504	 sharpness 33.9885368347168
==> Epoch 872/2000
==> Test
Train Loss 0.36586788296699524	 Train Accuracy (%): 87.19999694824219 	 Test Accuracy (%): 44.65999984741211	 gHg: 31.408174514770508	 smoothness 7.9203314781188965	 sharpness 33.08488845825195
==> Epoch 873/2000
==> Test
Train Loss 0.3855535387992859	 Train Accuracy (%): 86.31999969482422 	 Test Accuracy (%): 45.58000183105469	 gHg: 76.88383483886719	 smoothness 13.114970207214355	 sharpness 37.329689025878906
==> Epoch 874/2000
==> Test
Train Loss 0.3571911156177521	 Train Accuracy (%): 87.31999969482422 	 Test Accuracy (%): 44.93000030517578	 gHg: 38.41872024536133	 smoothness 12.146208763122559	 sharpness 29.911163330078125
==> Epoch 875/2000
==> Test
Train Loss 0.3644157350063324	 Train Accuracy (%): 86.81999969482422 	 Test Accuracy (%): 45.0	 gHg: 42.92962646484375	 smoothness 9.756148338317871	 sharpness 33.687992095947266
==> Epoch 876/2000
==> Test
Train Loss 0.3800847828388214	 Train Accuracy (%): 86.16000366210938 	 Test Accuracy (%): 44.900001525878906	 gHg: 80.6245346069336	 smoothness 12.911406517028809	 sharpness 33.83818054199219
==> Epoch 877/2000
==> Test
Train Loss 0.3689171075820923	 Train Accuracy (%): 86.95999908447266 	 Test Accuracy (%): 44.41999816894531	 gHg: 56.62089538574219	 smoothness 13.672378540039062	 sharpness 34.313011169433594
==> Epoch 878/2000
==> Test
Train Loss 0.3503708839416504	 Train Accuracy (%): 87.66000366210938 	 Test Accuracy (%): 44.369998931884766	 gHg: 36.00254821777344	 smoothness 10.074914932250977	 sharpness 33.99735641479492
==> Epoch 879/2000
==> Test
Train Loss 0.35545215010643005	 Train Accuracy (%): 86.9800033569336 	 Test Accuracy (%): 44.33000183105469	 gHg: 84.23368072509766	 smoothness 12.6116304397583	 sharpness 36.21208572387695
==> Epoch 880/2000
==> Test
Train Loss 0.38664841651916504	 Train Accuracy (%): 86.31999969482422 	 Test Accuracy (%): 44.66999816894531	 gHg: 69.61138916015625	 smoothness 13.575758934020996	 sharpness 32.907283782958984
==> Epoch 881/2000
==> Test
Train Loss 0.36802858114242554	 Train Accuracy (%): 87.27999877929688 	 Test Accuracy (%): 44.279998779296875	 gHg: 59.026798248291016	 smoothness 12.318028450012207	 sharpness 32.559913635253906
==> Epoch 882/2000
==> Test
Train Loss 0.3829784691333771	 Train Accuracy (%): 86.22000122070312 	 Test Accuracy (%): 44.880001068115234	 gHg: 55.093997955322266	 smoothness 12.123554229736328	 sharpness 35.95747375488281
==> Epoch 883/2000
==> Test
Train Loss 0.35765162110328674	 Train Accuracy (%): 86.31999969482422 	 Test Accuracy (%): 44.77000045776367	 gHg: 68.94635772705078	 smoothness 10.828706741333008	 sharpness 35.93175506591797
==> Epoch 884/2000
==> Test
Train Loss 0.387095183134079	 Train Accuracy (%): 85.58000183105469 	 Test Accuracy (%): 44.630001068115234	 gHg: 80.5135726928711	 smoothness 14.670729637145996	 sharpness 34.77702713012695
==> Epoch 885/2000
==> Test
Train Loss 0.3672904372215271	 Train Accuracy (%): 86.9000015258789 	 Test Accuracy (%): 44.11000061035156	 gHg: 31.926860809326172	 smoothness 11.773311614990234	 sharpness 33.47972869873047
==> Epoch 886/2000
==> Test
Train Loss 0.36069732904434204	 Train Accuracy (%): 86.9800033569336 	 Test Accuracy (%): 44.83000183105469	 gHg: 60.05086898803711	 smoothness 7.659418106079102	 sharpness 38.91786193847656
==> Epoch 887/2000
==> Test
Train Loss 0.3656642735004425	 Train Accuracy (%): 87.30000305175781 	 Test Accuracy (%): 44.65999984741211	 gHg: 77.94934844970703	 smoothness 15.6908540725708	 sharpness 38.15264892578125
==> Epoch 888/2000
==> Test
Train Loss 0.3191030025482178	 Train Accuracy (%): 88.69999694824219 	 Test Accuracy (%): 44.18000030517578	 gHg: 28.25905990600586	 smoothness 10.589125633239746	 sharpness 31.235307693481445
==> Epoch 889/2000
==> Test
Train Loss 0.3651210367679596	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 44.91999816894531	 gHg: 69.3421859741211	 smoothness 9.74293327331543	 sharpness 38.92491149902344
==> Epoch 890/2000
==> Test
Train Loss 0.37531793117523193	 Train Accuracy (%): 86.27999877929688 	 Test Accuracy (%): 44.7599983215332	 gHg: 66.11502838134766	 smoothness 13.755147933959961	 sharpness 35.10209655761719
==> Epoch 891/2000
==> Test
Train Loss 0.355157732963562	 Train Accuracy (%): 87.26000213623047 	 Test Accuracy (%): 44.84000015258789	 gHg: 53.1468505859375	 smoothness 11.405208587646484	 sharpness 33.06427001953125
==> Epoch 892/2000
==> Test
Train Loss 0.3669699728488922	 Train Accuracy (%): 87.05999755859375 	 Test Accuracy (%): 44.25	 gHg: 64.69133758544922	 smoothness 11.541244506835938	 sharpness 37.525657653808594
==> Epoch 893/2000
==> Test
Train Loss 0.3724607825279236	 Train Accuracy (%): 86.58000183105469 	 Test Accuracy (%): 44.93000030517578	 gHg: 99.03050994873047	 smoothness 12.74851131439209	 sharpness 36.0804328918457
==> Epoch 894/2000
==> Test
Train Loss 0.37711140513420105	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 45.20000076293945	 gHg: 70.51396179199219	 smoothness 14.114294052124023	 sharpness 35.093441009521484
==> Epoch 895/2000
==> Test
Train Loss 0.3458007276058197	 Train Accuracy (%): 87.5 	 Test Accuracy (%): 44.599998474121094	 gHg: 37.73523712158203	 smoothness 9.799423217773438	 sharpness 33.86354446411133
==> Epoch 896/2000
==> Test
Train Loss 0.36093953251838684	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 45.060001373291016	 gHg: 90.6700439453125	 smoothness 11.405517578125	 sharpness 31.780248641967773
==> Epoch 897/2000
==> Test
Train Loss 0.3678801953792572	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 45.02000045776367	 gHg: 76.25995635986328	 smoothness 14.4781494140625	 sharpness 35.79655456542969
==> Epoch 898/2000
==> Test
Train Loss 0.3462241590023041	 Train Accuracy (%): 87.80000305175781 	 Test Accuracy (%): 43.79999923706055	 gHg: 50.25248336791992	 smoothness 10.448991775512695	 sharpness 35.1596565246582
==> Epoch 899/2000
==> Test
Train Loss 0.38794857263565063	 Train Accuracy (%): 86.16000366210938 	 Test Accuracy (%): 44.54999923706055	 gHg: 172.82818603515625	 smoothness 13.353751182556152	 sharpness 43.03145980834961
==> Epoch 900/2000
==> Test
Train Loss 0.3915032744407654	 Train Accuracy (%): 86.5 	 Test Accuracy (%): 44.66999816894531	 gHg: 87.2686538696289	 smoothness 15.172786712646484	 sharpness 35.344017028808594
==> Epoch 901/2000
==> Test
Train Loss 0.36754724383354187	 Train Accuracy (%): 87.5 	 Test Accuracy (%): 43.400001525878906	 gHg: 32.85294723510742	 smoothness 8.813920021057129	 sharpness 34.69086456298828
==> Epoch 902/2000
==> Test
Train Loss 0.40056806802749634	 Train Accuracy (%): 84.94000244140625 	 Test Accuracy (%): 44.20000076293945	 gHg: 114.35263061523438	 smoothness 12.421866416931152	 sharpness 37.667884826660156
==> Epoch 903/2000
==> Test
Train Loss 0.3469565212726593	 Train Accuracy (%): 87.5999984741211 	 Test Accuracy (%): 44.31999969482422	 gHg: 32.85723114013672	 smoothness 12.537313461303711	 sharpness 32.79575729370117
==> Epoch 904/2000
==> Test
Train Loss 0.37770968675613403	 Train Accuracy (%): 86.66000366210938 	 Test Accuracy (%): 44.130001068115234	 gHg: 41.325233459472656	 smoothness 6.123570442199707	 sharpness 37.709327697753906
==> Epoch 905/2000
==> Test
Train Loss 0.3809584975242615	 Train Accuracy (%): 86.36000061035156 	 Test Accuracy (%): 44.22999954223633	 gHg: 109.89845275878906	 smoothness 12.513200759887695	 sharpness 34.62865447998047
==> Epoch 906/2000
==> Test
Train Loss 0.3666520118713379	 Train Accuracy (%): 86.91999816894531 	 Test Accuracy (%): 44.77000045776367	 gHg: 45.00979232788086	 smoothness 13.498530387878418	 sharpness 34.18727111816406
==> Epoch 907/2000
==> Test
Train Loss 0.34885838627815247	 Train Accuracy (%): 87.9800033569336 	 Test Accuracy (%): 44.349998474121094	 gHg: 27.114152908325195	 smoothness 6.549670696258545	 sharpness 31.7313232421875
==> Epoch 908/2000
==> Test
Train Loss 0.3726749122142792	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 44.279998779296875	 gHg: 76.20154571533203	 smoothness 11.778890609741211	 sharpness 36.822086334228516
==> Epoch 909/2000
==> Test
Train Loss 0.3599392771720886	 Train Accuracy (%): 87.44000244140625 	 Test Accuracy (%): 44.459999084472656	 gHg: 60.127567291259766	 smoothness 12.690136909484863	 sharpness 35.14691162109375
==> Epoch 910/2000
==> Test
Train Loss 0.352109432220459	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 43.900001525878906	 gHg: 48.76717758178711	 smoothness 10.46648120880127	 sharpness 35.41436004638672
==> Epoch 911/2000
==> Test
Train Loss 0.365131139755249	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 44.97999954223633	 gHg: 65.18375396728516	 smoothness 11.942230224609375	 sharpness 32.00104522705078
==> Epoch 912/2000
==> Test
Train Loss 0.3580869734287262	 Train Accuracy (%): 87.41999816894531 	 Test Accuracy (%): 44.650001525878906	 gHg: 57.695167541503906	 smoothness 12.964790344238281	 sharpness 34.245277404785156
==> Epoch 913/2000
==> Test
Train Loss 0.36525413393974304	 Train Accuracy (%): 86.62000274658203 	 Test Accuracy (%): 45.119998931884766	 gHg: 34.811988830566406	 smoothness 10.392030715942383	 sharpness 33.10280227661133
==> Epoch 914/2000
==> Test
Train Loss 0.3427722454071045	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 45.5	 gHg: 31.15863609313965	 smoothness 9.964599609375	 sharpness 32.592674255371094
==> Epoch 915/2000
==> Test
Train Loss 0.3475598990917206	 Train Accuracy (%): 87.58000183105469 	 Test Accuracy (%): 45.7400016784668	 gHg: 35.80621337890625	 smoothness 11.269659996032715	 sharpness 30.6568660736084
==> Epoch 916/2000
==> Test
Train Loss 0.3268468379974365	 Train Accuracy (%): 88.27999877929688 	 Test Accuracy (%): 44.970001220703125	 gHg: 20.06957244873047	 smoothness 9.83441162109375	 sharpness 31.45340919494629
==> Epoch 917/2000
==> Test
Train Loss 0.3461237847805023	 Train Accuracy (%): 87.76000213623047 	 Test Accuracy (%): 45.0	 gHg: 28.659683227539062	 smoothness 9.085184097290039	 sharpness 34.53250503540039
==> Epoch 918/2000
==> Test
Train Loss 0.3449282944202423	 Train Accuracy (%): 87.9800033569336 	 Test Accuracy (%): 44.790000915527344	 gHg: 26.181684494018555	 smoothness 10.12980842590332	 sharpness 30.175704956054688
==> Epoch 919/2000
==> Test
Train Loss 0.3336264193058014	 Train Accuracy (%): 87.95999908447266 	 Test Accuracy (%): 45.43000030517578	 gHg: 25.8729248046875	 smoothness 9.73918342590332	 sharpness 32.16364288330078
==> Epoch 920/2000
==> Test
Train Loss 0.3310740292072296	 Train Accuracy (%): 88.26000213623047 	 Test Accuracy (%): 45.040000915527344	 gHg: 24.244503021240234	 smoothness 10.395842552185059	 sharpness 34.857948303222656
==> Epoch 921/2000
==> Test
Train Loss 0.33509573340415955	 Train Accuracy (%): 88.45999908447266 	 Test Accuracy (%): 44.72999954223633	 gHg: 22.671903610229492	 smoothness 9.23859691619873	 sharpness 31.55711555480957
==> Epoch 922/2000
==> Test
Train Loss 0.30467021465301514	 Train Accuracy (%): 88.77999877929688 	 Test Accuracy (%): 44.45000076293945	 gHg: 22.22561264038086	 smoothness 9.262534141540527	 sharpness 33.13102340698242
==> Epoch 923/2000
==> Test
Train Loss 0.3239777088165283	 Train Accuracy (%): 88.73999786376953 	 Test Accuracy (%): 44.83000183105469	 gHg: 37.25038146972656	 smoothness 10.056806564331055	 sharpness 35.84192657470703
==> Epoch 924/2000
==> Test
Train Loss 0.3589240610599518	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 44.470001220703125	 gHg: 46.005348205566406	 smoothness 12.185561180114746	 sharpness 33.095882415771484
==> Epoch 925/2000
==> Test
Train Loss 0.3464083671569824	 Train Accuracy (%): 88.16000366210938 	 Test Accuracy (%): 45.36000061035156	 gHg: 46.45985412597656	 smoothness 11.753580093383789	 sharpness 35.0670280456543
==> Epoch 926/2000
==> Test
Train Loss 0.33527547121047974	 Train Accuracy (%): 88.19999694824219 	 Test Accuracy (%): 45.81999969482422	 gHg: 38.045501708984375	 smoothness 11.336129188537598	 sharpness 34.216796875
==> Epoch 927/2000
==> Test
Train Loss 0.3460107147693634	 Train Accuracy (%): 88.08000183105469 	 Test Accuracy (%): 45.06999969482422	 gHg: 37.4937744140625	 smoothness 10.771721839904785	 sharpness 29.674386978149414
==> Epoch 928/2000
==> Test
Train Loss 0.3398106098175049	 Train Accuracy (%): 87.36000061035156 	 Test Accuracy (%): 44.91999816894531	 gHg: 33.398582458496094	 smoothness 10.447059631347656	 sharpness 32.67277526855469
==> Epoch 929/2000
==> Test
Train Loss 0.31250709295272827	 Train Accuracy (%): 88.94000244140625 	 Test Accuracy (%): 45.13999938964844	 gHg: 23.733545303344727	 smoothness 9.70478343963623	 sharpness 32.63259506225586
==> Epoch 930/2000
==> Test
Train Loss 0.3345370292663574	 Train Accuracy (%): 87.9800033569336 	 Test Accuracy (%): 45.130001068115234	 gHg: 51.198585510253906	 smoothness 8.743754386901855	 sharpness 34.143489837646484
==> Epoch 931/2000
==> Test
Train Loss 0.32965990900993347	 Train Accuracy (%): 88.31999969482422 	 Test Accuracy (%): 45.709999084472656	 gHg: 44.01127624511719	 smoothness 13.296003341674805	 sharpness 33.32474899291992
==> Epoch 932/2000
==> Test
Train Loss 0.3255825340747833	 Train Accuracy (%): 88.30000305175781 	 Test Accuracy (%): 45.400001525878906	 gHg: 42.18097686767578	 smoothness 10.300386428833008	 sharpness 33.24028778076172
==> Epoch 933/2000
==> Test
Train Loss 0.3262004554271698	 Train Accuracy (%): 88.4800033569336 	 Test Accuracy (%): 45.22999954223633	 gHg: 43.25390625	 smoothness 11.772720336914062	 sharpness 32.9868049621582
==> Epoch 934/2000
==> Test
Train Loss 0.33408504724502563	 Train Accuracy (%): 88.30000305175781 	 Test Accuracy (%): 45.11000061035156	 gHg: 29.98676109313965	 smoothness 10.075210571289062	 sharpness 33.3905143737793
==> Epoch 935/2000
==> Test
Train Loss 0.34470638632774353	 Train Accuracy (%): 87.73999786376953 	 Test Accuracy (%): 44.41999816894531	 gHg: 79.17511749267578	 smoothness 10.520416259765625	 sharpness 38.54033660888672
==> Epoch 936/2000
==> Test
Train Loss 0.35551032423973083	 Train Accuracy (%): 87.23999786376953 	 Test Accuracy (%): 44.650001525878906	 gHg: 145.3104248046875	 smoothness 15.546730041503906	 sharpness 42.63220977783203
==> Epoch 937/2000
==> Test
Train Loss 0.37128594517707825	 Train Accuracy (%): 87.0199966430664 	 Test Accuracy (%): 44.849998474121094	 gHg: 117.87586975097656	 smoothness 15.033194541931152	 sharpness 39.320030212402344
==> Epoch 938/2000
==> Test
Train Loss 0.33375927805900574	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 43.900001525878906	 gHg: 47.50636672973633	 smoothness 10.274696350097656	 sharpness 34.755836486816406
==> Epoch 939/2000
==> Test
Train Loss 0.36772364377975464	 Train Accuracy (%): 86.5199966430664 	 Test Accuracy (%): 44.959999084472656	 gHg: 89.36007690429688	 smoothness 13.076484680175781	 sharpness 31.037931442260742
==> Epoch 940/2000
==> Test
Train Loss 0.3167420029640198	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 45.13999938964844	 gHg: 36.21723937988281	 smoothness 11.920309066772461	 sharpness 32.81172180175781
==> Epoch 941/2000
==> Test
Train Loss 0.33737415075302124	 Train Accuracy (%): 88.18000030517578 	 Test Accuracy (%): 45.11000061035156	 gHg: 44.1748046875	 smoothness 9.313441276550293	 sharpness 34.759681701660156
==> Epoch 942/2000
==> Test
Train Loss 0.3284132182598114	 Train Accuracy (%): 88.27999877929688 	 Test Accuracy (%): 45.5099983215332	 gHg: 27.207077026367188	 smoothness 10.202435493469238	 sharpness 32.241859436035156
==> Epoch 943/2000
==> Test
Train Loss 0.33415722846984863	 Train Accuracy (%): 88.05999755859375 	 Test Accuracy (%): 45.220001220703125	 gHg: 33.915130615234375	 smoothness 8.73388385772705	 sharpness 30.653247833251953
==> Epoch 944/2000
==> Test
Train Loss 0.32279470562934875	 Train Accuracy (%): 88.77999877929688 	 Test Accuracy (%): 44.470001220703125	 gHg: 39.582855224609375	 smoothness 12.21550178527832	 sharpness 35.28094482421875
==> Epoch 945/2000
==> Test
Train Loss 0.32385289669036865	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 44.2400016784668	 gHg: 32.324459075927734	 smoothness 9.421138763427734	 sharpness 32.92759704589844
==> Epoch 946/2000
==> Test
Train Loss 0.31572696566581726	 Train Accuracy (%): 88.9000015258789 	 Test Accuracy (%): 44.31999969482422	 gHg: 26.830711364746094	 smoothness 11.701001167297363	 sharpness 30.007404327392578
==> Epoch 947/2000
==> Test
Train Loss 0.3129565715789795	 Train Accuracy (%): 88.54000091552734 	 Test Accuracy (%): 44.560001373291016	 gHg: 29.97728729248047	 smoothness 8.922722816467285	 sharpness 34.594730377197266
==> Epoch 948/2000
==> Test
Train Loss 0.3355608284473419	 Train Accuracy (%): 88.44000244140625 	 Test Accuracy (%): 45.279998779296875	 gHg: 50.97474670410156	 smoothness 12.5394287109375	 sharpness 33.565284729003906
==> Epoch 949/2000
==> Test
Train Loss 0.30729198455810547	 Train Accuracy (%): 89.58000183105469 	 Test Accuracy (%): 44.63999938964844	 gHg: 27.27846908569336	 smoothness 11.394639015197754	 sharpness 30.690895080566406
==> Epoch 950/2000
==> Test
Train Loss 0.3239803612232208	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 44.47999954223633	 gHg: 30.796340942382812	 smoothness 9.921282768249512	 sharpness 32.10728454589844
==> Epoch 951/2000
==> Test
Train Loss 0.32286620140075684	 Train Accuracy (%): 88.27999877929688 	 Test Accuracy (%): 44.75	 gHg: 36.766300201416016	 smoothness 10.775830268859863	 sharpness 32.9982795715332
==> Epoch 952/2000
==> Test
Train Loss 0.3170049786567688	 Train Accuracy (%): 88.87999725341797 	 Test Accuracy (%): 44.52000045776367	 gHg: 26.918357849121094	 smoothness 10.827278137207031	 sharpness 32.063785552978516
==> Epoch 953/2000
==> Test
Train Loss 0.3142319917678833	 Train Accuracy (%): 88.63999938964844 	 Test Accuracy (%): 43.91999816894531	 gHg: 24.139188766479492	 smoothness 9.587796211242676	 sharpness 30.916946411132812
==> Epoch 954/2000
==> Test
Train Loss 0.31352898478507996	 Train Accuracy (%): 89.22000122070312 	 Test Accuracy (%): 45.0099983215332	 gHg: 50.752132415771484	 smoothness 11.123739242553711	 sharpness 38.289756774902344
==> Epoch 955/2000
==> Test
Train Loss 0.3293490707874298	 Train Accuracy (%): 88.54000091552734 	 Test Accuracy (%): 44.970001220703125	 gHg: 40.032222747802734	 smoothness 12.910928726196289	 sharpness 34.508792877197266
==> Epoch 956/2000
==> Test
Train Loss 0.3145411014556885	 Train Accuracy (%): 88.73999786376953 	 Test Accuracy (%): 44.41999816894531	 gHg: 33.37641906738281	 smoothness 9.186434745788574	 sharpness 32.806793212890625
==> Epoch 957/2000
==> Test
Train Loss 0.30739066004753113	 Train Accuracy (%): 89.04000091552734 	 Test Accuracy (%): 44.88999938964844	 gHg: 38.487632751464844	 smoothness 11.509760856628418	 sharpness 34.709007263183594
==> Epoch 958/2000
==> Test
Train Loss 0.324932336807251	 Train Accuracy (%): 88.12000274658203 	 Test Accuracy (%): 44.40999984741211	 gHg: 58.713130950927734	 smoothness 11.14223861694336	 sharpness 37.95308303833008
==> Epoch 959/2000
==> Test
Train Loss 0.3322812020778656	 Train Accuracy (%): 88.5199966430664 	 Test Accuracy (%): 44.970001220703125	 gHg: 113.10125732421875	 smoothness 14.061774253845215	 sharpness 41.03158950805664
==> Epoch 960/2000
==> Test
Train Loss 0.3480856716632843	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 45.060001373291016	 gHg: 91.20584869384766	 smoothness 14.150311470031738	 sharpness 35.047603607177734
==> Epoch 961/2000
==> Test
Train Loss 0.32613229751586914	 Train Accuracy (%): 88.0 	 Test Accuracy (%): 43.9900016784668	 gHg: 70.3045654296875	 smoothness 12.4332275390625	 sharpness 38.34160614013672
==> Epoch 962/2000
==> Test
Train Loss 0.3449854552745819	 Train Accuracy (%): 87.4000015258789 	 Test Accuracy (%): 44.81999969482422	 gHg: 94.04539489746094	 smoothness 12.504657745361328	 sharpness 35.84512710571289
==> Epoch 963/2000
==> Test
Train Loss 0.36488866806030273	 Train Accuracy (%): 87.0999984741211 	 Test Accuracy (%): 44.16999816894531	 gHg: 76.60853576660156	 smoothness 12.683087348937988	 sharpness 34.37902069091797
==> Epoch 964/2000
==> Test
Train Loss 0.3383939564228058	 Train Accuracy (%): 87.76000213623047 	 Test Accuracy (%): 42.810001373291016	 gHg: 110.19297790527344	 smoothness 11.127734184265137	 sharpness 40.692073822021484
==> Epoch 965/2000
==> Test
Train Loss 0.40006500482559204	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 44.68000030517578	 gHg: 209.52655029296875	 smoothness 14.336758613586426	 sharpness 42.21971893310547
==> Epoch 966/2000
==> Test
Train Loss 0.3935278654098511	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 43.900001525878906	 gHg: 167.04580688476562	 smoothness 14.572833061218262	 sharpness 36.14214324951172
==> Epoch 967/2000
==> Test
Train Loss 0.38443511724472046	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 44.0	 gHg: 245.13021850585938	 smoothness 12.756791114807129	 sharpness 44.48613357543945
==> Epoch 968/2000
==> Test
Train Loss 0.4430912137031555	 Train Accuracy (%): 83.5999984741211 	 Test Accuracy (%): 45.88999938964844	 gHg: 212.00860595703125	 smoothness 14.787760734558105	 sharpness 36.222835540771484
==> Epoch 969/2000
==> Test
Train Loss 0.38366299867630005	 Train Accuracy (%): 85.77999877929688 	 Test Accuracy (%): 43.33000183105469	 gHg: 147.51873779296875	 smoothness 11.7135009765625	 sharpness 36.16013717651367
==> Epoch 970/2000
==> Test
Train Loss 0.5084546804428101	 Train Accuracy (%): 82.31999969482422 	 Test Accuracy (%): 42.5099983215332	 gHg: 711.79150390625	 smoothness 13.49587345123291	 sharpness 54.00577926635742
==> Epoch 971/2000
==> Test
Train Loss 0.6456497311592102	 Train Accuracy (%): 79.4800033569336 	 Test Accuracy (%): 44.310001373291016	 gHg: 269.95751953125	 smoothness 16.01181983947754	 sharpness 37.36195755004883
==> Epoch 972/2000
==> Test
Train Loss 0.5316166281700134	 Train Accuracy (%): 81.81999969482422 	 Test Accuracy (%): 41.86000061035156	 gHg: 338.39984130859375	 smoothness 8.95349407196045	 sharpness 36.98020553588867
==> Epoch 973/2000
==> Test
Train Loss 0.7390092015266418	 Train Accuracy (%): 76.13999938964844 	 Test Accuracy (%): 42.400001525878906	 gHg: 1387.40625	 smoothness 18.5521240234375	 sharpness 55.943458557128906
==> Epoch 974/2000
==> Test
Train Loss 0.6648244857788086	 Train Accuracy (%): 78.12000274658203 	 Test Accuracy (%): 44.47999954223633	 gHg: 301.945556640625	 smoothness 13.507085800170898	 sharpness 37.87398910522461
==> Epoch 975/2000
==> Test
Train Loss 0.7190903425216675	 Train Accuracy (%): 78.0199966430664 	 Test Accuracy (%): 43.9900016784668	 gHg: 265.043701171875	 smoothness 9.297835350036621	 sharpness 36.787445068359375
==> Epoch 976/2000
==> Test
Train Loss 0.5901923775672913	 Train Accuracy (%): 79.23999786376953 	 Test Accuracy (%): 44.220001220703125	 gHg: 280.04217529296875	 smoothness 11.898226737976074	 sharpness 36.89950942993164
==> Epoch 977/2000
==> Test
Train Loss 0.5352179408073425	 Train Accuracy (%): 80.91999816894531 	 Test Accuracy (%): 43.900001525878906	 gHg: 124.52178955078125	 smoothness 8.914435386657715	 sharpness 32.31925964355469
==> Epoch 978/2000
==> Test
Train Loss 0.5763863325119019	 Train Accuracy (%): 80.58000183105469 	 Test Accuracy (%): 43.20000076293945	 gHg: 89.83264923095703	 smoothness 10.687905311584473	 sharpness 27.33158302307129
==> Epoch 979/2000
==> Test
Train Loss 0.5539191961288452	 Train Accuracy (%): 80.77999877929688 	 Test Accuracy (%): 41.849998474121094	 gHg: 62.79534149169922	 smoothness 6.862488746643066	 sharpness 29.713171005249023
==> Epoch 980/2000
==> Test
Train Loss 0.5751086473464966	 Train Accuracy (%): 79.91999816894531 	 Test Accuracy (%): 43.630001068115234	 gHg: 111.16986846923828	 smoothness 10.261250495910645	 sharpness 32.2213134765625
==> Epoch 981/2000
==> Test
Train Loss 0.5017425417900085	 Train Accuracy (%): 82.0999984741211 	 Test Accuracy (%): 43.369998931884766	 gHg: 33.475830078125	 smoothness 8.44255542755127	 sharpness 27.197690963745117
==> Epoch 982/2000
==> Test
Train Loss 0.5370716452598572	 Train Accuracy (%): 81.5 	 Test Accuracy (%): 44.119998931884766	 gHg: 85.9915771484375	 smoothness 8.823049545288086	 sharpness 28.090377807617188
==> Epoch 983/2000
==> Test
Train Loss 0.45527929067611694	 Train Accuracy (%): 83.05999755859375 	 Test Accuracy (%): 44.11000061035156	 gHg: 22.789947509765625	 smoothness 9.030399322509766	 sharpness 29.403549194335938
==> Epoch 984/2000
==> Test
Train Loss 0.5108057856559753	 Train Accuracy (%): 82.41999816894531 	 Test Accuracy (%): 44.279998779296875	 gHg: 57.83070373535156	 smoothness 6.594325542449951	 sharpness 27.188453674316406
==> Epoch 985/2000
==> Test
Train Loss 0.43816903233528137	 Train Accuracy (%): 84.62000274658203 	 Test Accuracy (%): 43.88999938964844	 gHg: 31.753881454467773	 smoothness 9.029317855834961	 sharpness 26.876712799072266
==> Epoch 986/2000
==> Test
Train Loss 0.4541997015476227	 Train Accuracy (%): 84.0199966430664 	 Test Accuracy (%): 43.45000076293945	 gHg: 46.31669616699219	 smoothness 7.858737468719482	 sharpness 27.361764907836914
==> Epoch 987/2000
==> Test
Train Loss 0.44940733909606934	 Train Accuracy (%): 84.12000274658203 	 Test Accuracy (%): 43.470001220703125	 gHg: 22.922298431396484	 smoothness 8.76237964630127	 sharpness 25.55429458618164
==> Epoch 988/2000
==> Test
Train Loss 0.43878114223480225	 Train Accuracy (%): 84.36000061035156 	 Test Accuracy (%): 44.380001068115234	 gHg: 33.778175354003906	 smoothness 7.297321796417236	 sharpness 27.34476089477539
==> Epoch 989/2000
==> Test
Train Loss 0.4056530296802521	 Train Accuracy (%): 85.36000061035156 	 Test Accuracy (%): 44.310001373291016	 gHg: 22.89043426513672	 smoothness 8.470051765441895	 sharpness 27.03466033935547
==> Epoch 990/2000
==> Test
Train Loss 0.39747607707977295	 Train Accuracy (%): 85.33999633789062 	 Test Accuracy (%): 43.869998931884766	 gHg: 23.359243392944336	 smoothness 8.307366371154785	 sharpness 27.635513305664062
==> Epoch 991/2000
==> Test
Train Loss 0.4187332093715668	 Train Accuracy (%): 84.76000213623047 	 Test Accuracy (%): 44.709999084472656	 gHg: 41.61539077758789	 smoothness 8.271469116210938	 sharpness 31.878986358642578
==> Epoch 992/2000
==> Test
Train Loss 0.3877122700214386	 Train Accuracy (%): 86.27999877929688 	 Test Accuracy (%): 45.560001373291016	 gHg: 34.444419860839844	 smoothness 11.322704315185547	 sharpness 30.938692092895508
==> Epoch 993/2000
==> Test
Train Loss 0.38460803031921387	 Train Accuracy (%): 86.22000122070312 	 Test Accuracy (%): 44.9900016784668	 gHg: 19.246273040771484	 smoothness 7.252935409545898	 sharpness 29.032926559448242
==> Epoch 994/2000
==> Test
Train Loss 0.380833238363266	 Train Accuracy (%): 86.30000305175781 	 Test Accuracy (%): 45.060001373291016	 gHg: 53.5877685546875	 smoothness 10.352295875549316	 sharpness 33.5091438293457
==> Epoch 995/2000
==> Test
Train Loss 0.38794657588005066	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 45.75	 gHg: 45.7854118347168	 smoothness 12.538808822631836	 sharpness 29.440786361694336
==> Epoch 996/2000
==> Test
Train Loss 0.37237051129341125	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 45.130001068115234	 gHg: 20.121810913085938	 smoothness 9.807541847229004	 sharpness 28.478824615478516
==> Epoch 997/2000
==> Test
Train Loss 0.36965763568878174	 Train Accuracy (%): 86.36000061035156 	 Test Accuracy (%): 44.290000915527344	 gHg: 46.77565002441406	 smoothness 7.617060661315918	 sharpness 33.9142951965332
==> Epoch 998/2000
==> Test
Train Loss 0.3840670585632324	 Train Accuracy (%): 86.77999877929688 	 Test Accuracy (%): 45.209999084472656	 gHg: 54.433441162109375	 smoothness 12.742669105529785	 sharpness 32.8434944152832
==> Epoch 999/2000
==> Test
Train Loss 0.3554803133010864	 Train Accuracy (%): 87.5 	 Test Accuracy (%): 44.869998931884766	 gHg: 22.967994689941406	 smoothness 9.775623321533203	 sharpness 27.073469161987305
==> Epoch 1000/2000
==> Test
Train Loss 0.3558931350708008	 Train Accuracy (%): 86.94000244140625 	 Test Accuracy (%): 44.38999938964844	 gHg: 47.4517822265625	 smoothness 8.136659622192383	 sharpness 32.96347427368164
==> Epoch 1001/2000
==> Test
Train Loss 0.39680707454681396	 Train Accuracy (%): 86.08000183105469 	 Test Accuracy (%): 44.7599983215332	 gHg: 117.58429718017578	 smoothness 14.782767295837402	 sharpness 37.17417907714844
==> Epoch 1002/2000
==> Test
Train Loss 0.34959155321121216	 Train Accuracy (%): 87.5999984741211 	 Test Accuracy (%): 44.7400016784668	 gHg: 29.219757080078125	 smoothness 12.948103904724121	 sharpness 29.796554565429688
==> Epoch 1003/2000
==> Test
Train Loss 0.3621593713760376	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 44.31999969482422	 gHg: 46.1392822265625	 smoothness 4.89676570892334	 sharpness 32.19858169555664
==> Epoch 1004/2000
==> Test
Train Loss 0.3875577747821808	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 44.970001220703125	 gHg: 91.08059692382812	 smoothness 14.685991287231445	 sharpness 36.20866775512695
==> Epoch 1005/2000
==> Test
Train Loss 0.34193819761276245	 Train Accuracy (%): 88.0 	 Test Accuracy (%): 44.849998474121094	 gHg: 20.545862197875977	 smoothness 10.83271598815918	 sharpness 28.63654136657715
==> Epoch 1006/2000
==> Test
Train Loss 0.3571801781654358	 Train Accuracy (%): 87.45999908447266 	 Test Accuracy (%): 44.7400016784668	 gHg: 44.092369079589844	 smoothness 7.499607086181641	 sharpness 34.0335693359375
==> Epoch 1007/2000
==> Test
Train Loss 0.3489641547203064	 Train Accuracy (%): 87.18000030517578 	 Test Accuracy (%): 44.84000015258789	 gHg: 37.9400520324707	 smoothness 12.485891342163086	 sharpness 30.922149658203125
==> Epoch 1008/2000
==> Test
Train Loss 0.3243778944015503	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 44.7599983215332	 gHg: 17.031503677368164	 smoothness 8.315492630004883	 sharpness 28.39391326904297
==> Epoch 1009/2000
==> Test
Train Loss 0.36667075753211975	 Train Accuracy (%): 86.94000244140625 	 Test Accuracy (%): 44.630001068115234	 gHg: 65.03155517578125	 smoothness 9.991862297058105	 sharpness 32.39891815185547
==> Epoch 1010/2000
==> Test
Train Loss 0.31662169098854065	 Train Accuracy (%): 88.76000213623047 	 Test Accuracy (%): 44.27000045776367	 gHg: 41.86847686767578	 smoothness 12.825889587402344	 sharpness 30.81460189819336
==> Epoch 1011/2000
==> Test
Train Loss 0.32396015524864197	 Train Accuracy (%): 88.33999633789062 	 Test Accuracy (%): 44.619998931884766	 gHg: 31.277170181274414	 smoothness 8.085623741149902	 sharpness 29.870956420898438
==> Epoch 1012/2000
==> Test
Train Loss 0.3579087555408478	 Train Accuracy (%): 87.30000305175781 	 Test Accuracy (%): 44.560001373291016	 gHg: 53.57290267944336	 smoothness 11.62397289276123	 sharpness 29.587310791015625
==> Epoch 1013/2000
==> Test
Train Loss 0.3138163089752197	 Train Accuracy (%): 88.5199966430664 	 Test Accuracy (%): 43.5099983215332	 gHg: 24.40706443786621	 smoothness 10.557801246643066	 sharpness 28.0924129486084
==> Epoch 1014/2000
==> Test
Train Loss 0.3409712016582489	 Train Accuracy (%): 88.27999877929688 	 Test Accuracy (%): 44.7599983215332	 gHg: 61.367698669433594	 smoothness 7.24104642868042	 sharpness 38.160282135009766
==> Epoch 1015/2000
==> Test
Train Loss 0.3185349702835083	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 44.93000030517578	 gHg: 43.271820068359375	 smoothness 13.381135940551758	 sharpness 30.21829605102539
==> Epoch 1016/2000
==> Test
Train Loss 0.33035096526145935	 Train Accuracy (%): 88.36000061035156 	 Test Accuracy (%): 44.40999984741211	 gHg: 19.571577072143555	 smoothness 7.991491317749023	 sharpness 27.863357543945312
==> Epoch 1017/2000
==> Test
Train Loss 0.3444947600364685	 Train Accuracy (%): 88.19999694824219 	 Test Accuracy (%): 45.349998474121094	 gHg: 51.576568603515625	 smoothness 10.464900016784668	 sharpness 30.38895606994629
==> Epoch 1018/2000
==> Test
Train Loss 0.29150983691215515	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 45.459999084472656	 gHg: 13.822165489196777	 smoothness 10.526937484741211	 sharpness 25.935611724853516
==> Epoch 1019/2000
==> Test
Train Loss 0.3278034031391144	 Train Accuracy (%): 88.37999725341797 	 Test Accuracy (%): 45.099998474121094	 gHg: 36.43468475341797	 smoothness 5.8794379234313965	 sharpness 29.119834899902344
==> Epoch 1020/2000
==> Test
Train Loss 0.3157210350036621	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 44.90999984741211	 gHg: 28.249937057495117	 smoothness 11.130361557006836	 sharpness 28.987077713012695
==> Epoch 1021/2000
==> Test
Train Loss 0.3151238262653351	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 45.2599983215332	 gHg: 32.232749938964844	 smoothness 10.001516342163086	 sharpness 32.20781326293945
==> Epoch 1022/2000
==> Test
Train Loss 0.2933317720890045	 Train Accuracy (%): 89.5999984741211 	 Test Accuracy (%): 44.72999954223633	 gHg: 25.693580627441406	 smoothness 9.158130645751953	 sharpness 29.162944793701172
==> Epoch 1023/2000
==> Test
Train Loss 0.31298762559890747	 Train Accuracy (%): 89.41999816894531 	 Test Accuracy (%): 44.77000045776367	 gHg: 22.132556915283203	 smoothness 10.831976890563965	 sharpness 27.94513702392578
==> Epoch 1024/2000
==> Test
Train Loss 0.3018752336502075	 Train Accuracy (%): 89.4800033569336 	 Test Accuracy (%): 45.2400016784668	 gHg: 11.26293659210205	 smoothness 8.886651992797852	 sharpness 29.241466522216797
==> Epoch 1025/2000
==> Test
Train Loss 0.30150306224823	 Train Accuracy (%): 88.9000015258789 	 Test Accuracy (%): 45.290000915527344	 gHg: 16.25977325439453	 smoothness 6.909469127655029	 sharpness 30.149009704589844
==> Epoch 1026/2000
==> Test
Train Loss 0.30531883239746094	 Train Accuracy (%): 89.04000091552734 	 Test Accuracy (%): 45.0	 gHg: 19.90074920654297	 smoothness 10.404509544372559	 sharpness 28.661989212036133
==> Epoch 1027/2000
==> Test
Train Loss 0.27845001220703125	 Train Accuracy (%): 90.27999877929688 	 Test Accuracy (%): 45.150001525878906	 gHg: 13.819863319396973	 smoothness 8.748357772827148	 sharpness 30.269290924072266
==> Epoch 1028/2000
==> Test
Train Loss 0.30356907844543457	 Train Accuracy (%): 89.08000183105469 	 Test Accuracy (%): 45.56999969482422	 gHg: 20.06732177734375	 smoothness 8.18645191192627	 sharpness 29.160293579101562
==> Epoch 1029/2000
==> Test
Train Loss 0.3047061264514923	 Train Accuracy (%): 89.22000122070312 	 Test Accuracy (%): 45.08000183105469	 gHg: 27.50051498413086	 smoothness 9.622995376586914	 sharpness 31.63888931274414
==> Epoch 1030/2000
==> Test
Train Loss 0.3005134165287018	 Train Accuracy (%): 88.9800033569336 	 Test Accuracy (%): 44.81999969482422	 gHg: 20.230993270874023	 smoothness 9.858839988708496	 sharpness 29.95138168334961
==> Epoch 1031/2000
==> Test
Train Loss 0.30863580107688904	 Train Accuracy (%): 88.91999816894531 	 Test Accuracy (%): 45.040000915527344	 gHg: 45.012481689453125	 smoothness 7.662452220916748	 sharpness 34.39582443237305
==> Epoch 1032/2000
==> Test
Train Loss 0.30877333879470825	 Train Accuracy (%): 88.95999908447266 	 Test Accuracy (%): 44.83000183105469	 gHg: 45.65542221069336	 smoothness 13.262277603149414	 sharpness 29.257705688476562
==> Epoch 1033/2000
==> Test
Train Loss 0.32061922550201416	 Train Accuracy (%): 88.23999786376953 	 Test Accuracy (%): 44.18000030517578	 gHg: 28.85771369934082	 smoothness 8.846942901611328	 sharpness 34.29076385498047
==> Epoch 1034/2000
==> Test
Train Loss 0.317425012588501	 Train Accuracy (%): 89.04000091552734 	 Test Accuracy (%): 44.09000015258789	 gHg: 56.063751220703125	 smoothness 10.532702445983887	 sharpness 35.229034423828125
==> Epoch 1035/2000
==> Test
Train Loss 0.3133071959018707	 Train Accuracy (%): 88.63999938964844 	 Test Accuracy (%): 44.58000183105469	 gHg: 46.20875549316406	 smoothness 11.573694229125977	 sharpness 32.65853500366211
==> Epoch 1036/2000
==> Test
Train Loss 0.32056596875190735	 Train Accuracy (%): 88.77999877929688 	 Test Accuracy (%): 44.349998474121094	 gHg: 52.377803802490234	 smoothness 9.449610710144043	 sharpness 30.265365600585938
==> Epoch 1037/2000
==> Test
Train Loss 0.3304564356803894	 Train Accuracy (%): 88.22000122070312 	 Test Accuracy (%): 44.47999954223633	 gHg: 70.98554229736328	 smoothness 12.756793975830078	 sharpness 32.642913818359375
==> Epoch 1038/2000
==> Test
Train Loss 0.3242807984352112	 Train Accuracy (%): 88.41999816894531 	 Test Accuracy (%): 45.099998474121094	 gHg: 89.13676452636719	 smoothness 11.525707244873047	 sharpness 36.475467681884766
==> Epoch 1039/2000
==> Test
Train Loss 0.3308223485946655	 Train Accuracy (%): 87.9800033569336 	 Test Accuracy (%): 45.119998931884766	 gHg: 63.98051452636719	 smoothness 13.718327522277832	 sharpness 37.800418853759766
==> Epoch 1040/2000
==> Test
Train Loss 0.300546795129776	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 44.22999954223633	 gHg: 35.409812927246094	 smoothness 8.290578842163086	 sharpness 31.32317352294922
==> Epoch 1041/2000
==> Test
Train Loss 0.3357405662536621	 Train Accuracy (%): 88.13999938964844 	 Test Accuracy (%): 44.59000015258789	 gHg: 134.82305908203125	 smoothness 14.311091423034668	 sharpness 37.73661804199219
==> Epoch 1042/2000
==> Test
Train Loss 0.29608413577079773	 Train Accuracy (%): 89.68000030517578 	 Test Accuracy (%): 44.900001525878906	 gHg: 39.42778778076172	 smoothness 12.93895435333252	 sharpness 32.53280258178711
==> Epoch 1043/2000
==> Test
Train Loss 0.3155800402164459	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 44.369998931884766	 gHg: 38.31768035888672	 smoothness 5.807596206665039	 sharpness 30.267772674560547
==> Epoch 1044/2000
==> Test
Train Loss 0.32321086525917053	 Train Accuracy (%): 88.19999694824219 	 Test Accuracy (%): 44.939998626708984	 gHg: 75.50849914550781	 smoothness 14.408348083496094	 sharpness 33.6524772644043
==> Epoch 1045/2000
==> Test
Train Loss 0.300639271736145	 Train Accuracy (%): 89.22000122070312 	 Test Accuracy (%): 45.459999084472656	 gHg: 25.103654861450195	 smoothness 10.345741271972656	 sharpness 30.668275833129883
==> Epoch 1046/2000
==> Test
Train Loss 0.31156253814697266	 Train Accuracy (%): 88.81999969482422 	 Test Accuracy (%): 44.84000015258789	 gHg: 37.67119216918945	 smoothness 8.6032133102417	 sharpness 28.736736297607422
==> Epoch 1047/2000
==> Test
Train Loss 0.32007816433906555	 Train Accuracy (%): 88.45999908447266 	 Test Accuracy (%): 45.25	 gHg: 56.192291259765625	 smoothness 13.43617057800293	 sharpness 31.809898376464844
==> Epoch 1048/2000
==> Test
Train Loss 0.27624377608299255	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 45.06999969482422	 gHg: 11.647820472717285	 smoothness 9.49450969696045	 sharpness 29.0396728515625
==> Epoch 1049/2000
==> Test
Train Loss 0.29808562994003296	 Train Accuracy (%): 89.5199966430664 	 Test Accuracy (%): 44.790000915527344	 gHg: 38.90979766845703	 smoothness 7.688560485839844	 sharpness 32.825477600097656
==> Epoch 1050/2000
==> Test
Train Loss 0.29710257053375244	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 44.29999923706055	 gHg: 37.26298522949219	 smoothness 13.02967643737793	 sharpness 30.451740264892578
==> Epoch 1051/2000
==> Test
Train Loss 0.28288888931274414	 Train Accuracy (%): 90.05999755859375 	 Test Accuracy (%): 44.4900016784668	 gHg: 12.303404808044434	 smoothness 8.331252098083496	 sharpness 28.852453231811523
==> Epoch 1052/2000
==> Test
Train Loss 0.28892603516578674	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 45.02000045776367	 gHg: 43.101890563964844	 smoothness 9.755163192749023	 sharpness 30.589649200439453
==> Epoch 1053/2000
==> Test
Train Loss 0.2900083065032959	 Train Accuracy (%): 89.80000305175781 	 Test Accuracy (%): 44.84000015258789	 gHg: 26.831140518188477	 smoothness 13.365724563598633	 sharpness 33.92301559448242
==> Epoch 1054/2000
==> Test
Train Loss 0.27022889256477356	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 44.369998931884766	 gHg: 15.387840270996094	 smoothness 6.249161243438721	 sharpness 28.19858169555664
==> Epoch 1055/2000
==> Test
Train Loss 0.2948912978172302	 Train Accuracy (%): 89.62000274658203 	 Test Accuracy (%): 44.31999969482422	 gHg: 39.43666076660156	 smoothness 14.13548469543457	 sharpness 32.12990188598633
==> Epoch 1056/2000
==> Test
Train Loss 0.3092575967311859	 Train Accuracy (%): 88.9800033569336 	 Test Accuracy (%): 44.59000015258789	 gHg: 19.252178192138672	 smoothness 9.918909072875977	 sharpness 31.49431800842285
==> Epoch 1057/2000
==> Test
Train Loss 0.3146129250526428	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 44.95000076293945	 gHg: 40.5232048034668	 smoothness 10.238445281982422	 sharpness 30.739112854003906
==> Epoch 1058/2000
==> Test
Train Loss 0.2819674611091614	 Train Accuracy (%): 89.58000183105469 	 Test Accuracy (%): 44.599998474121094	 gHg: 28.212329864501953	 smoothness 11.456660270690918	 sharpness 29.780277252197266
==> Epoch 1059/2000
==> Test
Train Loss 0.27367091178894043	 Train Accuracy (%): 89.95999908447266 	 Test Accuracy (%): 44.54999923706055	 gHg: 27.33310317993164	 smoothness 10.046050071716309	 sharpness 28.263660430908203
==> Epoch 1060/2000
==> Test
Train Loss 0.2910827696323395	 Train Accuracy (%): 89.26000213623047 	 Test Accuracy (%): 44.959999084472656	 gHg: 32.758262634277344	 smoothness 10.205974578857422	 sharpness 30.92635154724121
==> Epoch 1061/2000
==> Test
Train Loss 0.29945459961891174	 Train Accuracy (%): 89.45999908447266 	 Test Accuracy (%): 44.9900016784668	 gHg: 64.06136322021484	 smoothness 12.29918384552002	 sharpness 35.48106002807617
==> Epoch 1062/2000
==> Test
Train Loss 0.2877095639705658	 Train Accuracy (%): 89.26000213623047 	 Test Accuracy (%): 44.88999938964844	 gHg: 36.98486328125	 smoothness 12.11722469329834	 sharpness 33.08505630493164
==> Epoch 1063/2000
==> Test
Train Loss 0.28790292143821716	 Train Accuracy (%): 89.62000274658203 	 Test Accuracy (%): 44.959999084472656	 gHg: 21.29238510131836	 smoothness 9.128623962402344	 sharpness 28.379484176635742
==> Epoch 1064/2000
==> Test
Train Loss 0.28284332156181335	 Train Accuracy (%): 89.80000305175781 	 Test Accuracy (%): 44.540000915527344	 gHg: 42.499271392822266	 smoothness 9.721282005310059	 sharpness 34.72113037109375
==> Epoch 1065/2000
==> Test
Train Loss 0.2872031033039093	 Train Accuracy (%): 89.62000274658203 	 Test Accuracy (%): 44.150001525878906	 gHg: 46.275203704833984	 smoothness 11.973875999450684	 sharpness 37.63864517211914
==> Epoch 1066/2000
==> Test
Train Loss 0.28315094113349915	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 44.68000030517578	 gHg: 37.04576110839844	 smoothness 11.309021949768066	 sharpness 33.898536682128906
==> Epoch 1067/2000
==> Test
Train Loss 0.29816126823425293	 Train Accuracy (%): 89.54000091552734 	 Test Accuracy (%): 45.15999984741211	 gHg: 29.595165252685547	 smoothness 10.136712074279785	 sharpness 31.607297897338867
==> Epoch 1068/2000
==> Test
Train Loss 0.29923707246780396	 Train Accuracy (%): 89.62000274658203 	 Test Accuracy (%): 44.900001525878906	 gHg: 33.00844192504883	 smoothness 9.807043075561523	 sharpness 32.08309555053711
==> Epoch 1069/2000
==> Test
Train Loss 0.28266024589538574	 Train Accuracy (%): 90.27999877929688 	 Test Accuracy (%): 44.150001525878906	 gHg: 33.4060173034668	 smoothness 10.42593002319336	 sharpness 31.07598114013672
==> Epoch 1070/2000
==> Test
Train Loss 0.2799384593963623	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 44.40999984741211	 gHg: 25.307762145996094	 smoothness 10.567242622375488	 sharpness 31.06722068786621
==> Epoch 1071/2000
==> Test
Train Loss 0.2841740846633911	 Train Accuracy (%): 90.04000091552734 	 Test Accuracy (%): 44.65999984741211	 gHg: 32.52839660644531	 smoothness 9.512372016906738	 sharpness 29.392419815063477
==> Epoch 1072/2000
==> Test
Train Loss 0.2880791127681732	 Train Accuracy (%): 90.04000091552734 	 Test Accuracy (%): 44.34000015258789	 gHg: 28.285160064697266	 smoothness 11.503419876098633	 sharpness 30.849140167236328
==> Epoch 1073/2000
==> Test
Train Loss 0.2835729420185089	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 45.119998931884766	 gHg: 24.917892456054688	 smoothness 9.593878746032715	 sharpness 31.841432571411133
==> Epoch 1074/2000
==> Test
Train Loss 0.270850270986557	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 45.150001525878906	 gHg: 17.05989646911621	 smoothness 10.565038681030273	 sharpness 28.885704040527344
==> Epoch 1075/2000
==> Test
Train Loss 0.2554357647895813	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 44.619998931884766	 gHg: 21.02337074279785	 smoothness 6.8430023193359375	 sharpness 29.684236526489258
==> Epoch 1076/2000
==> Test
Train Loss 0.2663988173007965	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.75	 gHg: 35.31202697753906	 smoothness 12.206043243408203	 sharpness 36.656063079833984
==> Epoch 1077/2000
==> Test
Train Loss 0.2546837031841278	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 45.099998474121094	 gHg: 15.512289047241211	 smoothness 9.443649291992188	 sharpness 29.37425422668457
==> Epoch 1078/2000
==> Test
Train Loss 0.2815079391002655	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.77000045776367	 gHg: 28.482105255126953	 smoothness 10.092779159545898	 sharpness 31.383909225463867
==> Epoch 1079/2000
==> Test
Train Loss 0.27301138639450073	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 44.59000015258789	 gHg: 22.819541931152344	 smoothness 9.799117088317871	 sharpness 30.329185485839844
==> Epoch 1080/2000
==> Test
Train Loss 0.2639513313770294	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 45.040000915527344	 gHg: 36.88864517211914	 smoothness 11.397090911865234	 sharpness 39.062347412109375
==> Epoch 1081/2000
==> Test
Train Loss 0.27512118220329285	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 44.84000015258789	 gHg: 15.105090141296387	 smoothness 10.90571117401123	 sharpness 28.60683250427246
==> Epoch 1082/2000
==> Test
Train Loss 0.2681233882904053	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 44.689998626708984	 gHg: 19.6761531829834	 smoothness 7.640800476074219	 sharpness 30.0157470703125
==> Epoch 1083/2000
==> Test
Train Loss 0.24606886506080627	 Train Accuracy (%): 91.41999816894531 	 Test Accuracy (%): 44.220001220703125	 gHg: 12.074006080627441	 smoothness 9.960112571716309	 sharpness 29.23028564453125
==> Epoch 1084/2000
==> Test
Train Loss 0.2681190073490143	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 44.619998931884766	 gHg: 21.68941879272461	 smoothness 8.225480079650879	 sharpness 32.36101531982422
==> Epoch 1085/2000
==> Test
Train Loss 0.2446593940258026	 Train Accuracy (%): 91.44000244140625 	 Test Accuracy (%): 44.27000045776367	 gHg: 21.259479522705078	 smoothness 10.860453605651855	 sharpness 27.639312744140625
==> Epoch 1086/2000
==> Test
Train Loss 0.2640111446380615	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 44.54999923706055	 gHg: 25.647815704345703	 smoothness 10.951386451721191	 sharpness 31.50234031677246
==> Epoch 1087/2000
==> Test
Train Loss 0.25328609347343445	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 44.72999954223633	 gHg: 24.691089630126953	 smoothness 9.511798858642578	 sharpness 29.328250885009766
==> Epoch 1088/2000
==> Test
Train Loss 0.273931622505188	 Train Accuracy (%): 90.26000213623047 	 Test Accuracy (%): 44.66999816894531	 gHg: 39.488407135009766	 smoothness 10.912757873535156	 sharpness 34.01278305053711
==> Epoch 1089/2000
==> Test
Train Loss 0.2668008506298065	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 44.459999084472656	 gHg: 45.657466888427734	 smoothness 12.023103713989258	 sharpness 31.86408233642578
==> Epoch 1090/2000
==> Test
Train Loss 0.2607424557209015	 Train Accuracy (%): 90.91999816894531 	 Test Accuracy (%): 44.599998474121094	 gHg: 34.022056579589844	 smoothness 11.838211059570312	 sharpness 31.05702018737793
==> Epoch 1091/2000
==> Test
Train Loss 0.26744961738586426	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 45.25	 gHg: 34.43993377685547	 smoothness 10.079120635986328	 sharpness 34.3409309387207
==> Epoch 1092/2000
==> Test
Train Loss 0.2725127339363098	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.650001525878906	 gHg: 28.531959533691406	 smoothness 11.031024932861328	 sharpness 32.80855941772461
==> Epoch 1093/2000
==> Test
Train Loss 0.25768256187438965	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 44.84000015258789	 gHg: 25.46742057800293	 smoothness 11.103571891784668	 sharpness 29.571203231811523
==> Epoch 1094/2000
==> Test
Train Loss 0.2701239287853241	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 45.18000030517578	 gHg: 26.8155460357666	 smoothness 10.474597930908203	 sharpness 29.598281860351562
==> Epoch 1095/2000
==> Test
Train Loss 0.24633191525936127	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 45.2400016784668	 gHg: 16.498929977416992	 smoothness 10.512981414794922	 sharpness 29.00017547607422
==> Epoch 1096/2000
==> Test
Train Loss 0.26584887504577637	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 44.95000076293945	 gHg: 17.616592407226562	 smoothness 8.706189155578613	 sharpness 31.49579429626465
==> Epoch 1097/2000
==> Test
Train Loss 0.2691996097564697	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 44.38999938964844	 gHg: 21.59500503540039	 smoothness 9.573034286499023	 sharpness 28.800031661987305
==> Epoch 1098/2000
==> Test
Train Loss 0.27632489800453186	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 45.150001525878906	 gHg: 39.04437255859375	 smoothness 11.156253814697266	 sharpness 37.569923400878906
==> Epoch 1099/2000
==> Test
Train Loss 0.24371348321437836	 Train Accuracy (%): 91.36000061035156 	 Test Accuracy (%): 45.47999954223633	 gHg: 22.152114868164062	 smoothness 11.4130277633667	 sharpness 33.978519439697266
==> Epoch 1100/2000
==> Test
Train Loss 0.2660776376724243	 Train Accuracy (%): 90.37999725341797 	 Test Accuracy (%): 45.58000183105469	 gHg: 24.845722198486328	 smoothness 8.649426460266113	 sharpness 31.001596450805664
==> Epoch 1101/2000
==> Test
Train Loss 0.26669517159461975	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 45.119998931884766	 gHg: 25.571212768554688	 smoothness 9.919900894165039	 sharpness 31.56676483154297
==> Epoch 1102/2000
==> Test
Train Loss 0.25607627630233765	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 44.95000076293945	 gHg: 29.880901336669922	 smoothness 8.528998374938965	 sharpness 30.01412010192871
==> Epoch 1103/2000
==> Test
Train Loss 0.2827107310295105	 Train Accuracy (%): 90.0999984741211 	 Test Accuracy (%): 44.959999084472656	 gHg: 43.4976806640625	 smoothness 12.438262939453125	 sharpness 34.713932037353516
==> Epoch 1104/2000
==> Test
Train Loss 0.26883944869041443	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 44.709999084472656	 gHg: 25.185285568237305	 smoothness 8.943109512329102	 sharpness 34.538272857666016
==> Epoch 1105/2000
==> Test
Train Loss 0.26893213391304016	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.52000045776367	 gHg: 35.46089172363281	 smoothness 10.229673385620117	 sharpness 30.43739891052246
==> Epoch 1106/2000
==> Test
Train Loss 0.2847665250301361	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 44.18000030517578	 gHg: 47.382057189941406	 smoothness 10.332575798034668	 sharpness 34.837215423583984
==> Epoch 1107/2000
==> Test
Train Loss 0.2837112247943878	 Train Accuracy (%): 89.83999633789062 	 Test Accuracy (%): 44.209999084472656	 gHg: 56.61338806152344	 smoothness 13.36215591430664	 sharpness 35.85307693481445
==> Epoch 1108/2000
==> Test
Train Loss 0.26016268134117126	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 43.599998474121094	 gHg: 17.9049072265625	 smoothness 10.254144668579102	 sharpness 34.730037689208984
==> Epoch 1109/2000
==> Test
Train Loss 0.2698234021663666	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 43.970001220703125	 gHg: 31.40302276611328	 smoothness 7.451811790466309	 sharpness 33.29887008666992
==> Epoch 1110/2000
==> Test
Train Loss 0.2590705454349518	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 44.619998931884766	 gHg: 24.982635498046875	 smoothness 10.968425750732422	 sharpness 31.713638305664062
==> Epoch 1111/2000
==> Test
Train Loss 0.24789708852767944	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 44.0099983215332	 gHg: 22.87265396118164	 smoothness 6.571218967437744	 sharpness 29.62029266357422
==> Epoch 1112/2000
==> Test
Train Loss 0.2743525505065918	 Train Accuracy (%): 90.26000213623047 	 Test Accuracy (%): 44.08000183105469	 gHg: 55.377540588378906	 smoothness 13.822528839111328	 sharpness 28.892681121826172
==> Epoch 1113/2000
==> Test
Train Loss 0.2673473656177521	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 44.72999954223633	 gHg: 31.706592559814453	 smoothness 10.437176704406738	 sharpness 32.35074234008789
==> Epoch 1114/2000
==> Test
Train Loss 0.2801181674003601	 Train Accuracy (%): 90.19999694824219 	 Test Accuracy (%): 45.04999923706055	 gHg: 33.99932861328125	 smoothness 10.485261917114258	 sharpness 31.72560691833496
==> Epoch 1115/2000
==> Test
Train Loss 0.2567775249481201	 Train Accuracy (%): 91.0199966430664 	 Test Accuracy (%): 44.72999954223633	 gHg: 21.080665588378906	 smoothness 9.362594604492188	 sharpness 30.31566619873047
==> Epoch 1116/2000
==> Test
Train Loss 0.28860968351364136	 Train Accuracy (%): 89.91999816894531 	 Test Accuracy (%): 44.40999984741211	 gHg: 69.6136474609375	 smoothness 10.912408828735352	 sharpness 31.88646697998047
==> Epoch 1117/2000
==> Test
Train Loss 0.2717730402946472	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.5099983215332	 gHg: 33.09736251831055	 smoothness 11.854334831237793	 sharpness 30.096736907958984
==> Epoch 1118/2000
==> Test
Train Loss 0.2834261357784271	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 44.5	 gHg: 47.323238372802734	 smoothness 8.595891952514648	 sharpness 33.53803253173828
==> Epoch 1119/2000
==> Test
Train Loss 0.26951923966407776	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 44.4900016784668	 gHg: 44.32535934448242	 smoothness 11.630227088928223	 sharpness 32.59392166137695
==> Epoch 1120/2000
==> Test
Train Loss 0.2741895914077759	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 44.15999984741211	 gHg: 40.107391357421875	 smoothness 9.503416061401367	 sharpness 30.353334426879883
==> Epoch 1121/2000
==> Test
Train Loss 0.2605213522911072	 Train Accuracy (%): 90.63999938964844 	 Test Accuracy (%): 43.91999816894531	 gHg: 27.650794982910156	 smoothness 10.188302040100098	 sharpness 33.33036804199219
==> Epoch 1122/2000
==> Test
Train Loss 0.2740020751953125	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 44.91999816894531	 gHg: 79.62730407714844	 smoothness 9.562016487121582	 sharpness 42.83369445800781
==> Epoch 1123/2000
==> Test
Train Loss 0.28983211517333984	 Train Accuracy (%): 89.44000244140625 	 Test Accuracy (%): 44.86000061035156	 gHg: 39.60210418701172	 smoothness 13.249093055725098	 sharpness 30.188613891601562
==> Epoch 1124/2000
==> Test
Train Loss 0.26607853174209595	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 44.86000061035156	 gHg: 24.893918991088867	 smoothness 7.180206298828125	 sharpness 29.260915756225586
==> Epoch 1125/2000
==> Test
Train Loss 0.2839350700378418	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 45.040000915527344	 gHg: 84.75186157226562	 smoothness 12.618247032165527	 sharpness 38.646053314208984
==> Epoch 1126/2000
==> Test
Train Loss 0.2921188771724701	 Train Accuracy (%): 89.5999984741211 	 Test Accuracy (%): 44.2400016784668	 gHg: 87.55999755859375	 smoothness 13.270235061645508	 sharpness 36.53485870361328
==> Epoch 1127/2000
==> Test
Train Loss 0.2734218239784241	 Train Accuracy (%): 90.30000305175781 	 Test Accuracy (%): 44.7599983215332	 gHg: 53.01569366455078	 smoothness 13.133443832397461	 sharpness 29.490781784057617
==> Epoch 1128/2000
==> Test
Train Loss 0.2510979175567627	 Train Accuracy (%): 91.0199966430664 	 Test Accuracy (%): 44.52000045776367	 gHg: 22.38079071044922	 smoothness 9.01627254486084	 sharpness 29.454322814941406
==> Epoch 1129/2000
==> Test
Train Loss 0.2990857660770416	 Train Accuracy (%): 89.5199966430664 	 Test Accuracy (%): 44.310001373291016	 gHg: 88.84933471679688	 smoothness 10.889678001403809	 sharpness 36.974098205566406
==> Epoch 1130/2000
==> Test
Train Loss 0.28237515687942505	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 44.54999923706055	 gHg: 59.114463806152344	 smoothness 13.107440948486328	 sharpness 29.172449111938477
==> Epoch 1131/2000
==> Test
Train Loss 0.2816246449947357	 Train Accuracy (%): 89.94000244140625 	 Test Accuracy (%): 44.720001220703125	 gHg: 39.86836624145508	 smoothness 9.684501647949219	 sharpness 31.064842224121094
==> Epoch 1132/2000
==> Test
Train Loss 0.2723645865917206	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 44.0	 gHg: 43.42672348022461	 smoothness 10.488273620605469	 sharpness 30.828170776367188
==> Epoch 1133/2000
==> Test
Train Loss 0.272792249917984	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 44.599998474121094	 gHg: 56.15174102783203	 smoothness 9.212265968322754	 sharpness 44.60849380493164
==> Epoch 1134/2000
==> Test
Train Loss 0.2658365070819855	 Train Accuracy (%): 90.37999725341797 	 Test Accuracy (%): 45.119998931884766	 gHg: 44.488304138183594	 smoothness 12.273639678955078	 sharpness 31.46006965637207
==> Epoch 1135/2000
==> Test
Train Loss 0.2822782099246979	 Train Accuracy (%): 89.72000122070312 	 Test Accuracy (%): 44.70000076293945	 gHg: 36.18880081176758	 smoothness 6.341836452484131	 sharpness 31.83420181274414
==> Epoch 1136/2000
==> Test
Train Loss 0.2897331416606903	 Train Accuracy (%): 89.55999755859375 	 Test Accuracy (%): 44.58000183105469	 gHg: 65.31793212890625	 smoothness 14.56410026550293	 sharpness 35.164859771728516
==> Epoch 1137/2000
==> Test
Train Loss 0.26196974515914917	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 44.810001373291016	 gHg: 21.101051330566406	 smoothness 8.174261093139648	 sharpness 34.040496826171875
==> Epoch 1138/2000
==> Test
Train Loss 0.284272164106369	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 44.560001373291016	 gHg: 60.059783935546875	 smoothness 11.922340393066406	 sharpness 31.558870315551758
==> Epoch 1139/2000
==> Test
Train Loss 0.26359862089157104	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 43.77000045776367	 gHg: 18.63148307800293	 smoothness 9.312614440917969	 sharpness 29.989248275756836
==> Epoch 1140/2000
==> Test
Train Loss 0.30952441692352295	 Train Accuracy (%): 89.0999984741211 	 Test Accuracy (%): 44.61000061035156	 gHg: 67.0037841796875	 smoothness 9.850469589233398	 sharpness 35.554588317871094
==> Epoch 1141/2000
==> Test
Train Loss 0.2891955077648163	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 44.61000061035156	 gHg: 56.79712677001953	 smoothness 11.750082015991211	 sharpness 29.613649368286133
==> Epoch 1142/2000
==> Test
Train Loss 0.27442020177841187	 Train Accuracy (%): 89.76000213623047 	 Test Accuracy (%): 43.77000045776367	 gHg: 51.70008850097656	 smoothness 11.926071166992188	 sharpness 33.22030258178711
==> Epoch 1143/2000
==> Test
Train Loss 0.25462576746940613	 Train Accuracy (%): 91.0999984741211 	 Test Accuracy (%): 44.45000076293945	 gHg: 30.75835418701172	 smoothness 9.366663932800293	 sharpness 35.74668884277344
==> Epoch 1144/2000
==> Test
Train Loss 0.27661505341529846	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 44.41999816894531	 gHg: 52.58757781982422	 smoothness 11.802088737487793	 sharpness 34.90589141845703
==> Epoch 1145/2000
==> Test
Train Loss 0.26661217212677	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.2400016784668	 gHg: 23.492189407348633	 smoothness 10.426874160766602	 sharpness 33.648338317871094
==> Epoch 1146/2000
==> Test
Train Loss 0.28166353702545166	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 44.16999816894531	 gHg: 30.005996704101562	 smoothness 8.404882431030273	 sharpness 37.05671691894531
==> Epoch 1147/2000
==> Test
Train Loss 0.2514767646789551	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 44.11000061035156	 gHg: 27.5888671875	 smoothness 10.43624496459961	 sharpness 30.615650177001953
==> Epoch 1148/2000
==> Test
Train Loss 0.26006028056144714	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 44.0099983215332	 gHg: 22.76055908203125	 smoothness 10.141963958740234	 sharpness 29.73566246032715
==> Epoch 1149/2000
==> Test
Train Loss 0.2498268485069275	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 44.15999984741211	 gHg: 17.922916412353516	 smoothness 9.415743827819824	 sharpness 29.33948516845703
==> Epoch 1150/2000
==> Test
Train Loss 0.26385217905044556	 Train Accuracy (%): 90.81999969482422 	 Test Accuracy (%): 44.93000030517578	 gHg: 23.729236602783203	 smoothness 9.849428176879883	 sharpness 30.161876678466797
==> Epoch 1151/2000
==> Test
Train Loss 0.24488982558250427	 Train Accuracy (%): 91.77999877929688 	 Test Accuracy (%): 45.439998626708984	 gHg: 9.339925765991211	 smoothness 8.820585250854492	 sharpness 28.101085662841797
==> Epoch 1152/2000
==> Test
Train Loss 0.24664998054504395	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 45.34000015258789	 gHg: 12.466763496398926	 smoothness 9.19904613494873	 sharpness 31.071273803710938
==> Epoch 1153/2000
==> Test
Train Loss 0.2455163300037384	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 45.380001068115234	 gHg: 15.9414701461792	 smoothness 8.093879699707031	 sharpness 30.333946228027344
==> Epoch 1154/2000
==> Test
Train Loss 0.25638261437416077	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 44.95000076293945	 gHg: 21.048866271972656	 smoothness 9.434527397155762	 sharpness 30.967329025268555
==> Epoch 1155/2000
==> Test
Train Loss 0.23096352815628052	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 44.47999954223633	 gHg: 20.8951416015625	 smoothness 9.65584945678711	 sharpness 36.44527816772461
==> Epoch 1156/2000
==> Test
Train Loss 0.2687446177005768	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.22999954223633	 gHg: 29.115774154663086	 smoothness 11.313911437988281	 sharpness 32.19847106933594
==> Epoch 1157/2000
==> Test
Train Loss 0.24268250167369843	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 43.810001373291016	 gHg: 19.569589614868164	 smoothness 8.523789405822754	 sharpness 29.851314544677734
==> Epoch 1158/2000
==> Test
Train Loss 0.25189048051834106	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 44.630001068115234	 gHg: 27.31293296813965	 smoothness 11.337904930114746	 sharpness 32.908424377441406
==> Epoch 1159/2000
==> Test
Train Loss 0.2547101676464081	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 43.9900016784668	 gHg: 29.195404052734375	 smoothness 8.906800270080566	 sharpness 30.626815795898438
==> Epoch 1160/2000
==> Test
Train Loss 0.2789609134197235	 Train Accuracy (%): 89.95999908447266 	 Test Accuracy (%): 44.810001373291016	 gHg: 75.95068359375	 smoothness 13.690484046936035	 sharpness 36.92050552368164
==> Epoch 1161/2000
==> Test
Train Loss 0.26077452301979065	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 44.439998626708984	 gHg: 59.42572784423828	 smoothness 13.32954216003418	 sharpness 33.10599136352539
==> Epoch 1162/2000
==> Test
Train Loss 0.27379730343818665	 Train Accuracy (%): 90.04000091552734 	 Test Accuracy (%): 44.470001220703125	 gHg: 64.74566650390625	 smoothness 12.774480819702148	 sharpness 34.51981735229492
==> Epoch 1163/2000
==> Test
Train Loss 0.26952341198921204	 Train Accuracy (%): 90.19999694824219 	 Test Accuracy (%): 44.7400016784668	 gHg: 55.78567123413086	 smoothness 11.551663398742676	 sharpness 32.611854553222656
==> Epoch 1164/2000
==> Test
Train Loss 0.26457130908966064	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 44.130001068115234	 gHg: 54.737831115722656	 smoothness 12.386507034301758	 sharpness 32.90869140625
==> Epoch 1165/2000
==> Test
Train Loss 0.25836294889450073	 Train Accuracy (%): 90.81999969482422 	 Test Accuracy (%): 43.65999984741211	 gHg: 66.87760162353516	 smoothness 11.871010780334473	 sharpness 34.32999801635742
==> Epoch 1166/2000
==> Test
Train Loss 0.2525947391986847	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 44.2599983215332	 gHg: 43.19862365722656	 smoothness 12.296443939208984	 sharpness 32.947364807128906
==> Epoch 1167/2000
==> Test
Train Loss 0.26319921016693115	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.619998931884766	 gHg: 27.85415267944336	 smoothness 8.892587661743164	 sharpness 39.42637252807617
==> Epoch 1168/2000
==> Test
Train Loss 0.27259689569473267	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.310001373291016	 gHg: 50.38977813720703	 smoothness 11.440765380859375	 sharpness 35.88522720336914
==> Epoch 1169/2000
==> Test
Train Loss 0.2599654793739319	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 44.470001220703125	 gHg: 27.435224533081055	 smoothness 11.981647491455078	 sharpness 33.55852127075195
==> Epoch 1170/2000
==> Test
Train Loss 0.2566013038158417	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 44.56999969482422	 gHg: 15.451459884643555	 smoothness 8.049358367919922	 sharpness 31.17108917236328
==> Epoch 1171/2000
==> Test
Train Loss 0.24264974892139435	 Train Accuracy (%): 91.33999633789062 	 Test Accuracy (%): 43.90999984741211	 gHg: 25.332387924194336	 smoothness 8.741002082824707	 sharpness 29.602733612060547
==> Epoch 1172/2000
==> Test
Train Loss 0.2485015094280243	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 43.720001220703125	 gHg: 31.865646362304688	 smoothness 12.860637664794922	 sharpness 32.24822998046875
==> Epoch 1173/2000
==> Test
Train Loss 0.25316503643989563	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 44.31999969482422	 gHg: 24.481748580932617	 smoothness 9.938764572143555	 sharpness 30.770954132080078
==> Epoch 1174/2000
==> Test
Train Loss 0.23761935532093048	 Train Accuracy (%): 91.77999877929688 	 Test Accuracy (%): 43.9900016784668	 gHg: 22.93767547607422	 smoothness 9.981860160827637	 sharpness 31.73447036743164
==> Epoch 1175/2000
==> Test
Train Loss 0.24643319845199585	 Train Accuracy (%): 91.36000061035156 	 Test Accuracy (%): 44.58000183105469	 gHg: 28.847633361816406	 smoothness 11.293780326843262	 sharpness 31.73929786682129
==> Epoch 1176/2000
==> Test
Train Loss 0.2268969714641571	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 45.209999084472656	 gHg: 15.660964965820312	 smoothness 9.869077682495117	 sharpness 29.089773178100586
==> Epoch 1177/2000
==> Test
Train Loss 0.23790979385375977	 Train Accuracy (%): 91.94000244140625 	 Test Accuracy (%): 44.43000030517578	 gHg: 34.44454574584961	 smoothness 8.176623344421387	 sharpness 32.483070373535156
==> Epoch 1178/2000
==> Test
Train Loss 0.273422509431839	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 44.79999923706055	 gHg: 52.75791931152344	 smoothness 13.996353149414062	 sharpness 35.55781173706055
==> Epoch 1179/2000
==> Test
Train Loss 0.2555489242076874	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 44.970001220703125	 gHg: 25.307979583740234	 smoothness 10.779382705688477	 sharpness 30.066299438476562
==> Epoch 1180/2000
==> Test
Train Loss 0.2599116861820221	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 43.4900016784668	 gHg: 50.895057678222656	 smoothness 8.754712104797363	 sharpness 32.160194396972656
==> Epoch 1181/2000
==> Test
Train Loss 0.279262512922287	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 44.220001220703125	 gHg: 83.62535858154297	 smoothness 15.153864860534668	 sharpness 33.27749252319336
==> Epoch 1182/2000
==> Test
Train Loss 0.25004881620407104	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 44.540000915527344	 gHg: 43.90185546875	 smoothness 12.162323951721191	 sharpness 34.198089599609375
==> Epoch 1183/2000
==> Test
Train Loss 0.2662046551704407	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 44.15999984741211	 gHg: 69.09972381591797	 smoothness 10.61019229888916	 sharpness 34.695716857910156
==> Epoch 1184/2000
==> Test
Train Loss 0.27355554699897766	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 44.45000076293945	 gHg: 70.66877746582031	 smoothness 13.294458389282227	 sharpness 34.34586715698242
==> Epoch 1185/2000
==> Test
Train Loss 0.27412834763526917	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 45.68000030517578	 gHg: 79.33340454101562	 smoothness 12.76269245147705	 sharpness 41.844120025634766
==> Epoch 1186/2000
==> Test
Train Loss 0.2636792063713074	 Train Accuracy (%): 91.0199966430664 	 Test Accuracy (%): 44.880001068115234	 gHg: 68.41871643066406	 smoothness 11.619789123535156	 sharpness 33.38410568237305
==> Epoch 1187/2000
==> Test
Train Loss 0.2697038948535919	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 45.63999938964844	 gHg: 82.53494262695312	 smoothness 12.596193313598633	 sharpness 35.371334075927734
==> Epoch 1188/2000
==> Test
Train Loss 0.281044602394104	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 45.41999816894531	 gHg: 59.395015716552734	 smoothness 12.057793617248535	 sharpness 35.41853332519531
==> Epoch 1189/2000
==> Test
Train Loss 0.29124927520751953	 Train Accuracy (%): 90.12000274658203 	 Test Accuracy (%): 44.380001068115234	 gHg: 70.51464080810547	 smoothness 10.273490905761719	 sharpness 33.969295501708984
==> Epoch 1190/2000
==> Test
Train Loss 0.28215131163597107	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 44.709999084472656	 gHg: 86.16188049316406	 smoothness 12.866381645202637	 sharpness 36.62064743041992
==> Epoch 1191/2000
==> Test
Train Loss 0.27304431796073914	 Train Accuracy (%): 90.04000091552734 	 Test Accuracy (%): 44.90999984741211	 gHg: 59.533164978027344	 smoothness 11.631206512451172	 sharpness 31.683870315551758
==> Epoch 1192/2000
==> Test
Train Loss 0.2670334279537201	 Train Accuracy (%): 90.63999938964844 	 Test Accuracy (%): 44.18000030517578	 gHg: 45.816707611083984	 smoothness 8.951430320739746	 sharpness 33.26722717285156
==> Epoch 1193/2000
==> Test
Train Loss 0.29359984397888184	 Train Accuracy (%): 89.4800033569336 	 Test Accuracy (%): 44.63999938964844	 gHg: 104.74449157714844	 smoothness 12.786314010620117	 sharpness 35.712772369384766
==> Epoch 1194/2000
==> Test
Train Loss 0.2631285786628723	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 44.88999938964844	 gHg: 56.59471893310547	 smoothness 12.287775993347168	 sharpness 31.693880081176758
==> Epoch 1195/2000
==> Test
Train Loss 0.2670421004295349	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 44.099998474121094	 gHg: 32.543174743652344	 smoothness 8.894657135009766	 sharpness 30.31170082092285
==> Epoch 1196/2000
==> Test
Train Loss 0.2589322626590729	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 44.369998931884766	 gHg: 50.23229217529297	 smoothness 11.45517635345459	 sharpness 34.02438735961914
==> Epoch 1197/2000
==> Test
Train Loss 0.25238490104675293	 Train Accuracy (%): 91.16000366210938 	 Test Accuracy (%): 44.58000183105469	 gHg: 24.880096435546875	 smoothness 7.518945217132568	 sharpness 32.20124816894531
==> Epoch 1198/2000
==> Test
Train Loss 0.29251235723495483	 Train Accuracy (%): 89.5999984741211 	 Test Accuracy (%): 44.900001525878906	 gHg: 80.17452239990234	 smoothness 14.071614265441895	 sharpness 33.08056640625
==> Epoch 1199/2000
==> Test
Train Loss 0.24529723823070526	 Train Accuracy (%): 91.12000274658203 	 Test Accuracy (%): 44.58000183105469	 gHg: 21.296512603759766	 smoothness 10.512863159179688	 sharpness 29.363567352294922
==> Epoch 1200/2000
==> Test
Train Loss 0.27008160948753357	 Train Accuracy (%): 90.36000061035156 	 Test Accuracy (%): 45.560001373291016	 gHg: 50.486412048339844	 smoothness 7.463459491729736	 sharpness 31.756465911865234
==> Epoch 1201/2000
==> Test
Train Loss 0.25820067524909973	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 44.650001525878906	 gHg: 46.82746124267578	 smoothness 11.857507705688477	 sharpness 33.57909393310547
==> Epoch 1202/2000
==> Test
Train Loss 0.29248446226119995	 Train Accuracy (%): 89.33999633789062 	 Test Accuracy (%): 44.439998626708984	 gHg: 75.46096801757812	 smoothness 9.46755313873291	 sharpness 38.27216720581055
==> Epoch 1203/2000
==> Test
Train Loss 0.2804702818393707	 Train Accuracy (%): 90.05999755859375 	 Test Accuracy (%): 44.810001373291016	 gHg: 54.30258560180664	 smoothness 13.659014701843262	 sharpness 29.655858993530273
==> Epoch 1204/2000
==> Test
Train Loss 0.26859235763549805	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 44.06999969482422	 gHg: 35.619747161865234	 smoothness 8.074150085449219	 sharpness 30.87006378173828
==> Epoch 1205/2000
==> Test
Train Loss 0.2538251578807831	 Train Accuracy (%): 90.91999816894531 	 Test Accuracy (%): 44.59000015258789	 gHg: 39.413429260253906	 smoothness 12.215239524841309	 sharpness 30.22562026977539
==> Epoch 1206/2000
==> Test
Train Loss 0.26383185386657715	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 45.65999984741211	 gHg: 30.29058837890625	 smoothness 7.159290790557861	 sharpness 32.596160888671875
==> Epoch 1207/2000
==> Test
Train Loss 0.2975843846797943	 Train Accuracy (%): 89.30000305175781 	 Test Accuracy (%): 45.0099983215332	 gHg: 53.70262908935547	 smoothness 13.000748634338379	 sharpness 31.858776092529297
==> Epoch 1208/2000
==> Test
Train Loss 0.2521480619907379	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 44.43000030517578	 gHg: 28.330232620239258	 smoothness 9.977339744567871	 sharpness 37.115779876708984
==> Epoch 1209/2000
==> Test
Train Loss 0.26889321208000183	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.650001525878906	 gHg: 41.981101989746094	 smoothness 8.6143159866333	 sharpness 30.678674697875977
==> Epoch 1210/2000
==> Test
Train Loss 0.2499537169933319	 Train Accuracy (%): 91.19999694824219 	 Test Accuracy (%): 44.720001220703125	 gHg: 44.79832458496094	 smoothness 11.705686569213867	 sharpness 31.427579879760742
==> Epoch 1211/2000
==> Test
Train Loss 0.2518385350704193	 Train Accuracy (%): 91.26000213623047 	 Test Accuracy (%): 44.560001373291016	 gHg: 29.610599517822266	 smoothness 10.877928733825684	 sharpness 33.203941345214844
==> Epoch 1212/2000
==> Test
Train Loss 0.25455600023269653	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 44.88999938964844	 gHg: 42.729339599609375	 smoothness 7.7908220291137695	 sharpness 37.496028900146484
==> Epoch 1213/2000
==> Test
Train Loss 0.26658982038497925	 Train Accuracy (%): 90.5 	 Test Accuracy (%): 45.130001068115234	 gHg: 39.44639587402344	 smoothness 12.650263786315918	 sharpness 30.950288772583008
==> Epoch 1214/2000
==> Test
Train Loss 0.2692853510379791	 Train Accuracy (%): 90.22000122070312 	 Test Accuracy (%): 43.93000030517578	 gHg: 24.552749633789062	 smoothness 7.792710304260254	 sharpness 30.74782371520996
==> Epoch 1215/2000
==> Test
Train Loss 0.2653326094150543	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.630001068115234	 gHg: 67.71885681152344	 smoothness 10.424614906311035	 sharpness 43.82677459716797
==> Epoch 1216/2000
==> Test
Train Loss 0.2634830176830292	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.689998626708984	 gHg: 43.228736877441406	 smoothness 12.35687255859375	 sharpness 31.042301177978516
==> Epoch 1217/2000
==> Test
Train Loss 0.27702704071998596	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 43.97999954223633	 gHg: 46.827186584472656	 smoothness 9.242341041564941	 sharpness 34.77188491821289
==> Epoch 1218/2000
==> Test
Train Loss 0.2488681674003601	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 44.790000915527344	 gHg: 60.32606506347656	 smoothness 11.408333778381348	 sharpness 38.36004638671875
==> Epoch 1219/2000
==> Test
Train Loss 0.2938849627971649	 Train Accuracy (%): 89.36000061035156 	 Test Accuracy (%): 45.040000915527344	 gHg: 56.943077087402344	 smoothness 11.99247932434082	 sharpness 30.66786003112793
==> Epoch 1220/2000
==> Test
Train Loss 0.2682569921016693	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 43.97999954223633	 gHg: 51.466102600097656	 smoothness 10.827594757080078	 sharpness 30.04100227355957
==> Epoch 1221/2000
==> Test
Train Loss 0.2647431790828705	 Train Accuracy (%): 89.80000305175781 	 Test Accuracy (%): 44.880001068115234	 gHg: 141.91822814941406	 smoothness 12.072749137878418	 sharpness 44.6274528503418
==> Epoch 1222/2000
==> Test
Train Loss 0.30582359433174133	 Train Accuracy (%): 89.0999984741211 	 Test Accuracy (%): 44.61000061035156	 gHg: 139.2454376220703	 smoothness 15.377079010009766	 sharpness 38.11392593383789
==> Epoch 1223/2000
==> Test
Train Loss 0.2712496221065521	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 43.779998779296875	 gHg: 48.099449157714844	 smoothness 11.251971244812012	 sharpness 29.419437408447266
==> Epoch 1224/2000
==> Test
Train Loss 0.3319271504878998	 Train Accuracy (%): 88.0 	 Test Accuracy (%): 43.9900016784668	 gHg: 308.19049072265625	 smoothness 9.691644668579102	 sharpness 47.17976379394531
==> Epoch 1225/2000
==> Test
Train Loss 0.3695255517959595	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 44.5099983215332	 gHg: 203.76840209960938	 smoothness 17.13538360595703	 sharpness 36.67374038696289
==> Epoch 1226/2000
==> Test
Train Loss 0.27783530950546265	 Train Accuracy (%): 90.08000183105469 	 Test Accuracy (%): 43.41999816894531	 gHg: 56.29515838623047	 smoothness 9.586716651916504	 sharpness 30.101795196533203
==> Epoch 1227/2000
==> Test
Train Loss 0.41051214933395386	 Train Accuracy (%): 84.80000305175781 	 Test Accuracy (%): 44.68000030517578	 gHg: 561.927490234375	 smoothness 13.87281322479248	 sharpness 50.23316955566406
==> Epoch 1228/2000
==> Test
Train Loss 0.4811263680458069	 Train Accuracy (%): 85.22000122070312 	 Test Accuracy (%): 43.33000183105469	 gHg: 368.3210144042969	 smoothness 16.58910369873047	 sharpness 41.829288482666016
==> Epoch 1229/2000
==> Test
Train Loss 0.45026278495788574	 Train Accuracy (%): 85.27999877929688 	 Test Accuracy (%): 43.150001525878906	 gHg: 305.1307373046875	 smoothness 11.770977020263672	 sharpness 39.72916030883789
==> Epoch 1230/2000
==> Test
Train Loss 0.47913187742233276	 Train Accuracy (%): 84.0999984741211 	 Test Accuracy (%): 43.189998626708984	 gHg: 750.4405517578125	 smoothness 13.627388000488281	 sharpness 52.55830764770508
==> Epoch 1231/2000
==> Test
Train Loss 0.595840573310852	 Train Accuracy (%): 81.36000061035156 	 Test Accuracy (%): 42.439998626708984	 gHg: 1114.789306640625	 smoothness 14.400419235229492	 sharpness 58.35298538208008
==> Epoch 1232/2000
==> Test
Train Loss 0.754952609539032	 Train Accuracy (%): 78.94000244140625 	 Test Accuracy (%): 42.9900016784668	 gHg: 455.4821472167969	 smoothness 14.563339233398438	 sharpness 40.800079345703125
==> Epoch 1233/2000
==> Test
Train Loss 0.6148648858070374	 Train Accuracy (%): 81.69999694824219 	 Test Accuracy (%): 43.84000015258789	 gHg: 376.1536865234375	 smoothness 10.134846687316895	 sharpness 41.067481994628906
==> Epoch 1234/2000
==> Test
Train Loss 0.5576230883598328	 Train Accuracy (%): 81.87999725341797 	 Test Accuracy (%): 43.349998474121094	 gHg: 410.10986328125	 smoothness 13.150056838989258	 sharpness 36.972877502441406
==> Epoch 1235/2000
==> Test
Train Loss 0.47686895728111267	 Train Accuracy (%): 84.68000030517578 	 Test Accuracy (%): 41.90999984741211	 gHg: 69.21747589111328	 smoothness 9.538684844970703	 sharpness 28.98784065246582
==> Epoch 1236/2000
==> Test
Train Loss 0.5441778302192688	 Train Accuracy (%): 81.69999694824219 	 Test Accuracy (%): 43.290000915527344	 gHg: 139.36692810058594	 smoothness 6.599747180938721	 sharpness 27.62907600402832
==> Epoch 1237/2000
==> Test
Train Loss 0.5014775991439819	 Train Accuracy (%): 83.0 	 Test Accuracy (%): 43.88999938964844	 gHg: 136.19601440429688	 smoothness 10.772364616394043	 sharpness 34.77812576293945
==> Epoch 1238/2000
==> Test
Train Loss 0.4622710347175598	 Train Accuracy (%): 83.72000122070312 	 Test Accuracy (%): 43.369998931884766	 gHg: 96.50926208496094	 smoothness 9.019368171691895	 sharpness 28.17913055419922
==> Epoch 1239/2000
==> Test
Train Loss 0.43457090854644775	 Train Accuracy (%): 84.86000061035156 	 Test Accuracy (%): 43.63999938964844	 gHg: 63.69902420043945	 smoothness 8.787248611450195	 sharpness 26.94686508178711
==> Epoch 1240/2000
==> Test
Train Loss 0.4680405855178833	 Train Accuracy (%): 83.36000061035156 	 Test Accuracy (%): 43.869998931884766	 gHg: 75.38876342773438	 smoothness 7.843699932098389	 sharpness 27.393203735351562
==> Epoch 1241/2000
==> Test
Train Loss 0.4168708026409149	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 43.59000015258789	 gHg: 44.56473159790039	 smoothness 8.987890243530273	 sharpness 26.47923469543457
==> Epoch 1242/2000
==> Test
Train Loss 0.41966718435287476	 Train Accuracy (%): 85.16000366210938 	 Test Accuracy (%): 43.75	 gHg: 63.160675048828125	 smoothness 6.678950786590576	 sharpness 25.902624130249023
==> Epoch 1243/2000
==> Test
Train Loss 0.412776380777359	 Train Accuracy (%): 85.66000366210938 	 Test Accuracy (%): 44.119998931884766	 gHg: 41.82293701171875	 smoothness 8.744486808776855	 sharpness 25.5533447265625
==> Epoch 1244/2000
==> Test
Train Loss 0.40082433819770813	 Train Accuracy (%): 85.91999816894531 	 Test Accuracy (%): 43.18000030517578	 gHg: 53.98430252075195	 smoothness 7.9414801597595215	 sharpness 26.905675888061523
==> Epoch 1245/2000
==> Test
Train Loss 0.4070519506931305	 Train Accuracy (%): 85.45999908447266 	 Test Accuracy (%): 43.45000076293945	 gHg: 48.3572883605957	 smoothness 8.792106628417969	 sharpness 29.695152282714844
==> Epoch 1246/2000
==> Test
Train Loss 0.4034850597381592	 Train Accuracy (%): 85.4800033569336 	 Test Accuracy (%): 43.93000030517578	 gHg: 58.95374298095703	 smoothness 8.290578842163086	 sharpness 25.88271141052246
==> Epoch 1247/2000
==> Test
Train Loss 0.35133519768714905	 Train Accuracy (%): 87.73999786376953 	 Test Accuracy (%): 44.08000183105469	 gHg: 27.80265235900879	 smoothness 9.351923942565918	 sharpness 26.033950805664062
==> Epoch 1248/2000
==> Test
Train Loss 0.3696441650390625	 Train Accuracy (%): 86.95999908447266 	 Test Accuracy (%): 44.56999969482422	 gHg: 34.910404205322266	 smoothness 6.952752113342285	 sharpness 26.60630989074707
==> Epoch 1249/2000
==> Test
Train Loss 0.3801638185977936	 Train Accuracy (%): 87.12000274658203 	 Test Accuracy (%): 44.54999923706055	 gHg: 42.64065170288086	 smoothness 9.565815925598145	 sharpness 28.554658889770508
==> Epoch 1250/2000
==> Test
Train Loss 0.3379090428352356	 Train Accuracy (%): 88.13999938964844 	 Test Accuracy (%): 44.58000183105469	 gHg: 27.827678680419922	 smoothness 9.109648704528809	 sharpness 26.333066940307617
==> Epoch 1251/2000
==> Test
Train Loss 0.3315165340900421	 Train Accuracy (%): 88.37999725341797 	 Test Accuracy (%): 43.77000045776367	 gHg: 21.85801124572754	 smoothness 7.2587151527404785	 sharpness 27.125761032104492
==> Epoch 1252/2000
==> Test
Train Loss 0.3434421420097351	 Train Accuracy (%): 87.41999816894531 	 Test Accuracy (%): 43.95000076293945	 gHg: 42.65113067626953	 smoothness 9.990997314453125	 sharpness 30.82769775390625
==> Epoch 1253/2000
==> Test
Train Loss 0.32362252473831177	 Train Accuracy (%): 88.4000015258789 	 Test Accuracy (%): 44.5	 gHg: 20.664875030517578	 smoothness 9.316364288330078	 sharpness 26.255319595336914
==> Epoch 1254/2000
==> Test
Train Loss 0.3085934817790985	 Train Accuracy (%): 89.08000183105469 	 Test Accuracy (%): 44.65999984741211	 gHg: 23.612751007080078	 smoothness 8.424489974975586	 sharpness 25.32672882080078
==> Epoch 1255/2000
==> Test
Train Loss 0.30907928943634033	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 45.119998931884766	 gHg: 18.170753479003906	 smoothness 8.803016662597656	 sharpness 26.796253204345703
==> Epoch 1256/2000
==> Test
Train Loss 0.2940066158771515	 Train Accuracy (%): 89.4800033569336 	 Test Accuracy (%): 45.279998779296875	 gHg: 18.499584197998047	 smoothness 8.387170791625977	 sharpness 25.82744598388672
==> Epoch 1257/2000
==> Test
Train Loss 0.2891927659511566	 Train Accuracy (%): 89.76000213623047 	 Test Accuracy (%): 45.529998779296875	 gHg: 15.946481704711914	 smoothness 7.231176853179932	 sharpness 25.659420013427734
==> Epoch 1258/2000
==> Test
Train Loss 0.27018842101097107	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 44.720001220703125	 gHg: 29.378231048583984	 smoothness 9.761591911315918	 sharpness 29.349136352539062
==> Epoch 1259/2000
==> Test
Train Loss 0.28438565135002136	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 45.16999816894531	 gHg: 26.829214096069336	 smoothness 10.366205215454102	 sharpness 27.250028610229492
==> Epoch 1260/2000
==> Test
Train Loss 0.2642216086387634	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 45.970001220703125	 gHg: 12.972189903259277	 smoothness 8.907161712646484	 sharpness 26.008485794067383
==> Epoch 1261/2000
==> Test
Train Loss 0.2628509998321533	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 45.18000030517578	 gHg: 22.028579711914062	 smoothness 7.289569854736328	 sharpness 26.55885124206543
==> Epoch 1262/2000
==> Test
Train Loss 0.28082576394081116	 Train Accuracy (%): 90.0999984741211 	 Test Accuracy (%): 44.810001373291016	 gHg: 19.921485900878906	 smoothness 10.2644681930542	 sharpness 27.638513565063477
==> Epoch 1263/2000
==> Test
Train Loss 0.2767743766307831	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 45.06999969482422	 gHg: 24.72171974182129	 smoothness 7.827775001525879	 sharpness 28.2762451171875
==> Epoch 1264/2000
==> Test
Train Loss 0.26706454157829285	 Train Accuracy (%): 90.5 	 Test Accuracy (%): 44.88999938964844	 gHg: 28.749317169189453	 smoothness 10.669502258300781	 sharpness 31.770389556884766
==> Epoch 1265/2000
==> Test
Train Loss 0.25898507237434387	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 45.0099983215332	 gHg: 11.639717102050781	 smoothness 9.497486114501953	 sharpness 27.148372650146484
==> Epoch 1266/2000
==> Test
Train Loss 0.25292447209358215	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 45.11000061035156	 gHg: 18.715526580810547	 smoothness 7.799017429351807	 sharpness 30.88534927368164
==> Epoch 1267/2000
==> Test
Train Loss 0.25167137384414673	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 45.36000061035156	 gHg: 8.687511444091797	 smoothness 8.540599822998047	 sharpness 25.91444969177246
==> Epoch 1268/2000
==> Test
Train Loss 0.26849955320358276	 Train Accuracy (%): 90.63999938964844 	 Test Accuracy (%): 44.25	 gHg: 31.255905151367188	 smoothness 6.534797668457031	 sharpness 27.002483367919922
==> Epoch 1269/2000
==> Test
Train Loss 0.2668960690498352	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 44.63999938964844	 gHg: 47.89870834350586	 smoothness 13.150964736938477	 sharpness 33.693477630615234
==> Epoch 1270/2000
==> Test
Train Loss 0.2449362576007843	 Train Accuracy (%): 91.4800033569336 	 Test Accuracy (%): 44.93000030517578	 gHg: 10.629858016967773	 smoothness 8.29234504699707	 sharpness 24.52410125732422
==> Epoch 1271/2000
==> Test
Train Loss 0.24848292768001556	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 44.599998474121094	 gHg: 29.180355072021484	 smoothness 10.590251922607422	 sharpness 28.745939254760742
==> Epoch 1272/2000
==> Test
Train Loss 0.2612294852733612	 Train Accuracy (%): 90.81999969482422 	 Test Accuracy (%): 44.41999816894531	 gHg: 19.788532257080078	 smoothness 8.29697036743164	 sharpness 28.011024475097656
==> Epoch 1273/2000
==> Test
Train Loss 0.2687680721282959	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 45.29999923706055	 gHg: 51.35700225830078	 smoothness 11.156259536743164	 sharpness 30.290456771850586
==> Epoch 1274/2000
==> Test
Train Loss 0.2515605092048645	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 44.38999938964844	 gHg: 20.73938751220703	 smoothness 9.71680736541748	 sharpness 28.50708770751953
==> Epoch 1275/2000
==> Test
Train Loss 0.2506107985973358	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 44.40999984741211	 gHg: 39.91266632080078	 smoothness 9.955342292785645	 sharpness 30.346885681152344
==> Epoch 1276/2000
==> Test
Train Loss 0.25582242012023926	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 44.369998931884766	 gHg: 17.43645477294922	 smoothness 10.522124290466309	 sharpness 26.36117935180664
==> Epoch 1277/2000
==> Test
Train Loss 0.2481679618358612	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 44.880001068115234	 gHg: 18.957569122314453	 smoothness 7.13165807723999	 sharpness 25.720922470092773
==> Epoch 1278/2000
==> Test
Train Loss 0.23541271686553955	 Train Accuracy (%): 91.16000366210938 	 Test Accuracy (%): 44.810001373291016	 gHg: 15.338327407836914	 smoothness 9.198644638061523	 sharpness 25.914186477661133
==> Epoch 1279/2000
==> Test
Train Loss 0.24713604152202606	 Train Accuracy (%): 90.9000015258789 	 Test Accuracy (%): 44.95000076293945	 gHg: 18.10028648376465	 smoothness 9.911423683166504	 sharpness 27.504154205322266
==> Epoch 1280/2000
==> Test
Train Loss 0.2424011528491974	 Train Accuracy (%): 91.69999694824219 	 Test Accuracy (%): 44.939998626708984	 gHg: 14.542997360229492	 smoothness 6.692906379699707	 sharpness 28.219114303588867
==> Epoch 1281/2000
==> Test
Train Loss 0.22679799795150757	 Train Accuracy (%): 91.72000122070312 	 Test Accuracy (%): 44.83000183105469	 gHg: 24.52664566040039	 smoothness 10.580045700073242	 sharpness 28.174129486083984
==> Epoch 1282/2000
==> Test
Train Loss 0.22851108014583588	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 44.90999984741211	 gHg: 15.276727676391602	 smoothness 9.153507232666016	 sharpness 28.69031524658203
==> Epoch 1283/2000
==> Test
Train Loss 0.2543492913246155	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 45.060001373291016	 gHg: 24.168357849121094	 smoothness 8.67790699005127	 sharpness 30.060495376586914
==> Epoch 1284/2000
==> Test
Train Loss 0.24571044743061066	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 44.84000015258789	 gHg: 24.639978408813477	 smoothness 9.250844955444336	 sharpness 28.202482223510742
==> Epoch 1285/2000
==> Test
Train Loss 0.25304627418518066	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 45.18000030517578	 gHg: 30.375368118286133	 smoothness 10.835116386413574	 sharpness 27.434171676635742
==> Epoch 1286/2000
==> Test
Train Loss 0.22840839624404907	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 45.040000915527344	 gHg: 20.547882080078125	 smoothness 9.716673851013184	 sharpness 28.65650749206543
==> Epoch 1287/2000
==> Test
Train Loss 0.23031997680664062	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 45.16999816894531	 gHg: 26.38370132446289	 smoothness 8.935436248779297	 sharpness 26.241365432739258
==> Epoch 1288/2000
==> Test
Train Loss 0.2633265256881714	 Train Accuracy (%): 90.26000213623047 	 Test Accuracy (%): 45.38999938964844	 gHg: 29.346773147583008	 smoothness 10.629444122314453	 sharpness 30.106971740722656
==> Epoch 1289/2000
==> Test
Train Loss 0.23704402148723602	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 45.099998474121094	 gHg: 13.258977890014648	 smoothness 9.306873321533203	 sharpness 29.240886688232422
==> Epoch 1290/2000
==> Test
Train Loss 0.2274312973022461	 Train Accuracy (%): 92.23999786376953 	 Test Accuracy (%): 45.47999954223633	 gHg: 23.296966552734375	 smoothness 7.998040676116943	 sharpness 26.936059951782227
==> Epoch 1291/2000
==> Test
Train Loss 0.21733149886131287	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 45.31999969482422	 gHg: 17.566410064697266	 smoothness 10.485989570617676	 sharpness 27.46434783935547
==> Epoch 1292/2000
==> Test
Train Loss 0.21666088700294495	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 44.95000076293945	 gHg: 14.345693588256836	 smoothness 9.149947166442871	 sharpness 27.065906524658203
==> Epoch 1293/2000
==> Test
Train Loss 0.2116662859916687	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 45.33000183105469	 gHg: 16.315467834472656	 smoothness 8.29752254486084	 sharpness 27.611108779907227
==> Epoch 1294/2000
==> Test
Train Loss 0.23278555274009705	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 45.5099983215332	 gHg: 27.694704055786133	 smoothness 10.7902250289917	 sharpness 28.283754348754883
==> Epoch 1295/2000
==> Test
Train Loss 0.21197277307510376	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 45.20000076293945	 gHg: 11.43234920501709	 smoothness 10.444021224975586	 sharpness 26.28887176513672
==> Epoch 1296/2000
==> Test
Train Loss 0.21236799657344818	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 44.86000061035156	 gHg: 12.950679779052734	 smoothness 7.63468599319458	 sharpness 26.97770118713379
==> Epoch 1297/2000
==> Test
Train Loss 0.19384212791919708	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 44.939998626708984	 gHg: 11.49650764465332	 smoothness 9.11207389831543	 sharpness 27.731252670288086
==> Epoch 1298/2000
==> Test
Train Loss 0.2148120105266571	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 45.2599983215332	 gHg: 19.34807586669922	 smoothness 8.643117904663086	 sharpness 29.358449935913086
==> Epoch 1299/2000
==> Test
Train Loss 0.21295510232448578	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 44.880001068115234	 gHg: 10.950170516967773	 smoothness 9.49785041809082	 sharpness 26.248821258544922
==> Epoch 1300/2000
==> Test
Train Loss 0.2440551072359085	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 44.81999969482422	 gHg: 32.50127029418945	 smoothness 9.164900779724121	 sharpness 32.25834655761719
==> Epoch 1301/2000
==> Test
Train Loss 0.2047039121389389	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 45.13999938964844	 gHg: 16.54403305053711	 smoothness 10.848045349121094	 sharpness 28.99324607849121
==> Epoch 1302/2000
==> Test
Train Loss 0.2505093514919281	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 44.5099983215332	 gHg: 38.401817321777344	 smoothness 8.537450790405273	 sharpness 29.93818473815918
==> Epoch 1303/2000
==> Test
Train Loss 0.22214612364768982	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 44.63999938964844	 gHg: 23.103229522705078	 smoothness 12.74567985534668	 sharpness 27.352022171020508
==> Epoch 1304/2000
==> Test
Train Loss 0.2326672375202179	 Train Accuracy (%): 91.72000122070312 	 Test Accuracy (%): 44.959999084472656	 gHg: 31.820188522338867	 smoothness 6.667439937591553	 sharpness 30.234487533569336
==> Epoch 1305/2000
==> Test
Train Loss 0.2168281525373459	 Train Accuracy (%): 92.13999938964844 	 Test Accuracy (%): 44.86000061035156	 gHg: 38.334224700927734	 smoothness 12.801032066345215	 sharpness 34.624454498291016
==> Epoch 1306/2000
==> Test
Train Loss 0.20833967626094818	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 44.939998626708984	 gHg: 26.181415557861328	 smoothness 10.823185920715332	 sharpness 34.10618591308594
==> Epoch 1307/2000
==> Test
Train Loss 0.22769838571548462	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 44.709999084472656	 gHg: 11.92732048034668	 smoothness 9.220071792602539	 sharpness 26.84145736694336
==> Epoch 1308/2000
==> Test
Train Loss 0.2189880609512329	 Train Accuracy (%): 92.23999786376953 	 Test Accuracy (%): 45.11000061035156	 gHg: 21.000770568847656	 smoothness 7.584706783294678	 sharpness 28.149505615234375
==> Epoch 1309/2000
==> Test
Train Loss 0.21670299768447876	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 44.79999923706055	 gHg: 12.771100997924805	 smoothness 11.543172836303711	 sharpness 27.73135757446289
==> Epoch 1310/2000
==> Test
Train Loss 0.22883754968643188	 Train Accuracy (%): 91.66000366210938 	 Test Accuracy (%): 44.400001525878906	 gHg: 16.0640869140625	 smoothness 5.977769374847412	 sharpness 29.816675186157227
==> Epoch 1311/2000
==> Test
Train Loss 0.22162117063999176	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 44.25	 gHg: 20.66298484802246	 smoothness 11.574695587158203	 sharpness 28.444427490234375
==> Epoch 1312/2000
==> Test
Train Loss 0.20481455326080322	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 44.5	 gHg: 13.945964813232422	 smoothness 8.151978492736816	 sharpness 28.064273834228516
==> Epoch 1313/2000
==> Test
Train Loss 0.2241622507572174	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 44.16999816894531	 gHg: 19.482995986938477	 smoothness 10.366931915283203	 sharpness 28.307403564453125
==> Epoch 1314/2000
==> Test
Train Loss 0.21601030230522156	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 44.650001525878906	 gHg: 19.460073471069336	 smoothness 9.08603572845459	 sharpness 31.27185821533203
==> Epoch 1315/2000
==> Test
Train Loss 0.21358083188533783	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 44.86000061035156	 gHg: 8.96516227722168	 smoothness 9.529064178466797	 sharpness 28.234418869018555
==> Epoch 1316/2000
==> Test
Train Loss 0.20787014067173004	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 45.09000015258789	 gHg: 21.17158317565918	 smoothness 7.0045342445373535	 sharpness 28.184301376342773
==> Epoch 1317/2000
==> Test
Train Loss 0.20717033743858337	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 44.900001525878906	 gHg: 13.935917854309082	 smoothness 10.921538352966309	 sharpness 27.575651168823242
==> Epoch 1318/2000
==> Test
Train Loss 0.21199828386306763	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 45.220001220703125	 gHg: 20.60904312133789	 smoothness 6.7642035484313965	 sharpness 31.86402702331543
==> Epoch 1319/2000
==> Test
Train Loss 0.21137897670269012	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 45.130001068115234	 gHg: 18.907445907592773	 smoothness 11.821625709533691	 sharpness 30.38507080078125
==> Epoch 1320/2000
==> Test
Train Loss 0.21708713471889496	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 44.88999938964844	 gHg: 18.13438606262207	 smoothness 7.273777961730957	 sharpness 27.221540451049805
==> Epoch 1321/2000
==> Test
Train Loss 0.2175566703081131	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 44.790000915527344	 gHg: 24.141395568847656	 smoothness 11.338582992553711	 sharpness 30.02434539794922
==> Epoch 1322/2000
==> Test
Train Loss 0.20694303512573242	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 45.060001373291016	 gHg: 30.42772674560547	 smoothness 8.708829879760742	 sharpness 30.891658782958984
==> Epoch 1323/2000
==> Test
Train Loss 0.2128814458847046	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 44.900001525878906	 gHg: 20.3922176361084	 smoothness 11.831907272338867	 sharpness 26.81504249572754
==> Epoch 1324/2000
==> Test
Train Loss 0.20972643792629242	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 44.880001068115234	 gHg: 14.670991897583008	 smoothness 6.898202896118164	 sharpness 27.085773468017578
==> Epoch 1325/2000
==> Test
Train Loss 0.2064269483089447	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 44.619998931884766	 gHg: 25.86138916015625	 smoothness 11.106393814086914	 sharpness 28.143421173095703
==> Epoch 1326/2000
==> Test
Train Loss 0.20574675500392914	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 45.189998626708984	 gHg: 20.991220474243164	 smoothness 9.795589447021484	 sharpness 31.85325050354004
==> Epoch 1327/2000
==> Test
Train Loss 0.20161780714988708	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 45.33000183105469	 gHg: 18.839210510253906	 smoothness 10.299529075622559	 sharpness 28.21861457824707
==> Epoch 1328/2000
==> Test
Train Loss 0.21484780311584473	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 45.029998779296875	 gHg: 9.780110359191895	 smoothness 8.654193878173828	 sharpness 27.075679779052734
==> Epoch 1329/2000
==> Test
Train Loss 0.2112123966217041	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 44.72999954223633	 gHg: 15.864068984985352	 smoothness 8.87866497039795	 sharpness 32.76835250854492
==> Epoch 1330/2000
==> Test
Train Loss 0.22049351036548615	 Train Accuracy (%): 91.5999984741211 	 Test Accuracy (%): 45.209999084472656	 gHg: 30.294143676757812	 smoothness 9.660382270812988	 sharpness 37.22834396362305
==> Epoch 1331/2000
==> Test
Train Loss 0.20929425954818726	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 45.31999969482422	 gHg: 16.048051834106445	 smoothness 9.900778770446777	 sharpness 29.2227725982666
==> Epoch 1332/2000
==> Test
Train Loss 0.21529914438724518	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 45.290000915527344	 gHg: 21.636810302734375	 smoothness 10.576955795288086	 sharpness 27.753252029418945
==> Epoch 1333/2000
==> Test
Train Loss 0.19841960072517395	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 45.22999954223633	 gHg: 7.939826011657715	 smoothness 8.51202392578125	 sharpness 28.310375213623047
==> Epoch 1334/2000
==> Test
Train Loss 0.2056427299976349	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 45.209999084472656	 gHg: 35.83613586425781	 smoothness 8.959993362426758	 sharpness 36.342166900634766
==> Epoch 1335/2000
==> Test
Train Loss 0.21439394354820251	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 45.130001068115234	 gHg: 18.270748138427734	 smoothness 12.19225025177002	 sharpness 29.647552490234375
==> Epoch 1336/2000
==> Test
Train Loss 0.19495633244514465	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 44.77000045776367	 gHg: 9.997756958007812	 smoothness 6.607420921325684	 sharpness 27.213985443115234
==> Epoch 1337/2000
==> Test
Train Loss 0.21670451760292053	 Train Accuracy (%): 91.9000015258789 	 Test Accuracy (%): 45.2400016784668	 gHg: 22.17945098876953	 smoothness 10.668913841247559	 sharpness 30.624143600463867
==> Epoch 1338/2000
==> Test
Train Loss 0.19835852086544037	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 45.34000015258789	 gHg: 13.244255065917969	 smoothness 9.777933120727539	 sharpness 27.091739654541016
==> Epoch 1339/2000
==> Test
Train Loss 0.19997189939022064	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 45.45000076293945	 gHg: 20.317790985107422	 smoothness 10.988186836242676	 sharpness 26.837465286254883
==> Epoch 1340/2000
==> Test
Train Loss 0.19599978625774384	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 45.58000183105469	 gHg: 11.372861862182617	 smoothness 9.886693954467773	 sharpness 26.02553939819336
==> Epoch 1341/2000
==> Test
Train Loss 0.20529502630233765	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 45.27000045776367	 gHg: 17.903186798095703	 smoothness 7.978387355804443	 sharpness 29.192411422729492
==> Epoch 1342/2000
==> Test
Train Loss 0.2175723910331726	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 44.560001373291016	 gHg: 21.558692932128906	 smoothness 9.300414085388184	 sharpness 29.18587303161621
==> Epoch 1343/2000
==> Test
Train Loss 0.20569321513175964	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 44.810001373291016	 gHg: 25.680721282958984	 smoothness 10.874550819396973	 sharpness 28.6961727142334
==> Epoch 1344/2000
==> Test
Train Loss 0.2096341997385025	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 44.63999938964844	 gHg: 26.01778221130371	 smoothness 10.590842247009277	 sharpness 29.858327865600586
==> Epoch 1345/2000
==> Test
Train Loss 0.20884248614311218	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 44.630001068115234	 gHg: 16.330537796020508	 smoothness 10.451254844665527	 sharpness 29.11240005493164
==> Epoch 1346/2000
==> Test
Train Loss 0.2066698968410492	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 45.189998626708984	 gHg: 25.90569496154785	 smoothness 6.648219108581543	 sharpness 32.362709045410156
==> Epoch 1347/2000
==> Test
Train Loss 0.20823374390602112	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 45.310001373291016	 gHg: 24.510658264160156	 smoothness 12.075508117675781	 sharpness 25.661664962768555
==> Epoch 1348/2000
==> Test
Train Loss 0.21325568854808807	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 44.77000045776367	 gHg: 26.403934478759766	 smoothness 8.642831802368164	 sharpness 26.969806671142578
==> Epoch 1349/2000
==> Test
Train Loss 0.2169032245874405	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 44.689998626708984	 gHg: 27.539928436279297	 smoothness 11.8140869140625	 sharpness 29.56483268737793
==> Epoch 1350/2000
==> Test
Train Loss 0.19801823794841766	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 44.59000015258789	 gHg: 10.142728805541992	 smoothness 8.176292419433594	 sharpness 27.189205169677734
==> Epoch 1351/2000
==> Test
Train Loss 0.19933225214481354	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 44.650001525878906	 gHg: 30.56995391845703	 smoothness 11.302413940429688	 sharpness 32.075111389160156
==> Epoch 1352/2000
==> Test
Train Loss 0.18587422370910645	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 44.81999969482422	 gHg: 9.647802352905273	 smoothness 9.368878364562988	 sharpness 29.746137619018555
==> Epoch 1353/2000
==> Test
Train Loss 0.21276110410690308	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 44.70000076293945	 gHg: 29.29694366455078	 smoothness 6.237320423126221	 sharpness 31.210954666137695
==> Epoch 1354/2000
==> Test
Train Loss 0.19904933869838715	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 45.36000061035156	 gHg: 41.699275970458984	 smoothness 12.244173049926758	 sharpness 35.469322204589844
==> Epoch 1355/2000
==> Test
Train Loss 0.21475031971931458	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 45.119998931884766	 gHg: 19.949840545654297	 smoothness 9.840896606445312	 sharpness 29.388195037841797
==> Epoch 1356/2000
==> Test
Train Loss 0.20961906015872955	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 45.34000015258789	 gHg: 40.187774658203125	 smoothness 7.990216255187988	 sharpness 36.87028121948242
==> Epoch 1357/2000
==> Test
Train Loss 0.2222280502319336	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 45.130001068115234	 gHg: 42.06269836425781	 smoothness 12.112274169921875	 sharpness 35.651817321777344
==> Epoch 1358/2000
==> Test
Train Loss 0.19089390337467194	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 44.77000045776367	 gHg: 21.056549072265625	 smoothness 9.123979568481445	 sharpness 30.038524627685547
==> Epoch 1359/2000
==> Test
Train Loss 0.21693244576454163	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 44.619998931884766	 gHg: 41.39807891845703	 smoothness 10.583050727844238	 sharpness 33.37916564941406
==> Epoch 1360/2000
==> Test
Train Loss 0.2054067701101303	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 45.290000915527344	 gHg: 32.91290283203125	 smoothness 10.503707885742188	 sharpness 37.29251480102539
==> Epoch 1361/2000
==> Test
Train Loss 0.2190447300672531	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 45.189998626708984	 gHg: 29.999835968017578	 smoothness 10.282254219055176	 sharpness 29.424510955810547
==> Epoch 1362/2000
==> Test
Train Loss 0.20119324326515198	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.779998779296875	 gHg: 16.852140426635742	 smoothness 9.957765579223633	 sharpness 30.285484313964844
==> Epoch 1363/2000
==> Test
Train Loss 0.21986931562423706	 Train Accuracy (%): 92.23999786376953 	 Test Accuracy (%): 44.90999984741211	 gHg: 32.45983123779297	 smoothness 7.448019981384277	 sharpness 30.17168617248535
==> Epoch 1364/2000
==> Test
Train Loss 0.21701520681381226	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 45.189998626708984	 gHg: 28.12818717956543	 smoothness 11.53906536102295	 sharpness 29.149234771728516
==> Epoch 1365/2000
==> Test
Train Loss 0.19788135588169098	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 45.29999923706055	 gHg: 18.897062301635742	 smoothness 8.60688304901123	 sharpness 29.592456817626953
==> Epoch 1366/2000
==> Test
Train Loss 0.22813113033771515	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 45.06999969482422	 gHg: 39.64120101928711	 smoothness 9.836771965026855	 sharpness 30.10465431213379
==> Epoch 1367/2000
==> Test
Train Loss 0.21086177229881287	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 44.709999084472656	 gHg: 34.142242431640625	 smoothness 11.470108985900879	 sharpness 30.48600959777832
==> Epoch 1368/2000
==> Test
Train Loss 0.22324155271053314	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 44.90999984741211	 gHg: 21.575916290283203	 smoothness 9.092004776000977	 sharpness 26.89859962463379
==> Epoch 1369/2000
==> Test
Train Loss 0.21766430139541626	 Train Accuracy (%): 92.08000183105469 	 Test Accuracy (%): 45.060001373291016	 gHg: 35.464839935302734	 smoothness 9.587940216064453	 sharpness 30.632749557495117
==> Epoch 1370/2000
==> Test
Train Loss 0.2004454880952835	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 45.099998474121094	 gHg: 15.864117622375488	 smoothness 9.858110427856445	 sharpness 30.86557960510254
==> Epoch 1371/2000
==> Test
Train Loss 0.21129445731639862	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 45.59000015258789	 gHg: 52.102943420410156	 smoothness 8.980467796325684	 sharpness 31.737651824951172
==> Epoch 1372/2000
==> Test
Train Loss 0.2166730761528015	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 45.2599983215332	 gHg: 31.101205825805664	 smoothness 13.019631385803223	 sharpness 29.89684295654297
==> Epoch 1373/2000
==> Test
Train Loss 0.21251289546489716	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 44.959999084472656	 gHg: 34.741668701171875	 smoothness 8.340571403503418	 sharpness 35.30575180053711
==> Epoch 1374/2000
==> Test
Train Loss 0.20743559300899506	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 44.970001220703125	 gHg: 26.272123336791992	 smoothness 11.951272010803223	 sharpness 29.651962280273438
==> Epoch 1375/2000
==> Test
Train Loss 0.2002597600221634	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.70000076293945	 gHg: 15.962532043457031	 smoothness 8.212742805480957	 sharpness 28.14495277404785
==> Epoch 1376/2000
==> Test
Train Loss 0.2219281792640686	 Train Accuracy (%): 92.41999816894531 	 Test Accuracy (%): 44.2400016784668	 gHg: 25.18292236328125	 smoothness 8.626436233520508	 sharpness 28.611562728881836
==> Epoch 1377/2000
==> Test
Train Loss 0.21895751357078552	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 44.720001220703125	 gHg: 29.77985191345215	 smoothness 10.810443878173828	 sharpness 32.26077651977539
==> Epoch 1378/2000
==> Test
Train Loss 0.20304898917675018	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 44.970001220703125	 gHg: 21.115236282348633	 smoothness 9.388883590698242	 sharpness 26.548717498779297
==> Epoch 1379/2000
==> Test
Train Loss 0.2157500982284546	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 45.20000076293945	 gHg: 31.569881439208984	 smoothness 10.200732231140137	 sharpness 29.911357879638672
==> Epoch 1380/2000
==> Test
Train Loss 0.20336532592773438	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 45.29999923706055	 gHg: 26.486820220947266	 smoothness 10.078784942626953	 sharpness 34.8511848449707
==> Epoch 1381/2000
==> Test
Train Loss 0.22139526903629303	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 44.93000030517578	 gHg: 36.357505798339844	 smoothness 10.254559516906738	 sharpness 27.846664428710938
==> Epoch 1382/2000
==> Test
Train Loss 0.20400676131248474	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 44.560001373291016	 gHg: 25.235239028930664	 smoothness 11.460810661315918	 sharpness 29.885189056396484
==> Epoch 1383/2000
==> Test
Train Loss 0.21725837886333466	 Train Accuracy (%): 92.41999816894531 	 Test Accuracy (%): 44.66999816894531	 gHg: 44.1293830871582	 smoothness 8.822766304016113	 sharpness 31.538618087768555
==> Epoch 1384/2000
==> Test
Train Loss 0.2046097218990326	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 44.84000015258789	 gHg: 33.390357971191406	 smoothness 13.228042602539062	 sharpness 30.549379348754883
==> Epoch 1385/2000
==> Test
Train Loss 0.2082976996898651	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 45.099998474121094	 gHg: 20.52428436279297	 smoothness 7.9099650382995605	 sharpness 34.48260498046875
==> Epoch 1386/2000
==> Test
Train Loss 0.22497844696044922	 Train Accuracy (%): 91.72000122070312 	 Test Accuracy (%): 44.779998779296875	 gHg: 35.80907440185547	 smoothness 11.623132705688477	 sharpness 31.527780532836914
==> Epoch 1387/2000
==> Test
Train Loss 0.18970243632793427	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 45.0	 gHg: 11.917384147644043	 smoothness 10.26140308380127	 sharpness 28.851261138916016
==> Epoch 1388/2000
==> Test
Train Loss 0.201822429895401	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 44.529998779296875	 gHg: 19.151716232299805	 smoothness 8.301898002624512	 sharpness 26.6811580657959
==> Epoch 1389/2000
==> Test
Train Loss 0.19416001439094543	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 44.61000061035156	 gHg: 18.452844619750977	 smoothness 9.209702491760254	 sharpness 28.055465698242188
==> Epoch 1390/2000
==> Test
Train Loss 0.20060916244983673	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 45.06999969482422	 gHg: 24.137025833129883	 smoothness 11.023263931274414	 sharpness 27.74784278869629
==> Epoch 1391/2000
==> Test
Train Loss 0.19934508204460144	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 44.650001525878906	 gHg: 10.034446716308594	 smoothness 8.295591354370117	 sharpness 26.048675537109375
==> Epoch 1392/2000
==> Test
Train Loss 0.2111624926328659	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 45.15999984741211	 gHg: 30.637813568115234	 smoothness 10.393710136413574	 sharpness 28.896316528320312
==> Epoch 1393/2000
==> Test
Train Loss 0.20754048228263855	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 44.880001068115234	 gHg: 21.108776092529297	 smoothness 9.404444694519043	 sharpness 28.62922477722168
==> Epoch 1394/2000
==> Test
Train Loss 0.2153848111629486	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 45.290000915527344	 gHg: 29.306049346923828	 smoothness 10.098577499389648	 sharpness 29.104164123535156
==> Epoch 1395/2000
==> Test
Train Loss 0.20029966533184052	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 45.16999816894531	 gHg: 34.06273651123047	 smoothness 10.734793663024902	 sharpness 34.705047607421875
==> Epoch 1396/2000
==> Test
Train Loss 0.2028619647026062	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 45.220001220703125	 gHg: 22.72235107421875	 smoothness 10.649569511413574	 sharpness 28.467529296875
==> Epoch 1397/2000
==> Test
Train Loss 0.1969701647758484	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 45.27000045776367	 gHg: 22.98554039001465	 smoothness 9.584959983825684	 sharpness 31.506248474121094
==> Epoch 1398/2000
==> Test
Train Loss 0.19754017889499664	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 45.31999969482422	 gHg: 12.465964317321777	 smoothness 10.11923599243164	 sharpness 27.96338653564453
==> Epoch 1399/2000
==> Test
Train Loss 0.19356952607631683	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 44.720001220703125	 gHg: 16.73198890686035	 smoothness 7.75299596786499	 sharpness 28.019973754882812
==> Epoch 1400/2000
==> Test
Train Loss 0.2155313789844513	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 45.06999969482422	 gHg: 33.61322021484375	 smoothness 11.48726749420166	 sharpness 35.85826110839844
==> Epoch 1401/2000
==> Test
Train Loss 0.19062146544456482	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 44.9900016784668	 gHg: 13.438766479492188	 smoothness 10.376696586608887	 sharpness 28.97064781188965
==> Epoch 1402/2000
==> Test
Train Loss 0.19639407098293304	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 44.900001525878906	 gHg: 12.417573928833008	 smoothness 8.356413841247559	 sharpness 28.29561424255371
==> Epoch 1403/2000
==> Test
Train Loss 0.19391459226608276	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 44.709999084472656	 gHg: 19.831573486328125	 smoothness 8.997297286987305	 sharpness 33.650569915771484
==> Epoch 1404/2000
==> Test
Train Loss 0.19869296252727509	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.849998474121094	 gHg: 14.802749633789062	 smoothness 9.169998168945312	 sharpness 30.69562339782715
==> Epoch 1405/2000
==> Test
Train Loss 0.19808164238929749	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 44.470001220703125	 gHg: 19.23879623413086	 smoothness 8.940102577209473	 sharpness 29.81670379638672
==> Epoch 1406/2000
==> Test
Train Loss 0.18810749053955078	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 44.54999923706055	 gHg: 17.878963470458984	 smoothness 11.691197395324707	 sharpness 29.865367889404297
==> Epoch 1407/2000
==> Test
Train Loss 0.20878449082374573	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 44.81999969482422	 gHg: 12.279217720031738	 smoothness 8.234504699707031	 sharpness 26.782363891601562
==> Epoch 1408/2000
==> Test
Train Loss 0.20078632235527039	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 45.11000061035156	 gHg: 28.074413299560547	 smoothness 10.907529830932617	 sharpness 31.70772933959961
==> Epoch 1409/2000
==> Test
Train Loss 0.19029833376407623	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 44.869998931884766	 gHg: 13.451488494873047	 smoothness 10.648221015930176	 sharpness 29.377676010131836
==> Epoch 1410/2000
==> Test
Train Loss 0.19098524749279022	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 45.0	 gHg: 25.936269760131836	 smoothness 9.663887977600098	 sharpness 34.00185775756836
==> Epoch 1411/2000
==> Test
Train Loss 0.19619929790496826	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 45.040000915527344	 gHg: 17.366256713867188	 smoothness 10.750282287597656	 sharpness 31.32546615600586
==> Epoch 1412/2000
==> Test
Train Loss 0.18469420075416565	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.02000045776367	 gHg: 10.834980010986328	 smoothness 8.566795349121094	 sharpness 29.125452041625977
==> Epoch 1413/2000
==> Test
Train Loss 0.18936099112033844	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 45.27000045776367	 gHg: 10.954922676086426	 smoothness 9.017558097839355	 sharpness 27.92752456665039
==> Epoch 1414/2000
==> Test
Train Loss 0.18479667603969574	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 44.97999954223633	 gHg: 10.91926383972168	 smoothness 7.620466232299805	 sharpness 26.388399124145508
==> Epoch 1415/2000
==> Test
Train Loss 0.18416205048561096	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 45.029998779296875	 gHg: 16.82286262512207	 smoothness 9.950803756713867	 sharpness 29.613656997680664
==> Epoch 1416/2000
==> Test
Train Loss 0.18456362187862396	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 45.349998474121094	 gHg: 16.87638282775879	 smoothness 9.763998985290527	 sharpness 28.90179443359375
==> Epoch 1417/2000
==> Test
Train Loss 0.18423715233802795	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 45.36000061035156	 gHg: 9.158889770507812	 smoothness 9.190177917480469	 sharpness 27.973848342895508
==> Epoch 1418/2000
==> Test
Train Loss 0.19034692645072937	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 44.790000915527344	 gHg: 21.957515716552734	 smoothness 7.866804599761963	 sharpness 30.35277557373047
==> Epoch 1419/2000
==> Test
Train Loss 0.19615225493907928	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.779998779296875	 gHg: 19.26030158996582	 smoothness 12.459756851196289	 sharpness 29.090471267700195
==> Epoch 1420/2000
==> Test
Train Loss 0.18186789751052856	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 44.56999969482422	 gHg: 18.702503204345703	 smoothness 8.683164596557617	 sharpness 28.00446319580078
==> Epoch 1421/2000
==> Test
Train Loss 0.19476544857025146	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 44.970001220703125	 gHg: 24.51787567138672	 smoothness 11.274444580078125	 sharpness 29.396793365478516
==> Epoch 1422/2000
==> Test
Train Loss 0.1805267333984375	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 45.0	 gHg: 13.469940185546875	 smoothness 10.593585014343262	 sharpness 28.14153480529785
==> Epoch 1423/2000
==> Test
Train Loss 0.1902759075164795	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 44.709999084472656	 gHg: 12.798736572265625	 smoothness 7.612994194030762	 sharpness 27.90610122680664
==> Epoch 1424/2000
==> Test
Train Loss 0.1863115429878235	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.56999969482422	 gHg: 18.597442626953125	 smoothness 10.082881927490234	 sharpness 31.597352981567383
==> Epoch 1425/2000
==> Test
Train Loss 0.20707228779792786	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 44.689998626708984	 gHg: 27.14390754699707	 smoothness 10.433235168457031	 sharpness 30.049402236938477
==> Epoch 1426/2000
==> Test
Train Loss 0.18454188108444214	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 44.900001525878906	 gHg: 16.573192596435547	 smoothness 10.376096725463867	 sharpness 29.16131019592285
==> Epoch 1427/2000
==> Test
Train Loss 0.1803353875875473	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 44.4900016784668	 gHg: 13.5062255859375	 smoothness 8.49531364440918	 sharpness 30.755325317382812
==> Epoch 1428/2000
==> Test
Train Loss 0.1893884837627411	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 44.77000045776367	 gHg: 25.527198791503906	 smoothness 9.842907905578613	 sharpness 34.61655807495117
==> Epoch 1429/2000
==> Test
Train Loss 0.18202319741249084	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 44.959999084472656	 gHg: 13.137042045593262	 smoothness 9.83585262298584	 sharpness 28.299041748046875
==> Epoch 1430/2000
==> Test
Train Loss 0.2052057832479477	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 45.279998779296875	 gHg: 30.79015350341797	 smoothness 8.69437026977539	 sharpness 31.66634178161621
==> Epoch 1431/2000
==> Test
Train Loss 0.18289963901042938	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 44.939998626708984	 gHg: 20.293245315551758	 smoothness 11.726503372192383	 sharpness 28.34334373474121
==> Epoch 1432/2000
==> Test
Train Loss 0.18495899438858032	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.880001068115234	 gHg: 17.473094940185547	 smoothness 6.882505893707275	 sharpness 30.27259635925293
==> Epoch 1433/2000
==> Test
Train Loss 0.19119636714458466	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 44.83000183105469	 gHg: 27.54016876220703	 smoothness 11.630609512329102	 sharpness 29.601577758789062
==> Epoch 1434/2000
==> Test
Train Loss 0.18714217841625214	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 45.38999938964844	 gHg: 19.08091926574707	 smoothness 8.932840347290039	 sharpness 28.78745460510254
==> Epoch 1435/2000
==> Test
Train Loss 0.1951196789741516	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 44.720001220703125	 gHg: 26.882362365722656	 smoothness 10.942633628845215	 sharpness 29.846736907958984
==> Epoch 1436/2000
==> Test
Train Loss 0.19237112998962402	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.900001525878906	 gHg: 19.302934646606445	 smoothness 9.641263961791992	 sharpness 31.89218521118164
==> Epoch 1437/2000
==> Test
Train Loss 0.19347518682479858	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 45.56999969482422	 gHg: 30.041866302490234	 smoothness 8.907027244567871	 sharpness 30.129873275756836
==> Epoch 1438/2000
==> Test
Train Loss 0.19009675085544586	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 45.59000015258789	 gHg: 28.86273193359375	 smoothness 12.514508247375488	 sharpness 27.013957977294922
==> Epoch 1439/2000
==> Test
Train Loss 0.19274303317070007	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 45.27000045776367	 gHg: 18.65560531616211	 smoothness 8.480751991271973	 sharpness 29.543237686157227
==> Epoch 1440/2000
==> Test
Train Loss 0.20650796592235565	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 45.09000015258789	 gHg: 33.826663970947266	 smoothness 8.726289749145508	 sharpness 30.625125885009766
==> Epoch 1441/2000
==> Test
Train Loss 0.21246054768562317	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 44.9900016784668	 gHg: 29.419775009155273	 smoothness 12.346036911010742	 sharpness 30.521543502807617
==> Epoch 1442/2000
==> Test
Train Loss 0.20180892944335938	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 45.29999923706055	 gHg: 15.574748992919922	 smoothness 8.25323486328125	 sharpness 29.45604133605957
==> Epoch 1443/2000
==> Test
Train Loss 0.19092997908592224	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 45.77000045776367	 gHg: 36.09327697753906	 smoothness 9.602333068847656	 sharpness 32.57725524902344
==> Epoch 1444/2000
==> Test
Train Loss 0.19509615004062653	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 45.33000183105469	 gHg: 25.371532440185547	 smoothness 10.453193664550781	 sharpness 28.901554107666016
==> Epoch 1445/2000
==> Test
Train Loss 0.20961596071720123	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 44.63999938964844	 gHg: 29.091978073120117	 smoothness 9.283975601196289	 sharpness 27.174041748046875
==> Epoch 1446/2000
==> Test
Train Loss 0.19314850866794586	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 46.060001373291016	 gHg: 61.846290588378906	 smoothness 11.84045124053955	 sharpness 38.116764068603516
==> Epoch 1447/2000
==> Test
Train Loss 0.22174382209777832	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 45.310001373291016	 gHg: 41.37176513671875	 smoothness 12.816062927246094	 sharpness 33.0752067565918
==> Epoch 1448/2000
==> Test
Train Loss 0.17613086104393005	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 44.90999984741211	 gHg: 12.28288459777832	 smoothness 9.182258605957031	 sharpness 27.150495529174805
==> Epoch 1449/2000
==> Test
Train Loss 0.18233290314674377	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 45.33000183105469	 gHg: 26.361804962158203	 smoothness 8.03719425201416	 sharpness 36.15891647338867
==> Epoch 1450/2000
==> Test
Train Loss 0.18714483082294464	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 45.2400016784668	 gHg: 17.86214256286621	 smoothness 10.489983558654785	 sharpness 27.87274742126465
==> Epoch 1451/2000
==> Test
Train Loss 0.20132003724575043	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 44.869998931884766	 gHg: 30.836807250976562	 smoothness 8.15949535369873	 sharpness 30.895179748535156
==> Epoch 1452/2000
==> Test
Train Loss 0.19686831533908844	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 45.70000076293945	 gHg: 41.78519058227539	 smoothness 10.270243644714355	 sharpness 31.726226806640625
==> Epoch 1453/2000
==> Test
Train Loss 0.20201799273490906	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 46.13999938964844	 gHg: 25.964828491210938	 smoothness 11.293991088867188	 sharpness 27.33795166015625
==> Epoch 1454/2000
==> Test
Train Loss 0.20847243070602417	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 44.7400016784668	 gHg: 49.15409851074219	 smoothness 8.42931079864502	 sharpness 30.858551025390625
==> Epoch 1455/2000
==> Test
Train Loss 0.23043674230575562	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 45.22999954223633	 gHg: 78.1872787475586	 smoothness 13.763289451599121	 sharpness 35.20835876464844
==> Epoch 1456/2000
==> Test
Train Loss 0.1927923858165741	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 44.849998474121094	 gHg: 33.47471237182617	 smoothness 11.117521286010742	 sharpness 30.94720458984375
==> Epoch 1457/2000
==> Test
Train Loss 0.2175099402666092	 Train Accuracy (%): 92.08000183105469 	 Test Accuracy (%): 44.150001525878906	 gHg: 42.873504638671875	 smoothness 8.266420364379883	 sharpness 32.558555603027344
==> Epoch 1458/2000
==> Test
Train Loss 0.21262754499912262	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 44.79999923706055	 gHg: 45.64168167114258	 smoothness 11.494819641113281	 sharpness 28.56146240234375
==> Epoch 1459/2000
==> Test
Train Loss 0.20436052978038788	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 45.58000183105469	 gHg: 28.996742248535156	 smoothness 10.149640083312988	 sharpness 30.670236587524414
==> Epoch 1460/2000
==> Test
Train Loss 0.18748028576374054	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 45.31999969482422	 gHg: 29.740922927856445	 smoothness 9.716092109680176	 sharpness 30.622426986694336
==> Epoch 1461/2000
==> Test
Train Loss 0.20990842580795288	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 45.400001525878906	 gHg: 26.669490814208984	 smoothness 9.594232559204102	 sharpness 27.13601303100586
==> Epoch 1462/2000
==> Test
Train Loss 0.1910572499036789	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 45.43000030517578	 gHg: 17.338720321655273	 smoothness 9.612302780151367	 sharpness 28.99652862548828
==> Epoch 1463/2000
==> Test
Train Loss 0.2053525149822235	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 44.97999954223633	 gHg: 25.379955291748047	 smoothness 8.526156425476074	 sharpness 28.353179931640625
==> Epoch 1464/2000
==> Test
Train Loss 0.22045283019542694	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 45.150001525878906	 gHg: 20.166057586669922	 smoothness 10.142104148864746	 sharpness 28.969881057739258
==> Epoch 1465/2000
==> Test
Train Loss 0.18984225392341614	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 45.619998931884766	 gHg: 17.530742645263672	 smoothness 7.8030290603637695	 sharpness 28.65656280517578
==> Epoch 1466/2000
==> Test
Train Loss 0.19286884367465973	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 45.16999816894531	 gHg: 18.917613983154297	 smoothness 10.406359672546387	 sharpness 27.560964584350586
==> Epoch 1467/2000
==> Test
Train Loss 0.19735701382160187	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 44.58000183105469	 gHg: 14.743060111999512	 smoothness 7.254344940185547	 sharpness 27.670255661010742
==> Epoch 1468/2000
==> Test
Train Loss 0.20421019196510315	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.4900016784668	 gHg: 15.288095474243164	 smoothness 9.270170211791992	 sharpness 27.521127700805664
==> Epoch 1469/2000
==> Test
Train Loss 0.19913911819458008	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 44.79999923706055	 gHg: 26.5439395904541	 smoothness 9.302745819091797	 sharpness 36.572696685791016
==> Epoch 1470/2000
==> Test
Train Loss 0.1876484751701355	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 44.810001373291016	 gHg: 10.139007568359375	 smoothness 9.75355052947998	 sharpness 26.894954681396484
==> Epoch 1471/2000
==> Test
Train Loss 0.1919948011636734	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 44.7599983215332	 gHg: 21.234516143798828	 smoothness 6.950193405151367	 sharpness 29.67849349975586
==> Epoch 1472/2000
==> Test
Train Loss 0.20706382393836975	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 45.47999954223633	 gHg: 31.900188446044922	 smoothness 11.730340957641602	 sharpness 31.542707443237305
==> Epoch 1473/2000
==> Test
Train Loss 0.2070876955986023	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 45.439998626708984	 gHg: 32.924068450927734	 smoothness 11.086380004882812	 sharpness 34.083763122558594
==> Epoch 1474/2000
==> Test
Train Loss 0.18779177963733673	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 45.119998931884766	 gHg: 18.192989349365234	 smoothness 9.432903289794922	 sharpness 28.116905212402344
==> Epoch 1475/2000
==> Test
Train Loss 0.2107422649860382	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 45.279998779296875	 gHg: 32.782386779785156	 smoothness 10.6442232131958	 sharpness 29.830198287963867
==> Epoch 1476/2000
==> Test
Train Loss 0.1868969053030014	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 45.79999923706055	 gHg: 20.207155227661133	 smoothness 11.14504337310791	 sharpness 33.945735931396484
==> Epoch 1477/2000
==> Test
Train Loss 0.17528901994228363	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 45.09000015258789	 gHg: 11.641073226928711	 smoothness 7.754892349243164	 sharpness 29.686410903930664
==> Epoch 1478/2000
==> Test
Train Loss 0.18471314013004303	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 45.34000015258789	 gHg: 12.918899536132812	 smoothness 10.261746406555176	 sharpness 29.07761001586914
==> Epoch 1479/2000
==> Test
Train Loss 0.17827044427394867	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 45.790000915527344	 gHg: 10.521401405334473	 smoothness 6.679021835327148	 sharpness 27.75591468811035
==> Epoch 1480/2000
==> Test
Train Loss 0.20799629390239716	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 45.58000183105469	 gHg: 25.425750732421875	 smoothness 11.148329734802246	 sharpness 29.906679153442383
==> Epoch 1481/2000
==> Test
Train Loss 0.19199968874454498	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 45.400001525878906	 gHg: 12.515647888183594	 smoothness 9.001375198364258	 sharpness 33.77416229248047
==> Epoch 1482/2000
==> Test
Train Loss 0.19559833407402039	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 45.66999816894531	 gHg: 31.18496322631836	 smoothness 8.179017066955566	 sharpness 29.542970657348633
==> Epoch 1483/2000
==> Test
Train Loss 0.2076941430568695	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 45.119998931884766	 gHg: 34.9897346496582	 smoothness 12.807705879211426	 sharpness 28.81151580810547
==> Epoch 1484/2000
==> Test
Train Loss 0.19418425858020782	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 44.58000183105469	 gHg: 15.666666984558105	 smoothness 9.231592178344727	 sharpness 30.385234832763672
==> Epoch 1485/2000
==> Test
Train Loss 0.20962366461753845	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 44.5099983215332	 gHg: 63.99839782714844	 smoothness 8.30809497833252	 sharpness 38.49443817138672
==> Epoch 1486/2000
==> Test
Train Loss 0.23793795704841614	 Train Accuracy (%): 91.5199966430664 	 Test Accuracy (%): 44.79999923706055	 gHg: 67.33615112304688	 smoothness 14.684537887573242	 sharpness 34.64464569091797
==> Epoch 1487/2000
==> Test
Train Loss 0.19015038013458252	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 44.779998779296875	 gHg: 20.849578857421875	 smoothness 10.613020896911621	 sharpness 27.831369400024414
==> Epoch 1488/2000
==> Test
Train Loss 0.22150824964046478	 Train Accuracy (%): 91.81999969482422 	 Test Accuracy (%): 45.34000015258789	 gHg: 52.47557067871094	 smoothness 8.077143669128418	 sharpness 37.069923400878906
==> Epoch 1489/2000
==> Test
Train Loss 0.2029162049293518	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 45.33000183105469	 gHg: 32.55474853515625	 smoothness 11.978775978088379	 sharpness 30.242490768432617
==> Epoch 1490/2000
==> Test
Train Loss 0.2027808427810669	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.630001068115234	 gHg: 37.83000183105469	 smoothness 6.738385200500488	 sharpness 29.241281509399414
==> Epoch 1491/2000
==> Test
Train Loss 0.22060397267341614	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 44.369998931884766	 gHg: 129.46080017089844	 smoothness 14.13371753692627	 sharpness 44.04105758666992
==> Epoch 1492/2000
==> Test
Train Loss 0.22736118733882904	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.849998474121094	 gHg: 52.844058990478516	 smoothness 12.69926929473877	 sharpness 29.988182067871094
==> Epoch 1493/2000
==> Test
Train Loss 0.23522070050239563	 Train Accuracy (%): 92.16000366210938 	 Test Accuracy (%): 43.459999084472656	 gHg: 28.009389877319336	 smoothness 9.50539779663086	 sharpness 27.416305541992188
==> Epoch 1494/2000
==> Test
Train Loss 0.22154641151428223	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 43.900001525878906	 gHg: 41.4892463684082	 smoothness 8.429837226867676	 sharpness 29.681978225708008
==> Epoch 1495/2000
==> Test
Train Loss 0.21085764467716217	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 44.630001068115234	 gHg: 48.02947235107422	 smoothness 10.91394329071045	 sharpness 32.65005874633789
==> Epoch 1496/2000
==> Test
Train Loss 0.20747195184230804	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.4900016784668	 gHg: 43.890533447265625	 smoothness 9.788230895996094	 sharpness 32.41933822631836
==> Epoch 1497/2000
==> Test
Train Loss 0.20884773135185242	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 44.47999954223633	 gHg: 24.187725067138672	 smoothness 10.047829627990723	 sharpness 30.88456153869629
==> Epoch 1498/2000
==> Test
Train Loss 0.20600803196430206	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 45.11000061035156	 gHg: 26.634414672851562	 smoothness 7.170965194702148	 sharpness 30.22232437133789
==> Epoch 1499/2000
==> Test
Train Loss 0.21939948201179504	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 45.04999923706055	 gHg: 49.56901931762695	 smoothness 11.309910774230957	 sharpness 37.04377365112305
==> Epoch 1500/2000
==> Test
Train Loss 0.1938433051109314	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 45.119998931884766	 gHg: 22.554359436035156	 smoothness 10.471794128417969	 sharpness 29.5310115814209
==> Epoch 1501/2000
==> Test
Train Loss 0.1914365142583847	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 45.04999923706055	 gHg: 25.8599853515625	 smoothness 7.889590740203857	 sharpness 29.280567169189453
==> Epoch 1502/2000
==> Test
Train Loss 0.19588898122310638	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 44.790000915527344	 gHg: 41.095481872558594	 smoothness 12.307519912719727	 sharpness 33.736572265625
==> Epoch 1503/2000
==> Test
Train Loss 0.18235094845294952	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.86000061035156	 gHg: 9.906547546386719	 smoothness 9.335389137268066	 sharpness 27.985591888427734
==> Epoch 1504/2000
==> Test
Train Loss 0.21999616920948029	 Train Accuracy (%): 92.41999816894531 	 Test Accuracy (%): 44.20000076293945	 gHg: 51.94055938720703	 smoothness 7.204145431518555	 sharpness 33.22914505004883
==> Epoch 1505/2000
==> Test
Train Loss 0.20520462095737457	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 44.619998931884766	 gHg: 39.79143524169922	 smoothness 12.299293518066406	 sharpness 34.42154312133789
==> Epoch 1506/2000
==> Test
Train Loss 0.20981428027153015	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 44.279998779296875	 gHg: 28.410322189331055	 smoothness 8.048486709594727	 sharpness 28.690359115600586
==> Epoch 1507/2000
==> Test
Train Loss 0.2282128483057022	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 44.86000061035156	 gHg: 50.013248443603516	 smoothness 12.32667350769043	 sharpness 32.36553192138672
==> Epoch 1508/2000
==> Test
Train Loss 0.20680388808250427	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 45.34000015258789	 gHg: 36.30513381958008	 smoothness 9.830303192138672	 sharpness 30.176755905151367
==> Epoch 1509/2000
==> Test
Train Loss 0.19384373724460602	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 44.279998779296875	 gHg: 29.357959747314453	 smoothness 10.110856056213379	 sharpness 27.885725021362305
==> Epoch 1510/2000
==> Test
Train Loss 0.21845866739749908	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 44.59000015258789	 gHg: 60.33297348022461	 smoothness 10.17180061340332	 sharpness 29.627548217773438
==> Epoch 1511/2000
==> Test
Train Loss 0.19645817577838898	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.5099983215332	 gHg: 26.93979835510254	 smoothness 11.622711181640625	 sharpness 29.307830810546875
==> Epoch 1512/2000
==> Test
Train Loss 0.20100641250610352	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 44.15999984741211	 gHg: 55.080535888671875	 smoothness 6.566285610198975	 sharpness 31.060983657836914
==> Epoch 1513/2000
==> Test
Train Loss 0.21746022999286652	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 44.33000183105469	 gHg: 72.35035705566406	 smoothness 15.240440368652344	 sharpness 31.461395263671875
==> Epoch 1514/2000
==> Test
Train Loss 0.2013731747865677	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.36000061035156	 gHg: 25.4360408782959	 smoothness 8.426511764526367	 sharpness 29.582612991333008
==> Epoch 1515/2000
==> Test
Train Loss 0.23729494214057922	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 43.86000061035156	 gHg: 87.31278991699219	 smoothness 11.965617179870605	 sharpness 34.67902755737305
==> Epoch 1516/2000
==> Test
Train Loss 0.2008807361125946	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 44.099998474121094	 gHg: 36.94849395751953	 smoothness 11.768272399902344	 sharpness 33.34280776977539
==> Epoch 1517/2000
==> Test
Train Loss 0.20381653308868408	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 45.13999938964844	 gHg: 38.81587600708008	 smoothness 7.170948028564453	 sharpness 30.30417823791504
==> Epoch 1518/2000
==> Test
Train Loss 0.20915673673152924	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 45.11000061035156	 gHg: 39.51152038574219	 smoothness 12.39067554473877	 sharpness 29.818187713623047
==> Epoch 1519/2000
==> Test
Train Loss 0.21514679491519928	 Train Accuracy (%): 92.83999633789062 	 Test Accuracy (%): 44.4900016784668	 gHg: 24.160856246948242	 smoothness 8.277212142944336	 sharpness 26.363008499145508
==> Epoch 1520/2000
==> Test
Train Loss 0.21307368576526642	 Train Accuracy (%): 91.94000244140625 	 Test Accuracy (%): 44.40999984741211	 gHg: 28.117826461791992	 smoothness 9.729911804199219	 sharpness 29.329275131225586
==> Epoch 1521/2000
==> Test
Train Loss 0.19752296805381775	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 44.61000061035156	 gHg: 20.965923309326172	 smoothness 8.330994606018066	 sharpness 27.312267303466797
==> Epoch 1522/2000
==> Test
Train Loss 0.2068844735622406	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 44.459999084472656	 gHg: 36.476593017578125	 smoothness 8.947921752929688	 sharpness 30.024188995361328
==> Epoch 1523/2000
==> Test
Train Loss 0.2050810009241104	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 44.77000045776367	 gHg: 34.98353576660156	 smoothness 11.69480037689209	 sharpness 30.720958709716797
==> Epoch 1524/2000
==> Test
Train Loss 0.19889502227306366	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.08000183105469	 gHg: 25.02255630493164	 smoothness 8.801557540893555	 sharpness 27.929550170898438
==> Epoch 1525/2000
==> Test
Train Loss 0.21212729811668396	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 44.54999923706055	 gHg: 37.72703552246094	 smoothness 10.360836029052734	 sharpness 26.27692985534668
==> Epoch 1526/2000
==> Test
Train Loss 0.1916976124048233	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 43.81999969482422	 gHg: 23.91391372680664	 smoothness 9.629803657531738	 sharpness 29.69657325744629
==> Epoch 1527/2000
==> Test
Train Loss 0.19106225669384003	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 44.22999954223633	 gHg: 34.50508117675781	 smoothness 11.155532836914062	 sharpness 29.15691375732422
==> Epoch 1528/2000
==> Test
Train Loss 0.18813632428646088	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 45.15999984741211	 gHg: 25.56597137451172	 smoothness 8.29129695892334	 sharpness 26.41921615600586
==> Epoch 1529/2000
==> Test
Train Loss 0.2007969170808792	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 44.88999938964844	 gHg: 38.70793151855469	 smoothness 10.926276206970215	 sharpness 30.595600128173828
==> Epoch 1530/2000
==> Test
Train Loss 0.17983317375183105	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.5	 gHg: 14.635519027709961	 smoothness 8.980895042419434	 sharpness 26.30021095275879
==> Epoch 1531/2000
==> Test
Train Loss 0.19392627477645874	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 45.27000045776367	 gHg: 35.9733772277832	 smoothness 7.596390247344971	 sharpness 30.029260635375977
==> Epoch 1532/2000
==> Test
Train Loss 0.18788529932498932	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.06999969482422	 gHg: 27.514450073242188	 smoothness 11.105354309082031	 sharpness 30.053043365478516
==> Epoch 1533/2000
==> Test
Train Loss 0.19004619121551514	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 44.5099983215332	 gHg: 20.02762222290039	 smoothness 9.108304977416992	 sharpness 29.288414001464844
==> Epoch 1534/2000
==> Test
Train Loss 0.18910835683345795	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 44.720001220703125	 gHg: 20.356409072875977	 smoothness 8.776212692260742	 sharpness 28.953798294067383
==> Epoch 1535/2000
==> Test
Train Loss 0.19617904722690582	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.90999984741211	 gHg: 33.74275207519531	 smoothness 8.924084663391113	 sharpness 31.051921844482422
==> Epoch 1536/2000
==> Test
Train Loss 0.19434979557991028	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 44.849998474121094	 gHg: 29.626468658447266	 smoothness 11.546414375305176	 sharpness 34.948917388916016
==> Epoch 1537/2000
==> Test
Train Loss 0.1986885815858841	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 44.91999816894531	 gHg: 27.65155029296875	 smoothness 7.208456993103027	 sharpness 30.154817581176758
==> Epoch 1538/2000
==> Test
Train Loss 0.20394371449947357	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 45.04999923706055	 gHg: 36.05525207519531	 smoothness 11.68830394744873	 sharpness 28.63249969482422
==> Epoch 1539/2000
==> Test
Train Loss 0.19870683550834656	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 44.68000030517578	 gHg: 20.96880340576172	 smoothness 8.552388191223145	 sharpness 33.15064239501953
==> Epoch 1540/2000
==> Test
Train Loss 0.19849099218845367	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 44.38999938964844	 gHg: 40.08852767944336	 smoothness 8.498575210571289	 sharpness 29.975013732910156
==> Epoch 1541/2000
==> Test
Train Loss 0.20585471391677856	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 44.63999938964844	 gHg: 41.6360969543457	 smoothness 11.641891479492188	 sharpness 30.788333892822266
==> Epoch 1542/2000
==> Test
Train Loss 0.18390145897865295	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.77000045776367	 gHg: 20.057010650634766	 smoothness 9.472963333129883	 sharpness 27.81671142578125
==> Epoch 1543/2000
==> Test
Train Loss 0.18050339818000793	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 44.619998931884766	 gHg: 22.053136825561523	 smoothness 9.395734786987305	 sharpness 30.383943557739258
==> Epoch 1544/2000
==> Test
Train Loss 0.18692593276500702	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.369998931884766	 gHg: 19.08264923095703	 smoothness 8.462799072265625	 sharpness 29.46609878540039
==> Epoch 1545/2000
==> Test
Train Loss 0.18302130699157715	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 44.77000045776367	 gHg: 31.544981002807617	 smoothness 10.943991661071777	 sharpness 30.048900604248047
==> Epoch 1546/2000
==> Test
Train Loss 0.18449710309505463	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.43000030517578	 gHg: 15.600019454956055	 smoothness 9.666494369506836	 sharpness 32.63995361328125
==> Epoch 1547/2000
==> Test
Train Loss 0.18147999048233032	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 44.529998779296875	 gHg: 26.503061294555664	 smoothness 8.030048370361328	 sharpness 30.744932174682617
==> Epoch 1548/2000
==> Test
Train Loss 0.19948068261146545	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 44.869998931884766	 gHg: 26.71253204345703	 smoothness 10.742259979248047	 sharpness 31.04688835144043
==> Epoch 1549/2000
==> Test
Train Loss 0.19271893799304962	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.81999969482422	 gHg: 17.741836547851562	 smoothness 10.377768516540527	 sharpness 24.807388305664062
==> Epoch 1550/2000
==> Test
Train Loss 0.18070565164089203	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 44.59000015258789	 gHg: 16.25031280517578	 smoothness 6.753385066986084	 sharpness 29.169391632080078
==> Epoch 1551/2000
==> Test
Train Loss 0.2000405192375183	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.86000061035156	 gHg: 25.666810989379883	 smoothness 10.50439453125	 sharpness 30.78306007385254
==> Epoch 1552/2000
==> Test
Train Loss 0.19596290588378906	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 45.13999938964844	 gHg: 20.2801513671875	 smoothness 9.8145112991333	 sharpness 27.951156616210938
==> Epoch 1553/2000
==> Test
Train Loss 0.18109017610549927	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.060001373291016	 gHg: 13.325101852416992	 smoothness 7.001052379608154	 sharpness 30.269309997558594
==> Epoch 1554/2000
==> Test
Train Loss 0.2006855458021164	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 44.209999084472656	 gHg: 31.608877182006836	 smoothness 10.406991004943848	 sharpness 26.624277114868164
==> Epoch 1555/2000
==> Test
Train Loss 0.17619313299655914	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 44.72999954223633	 gHg: 18.850332260131836	 smoothness 10.269800186157227	 sharpness 30.458385467529297
==> Epoch 1556/2000
==> Test
Train Loss 0.19663843512535095	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 45.34000015258789	 gHg: 29.962574005126953	 smoothness 6.26189661026001	 sharpness 35.702144622802734
==> Epoch 1557/2000
==> Test
Train Loss 0.19004321098327637	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 44.400001525878906	 gHg: 30.565052032470703	 smoothness 11.835480690002441	 sharpness 26.829042434692383
==> Epoch 1558/2000
==> Test
Train Loss 0.17669524252414703	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 44.0	 gHg: 18.477998733520508	 smoothness 8.482419967651367	 sharpness 27.35360336303711
==> Epoch 1559/2000
==> Test
Train Loss 0.1818568855524063	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 44.650001525878906	 gHg: 38.33103942871094	 smoothness 9.115314483642578	 sharpness 29.867570877075195
==> Epoch 1560/2000
==> Test
Train Loss 0.19039981067180634	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.9900016784668	 gHg: 18.307533264160156	 smoothness 10.081877708435059	 sharpness 28.23765754699707
==> Epoch 1561/2000
==> Test
Train Loss 0.19363680481910706	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 44.65999984741211	 gHg: 21.426387786865234	 smoothness 8.047627449035645	 sharpness 26.447559356689453
==> Epoch 1562/2000
==> Test
Train Loss 0.17505992949008942	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 44.560001373291016	 gHg: 19.551616668701172	 smoothness 9.398143768310547	 sharpness 28.143531799316406
==> Epoch 1563/2000
==> Test
Train Loss 0.18815675377845764	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 44.84000015258789	 gHg: 25.705211639404297	 smoothness 6.833790302276611	 sharpness 29.258569717407227
==> Epoch 1564/2000
==> Test
Train Loss 0.19871293008327484	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 44.709999084472656	 gHg: 47.88126754760742	 smoothness 12.996014595031738	 sharpness 29.83274269104004
==> Epoch 1565/2000
==> Test
Train Loss 0.1935022622346878	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 44.41999816894531	 gHg: 22.33386993408203	 smoothness 10.11084270477295	 sharpness 31.68092155456543
==> Epoch 1566/2000
==> Test
Train Loss 0.19258691370487213	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 45.119998931884766	 gHg: 28.88372039794922	 smoothness 8.073360443115234	 sharpness 28.860790252685547
==> Epoch 1567/2000
==> Test
Train Loss 0.18541115522384644	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 45.439998626708984	 gHg: 28.299514770507812	 smoothness 10.957463264465332	 sharpness 29.546897888183594
==> Epoch 1568/2000
==> Test
Train Loss 0.17437534034252167	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.16999816894531	 gHg: 16.421436309814453	 smoothness 8.60268783569336	 sharpness 24.700265884399414
==> Epoch 1569/2000
==> Test
Train Loss 0.19481070339679718	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 45.130001068115234	 gHg: 46.78212356567383	 smoothness 11.48997974395752	 sharpness 34.707191467285156
==> Epoch 1570/2000
==> Test
Train Loss 0.1830565482378006	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 44.91999816894531	 gHg: 8.891271591186523	 smoothness 9.97580623626709	 sharpness 27.014034271240234
==> Epoch 1571/2000
==> Test
Train Loss 0.1840483695268631	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 44.77000045776367	 gHg: 24.941226959228516	 smoothness 6.32880163192749	 sharpness 27.284481048583984
==> Epoch 1572/2000
==> Test
Train Loss 0.17407280206680298	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 44.689998626708984	 gHg: 14.834239959716797	 smoothness 11.315542221069336	 sharpness 31.161046981811523
==> Epoch 1573/2000
==> Test
Train Loss 0.18276086449623108	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 44.93000030517578	 gHg: 19.30475616455078	 smoothness 7.2223687171936035	 sharpness 31.213525772094727
==> Epoch 1574/2000
==> Test
Train Loss 0.18863525986671448	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 44.81999969482422	 gHg: 19.83676528930664	 smoothness 10.093286514282227	 sharpness 29.577423095703125
==> Epoch 1575/2000
==> Test
Train Loss 0.17998294532299042	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 44.439998626708984	 gHg: 27.7840633392334	 smoothness 9.416618347167969	 sharpness 28.836181640625
==> Epoch 1576/2000
==> Test
Train Loss 0.18218207359313965	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 44.43000030517578	 gHg: 28.339031219482422	 smoothness 11.604141235351562	 sharpness 31.395000457763672
==> Epoch 1577/2000
==> Test
Train Loss 0.18269535899162292	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 44.4900016784668	 gHg: 21.901851654052734	 smoothness 9.343316078186035	 sharpness 28.416004180908203
==> Epoch 1578/2000
==> Test
Train Loss 0.1790284961462021	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.52000045776367	 gHg: 24.9871768951416	 smoothness 9.198895454406738	 sharpness 30.175426483154297
==> Epoch 1579/2000
==> Test
Train Loss 0.18377931416034698	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.79999923706055	 gHg: 37.672584533691406	 smoothness 10.212183952331543	 sharpness 32.01863479614258
==> Epoch 1580/2000
==> Test
Train Loss 0.17782635986804962	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 45.310001373291016	 gHg: 19.28865623474121	 smoothness 10.906055450439453	 sharpness 29.876432418823242
==> Epoch 1581/2000
==> Test
Train Loss 0.18511824309825897	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 45.41999816894531	 gHg: 37.596839904785156	 smoothness 7.850111961364746	 sharpness 31.969425201416016
==> Epoch 1582/2000
==> Test
Train Loss 0.17499876022338867	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 45.349998474121094	 gHg: 16.131145477294922	 smoothness 10.640073776245117	 sharpness 26.837467193603516
==> Epoch 1583/2000
==> Test
Train Loss 0.19096139073371887	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 45.5	 gHg: 19.695831298828125	 smoothness 6.506537914276123	 sharpness 26.988649368286133
==> Epoch 1584/2000
==> Test
Train Loss 0.17614902555942535	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 45.29999923706055	 gHg: 15.16140079498291	 smoothness 9.587188720703125	 sharpness 26.40213394165039
==> Epoch 1585/2000
==> Test
Train Loss 0.202753484249115	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.959999084472656	 gHg: 34.42662811279297	 smoothness 8.584796905517578	 sharpness 28.0100040435791
==> Epoch 1586/2000
==> Test
Train Loss 0.19728711247444153	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 45.130001068115234	 gHg: 28.530160903930664	 smoothness 11.705733299255371	 sharpness 29.64468765258789
==> Epoch 1587/2000
==> Test
Train Loss 0.18013131618499756	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 44.849998474121094	 gHg: 18.566980361938477	 smoothness 8.08520793914795	 sharpness 29.99118995666504
==> Epoch 1588/2000
==> Test
Train Loss 0.17725521326065063	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 45.04999923706055	 gHg: 31.555644989013672	 smoothness 10.489351272583008	 sharpness 30.638206481933594
==> Epoch 1589/2000
==> Test
Train Loss 0.17420831322669983	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 45.65999984741211	 gHg: 17.97199058532715	 smoothness 9.903066635131836	 sharpness 31.84941864013672
==> Epoch 1590/2000
==> Test
Train Loss 0.19531680643558502	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 45.54999923706055	 gHg: 11.372856140136719	 smoothness 8.000575065612793	 sharpness 28.296123504638672
==> Epoch 1591/2000
==> Test
Train Loss 0.19266586005687714	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 44.470001220703125	 gHg: 20.621578216552734	 smoothness 8.049245834350586	 sharpness 27.35943031311035
==> Epoch 1592/2000
==> Test
Train Loss 0.1727149486541748	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 44.619998931884766	 gHg: 16.727581024169922	 smoothness 11.010706901550293	 sharpness 32.01679992675781
==> Epoch 1593/2000
==> Test
Train Loss 0.16940312087535858	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 45.22999954223633	 gHg: 15.094478607177734	 smoothness 7.386373043060303	 sharpness 28.76070785522461
==> Epoch 1594/2000
==> Test
Train Loss 0.17828862369060516	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 45.029998779296875	 gHg: 24.32491683959961	 smoothness 10.833053588867188	 sharpness 26.948776245117188
==> Epoch 1595/2000
==> Test
Train Loss 0.17207704484462738	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 44.59000015258789	 gHg: 8.263983726501465	 smoothness 9.016855239868164	 sharpness 26.7325496673584
==> Epoch 1596/2000
==> Test
Train Loss 0.17672567069530487	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 44.9900016784668	 gHg: 26.506729125976562	 smoothness 8.050467491149902	 sharpness 30.58517074584961
==> Epoch 1597/2000
==> Test
Train Loss 0.1777425855398178	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 44.81999969482422	 gHg: 21.04730796813965	 smoothness 11.151480674743652	 sharpness 27.685148239135742
==> Epoch 1598/2000
==> Test
Train Loss 0.17138203978538513	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 44.2599983215332	 gHg: 9.380099296569824	 smoothness 8.908543586730957	 sharpness 26.584043502807617
==> Epoch 1599/2000
==> Test
Train Loss 0.17127536237239838	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.16999816894531	 gHg: 18.84371566772461	 smoothness 7.9911627769470215	 sharpness 30.405439376831055
==> Epoch 1600/2000
==> Test
Train Loss 0.1750899851322174	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 44.79999923706055	 gHg: 19.596601486206055	 smoothness 9.645176887512207	 sharpness 31.96640396118164
==> Epoch 1601/2000
==> Test
Train Loss 0.1512395292520523	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 44.83000183105469	 gHg: 10.619439125061035	 smoothness 8.371149063110352	 sharpness 27.70693016052246
==> Epoch 1602/2000
==> Test
Train Loss 0.19324487447738647	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 43.93000030517578	 gHg: 24.458595275878906	 smoothness 9.56976318359375	 sharpness 26.139963150024414
==> Epoch 1603/2000
==> Test
Train Loss 0.18233072757720947	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.310001373291016	 gHg: 28.309547424316406	 smoothness 9.86619758605957	 sharpness 29.362123489379883
==> Epoch 1604/2000
==> Test
Train Loss 0.1704263538122177	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 44.7599983215332	 gHg: 20.805164337158203	 smoothness 8.969955444335938	 sharpness 31.243989944458008
==> Epoch 1605/2000
==> Test
Train Loss 0.18115104734897614	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.0099983215332	 gHg: 40.47872543334961	 smoothness 10.348905563354492	 sharpness 32.87348175048828
==> Epoch 1606/2000
==> Test
Train Loss 0.1867530345916748	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 44.380001068115234	 gHg: 38.762176513671875	 smoothness 11.936724662780762	 sharpness 31.760679244995117
==> Epoch 1607/2000
==> Test
Train Loss 0.16807061433792114	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 44.88999938964844	 gHg: 20.200889587402344	 smoothness 9.326506614685059	 sharpness 27.961856842041016
==> Epoch 1608/2000
==> Test
Train Loss 0.17048044502735138	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 44.189998626708984	 gHg: 37.438873291015625	 smoothness 10.26731014251709	 sharpness 30.416025161743164
==> Epoch 1609/2000
==> Test
Train Loss 0.1878151148557663	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.83000183105469	 gHg: 42.55017852783203	 smoothness 12.353830337524414	 sharpness 29.77906036376953
==> Epoch 1610/2000
==> Test
Train Loss 0.19457842409610748	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.83000183105469	 gHg: 21.32037353515625	 smoothness 9.845283508300781	 sharpness 26.83562660217285
==> Epoch 1611/2000
==> Test
Train Loss 0.20212019979953766	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 44.459999084472656	 gHg: 35.678916931152344	 smoothness 9.460845947265625	 sharpness 28.22185516357422
==> Epoch 1612/2000
==> Test
Train Loss 0.1795729398727417	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 44.88999938964844	 gHg: 35.17745590209961	 smoothness 12.220597267150879	 sharpness 30.24152183532715
==> Epoch 1613/2000
==> Test
Train Loss 0.1886034607887268	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 45.34000015258789	 gHg: 13.896628379821777	 smoothness 9.079054832458496	 sharpness 27.883655548095703
==> Epoch 1614/2000
==> Test
Train Loss 0.1806291937828064	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 45.099998474121094	 gHg: 28.52557373046875	 smoothness 8.879040718078613	 sharpness 28.16196632385254
==> Epoch 1615/2000
==> Test
Train Loss 0.16878730058670044	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 44.84000015258789	 gHg: 19.954692840576172	 smoothness 11.271149635314941	 sharpness 28.632612228393555
==> Epoch 1616/2000
==> Test
Train Loss 0.1680469661951065	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.790000915527344	 gHg: 22.490028381347656	 smoothness 6.128917694091797	 sharpness 28.506168365478516
==> Epoch 1617/2000
==> Test
Train Loss 0.17581982910633087	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.77000045776367	 gHg: 29.194700241088867	 smoothness 13.082812309265137	 sharpness 28.899316787719727
==> Epoch 1618/2000
==> Test
Train Loss 0.18156591057777405	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 44.470001220703125	 gHg: 16.674169540405273	 smoothness 7.258497714996338	 sharpness 30.015256881713867
==> Epoch 1619/2000
==> Test
Train Loss 0.1857358068227768	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 45.0099983215332	 gHg: 39.65163040161133	 smoothness 10.845789909362793	 sharpness 32.05125045776367
==> Epoch 1620/2000
==> Test
Train Loss 0.16335920989513397	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 45.11000061035156	 gHg: 14.921296119689941	 smoothness 9.99882698059082	 sharpness 27.822420120239258
==> Epoch 1621/2000
==> Test
Train Loss 0.19183696806430817	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 44.79999923706055	 gHg: 29.461292266845703	 smoothness 8.519937515258789	 sharpness 28.2970027923584
==> Epoch 1622/2000
==> Test
Train Loss 0.18373580276966095	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 44.849998474121094	 gHg: 37.11760711669922	 smoothness 11.745159149169922	 sharpness 35.29845428466797
==> Epoch 1623/2000
==> Test
Train Loss 0.18351300060749054	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 44.90999984741211	 gHg: 18.81524085998535	 smoothness 9.17020034790039	 sharpness 27.763423919677734
==> Epoch 1624/2000
==> Test
Train Loss 0.16692698001861572	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 44.869998931884766	 gHg: 10.869895935058594	 smoothness 9.548457145690918	 sharpness 25.323537826538086
==> Epoch 1625/2000
==> Test
Train Loss 0.1792924404144287	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 44.25	 gHg: 24.79123306274414	 smoothness 6.294363498687744	 sharpness 37.797637939453125
==> Epoch 1626/2000
==> Test
Train Loss 0.18405573070049286	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 44.61000061035156	 gHg: 32.15296936035156	 smoothness 11.703360557556152	 sharpness 30.108774185180664
==> Epoch 1627/2000
==> Test
Train Loss 0.17142386734485626	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 44.70000076293945	 gHg: 15.24550724029541	 smoothness 8.389883995056152	 sharpness 27.55168914794922
==> Epoch 1628/2000
==> Test
Train Loss 0.18684445321559906	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 44.650001525878906	 gHg: 22.96710968017578	 smoothness 9.746577262878418	 sharpness 26.699623107910156
==> Epoch 1629/2000
==> Test
Train Loss 0.18582908809185028	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 44.619998931884766	 gHg: 21.844905853271484	 smoothness 8.26431655883789	 sharpness 28.501264572143555
==> Epoch 1630/2000
==> Test
Train Loss 0.19541500508785248	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 45.220001220703125	 gHg: 28.837947845458984	 smoothness 11.075334548950195	 sharpness 29.230806350708008
==> Epoch 1631/2000
==> Test
Train Loss 0.17463117837905884	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.79999923706055	 gHg: 20.751501083374023	 smoothness 9.056544303894043	 sharpness 28.686159133911133
==> Epoch 1632/2000
==> Test
Train Loss 0.1615317463874817	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 44.63999938964844	 gHg: 17.615095138549805	 smoothness 9.835589408874512	 sharpness 29.270282745361328
==> Epoch 1633/2000
==> Test
Train Loss 0.16532233357429504	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 44.720001220703125	 gHg: 10.463748931884766	 smoothness 7.338197231292725	 sharpness 26.644912719726562
==> Epoch 1634/2000
==> Test
Train Loss 0.188393235206604	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 44.810001373291016	 gHg: 36.575599670410156	 smoothness 8.931492805480957	 sharpness 32.33240509033203
==> Epoch 1635/2000
==> Test
Train Loss 0.18203158676624298	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 44.40999984741211	 gHg: 26.49720001220703	 smoothness 11.366471290588379	 sharpness 28.098346710205078
==> Epoch 1636/2000
==> Test
Train Loss 0.18955639004707336	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 44.47999954223633	 gHg: 41.329063415527344	 smoothness 7.584827423095703	 sharpness 31.61080551147461
==> Epoch 1637/2000
==> Test
Train Loss 0.20797251164913177	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 45.189998626708984	 gHg: 49.86246109008789	 smoothness 13.523416519165039	 sharpness 28.420970916748047
==> Epoch 1638/2000
==> Test
Train Loss 0.1797000914812088	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 45.11000061035156	 gHg: 17.035476684570312	 smoothness 8.927263259887695	 sharpness 31.87112808227539
==> Epoch 1639/2000
==> Test
Train Loss 0.17885495722293854	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 45.08000183105469	 gHg: 34.20170593261719	 smoothness 9.714529037475586	 sharpness 31.122236251831055
==> Epoch 1640/2000
==> Test
Train Loss 0.19546453654766083	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 44.959999084472656	 gHg: 31.489177703857422	 smoothness 8.0963134765625	 sharpness 31.954912185668945
==> Epoch 1641/2000
==> Test
Train Loss 0.20288878679275513	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 45.290000915527344	 gHg: 71.02252960205078	 smoothness 12.525727272033691	 sharpness 34.14051818847656
==> Epoch 1642/2000
==> Test
Train Loss 0.1802372932434082	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 44.939998626708984	 gHg: 17.30143165588379	 smoothness 11.336342811584473	 sharpness 27.89230728149414
==> Epoch 1643/2000
==> Test
Train Loss 0.19534194469451904	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 45.150001525878906	 gHg: 30.070051193237305	 smoothness 6.3410210609436035	 sharpness 29.89276123046875
==> Epoch 1644/2000
==> Test
Train Loss 0.18742096424102783	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 45.040000915527344	 gHg: 20.667774200439453	 smoothness 10.145838737487793	 sharpness 29.903308868408203
==> Epoch 1645/2000
==> Test
Train Loss 0.16071641445159912	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 44.790000915527344	 gHg: 19.64672088623047	 smoothness 8.17378044128418	 sharpness 31.077022552490234
==> Epoch 1646/2000
==> Test
Train Loss 0.17045678198337555	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 44.849998474121094	 gHg: 19.563554763793945	 smoothness 10.083555221557617	 sharpness 29.578075408935547
==> Epoch 1647/2000
==> Test
Train Loss 0.17969608306884766	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 44.9900016784668	 gHg: 28.61392593383789	 smoothness 9.015599250793457	 sharpness 29.827503204345703
==> Epoch 1648/2000
==> Test
Train Loss 0.16925862431526184	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 45.59000015258789	 gHg: 23.443262100219727	 smoothness 10.558903694152832	 sharpness 32.114105224609375
==> Epoch 1649/2000
==> Test
Train Loss 0.16472715139389038	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 45.04999923706055	 gHg: 27.969894409179688	 smoothness 10.261499404907227	 sharpness 32.55898666381836
==> Epoch 1650/2000
==> Test
Train Loss 0.1833644062280655	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.81999969482422	 gHg: 28.36099624633789	 smoothness 10.80700397491455	 sharpness 36.231903076171875
==> Epoch 1651/2000
==> Test
Train Loss 0.18296149373054504	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 45.33000183105469	 gHg: 27.517839431762695	 smoothness 8.826166152954102	 sharpness 30.433385848999023
==> Epoch 1652/2000
==> Test
Train Loss 0.1734233945608139	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 44.959999084472656	 gHg: 30.072006225585938	 smoothness 10.413738250732422	 sharpness 30.82390785217285
==> Epoch 1653/2000
==> Test
Train Loss 0.16690874099731445	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 44.959999084472656	 gHg: 21.702346801757812	 smoothness 10.08660888671875	 sharpness 28.348159790039062
==> Epoch 1654/2000
==> Test
Train Loss 0.17325831949710846	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 44.66999816894531	 gHg: 19.721546173095703	 smoothness 8.960198402404785	 sharpness 27.79671859741211
==> Epoch 1655/2000
==> Test
Train Loss 0.16744646430015564	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 45.439998626708984	 gHg: 22.220378875732422	 smoothness 8.914756774902344	 sharpness 26.936063766479492
==> Epoch 1656/2000
==> Test
Train Loss 0.17590518295764923	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 45.060001373291016	 gHg: 21.756345748901367	 smoothness 9.783019065856934	 sharpness 26.1462345123291
==> Epoch 1657/2000
==> Test
Train Loss 0.16952399909496307	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 45.16999816894531	 gHg: 16.6187744140625	 smoothness 9.762681007385254	 sharpness 30.159717559814453
==> Epoch 1658/2000
==> Test
Train Loss 0.18686608970165253	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 45.11000061035156	 gHg: 15.359387397766113	 smoothness 8.45606803894043	 sharpness 27.239011764526367
==> Epoch 1659/2000
==> Test
Train Loss 0.17460957169532776	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 45.36000061035156	 gHg: 12.796584129333496	 smoothness 9.410125732421875	 sharpness 26.818279266357422
==> Epoch 1660/2000
==> Test
Train Loss 0.18102000653743744	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 45.41999816894531	 gHg: 17.170307159423828	 smoothness 8.461967468261719	 sharpness 27.346088409423828
==> Epoch 1661/2000
==> Test
Train Loss 0.17154726386070251	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 45.380001068115234	 gHg: 18.276052474975586	 smoothness 9.77928352355957	 sharpness 26.83146095275879
==> Epoch 1662/2000
==> Test
Train Loss 0.16676312685012817	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 45.70000076293945	 gHg: 18.153228759765625	 smoothness 9.481287002563477	 sharpness 27.043296813964844
==> Epoch 1663/2000
==> Test
Train Loss 0.1728174388408661	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.15999984741211	 gHg: 14.058525085449219	 smoothness 8.265830993652344	 sharpness 27.615013122558594
==> Epoch 1664/2000
==> Test
Train Loss 0.17992281913757324	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 44.849998474121094	 gHg: 27.812114715576172	 smoothness 8.568244934082031	 sharpness 35.617042541503906
==> Epoch 1665/2000
==> Test
Train Loss 0.1760423332452774	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 44.779998779296875	 gHg: 18.606739044189453	 smoothness 10.400467872619629	 sharpness 28.38166618347168
==> Epoch 1666/2000
==> Test
Train Loss 0.16983970999717712	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 45.2400016784668	 gHg: 20.030044555664062	 smoothness 9.55910587310791	 sharpness 30.144969940185547
==> Epoch 1667/2000
==> Test
Train Loss 0.1594805270433426	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 44.970001220703125	 gHg: 21.96855926513672	 smoothness 9.675637245178223	 sharpness 31.213911056518555
==> Epoch 1668/2000
==> Test
Train Loss 0.16738851368427277	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 44.91999816894531	 gHg: 16.853111267089844	 smoothness 10.285968780517578	 sharpness 29.214618682861328
==> Epoch 1669/2000
==> Test
Train Loss 0.1648801565170288	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 45.16999816894531	 gHg: 24.47513771057129	 smoothness 8.553482055664062	 sharpness 32.69755935668945
==> Epoch 1670/2000
==> Test
Train Loss 0.1613890677690506	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 44.720001220703125	 gHg: 26.566120147705078	 smoothness 10.2416410446167	 sharpness 33.10137939453125
==> Epoch 1671/2000
==> Test
Train Loss 0.15476000308990479	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 44.939998626708984	 gHg: 17.614072799682617	 smoothness 10.294390678405762	 sharpness 28.443458557128906
==> Epoch 1672/2000
==> Test
Train Loss 0.1569923758506775	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 45.369998931884766	 gHg: 18.364673614501953	 smoothness 7.91269063949585	 sharpness 28.06009292602539
==> Epoch 1673/2000
==> Test
Train Loss 0.18367299437522888	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 44.54999923706055	 gHg: 46.2945442199707	 smoothness 11.443488121032715	 sharpness 31.99485969543457
==> Epoch 1674/2000
==> Test
Train Loss 0.15927372872829437	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 44.5099983215332	 gHg: 14.098846435546875	 smoothness 11.372578620910645	 sharpness 27.843740463256836
==> Epoch 1675/2000
==> Test
Train Loss 0.17778392136096954	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 44.91999816894531	 gHg: 34.643592834472656	 smoothness 5.162269115447998	 sharpness 31.793514251708984
==> Epoch 1676/2000
==> Test
Train Loss 0.1681288778781891	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 44.689998626708984	 gHg: 30.804019927978516	 smoothness 12.62073802947998	 sharpness 35.22578430175781
==> Epoch 1677/2000
==> Test
Train Loss 0.17577943205833435	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.04999923706055	 gHg: 40.9325065612793	 smoothness 6.667289733886719	 sharpness 31.413780212402344
==> Epoch 1678/2000
==> Test
Train Loss 0.18705260753631592	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 44.4900016784668	 gHg: 47.65021514892578	 smoothness 13.98184871673584	 sharpness 31.814558029174805
==> Epoch 1679/2000
==> Test
Train Loss 0.16431167721748352	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 44.220001220703125	 gHg: 27.05072784423828	 smoothness 7.5774736404418945	 sharpness 27.13547134399414
==> Epoch 1680/2000
==> Test
Train Loss 0.18280500173568726	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 44.779998779296875	 gHg: 47.453880310058594	 smoothness 12.275169372558594	 sharpness 32.44475555419922
==> Epoch 1681/2000
==> Test
Train Loss 0.18255363404750824	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 44.810001373291016	 gHg: 39.75174331665039	 smoothness 9.783782005310059	 sharpness 28.718177795410156
==> Epoch 1682/2000
==> Test
Train Loss 0.18814916908740997	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.81999969482422	 gHg: 61.97339630126953	 smoothness 11.987725257873535	 sharpness 32.747215270996094
==> Epoch 1683/2000
==> Test
Train Loss 0.1706419736146927	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 45.02000045776367	 gHg: 29.036109924316406	 smoothness 9.612927436828613	 sharpness 31.173173904418945
==> Epoch 1684/2000
==> Test
Train Loss 0.17979778349399567	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 44.86000061035156	 gHg: 46.41534423828125	 smoothness 8.66490650177002	 sharpness 30.790802001953125
==> Epoch 1685/2000
==> Test
Train Loss 0.19895809888839722	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 44.90999984741211	 gHg: 51.477943420410156	 smoothness 10.865058898925781	 sharpness 36.241085052490234
==> Epoch 1686/2000
==> Test
Train Loss 0.1742517650127411	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 45.27000045776367	 gHg: 34.300926208496094	 smoothness 9.417451858520508	 sharpness 27.913352966308594
==> Epoch 1687/2000
==> Test
Train Loss 0.18384455144405365	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 44.810001373291016	 gHg: 36.11183547973633	 smoothness 10.351879119873047	 sharpness 27.677955627441406
==> Epoch 1688/2000
==> Test
Train Loss 0.17617161571979523	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 44.91999816894531	 gHg: 40.65370178222656	 smoothness 11.283835411071777	 sharpness 28.71687889099121
==> Epoch 1689/2000
==> Test
Train Loss 0.17604433000087738	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 44.86000061035156	 gHg: 20.480690002441406	 smoothness 8.470006942749023	 sharpness 25.11574363708496
==> Epoch 1690/2000
==> Test
Train Loss 0.19406114518642426	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 44.95000076293945	 gHg: 46.56156921386719	 smoothness 8.998766899108887	 sharpness 30.06865882873535
==> Epoch 1691/2000
==> Test
Train Loss 0.16988664865493774	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 44.38999938964844	 gHg: 18.1227970123291	 smoothness 10.539055824279785	 sharpness 27.45436668395996
==> Epoch 1692/2000
==> Test
Train Loss 0.19708037376403809	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 44.68000030517578	 gHg: 49.67039489746094	 smoothness 5.914925575256348	 sharpness 39.86268997192383
==> Epoch 1693/2000
==> Test
Train Loss 0.17928218841552734	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 44.849998474121094	 gHg: 26.250307083129883	 smoothness 11.254281997680664	 sharpness 26.73935317993164
==> Epoch 1694/2000
==> Test
Train Loss 0.1586296111345291	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 44.58000183105469	 gHg: 18.312477111816406	 smoothness 7.796839714050293	 sharpness 28.656248092651367
==> Epoch 1695/2000
==> Test
Train Loss 0.18677495419979095	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 44.31999969482422	 gHg: 30.257707595825195	 smoothness 8.05151653289795	 sharpness 33.515262603759766
==> Epoch 1696/2000
==> Test
Train Loss 0.1939626783132553	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 45.06999969482422	 gHg: 42.836265563964844	 smoothness 10.080145835876465	 sharpness 38.042755126953125
==> Epoch 1697/2000
==> Test
Train Loss 0.19060245156288147	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 44.56999969482422	 gHg: 42.64860534667969	 smoothness 11.500187873840332	 sharpness 31.548385620117188
==> Epoch 1698/2000
==> Test
Train Loss 0.19056478142738342	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 45.279998779296875	 gHg: 31.770429611206055	 smoothness 10.278327941894531	 sharpness 31.364444732666016
==> Epoch 1699/2000
==> Test
Train Loss 0.17952309548854828	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 45.4900016784668	 gHg: 30.79985237121582	 smoothness 9.752487182617188	 sharpness 28.767131805419922
==> Epoch 1700/2000
==> Test
Train Loss 0.1757422834634781	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 44.939998626708984	 gHg: 25.824874877929688	 smoothness 9.381993293762207	 sharpness 35.22230911254883
==> Epoch 1701/2000
==> Test
Train Loss 0.17660579085350037	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.619998931884766	 gHg: 18.785717010498047	 smoothness 8.733779907226562	 sharpness 25.700429916381836
==> Epoch 1702/2000
==> Test
Train Loss 0.17096635699272156	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 44.849998474121094	 gHg: 20.142322540283203	 smoothness 8.868803024291992	 sharpness 26.292150497436523
==> Epoch 1703/2000
==> Test
Train Loss 0.174251988530159	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.720001220703125	 gHg: 15.639423370361328	 smoothness 8.067901611328125	 sharpness 30.60997200012207
==> Epoch 1704/2000
==> Test
Train Loss 0.1901131570339203	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 44.5099983215332	 gHg: 41.387725830078125	 smoothness 9.817503929138184	 sharpness 36.14930725097656
==> Epoch 1705/2000
==> Test
Train Loss 0.1618543267250061	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.66999816894531	 gHg: 11.96527099609375	 smoothness 9.487833023071289	 sharpness 28.245174407958984
==> Epoch 1706/2000
==> Test
Train Loss 0.18776699900627136	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 44.18000030517578	 gHg: 39.47062301635742	 smoothness 8.413926124572754	 sharpness 28.680116653442383
==> Epoch 1707/2000
==> Test
Train Loss 0.15751825273036957	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 44.189998626708984	 gHg: 21.140810012817383	 smoothness 10.960997581481934	 sharpness 30.04299545288086
==> Epoch 1708/2000
==> Test
Train Loss 0.1841217279434204	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 44.31999969482422	 gHg: 13.587474822998047	 smoothness 7.604808330535889	 sharpness 27.44036865234375
==> Epoch 1709/2000
==> Test
Train Loss 0.18862567842006683	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 44.36000061035156	 gHg: 36.435611724853516	 smoothness 8.668726921081543	 sharpness 31.46647071838379
==> Epoch 1710/2000
==> Test
Train Loss 0.1660447120666504	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.93000030517578	 gHg: 23.188581466674805	 smoothness 9.911280632019043	 sharpness 32.19007873535156
==> Epoch 1711/2000
==> Test
Train Loss 0.19218333065509796	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.95000076293945	 gHg: 34.30984878540039	 smoothness 9.580570220947266	 sharpness 32.25846862792969
==> Epoch 1712/2000
==> Test
Train Loss 0.17142502963542938	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.849998474121094	 gHg: 36.440128326416016	 smoothness 11.290513038635254	 sharpness 45.023197174072266
==> Epoch 1713/2000
==> Test
Train Loss 0.17055460810661316	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 45.029998779296875	 gHg: 22.04792022705078	 smoothness 9.028743743896484	 sharpness 28.228506088256836
==> Epoch 1714/2000
==> Test
Train Loss 0.18021267652511597	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 45.36000061035156	 gHg: 18.93662452697754	 smoothness 9.49563217163086	 sharpness 26.990121841430664
==> Epoch 1715/2000
==> Test
Train Loss 0.18342991173267365	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 44.7400016784668	 gHg: 27.638687133789062	 smoothness 7.239013671875	 sharpness 29.568693161010742
==> Epoch 1716/2000
==> Test
Train Loss 0.15651530027389526	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 45.0099983215332	 gHg: 19.735843658447266	 smoothness 11.262144088745117	 sharpness 33.28557205200195
==> Epoch 1717/2000
==> Test
Train Loss 0.16927021741867065	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 44.84000015258789	 gHg: 31.38494110107422	 smoothness 4.829379558563232	 sharpness 30.48443031311035
==> Epoch 1718/2000
==> Test
Train Loss 0.20491120219230652	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 45.4900016784668	 gHg: 54.39893341064453	 smoothness 14.079549789428711	 sharpness 27.56108856201172
==> Epoch 1719/2000
==> Test
Train Loss 0.1675148755311966	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 44.630001068115234	 gHg: 25.403337478637695	 smoothness 8.852728843688965	 sharpness 28.512617111206055
==> Epoch 1720/2000
==> Test
Train Loss 0.21750293672084808	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 45.150001525878906	 gHg: 84.63147735595703	 smoothness 11.164992332458496	 sharpness 32.797386169433594
==> Epoch 1721/2000
==> Test
Train Loss 0.18300411105155945	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 45.02000045776367	 gHg: 27.320892333984375	 smoothness 11.847439765930176	 sharpness 28.589183807373047
==> Epoch 1722/2000
==> Test
Train Loss 0.19498740136623383	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 44.79999923706055	 gHg: 38.49772262573242	 smoothness 5.5670881271362305	 sharpness 30.97443962097168
==> Epoch 1723/2000
==> Test
Train Loss 0.1784810572862625	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 44.880001068115234	 gHg: 62.833980560302734	 smoothness 12.748831748962402	 sharpness 33.2968635559082
==> Epoch 1724/2000
==> Test
Train Loss 0.17663288116455078	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.959999084472656	 gHg: 20.56437873840332	 smoothness 9.83390998840332	 sharpness 27.20587158203125
==> Epoch 1725/2000
==> Test
Train Loss 0.1834997981786728	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 44.7400016784668	 gHg: 45.05188751220703	 smoothness 6.7095842361450195	 sharpness 30.81630516052246
==> Epoch 1726/2000
==> Test
Train Loss 0.1859741508960724	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 45.29999923706055	 gHg: 41.43479537963867	 smoothness 12.513350486755371	 sharpness 29.529808044433594
==> Epoch 1727/2000
==> Test
Train Loss 0.1638173609972	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 45.11000061035156	 gHg: 15.041122436523438	 smoothness 7.664705753326416	 sharpness 27.033666610717773
==> Epoch 1728/2000
==> Test
Train Loss 0.1795346438884735	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 45.9900016784668	 gHg: 37.64183044433594	 smoothness 11.658493041992188	 sharpness 29.38471221923828
==> Epoch 1729/2000
==> Test
Train Loss 0.17034536600112915	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 45.2400016784668	 gHg: 19.79473876953125	 smoothness 8.440242767333984	 sharpness 27.644254684448242
==> Epoch 1730/2000
==> Test
Train Loss 0.16925866901874542	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 45.150001525878906	 gHg: 29.730735778808594	 smoothness 10.848947525024414	 sharpness 35.44893264770508
==> Epoch 1731/2000
==> Test
Train Loss 0.1494898945093155	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 45.400001525878906	 gHg: 8.480877876281738	 smoothness 7.083939552307129	 sharpness 26.96575164794922
==> Epoch 1732/2000
==> Test
Train Loss 0.1836090385913849	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 45.029998779296875	 gHg: 26.00658416748047	 smoothness 10.7385835647583	 sharpness 32.378055572509766
==> Epoch 1733/2000
==> Test
Train Loss 0.16152983903884888	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 44.68000030517578	 gHg: 17.027557373046875	 smoothness 7.171286106109619	 sharpness 27.06818389892578
==> Epoch 1734/2000
==> Test
Train Loss 0.18122389912605286	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 45.18000030517578	 gHg: 28.569326400756836	 smoothness 11.05397891998291	 sharpness 30.33970832824707
==> Epoch 1735/2000
==> Test
Train Loss 0.16085048019886017	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 44.59000015258789	 gHg: 14.390741348266602	 smoothness 7.708045959472656	 sharpness 29.97136688232422
==> Epoch 1736/2000
==> Test
Train Loss 0.17396754026412964	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.959999084472656	 gHg: 28.698617935180664	 smoothness 10.918787956237793	 sharpness 29.850858688354492
==> Epoch 1737/2000
==> Test
Train Loss 0.15817686915397644	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 44.95000076293945	 gHg: 11.19826602935791	 smoothness 9.152923583984375	 sharpness 28.917205810546875
==> Epoch 1738/2000
==> Test
Train Loss 0.1571899652481079	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 44.63999938964844	 gHg: 11.726186752319336	 smoothness 7.141513824462891	 sharpness 25.356035232543945
==> Epoch 1739/2000
==> Test
Train Loss 0.16166362166404724	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 44.65999984741211	 gHg: 13.283971786499023	 smoothness 8.515618324279785	 sharpness 28.52020835876465
==> Epoch 1740/2000
==> Test
Train Loss 0.16997210681438446	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 45.11000061035156	 gHg: 23.954303741455078	 smoothness 8.916116714477539	 sharpness 26.84341812133789
==> Epoch 1741/2000
==> Test
Train Loss 0.16489318013191223	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 45.11000061035156	 gHg: 28.184646606445312	 smoothness 11.971745491027832	 sharpness 28.231664657592773
==> Epoch 1742/2000
==> Test
Train Loss 0.15940259397029877	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 44.720001220703125	 gHg: 8.997693061828613	 smoothness 8.309758186340332	 sharpness 28.934490203857422
==> Epoch 1743/2000
==> Test
Train Loss 0.17167484760284424	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 45.15999984741211	 gHg: 26.76886749267578	 smoothness 9.82355785369873	 sharpness 31.576675415039062
==> Epoch 1744/2000
==> Test
Train Loss 0.1590593308210373	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 44.97999954223633	 gHg: 12.03824234008789	 smoothness 8.505765914916992	 sharpness 30.039888381958008
==> Epoch 1745/2000
==> Test
Train Loss 0.18560387194156647	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 44.84000015258789	 gHg: 44.570838928222656	 smoothness 8.331818580627441	 sharpness 31.926481246948242
==> Epoch 1746/2000
==> Test
Train Loss 0.18306219577789307	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 45.310001373291016	 gHg: 45.35399627685547	 smoothness 12.297544479370117	 sharpness 33.107078552246094
==> Epoch 1747/2000
==> Test
Train Loss 0.16337884962558746	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 45.040000915527344	 gHg: 31.00021743774414	 smoothness 9.006926536560059	 sharpness 33.91399383544922
==> Epoch 1748/2000
==> Test
Train Loss 0.18041352927684784	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 45.02000045776367	 gHg: 35.97337341308594	 smoothness 9.955986022949219	 sharpness 28.48935317993164
==> Epoch 1749/2000
==> Test
Train Loss 0.1613791286945343	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 45.47999954223633	 gHg: 22.207008361816406	 smoothness 9.87519645690918	 sharpness 38.42658996582031
==> Epoch 1750/2000
==> Test
Train Loss 0.17268948256969452	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 45.13999938964844	 gHg: 23.762662887573242	 smoothness 9.032313346862793	 sharpness 30.64910316467285
==> Epoch 1751/2000
==> Test
Train Loss 0.1526394635438919	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.88999938964844	 gHg: 16.174854278564453	 smoothness 9.025613784790039	 sharpness 29.167442321777344
==> Epoch 1752/2000
==> Test
Train Loss 0.16821616888046265	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.63999938964844	 gHg: 26.830650329589844	 smoothness 8.650708198547363	 sharpness 30.54507827758789
==> Epoch 1753/2000
==> Test
Train Loss 0.1664256900548935	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 44.43000030517578	 gHg: 15.208889961242676	 smoothness 10.180985450744629	 sharpness 28.297182083129883
==> Epoch 1754/2000
==> Test
Train Loss 0.17991378903388977	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 44.849998474121094	 gHg: 27.89244842529297	 smoothness 7.5454254150390625	 sharpness 31.5250186920166
==> Epoch 1755/2000
==> Test
Train Loss 0.1648566722869873	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 45.040000915527344	 gHg: 16.562175750732422	 smoothness 10.462486267089844	 sharpness 29.35679054260254
==> Epoch 1756/2000
==> Test
Train Loss 0.1614147275686264	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 44.70000076293945	 gHg: 22.923341751098633	 smoothness 6.344653129577637	 sharpness 30.645828247070312
==> Epoch 1757/2000
==> Test
Train Loss 0.18848463892936707	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 45.02000045776367	 gHg: 35.79929733276367	 smoothness 12.419846534729004	 sharpness 28.43754768371582
==> Epoch 1758/2000
==> Test
Train Loss 0.1603226512670517	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 44.900001525878906	 gHg: 16.598268508911133	 smoothness 8.714144706726074	 sharpness 27.20417022705078
==> Epoch 1759/2000
==> Test
Train Loss 0.17404183745384216	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 44.900001525878906	 gHg: 44.457252502441406	 smoothness 9.879454612731934	 sharpness 32.65929412841797
==> Epoch 1760/2000
==> Test
Train Loss 0.15240336954593658	 Train Accuracy (%): 94.81999969482422 	 Test Accuracy (%): 44.27000045776367	 gHg: 12.965174674987793	 smoothness 9.801538467407227	 sharpness 24.882320404052734
==> Epoch 1761/2000
==> Test
Train Loss 0.17423002421855927	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.869998931884766	 gHg: 39.5577392578125	 smoothness 9.29261589050293	 sharpness 28.156442642211914
==> Epoch 1762/2000
==> Test
Train Loss 0.15128670632839203	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 44.65999984741211	 gHg: 9.443645477294922	 smoothness 9.499110221862793	 sharpness 23.788949966430664
==> Epoch 1763/2000
==> Test
Train Loss 0.18096402287483215	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.900001525878906	 gHg: 42.87045669555664	 smoothness 8.768538475036621	 sharpness 30.90077781677246
==> Epoch 1764/2000
==> Test
Train Loss 0.17238835990428925	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.47999954223633	 gHg: 12.51983642578125	 smoothness 10.970967292785645	 sharpness 28.287397384643555
==> Epoch 1765/2000
==> Test
Train Loss 0.18180307745933533	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 44.52000045776367	 gHg: 34.7388801574707	 smoothness 5.852970123291016	 sharpness 29.059701919555664
==> Epoch 1766/2000
==> Test
Train Loss 0.15115521848201752	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 44.93000030517578	 gHg: 18.031370162963867	 smoothness 11.550427436828613	 sharpness 29.022724151611328
==> Epoch 1767/2000
==> Test
Train Loss 0.17470680177211761	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 44.88999938964844	 gHg: 38.12375259399414	 smoothness 6.024413585662842	 sharpness 35.404117584228516
==> Epoch 1768/2000
==> Test
Train Loss 0.1741868406534195	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 44.540000915527344	 gHg: 51.67493438720703	 smoothness 12.302797317504883	 sharpness 33.488773345947266
==> Epoch 1769/2000
==> Test
Train Loss 0.1850515455007553	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 45.0099983215332	 gHg: 27.389991760253906	 smoothness 9.815910339355469	 sharpness 27.84365463256836
==> Epoch 1770/2000
==> Test
Train Loss 0.1847500056028366	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 45.439998626708984	 gHg: 40.380531311035156	 smoothness 9.616522789001465	 sharpness 32.14342498779297
==> Epoch 1771/2000
==> Test
Train Loss 0.16873902082443237	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 44.81999969482422	 gHg: 21.795368194580078	 smoothness 10.073324203491211	 sharpness 29.52324676513672
==> Epoch 1772/2000
==> Test
Train Loss 0.16949842870235443	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 45.189998626708984	 gHg: 33.8311767578125	 smoothness 8.379779815673828	 sharpness 31.810270309448242
==> Epoch 1773/2000
==> Test
Train Loss 0.14738361537456512	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 44.7599983215332	 gHg: 7.916071891784668	 smoothness 9.617156982421875	 sharpness 26.126522064208984
==> Epoch 1774/2000
==> Test
Train Loss 0.17823663353919983	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 44.5099983215332	 gHg: 22.081645965576172	 smoothness 6.382093906402588	 sharpness 28.426939010620117
==> Epoch 1775/2000
==> Test
Train Loss 0.16643941402435303	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 44.43000030517578	 gHg: 25.662765502929688	 smoothness 10.751039505004883	 sharpness 31.379989624023438
==> Epoch 1776/2000
==> Test
Train Loss 0.16725054383277893	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 44.869998931884766	 gHg: 17.758747100830078	 smoothness 8.630607604980469	 sharpness 31.522802352905273
==> Epoch 1777/2000
==> Test
Train Loss 0.16859276592731476	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 44.79999923706055	 gHg: 30.60573959350586	 smoothness 9.791366577148438	 sharpness 29.114925384521484
==> Epoch 1778/2000
==> Test
Train Loss 0.1626325249671936	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.560001373291016	 gHg: 16.705141067504883	 smoothness 10.44062328338623	 sharpness 27.190113067626953
==> Epoch 1779/2000
==> Test
Train Loss 0.1722922921180725	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 45.15999984741211	 gHg: 22.544498443603516	 smoothness 7.686339378356934	 sharpness 34.40203857421875
==> Epoch 1780/2000
==> Test
Train Loss 0.1769637018442154	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 44.900001525878906	 gHg: 22.474811553955078	 smoothness 10.664888381958008	 sharpness 27.774389266967773
==> Epoch 1781/2000
==> Test
Train Loss 0.15898394584655762	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 45.33000183105469	 gHg: 8.646796226501465	 smoothness 8.59231948852539	 sharpness 31.354459762573242
==> Epoch 1782/2000
==> Test
Train Loss 0.16654613614082336	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 45.5	 gHg: 18.30077362060547	 smoothness 9.144021987915039	 sharpness 28.37230682373047
==> Epoch 1783/2000
==> Test
Train Loss 0.1657584309577942	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 45.619998931884766	 gHg: 35.44841003417969	 smoothness 9.732795715332031	 sharpness 36.181785583496094
==> Epoch 1784/2000
==> Test
Train Loss 0.17467325925827026	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 44.869998931884766	 gHg: 28.484895706176758	 smoothness 10.704468727111816	 sharpness 33.05540084838867
==> Epoch 1785/2000
==> Test
Train Loss 0.1679111123085022	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 45.06999969482422	 gHg: 29.190296173095703	 smoothness 10.923063278198242	 sharpness 29.654972076416016
==> Epoch 1786/2000
==> Test
Train Loss 0.1619592010974884	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 45.09000015258789	 gHg: 15.246919631958008	 smoothness 8.274616241455078	 sharpness 27.577604293823242
==> Epoch 1787/2000
==> Test
Train Loss 0.1707037389278412	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 44.83000183105469	 gHg: 27.262487411499023	 smoothness 8.747420310974121	 sharpness 31.71755599975586
==> Epoch 1788/2000
==> Test
Train Loss 0.15584726631641388	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 44.720001220703125	 gHg: 16.381290435791016	 smoothness 8.57155990600586	 sharpness 28.46746063232422
==> Epoch 1789/2000
==> Test
Train Loss 0.1718563288450241	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 45.68000030517578	 gHg: 53.0213737487793	 smoothness 10.550508499145508	 sharpness 31.89100456237793
==> Epoch 1790/2000
==> Test
Train Loss 0.17304348945617676	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.11000061035156	 gHg: 32.40871047973633	 smoothness 11.288902282714844	 sharpness 28.796228408813477
==> Epoch 1791/2000
==> Test
Train Loss 0.1848619282245636	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 45.099998474121094	 gHg: 53.907264709472656	 smoothness 11.15492057800293	 sharpness 35.24769973754883
==> Epoch 1792/2000
==> Test
Train Loss 0.15871235728263855	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 45.27000045776367	 gHg: 23.914112091064453	 smoothness 10.394673347473145	 sharpness 28.9842472076416
==> Epoch 1793/2000
==> Test
Train Loss 0.18172156810760498	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 45.130001068115234	 gHg: 40.65301513671875	 smoothness 8.529112815856934	 sharpness 38.992984771728516
==> Epoch 1794/2000
==> Test
Train Loss 0.1610695868730545	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 44.18000030517578	 gHg: 19.134906768798828	 smoothness 10.445524215698242	 sharpness 26.072364807128906
==> Epoch 1795/2000
==> Test
Train Loss 0.1856306791305542	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 44.41999816894531	 gHg: 44.51090621948242	 smoothness 8.971270561218262	 sharpness 37.77717971801758
==> Epoch 1796/2000
==> Test
Train Loss 0.1730320155620575	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 44.81999969482422	 gHg: 21.387805938720703	 smoothness 10.674827575683594	 sharpness 28.046998977661133
==> Epoch 1797/2000
==> Test
Train Loss 0.16957353055477142	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 44.790000915527344	 gHg: 25.94023323059082	 smoothness 8.030232429504395	 sharpness 29.928682327270508
==> Epoch 1798/2000
==> Test
Train Loss 0.1593324989080429	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 44.630001068115234	 gHg: 15.985464096069336	 smoothness 10.20907974243164	 sharpness 28.94517707824707
==> Epoch 1799/2000
==> Test
Train Loss 0.1703052669763565	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 44.66999816894531	 gHg: 21.77143096923828	 smoothness 6.370878219604492	 sharpness 29.998077392578125
==> Epoch 1800/2000
==> Test
Train Loss 0.1403844803571701	 Train Accuracy (%): 95.05999755859375 	 Test Accuracy (%): 44.290000915527344	 gHg: 9.730417251586914	 smoothness 10.104098320007324	 sharpness 29.085330963134766
==> Epoch 1801/2000
==> Test
Train Loss 0.1597796082496643	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 45.060001373291016	 gHg: 20.09646987915039	 smoothness 7.569703102111816	 sharpness 28.821435928344727
==> Epoch 1802/2000
==> Test
Train Loss 0.1490856558084488	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 44.650001525878906	 gHg: 8.84991455078125	 smoothness 7.842720985412598	 sharpness 28.11363983154297
==> Epoch 1803/2000
==> Test
Train Loss 0.17365612089633942	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.93000030517578	 gHg: 32.37162780761719	 smoothness 9.674836158752441	 sharpness 31.126625061035156
==> Epoch 1804/2000
==> Test
Train Loss 0.1643051952123642	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 45.619998931884766	 gHg: 13.711374282836914	 smoothness 10.265851020812988	 sharpness 26.630380630493164
==> Epoch 1805/2000
==> Test
Train Loss 0.16846422851085663	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 44.7599983215332	 gHg: 30.327651977539062	 smoothness 8.006279945373535	 sharpness 30.177392959594727
==> Epoch 1806/2000
==> Test
Train Loss 0.16046470403671265	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 44.56999969482422	 gHg: 20.019245147705078	 smoothness 10.925799369812012	 sharpness 29.762901306152344
==> Epoch 1807/2000
==> Test
Train Loss 0.161885067820549	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 45.04999923706055	 gHg: 25.827669143676758	 smoothness 7.6125054359436035	 sharpness 28.049123764038086
==> Epoch 1808/2000
==> Test
Train Loss 0.17354397475719452	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 44.72999954223633	 gHg: 43.91570281982422	 smoothness 12.423724174499512	 sharpness 30.36449432373047
==> Epoch 1809/2000
==> Test
Train Loss 0.16198712587356567	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 44.369998931884766	 gHg: 28.655132293701172	 smoothness 10.194092750549316	 sharpness 35.13478469848633
==> Epoch 1810/2000
==> Test
Train Loss 0.16579672694206238	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 45.540000915527344	 gHg: 36.129554748535156	 smoothness 10.17062759399414	 sharpness 28.10696792602539
==> Epoch 1811/2000
==> Test
Train Loss 0.15016721189022064	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 45.130001068115234	 gHg: 16.985923767089844	 smoothness 11.110267639160156	 sharpness 24.697864532470703
==> Epoch 1812/2000
==> Test
Train Loss 0.15807153284549713	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 44.900001525878906	 gHg: 19.048545837402344	 smoothness 7.534276008605957	 sharpness 26.675174713134766
==> Epoch 1813/2000
==> Test
Train Loss 0.15264283120632172	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 44.81999969482422	 gHg: 22.557872772216797	 smoothness 8.940220832824707	 sharpness 28.979137420654297
==> Epoch 1814/2000
==> Test
Train Loss 0.15249256789684296	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 45.369998931884766	 gHg: 12.911052703857422	 smoothness 9.40744686126709	 sharpness 27.206932067871094
==> Epoch 1815/2000
==> Test
Train Loss 0.15583865344524384	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 45.060001373291016	 gHg: 14.24735164642334	 smoothness 7.241130352020264	 sharpness 28.572660446166992
==> Epoch 1816/2000
==> Test
Train Loss 0.14844481647014618	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 44.779998779296875	 gHg: 22.387588500976562	 smoothness 8.901554107666016	 sharpness 29.96358299255371
==> Epoch 1817/2000
==> Test
Train Loss 0.16038833558559418	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 45.099998474121094	 gHg: 18.193519592285156	 smoothness 10.719745635986328	 sharpness 28.453092575073242
==> Epoch 1818/2000
==> Test
Train Loss 0.1550890952348709	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 45.189998626708984	 gHg: 13.716010093688965	 smoothness 8.18571662902832	 sharpness 25.9396915435791
==> Epoch 1819/2000
==> Test
Train Loss 0.167671337723732	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 45.0099983215332	 gHg: 13.914981842041016	 smoothness 9.235790252685547	 sharpness 25.289003372192383
==> Epoch 1820/2000
==> Test
Train Loss 0.14714163541793823	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 44.54999923706055	 gHg: 14.8729887008667	 smoothness 8.067215919494629	 sharpness 27.119892120361328
==> Epoch 1821/2000
==> Test
Train Loss 0.14876553416252136	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.70000076293945	 gHg: 12.916749954223633	 smoothness 10.07669448852539	 sharpness 25.470746994018555
==> Epoch 1822/2000
==> Test
Train Loss 0.1693429797887802	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 44.58000183105469	 gHg: 18.10877799987793	 smoothness 7.6688337326049805	 sharpness 33.222679138183594
==> Epoch 1823/2000
==> Test
Train Loss 0.15197649598121643	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 44.400001525878906	 gHg: 12.301576614379883	 smoothness 10.287504196166992	 sharpness 26.869747161865234
==> Epoch 1824/2000
==> Test
Train Loss 0.1551901400089264	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.70000076293945	 gHg: 11.41789722442627	 smoothness 7.6591386795043945	 sharpness 34.27482986450195
==> Epoch 1825/2000
==> Test
Train Loss 0.15582403540611267	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 45.27000045776367	 gHg: 11.462783813476562	 smoothness 9.801095962524414	 sharpness 27.32583236694336
==> Epoch 1826/2000
==> Test
Train Loss 0.1556236296892166	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 44.95000076293945	 gHg: 5.712721824645996	 smoothness 7.315108776092529	 sharpness 28.50916862487793
==> Epoch 1827/2000
==> Test
Train Loss 0.14777468144893646	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 45.119998931884766	 gHg: 11.77260971069336	 smoothness 9.844160079956055	 sharpness 27.288663864135742
==> Epoch 1828/2000
==> Test
Train Loss 0.14719997346401215	 Train Accuracy (%): 94.76000213623047 	 Test Accuracy (%): 45.08000183105469	 gHg: 14.21181869506836	 smoothness 7.7428297996521	 sharpness 27.453868865966797
==> Epoch 1829/2000
==> Test
Train Loss 0.14138107001781464	 Train Accuracy (%): 95.18000030517578 	 Test Accuracy (%): 45.06999969482422	 gHg: 11.077116012573242	 smoothness 9.964409828186035	 sharpness 27.97721290588379
==> Epoch 1830/2000
==> Test
Train Loss 0.14463452994823456	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 45.029998779296875	 gHg: 15.43691635131836	 smoothness 7.083470344543457	 sharpness 31.572072982788086
==> Epoch 1831/2000
==> Test
Train Loss 0.1617797464132309	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 44.97999954223633	 gHg: 20.863981246948242	 smoothness 10.349839210510254	 sharpness 27.32206916809082
==> Epoch 1832/2000
==> Test
Train Loss 0.15171682834625244	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 44.880001068115234	 gHg: 19.031557083129883	 smoothness 9.186942100524902	 sharpness 25.98904800415039
==> Epoch 1833/2000
==> Test
Train Loss 0.14190690219402313	 Train Accuracy (%): 95.22000122070312 	 Test Accuracy (%): 44.599998474121094	 gHg: 10.418741226196289	 smoothness 9.892136573791504	 sharpness 26.636306762695312
==> Epoch 1834/2000
==> Test
Train Loss 0.15184620022773743	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 44.310001373291016	 gHg: 20.8584041595459	 smoothness 6.4895405769348145	 sharpness 35.06259536743164
==> Epoch 1835/2000
==> Test
Train Loss 0.14892517030239105	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 44.38999938964844	 gHg: 13.598807334899902	 smoothness 9.898025512695312	 sharpness 30.232824325561523
==> Epoch 1836/2000
==> Test
Train Loss 0.14096003770828247	 Train Accuracy (%): 95.23999786376953 	 Test Accuracy (%): 44.279998779296875	 gHg: 15.862756729125977	 smoothness 6.801944255828857	 sharpness 26.35304832458496
==> Epoch 1837/2000
==> Test
Train Loss 0.16516521573066711	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 44.869998931884766	 gHg: 21.352794647216797	 smoothness 11.796504020690918	 sharpness 31.800508499145508
==> Epoch 1838/2000
==> Test
Train Loss 0.15382246673107147	 Train Accuracy (%): 94.5999984741211 	 Test Accuracy (%): 45.060001373291016	 gHg: 16.747594833374023	 smoothness 7.3981032371521	 sharpness 26.95322036743164
==> Epoch 1839/2000
==> Test
Train Loss 0.1478453278541565	 Train Accuracy (%): 95.0199966430664 	 Test Accuracy (%): 44.83000183105469	 gHg: 14.299049377441406	 smoothness 10.507259368896484	 sharpness 29.28325653076172
==> Epoch 1840/2000
==> Test
Train Loss 0.1458517163991928	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 44.869998931884766	 gHg: 22.41219711303711	 smoothness 7.131625175476074	 sharpness 26.22458267211914
==> Epoch 1841/2000
==> Test
Train Loss 0.15767621994018555	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 45.209999084472656	 gHg: 20.72457504272461	 smoothness 11.27877140045166	 sharpness 28.225605010986328
==> Epoch 1842/2000
==> Test
Train Loss 0.15679813921451569	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 45.22999954223633	 gHg: 22.821983337402344	 smoothness 6.9798970222473145	 sharpness 29.767499923706055
==> Epoch 1843/2000
==> Test
Train Loss 0.14638054370880127	 Train Accuracy (%): 95.16000366210938 	 Test Accuracy (%): 44.880001068115234	 gHg: 15.724954605102539	 smoothness 10.815410614013672	 sharpness 28.700931549072266
==> Epoch 1844/2000
==> Test
Train Loss 0.17410284280776978	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 45.25	 gHg: 33.493873596191406	 smoothness 7.026874542236328	 sharpness 29.06087303161621
==> Epoch 1845/2000
==> Test
Train Loss 0.1437467634677887	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 45.09000015258789	 gHg: 17.90931510925293	 smoothness 11.294285774230957	 sharpness 26.39094352722168
==> Epoch 1846/2000
==> Test
Train Loss 0.16331951320171356	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 44.88999938964844	 gHg: 19.78611183166504	 smoothness 6.267897605895996	 sharpness 27.651470184326172
==> Epoch 1847/2000
==> Test
Train Loss 0.15082202851772308	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 44.869998931884766	 gHg: 23.109954833984375	 smoothness 11.960733413696289	 sharpness 28.000158309936523
==> Epoch 1848/2000
==> Test
Train Loss 0.1660623848438263	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 45.36000061035156	 gHg: 14.120768547058105	 smoothness 6.969480991363525	 sharpness 28.25248908996582
==> Epoch 1849/2000
==> Test
Train Loss 0.15424707531929016	 Train Accuracy (%): 94.76000213623047 	 Test Accuracy (%): 44.630001068115234	 gHg: 17.179523468017578	 smoothness 9.468544006347656	 sharpness 28.500530242919922
==> Epoch 1850/2000
==> Test
Train Loss 0.16026335954666138	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 44.869998931884766	 gHg: 27.398509979248047	 smoothness 8.177624702453613	 sharpness 28.649906158447266
==> Epoch 1851/2000
==> Test
Train Loss 0.15824884176254272	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 44.77000045776367	 gHg: 27.011228561401367	 smoothness 11.474609375	 sharpness 30.29429817199707
==> Epoch 1852/2000
==> Test
Train Loss 0.1540900468826294	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 44.45000076293945	 gHg: 13.251935958862305	 smoothness 7.768885135650635	 sharpness 27.132854461669922
==> Epoch 1853/2000
==> Test
Train Loss 0.15174445509910583	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 44.029998779296875	 gHg: 21.87993621826172	 smoothness 8.657035827636719	 sharpness 25.771970748901367
==> Epoch 1854/2000
==> Test
Train Loss 0.16771824657917023	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 44.40999984741211	 gHg: 21.670337677001953	 smoothness 9.372310638427734	 sharpness 30.24319076538086
==> Epoch 1855/2000
==> Test
Train Loss 0.15683309733867645	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.7599983215332	 gHg: 22.631929397583008	 smoothness 9.437827110290527	 sharpness 26.85594367980957
==> Epoch 1856/2000
==> Test
Train Loss 0.15700305998325348	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.93000030517578	 gHg: 13.812049865722656	 smoothness 7.885148048400879	 sharpness 26.540573120117188
==> Epoch 1857/2000
==> Test
Train Loss 0.16774094104766846	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 44.810001373291016	 gHg: 64.16709899902344	 smoothness 11.818224906921387	 sharpness 40.78712463378906
==> Epoch 1858/2000
==> Test
Train Loss 0.1607770472764969	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 45.15999984741211	 gHg: 35.03717041015625	 smoothness 12.388705253601074	 sharpness 37.34980773925781
==> Epoch 1859/2000
==> Test
Train Loss 0.15713153779506683	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 45.16999816894531	 gHg: 29.610271453857422	 smoothness 7.115865707397461	 sharpness 30.070579528808594
==> Epoch 1860/2000
==> Test
Train Loss 0.15682129561901093	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 45.189998626708984	 gHg: 30.408740997314453	 smoothness 12.047747611999512	 sharpness 33.159297943115234
==> Epoch 1861/2000
==> Test
Train Loss 0.1744234263896942	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 45.36000061035156	 gHg: 23.292924880981445	 smoothness 7.382470607757568	 sharpness 28.013219833374023
==> Epoch 1862/2000
==> Test
Train Loss 0.15971116721630096	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 44.66999816894531	 gHg: 26.91425323486328	 smoothness 9.756390571594238	 sharpness 32.29859161376953
==> Epoch 1863/2000
==> Test
Train Loss 0.16013573110103607	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 44.720001220703125	 gHg: 29.402084350585938	 smoothness 11.598688125610352	 sharpness 35.586570739746094
==> Epoch 1864/2000
==> Test
Train Loss 0.14340780675411224	 Train Accuracy (%): 94.95999908447266 	 Test Accuracy (%): 44.72999954223633	 gHg: 7.510146141052246	 smoothness 8.529221534729004	 sharpness 25.428173065185547
==> Epoch 1865/2000
==> Test
Train Loss 0.14802590012550354	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.849998474121094	 gHg: 18.753217697143555	 smoothness 8.17381763458252	 sharpness 28.940799713134766
==> Epoch 1866/2000
==> Test
Train Loss 0.1398230791091919	 Train Accuracy (%): 95.16000366210938 	 Test Accuracy (%): 44.369998931884766	 gHg: 7.5483317375183105	 smoothness 8.737918853759766	 sharpness 27.35650634765625
==> Epoch 1867/2000
==> Test
Train Loss 0.15926790237426758	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 44.939998626708984	 gHg: 28.92269515991211	 smoothness 8.156915664672852	 sharpness 30.2116756439209
==> Epoch 1868/2000
==> Test
Train Loss 0.14492447674274445	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 44.849998474121094	 gHg: 14.512700080871582	 smoothness 10.847397804260254	 sharpness 31.35422706604004
==> Epoch 1869/2000
==> Test
Train Loss 0.16229753196239471	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 44.709999084472656	 gHg: 26.67641830444336	 smoothness 8.340490341186523	 sharpness 32.71411895751953
==> Epoch 1870/2000
==> Test
Train Loss 0.1656043529510498	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 44.810001373291016	 gHg: 45.133087158203125	 smoothness 11.177218437194824	 sharpness 36.21928024291992
==> Epoch 1871/2000
==> Test
Train Loss 0.15724754333496094	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 45.18000030517578	 gHg: 33.018009185791016	 smoothness 12.912910461425781	 sharpness 34.662330627441406
==> Epoch 1872/2000
==> Test
Train Loss 0.15145859122276306	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 45.31999969482422	 gHg: 10.878832817077637	 smoothness 8.364487648010254	 sharpness 27.658506393432617
==> Epoch 1873/2000
==> Test
Train Loss 0.151761993765831	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 45.41999816894531	 gHg: 12.607017517089844	 smoothness 8.467519760131836	 sharpness 25.58104133605957
==> Epoch 1874/2000
==> Test
Train Loss 0.15101023018360138	 Train Accuracy (%): 95.12000274658203 	 Test Accuracy (%): 45.06999969482422	 gHg: 9.935867309570312	 smoothness 8.986856460571289	 sharpness 27.409496307373047
==> Epoch 1875/2000
==> Test
Train Loss 0.14850206673145294	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 44.939998626708984	 gHg: 10.834609031677246	 smoothness 8.216513633728027	 sharpness 34.250301361083984
==> Epoch 1876/2000
==> Test
Train Loss 0.15368054807186127	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 45.099998474121094	 gHg: 17.31821632385254	 smoothness 7.100660800933838	 sharpness 28.810436248779297
==> Epoch 1877/2000
==> Test
Train Loss 0.14845992624759674	 Train Accuracy (%): 94.91999816894531 	 Test Accuracy (%): 45.209999084472656	 gHg: 10.310873031616211	 smoothness 8.624993324279785	 sharpness 26.098154067993164
==> Epoch 1878/2000
==> Test
Train Loss 0.1703648567199707	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 45.4900016784668	 gHg: 24.36369514465332	 smoothness 9.298102378845215	 sharpness 34.12746810913086
==> Epoch 1879/2000
==> Test
Train Loss 0.15338942408561707	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 45.099998474121094	 gHg: 24.244190216064453	 smoothness 10.040254592895508	 sharpness 32.26805877685547
==> Epoch 1880/2000
==> Test
Train Loss 0.15387918055057526	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 44.41999816894531	 gHg: 17.122055053710938	 smoothness 8.32485294342041	 sharpness 32.45640563964844
==> Epoch 1881/2000
==> Test
Train Loss 0.1679421365261078	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 45.459999084472656	 gHg: 56.996307373046875	 smoothness 10.126764297485352	 sharpness 45.46700668334961
==> Epoch 1882/2000
==> Test
Train Loss 0.13828891515731812	 Train Accuracy (%): 95.19999694824219 	 Test Accuracy (%): 45.040000915527344	 gHg: 14.475736618041992	 smoothness 9.793415069580078	 sharpness 28.651037216186523
==> Epoch 1883/2000
==> Test
Train Loss 0.17689193785190582	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 44.91999816894531	 gHg: 36.47955322265625	 smoothness 9.311358451843262	 sharpness 32.414058685302734
==> Epoch 1884/2000
==> Test
Train Loss 0.16334713995456696	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 44.59000015258789	 gHg: 26.02121353149414	 smoothness 8.890332221984863	 sharpness 43.1519889831543
==> Epoch 1885/2000
==> Test
Train Loss 0.1767926961183548	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 45.02000045776367	 gHg: 34.44063186645508	 smoothness 9.931299209594727	 sharpness 29.673620223999023
==> Epoch 1886/2000
==> Test
Train Loss 0.15827681124210358	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 44.7599983215332	 gHg: 31.26399040222168	 smoothness 9.024770736694336	 sharpness 34.18069839477539
==> Epoch 1887/2000
==> Test
Train Loss 0.15797412395477295	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 44.619998931884766	 gHg: 18.68846321105957	 smoothness 10.252663612365723	 sharpness 28.67505645751953
==> Epoch 1888/2000
==> Test
Train Loss 0.1606278121471405	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.630001068115234	 gHg: 23.884428024291992	 smoothness 6.958169937133789	 sharpness 28.49190902709961
==> Epoch 1889/2000
==> Test
Train Loss 0.13870036602020264	 Train Accuracy (%): 95.22000122070312 	 Test Accuracy (%): 44.060001373291016	 gHg: 19.382720947265625	 smoothness 11.514422416687012	 sharpness 27.280532836914062
==> Epoch 1890/2000
==> Test
Train Loss 0.15668335556983948	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.95000076293945	 gHg: 19.64100456237793	 smoothness 6.731385707855225	 sharpness 27.43010711669922
==> Epoch 1891/2000
==> Test
Train Loss 0.16686035692691803	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 44.40999984741211	 gHg: 29.308298110961914	 smoothness 11.980613708496094	 sharpness 31.26934814453125
==> Epoch 1892/2000
==> Test
Train Loss 0.16122445464134216	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 44.66999816894531	 gHg: 19.957286834716797	 smoothness 6.953729629516602	 sharpness 26.613521575927734
==> Epoch 1893/2000
==> Test
Train Loss 0.16240531206130981	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 44.529998779296875	 gHg: 20.91292381286621	 smoothness 11.343766212463379	 sharpness 29.92928123474121
==> Epoch 1894/2000
==> Test
Train Loss 0.17424076795578003	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.79999923706055	 gHg: 22.525638580322266	 smoothness 8.33371353149414	 sharpness 28.913875579833984
==> Epoch 1895/2000
==> Test
Train Loss 0.14635680615901947	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 44.529998779296875	 gHg: 15.714892387390137	 smoothness 10.309468269348145	 sharpness 27.31571388244629
==> Epoch 1896/2000
==> Test
Train Loss 0.15805749595165253	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 45.099998474121094	 gHg: 20.557247161865234	 smoothness 7.3600006103515625	 sharpness 26.074460983276367
==> Epoch 1897/2000
==> Test
Train Loss 0.15616300702095032	 Train Accuracy (%): 94.76000213623047 	 Test Accuracy (%): 44.81999969482422	 gHg: 15.85924243927002	 smoothness 10.308541297912598	 sharpness 27.881193161010742
==> Epoch 1898/2000
==> Test
Train Loss 0.1461111158132553	 Train Accuracy (%): 94.81999969482422 	 Test Accuracy (%): 44.849998474121094	 gHg: 20.060611724853516	 smoothness 8.504305839538574	 sharpness 32.210086822509766
==> Epoch 1899/2000
==> Test
Train Loss 0.14830362796783447	 Train Accuracy (%): 94.5999984741211 	 Test Accuracy (%): 45.029998779296875	 gHg: 9.343446731567383	 smoothness 8.59949779510498	 sharpness 25.011070251464844
==> Epoch 1900/2000
==> Test
Train Loss 0.16542010009288788	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 45.209999084472656	 gHg: 26.776613235473633	 smoothness 8.585628509521484	 sharpness 30.101673126220703
==> Epoch 1901/2000
==> Test
Train Loss 0.14207276701927185	 Train Accuracy (%): 95.36000061035156 	 Test Accuracy (%): 44.849998474121094	 gHg: 9.010972023010254	 smoothness 8.968645095825195	 sharpness 27.358535766601562
==> Epoch 1902/2000
==> Test
Train Loss 0.13362900912761688	 Train Accuracy (%): 95.26000213623047 	 Test Accuracy (%): 44.720001220703125	 gHg: 12.999831199645996	 smoothness 7.667075157165527	 sharpness 28.315587997436523
==> Epoch 1903/2000
==> Test
Train Loss 0.13766281306743622	 Train Accuracy (%): 94.95999908447266 	 Test Accuracy (%): 44.90999984741211	 gHg: 15.053206443786621	 smoothness 9.558511734008789	 sharpness 32.4600715637207
==> Epoch 1904/2000
==> Test
Train Loss 0.13570572435855865	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 44.7599983215332	 gHg: 18.901063919067383	 smoothness 7.92555046081543	 sharpness 35.44873809814453
==> Epoch 1905/2000
==> Test
Train Loss 0.1406203955411911	 Train Accuracy (%): 94.87999725341797 	 Test Accuracy (%): 45.5	 gHg: 15.586936950683594	 smoothness 10.027586936950684	 sharpness 30.5700626373291
==> Epoch 1906/2000
==> Test
Train Loss 0.15772946178913116	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 45.13999938964844	 gHg: 22.705774307250977	 smoothness 7.470345973968506	 sharpness 34.12493133544922
==> Epoch 1907/2000
==> Test
Train Loss 0.1495945006608963	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 45.349998474121094	 gHg: 26.43914222717285	 smoothness 12.565939903259277	 sharpness 26.27626609802246
==> Epoch 1908/2000
==> Test
Train Loss 0.13262659311294556	 Train Accuracy (%): 95.23999786376953 	 Test Accuracy (%): 45.310001373291016	 gHg: 9.12324333190918	 smoothness 8.553291320800781	 sharpness 24.599302291870117
==> Epoch 1909/2000
==> Test
Train Loss 0.1452075093984604	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 45.279998779296875	 gHg: 19.628284454345703	 smoothness 7.43682861328125	 sharpness 24.47409439086914
==> Epoch 1910/2000
==> Test
Train Loss 0.14725345373153687	 Train Accuracy (%): 95.0 	 Test Accuracy (%): 44.810001373291016	 gHg: 14.927590370178223	 smoothness 10.356728553771973	 sharpness 25.23134994506836
==> Epoch 1911/2000
==> Test
Train Loss 0.15034928917884827	 Train Accuracy (%): 94.9000015258789 	 Test Accuracy (%): 44.66999816894531	 gHg: 20.24427032470703	 smoothness 6.801096439361572	 sharpness 28.034175872802734
==> Epoch 1912/2000
==> Test
Train Loss 0.15343046188354492	 Train Accuracy (%): 94.83999633789062 	 Test Accuracy (%): 45.06999969482422	 gHg: 16.87401580810547	 smoothness 9.353621482849121	 sharpness 32.561431884765625
==> Epoch 1913/2000
==> Test
Train Loss 0.15045270323753357	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 44.72999954223633	 gHg: 29.75705337524414	 smoothness 8.468426704406738	 sharpness 31.736610412597656
==> Epoch 1914/2000
==> Test
Train Loss 0.14640185236930847	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 45.060001373291016	 gHg: 35.535240173339844	 smoothness 11.916550636291504	 sharpness 39.938934326171875
==> Epoch 1915/2000
==> Test
Train Loss 0.1625182181596756	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 44.83000183105469	 gHg: 33.175498962402344	 smoothness 9.364880561828613	 sharpness 29.716049194335938
==> Epoch 1916/2000
==> Test
Train Loss 0.18036699295043945	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 45.45000076293945	 gHg: 46.02481460571289	 smoothness 11.364917755126953	 sharpness 37.151615142822266
==> Epoch 1917/2000
==> Test
Train Loss 0.14535048604011536	 Train Accuracy (%): 95.05999755859375 	 Test Accuracy (%): 44.9900016784668	 gHg: 15.097822189331055	 smoothness 9.731462478637695	 sharpness 29.763444900512695
==> Epoch 1918/2000
==> Test
Train Loss 0.16419382393360138	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 44.81999969482422	 gHg: 33.34275817871094	 smoothness 9.294663429260254	 sharpness 30.88577651977539
==> Epoch 1919/2000
==> Test
Train Loss 0.1440887600183487	 Train Accuracy (%): 94.83999633789062 	 Test Accuracy (%): 44.220001220703125	 gHg: 19.604297637939453	 smoothness 10.772663116455078	 sharpness 29.660951614379883
==> Epoch 1920/2000
==> Test
Train Loss 0.1457885056734085	 Train Accuracy (%): 95.05999755859375 	 Test Accuracy (%): 44.40999984741211	 gHg: 21.30038833618164	 smoothness 7.944369316101074	 sharpness 29.253793716430664
==> Epoch 1921/2000
==> Test
Train Loss 0.1441291719675064	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 44.7400016784668	 gHg: 19.947872161865234	 smoothness 9.341927528381348	 sharpness 31.734554290771484
==> Epoch 1922/2000
==> Test
Train Loss 0.1374325007200241	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 44.97999954223633	 gHg: 23.21442413330078	 smoothness 9.644899368286133	 sharpness 28.074928283691406
==> Epoch 1923/2000
==> Test
Train Loss 0.15553835034370422	 Train Accuracy (%): 94.5999984741211 	 Test Accuracy (%): 44.61000061035156	 gHg: 22.22120475769043	 smoothness 10.700305938720703	 sharpness 43.37938690185547
==> Epoch 1924/2000
==> Test
Train Loss 0.14487223327159882	 Train Accuracy (%): 95.0 	 Test Accuracy (%): 44.81999969482422	 gHg: 13.312948226928711	 smoothness 7.9841437339782715	 sharpness 28.006132125854492
==> Epoch 1925/2000
==> Test
Train Loss 0.14328500628471375	 Train Accuracy (%): 95.12000274658203 	 Test Accuracy (%): 45.040000915527344	 gHg: 19.05596160888672	 smoothness 9.866353034973145	 sharpness 26.778484344482422
==> Epoch 1926/2000
==> Test
Train Loss 0.15215733647346497	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.58000183105469	 gHg: 12.26512336730957	 smoothness 9.31546401977539	 sharpness 30.132644653320312
==> Epoch 1927/2000
==> Test
Train Loss 0.15023131668567657	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.66999816894531	 gHg: 24.579708099365234	 smoothness 7.124305248260498	 sharpness 28.755050659179688
==> Epoch 1928/2000
==> Test
Train Loss 0.14333178102970123	 Train Accuracy (%): 95.16000366210938 	 Test Accuracy (%): 44.56999969482422	 gHg: 17.255859375	 smoothness 11.553234100341797	 sharpness 26.908105850219727
==> Epoch 1929/2000
==> Test
Train Loss 0.1331695020198822	 Train Accuracy (%): 95.44000244140625 	 Test Accuracy (%): 45.13999938964844	 gHg: 13.658576965332031	 smoothness 8.411500930786133	 sharpness 25.688337326049805
==> Epoch 1930/2000
==> Test
Train Loss 0.13953854143619537	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 45.08000183105469	 gHg: 11.855682373046875	 smoothness 9.90026569366455	 sharpness 27.26065444946289
==> Epoch 1931/2000
==> Test
Train Loss 0.13654685020446777	 Train Accuracy (%): 95.33999633789062 	 Test Accuracy (%): 44.72999954223633	 gHg: 10.497363090515137	 smoothness 7.4554033279418945	 sharpness 26.54758644104004
==> Epoch 1932/2000
==> Test
Train Loss 0.14505767822265625	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 44.7400016784668	 gHg: 15.464690208435059	 smoothness 9.862879753112793	 sharpness 27.40561294555664
==> Epoch 1933/2000
==> Test
Train Loss 0.15066015720367432	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 44.40999984741211	 gHg: 13.776378631591797	 smoothness 7.01589298248291	 sharpness 27.489261627197266
==> Epoch 1934/2000
==> Test
Train Loss 0.1412804126739502	 Train Accuracy (%): 95.30000305175781 	 Test Accuracy (%): 45.04999923706055	 gHg: 28.025175094604492	 smoothness 11.063365936279297	 sharpness 38.148704528808594
==> Epoch 1935/2000
==> Test
Train Loss 0.1416107416152954	 Train Accuracy (%): 95.19999694824219 	 Test Accuracy (%): 45.08000183105469	 gHg: 14.613004684448242	 smoothness 9.804983139038086	 sharpness 27.655208587646484
==> Epoch 1936/2000
==> Test
Train Loss 0.13647720217704773	 Train Accuracy (%): 95.33999633789062 	 Test Accuracy (%): 45.11000061035156	 gHg: 15.469951629638672	 smoothness 7.619104862213135	 sharpness 28.784732818603516
==> Epoch 1937/2000
==> Test
Train Loss 0.1348528116941452	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 44.95000076293945	 gHg: 21.436054229736328	 smoothness 10.531964302062988	 sharpness 27.90337371826172
==> Epoch 1938/2000
==> Test
Train Loss 0.13323603570461273	 Train Accuracy (%): 95.55999755859375 	 Test Accuracy (%): 44.84000015258789	 gHg: 12.771600723266602	 smoothness 8.08522891998291	 sharpness 28.19354820251465
==> Epoch 1939/2000
==> Test
Train Loss 0.1490710824728012	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 45.130001068115234	 gHg: 35.45481872558594	 smoothness 11.745622634887695	 sharpness 31.089313507080078
==> Epoch 1940/2000
==> Test
Train Loss 0.13302946090698242	 Train Accuracy (%): 95.27999877929688 	 Test Accuracy (%): 44.93000030517578	 gHg: 6.622678756713867	 smoothness 9.98603343963623	 sharpness 27.267793655395508
==> Epoch 1941/2000
==> Test
Train Loss 0.1359373927116394	 Train Accuracy (%): 95.31999969482422 	 Test Accuracy (%): 45.189998626708984	 gHg: 24.755544662475586	 smoothness 7.339980125427246	 sharpness 28.215301513671875
==> Epoch 1942/2000
==> Test
Train Loss 0.13427291810512543	 Train Accuracy (%): 95.41999816894531 	 Test Accuracy (%): 45.36000061035156	 gHg: 14.945676803588867	 smoothness 10.911879539489746	 sharpness 25.91151237487793
==> Epoch 1943/2000
==> Test
Train Loss 0.14030824601650238	 Train Accuracy (%): 95.23999786376953 	 Test Accuracy (%): 44.93000030517578	 gHg: 22.295284271240234	 smoothness 7.81622838973999	 sharpness 31.87321662902832
==> Epoch 1944/2000
==> Test
Train Loss 0.13849954307079315	 Train Accuracy (%): 95.12000274658203 	 Test Accuracy (%): 44.86000061035156	 gHg: 34.23534393310547	 smoothness 12.132623672485352	 sharpness 32.10749816894531
==> Epoch 1945/2000
==> Test
Train Loss 0.13724026083946228	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 45.119998931884766	 gHg: 15.616649627685547	 smoothness 10.305974006652832	 sharpness 23.45026397705078
==> Epoch 1946/2000
==> Test
Train Loss 0.13735182583332062	 Train Accuracy (%): 95.12000274658203 	 Test Accuracy (%): 44.630001068115234	 gHg: 29.186649322509766	 smoothness 7.307537078857422	 sharpness 32.421852111816406
==> Epoch 1947/2000
==> Test
Train Loss 0.16060751676559448	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 44.25	 gHg: 41.45185852050781	 smoothness 12.516857147216797	 sharpness 35.28013229370117
==> Epoch 1948/2000
==> Test
Train Loss 0.13944478332996368	 Train Accuracy (%): 95.05999755859375 	 Test Accuracy (%): 44.18000030517578	 gHg: 25.502212524414062	 smoothness 9.042854309082031	 sharpness 29.603899002075195
==> Epoch 1949/2000
==> Test
Train Loss 0.14533939957618713	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 44.310001373291016	 gHg: 56.476470947265625	 smoothness 9.794464111328125	 sharpness 39.12342071533203
==> Epoch 1950/2000
==> Test
Train Loss 0.1563662439584732	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 44.130001068115234	 gHg: 38.170249938964844	 smoothness 11.425755500793457	 sharpness 30.503463745117188
==> Epoch 1951/2000
==> Test
Train Loss 0.16503964364528656	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 44.45000076293945	 gHg: 67.6076431274414	 smoothness 7.926966190338135	 sharpness 40.40122985839844
==> Epoch 1952/2000
==> Test
Train Loss 0.19195541739463806	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.68000030517578	 gHg: 169.31741333007812	 smoothness 16.356599807739258	 sharpness 42.39101028442383
==> Epoch 1953/2000
==> Test
Train Loss 0.15212780237197876	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 44.08000183105469	 gHg: 32.30328369140625	 smoothness 11.709490776062012	 sharpness 30.575815200805664
==> Epoch 1954/2000
==> Test
Train Loss 0.1940273493528366	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.63999938964844	 gHg: 248.4681396484375	 smoothness 4.056109428405762	 sharpness 55.82792282104492
==> Epoch 1955/2000
==> Test
Train Loss 0.2774803340435028	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 43.779998779296875	 gHg: 592.0094604492188	 smoothness 21.856689453125	 sharpness 50.51589584350586
==> Epoch 1956/2000
==> Test
Train Loss 0.26338231563568115	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 45.25	 gHg: 290.28564453125	 smoothness 15.926774978637695	 sharpness 39.75539016723633
==> Epoch 1957/2000
==> Test
Train Loss 0.19911885261535645	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 43.2400016784668	 gHg: 79.25780487060547	 smoothness 10.220504760742188	 sharpness 35.47340774536133
==> Epoch 1958/2000
==> Test
Train Loss 0.2671174705028534	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 43.779998779296875	 gHg: 273.44329833984375	 smoothness 10.415194511413574	 sharpness 46.08500289916992
==> Epoch 1959/2000
==> Test
Train Loss 0.21508820354938507	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 44.2599983215332	 gHg: 120.98649597167969	 smoothness 14.072962760925293	 sharpness 32.818878173828125
==> Epoch 1960/2000
==> Test
Train Loss 0.2335904836654663	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 43.95000076293945	 gHg: 96.80367279052734	 smoothness 5.355559825897217	 sharpness 33.00409698486328
==> Epoch 1961/2000
==> Test
Train Loss 0.2970729172229767	 Train Accuracy (%): 90.58000183105469 	 Test Accuracy (%): 44.31999969482422	 gHg: 326.17095947265625	 smoothness 16.268857955932617	 sharpness 42.167789459228516
==> Epoch 1962/2000
==> Test
Train Loss 0.19605118036270142	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 44.029998779296875	 gHg: 43.34834289550781	 smoothness 12.075372695922852	 sharpness 27.052547454833984
==> Epoch 1963/2000
==> Test
Train Loss 0.23863843083381653	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 44.5099983215332	 gHg: 83.14884948730469	 smoothness 3.730207681655884	 sharpness 30.491863250732422
==> Epoch 1964/2000
==> Test
Train Loss 0.23451367020606995	 Train Accuracy (%): 91.9000015258789 	 Test Accuracy (%): 43.86000061035156	 gHg: 88.94329071044922	 smoothness 12.524043083190918	 sharpness 29.579204559326172
==> Epoch 1965/2000
==> Test
Train Loss 0.1970154345035553	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.56999969482422	 gHg: 40.19706344604492	 smoothness 8.558733940124512	 sharpness 28.78177833557129
==> Epoch 1966/2000
==> Test
Train Loss 0.24816688895225525	 Train Accuracy (%): 91.41999816894531 	 Test Accuracy (%): 44.52000045776367	 gHg: 116.90274047851562	 smoothness 9.558111190795898	 sharpness 34.914913177490234
==> Epoch 1967/2000
==> Test
Train Loss 0.18617798388004303	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 44.56999969482422	 gHg: 31.997833251953125	 smoothness 10.806577682495117	 sharpness 30.972843170166016
==> Epoch 1968/2000
==> Test
Train Loss 0.21167555451393127	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 45.31999969482422	 gHg: 57.35539245605469	 smoothness 6.271193027496338	 sharpness 26.66151237487793
==> Epoch 1969/2000
==> Test
Train Loss 0.1944074034690857	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 44.220001220703125	 gHg: 24.936840057373047	 smoothness 9.80098819732666	 sharpness 28.8521728515625
==> Epoch 1970/2000
==> Test
Train Loss 0.2360854297876358	 Train Accuracy (%): 91.91999816894531 	 Test Accuracy (%): 44.72999954223633	 gHg: 123.68207550048828	 smoothness 5.8280181884765625	 sharpness 48.753604888916016
==> Epoch 1971/2000
==> Test
Train Loss 0.20639106631278992	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 44.13999938964844	 gHg: 62.68264389038086	 smoothness 12.599349021911621	 sharpness 31.9044246673584
==> Epoch 1972/2000
==> Test
Train Loss 0.22101278603076935	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 44.27000045776367	 gHg: 75.98371887207031	 smoothness 7.134007453918457	 sharpness 35.17393493652344
==> Epoch 1973/2000
==> Test
Train Loss 0.21127532422542572	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 44.9900016784668	 gHg: 48.28849411010742	 smoothness 11.093031883239746	 sharpness 29.072784423828125
==> Epoch 1974/2000
==> Test
Train Loss 0.22207185626029968	 Train Accuracy (%): 92.41999816894531 	 Test Accuracy (%): 44.040000915527344	 gHg: 77.12967681884766	 smoothness 7.465505123138428	 sharpness 31.587215423583984
==> Epoch 1975/2000
==> Test
Train Loss 0.21944215893745422	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 43.95000076293945	 gHg: 55.853370666503906	 smoothness 11.209731101989746	 sharpness 28.87026023864746
==> Epoch 1976/2000
==> Test
Train Loss 0.20951716601848602	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 44.529998779296875	 gHg: 46.864356994628906	 smoothness 8.111349105834961	 sharpness 29.10057258605957
==> Epoch 1977/2000
==> Test
Train Loss 0.2098899483680725	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 44.939998626708984	 gHg: 41.93943405151367	 smoothness 10.354877471923828	 sharpness 26.984525680541992
==> Epoch 1978/2000
==> Test
Train Loss 0.18975870311260223	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.689998626708984	 gHg: 32.700599670410156	 smoothness 7.244545936584473	 sharpness 28.804542541503906
==> Epoch 1979/2000
==> Test
Train Loss 0.20197676122188568	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 44.0099983215332	 gHg: 34.36870574951172	 smoothness 10.394515037536621	 sharpness 26.69283676147461
==> Epoch 1980/2000
==> Test
Train Loss 0.20545949041843414	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 44.619998931884766	 gHg: 33.60918426513672	 smoothness 8.086688995361328	 sharpness 32.74190902709961
==> Epoch 1981/2000
==> Test
Train Loss 0.1735217273235321	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 44.439998626708984	 gHg: 19.403614044189453	 smoothness 8.926480293273926	 sharpness 26.190109252929688
==> Epoch 1982/2000
==> Test
Train Loss 0.19802722334861755	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 44.34000015258789	 gHg: 31.012435913085938	 smoothness 7.560660362243652	 sharpness 31.507566452026367
==> Epoch 1983/2000
==> Test
Train Loss 0.1882300227880478	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 44.5099983215332	 gHg: 26.064476013183594	 smoothness 7.770867824554443	 sharpness 30.569324493408203
==> Epoch 1984/2000
==> Test
Train Loss 0.17718780040740967	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 44.77000045776367	 gHg: 18.117916107177734	 smoothness 8.789639472961426	 sharpness 27.274938583374023
==> Epoch 1985/2000
==> Test
Train Loss 0.20233751833438873	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 44.40999984741211	 gHg: 45.59947204589844	 smoothness 6.695981025695801	 sharpness 30.8903865814209
==> Epoch 1986/2000
==> Test
Train Loss 0.1707097291946411	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 44.29999923706055	 gHg: 22.262022018432617	 smoothness 9.800686836242676	 sharpness 30.322755813598633
==> Epoch 1987/2000
==> Test
Train Loss 0.19357018172740936	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.540000915527344	 gHg: 48.168277740478516	 smoothness 7.760552883148193	 sharpness 28.873592376708984
==> Epoch 1988/2000
==> Test
Train Loss 0.19101183116436005	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 44.72999954223633	 gHg: 22.544910430908203	 smoothness 9.55870246887207	 sharpness 30.229127883911133
==> Epoch 1989/2000
==> Test
Train Loss 0.21069467067718506	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 44.20000076293945	 gHg: 50.02043151855469	 smoothness 7.44323205947876	 sharpness 30.658096313476562
==> Epoch 1990/2000
==> Test
Train Loss 0.19277642667293549	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.529998779296875	 gHg: 46.2449836730957	 smoothness 11.564018249511719	 sharpness 34.18122100830078
==> Epoch 1991/2000
==> Test
Train Loss 0.1851489245891571	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 45.25	 gHg: 31.115360260009766	 smoothness 8.361906051635742	 sharpness 29.04536247253418
==> Epoch 1992/2000
==> Test
Train Loss 0.20344091951847076	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.93000030517578	 gHg: 45.96000671386719	 smoothness 9.556533813476562	 sharpness 29.256282806396484
==> Epoch 1993/2000
==> Test
Train Loss 0.19170616567134857	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 44.959999084472656	 gHg: 45.829559326171875	 smoothness 11.137341499328613	 sharpness 32.1612434387207
==> Epoch 1994/2000
==> Test
Train Loss 0.1733025163412094	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 45.08000183105469	 gHg: 22.956541061401367	 smoothness 8.711017608642578	 sharpness 27.539627075195312
==> Epoch 1995/2000
==> Test
Train Loss 0.2127780318260193	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 44.349998474121094	 gHg: 57.552703857421875	 smoothness 9.986616134643555	 sharpness 29.044984817504883
==> Epoch 1996/2000
==> Test
Train Loss 0.17491720616817474	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.939998626708984	 gHg: 23.040260314941406	 smoothness 11.173083305358887	 sharpness 27.598796844482422
==> Epoch 1997/2000
==> Test
Train Loss 0.18455426394939423	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 45.0	 gHg: 38.415462493896484	 smoothness 7.62312650680542	 sharpness 30.24898338317871
==> Epoch 1998/2000
==> Test
Train Loss 0.17197462916374207	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 45.18000030517578	 gHg: 27.267127990722656	 smoothness 10.764873504638672	 sharpness 26.356983184814453
==> Epoch 1999/2000
==> Test
Train Loss 0.16767215728759766	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 44.810001373291016	 gHg: 27.454132080078125	 smoothness 8.386762619018555	 sharpness 30.510541915893555
==> Epoch 2000/2000
==> Test
Train Loss 0.18325412273406982	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 44.86000061035156	 gHg: 10.231008529663086	 smoothness 10.138609886169434	 sharpness 26.004302978515625
Finished. Total elapsed time (h:m:s): 1:53:34






