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=1, 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 2.304264545440674	 Train Accuracy (%): 10.460000038146973 	 Test Accuracy (%): 16.799999237060547	 gHg: 0.15164592862129211	 smoothness 10.066490173339844	 sharpness 2.599827527999878
==> Epoch 2/2000
==> Test
Train Loss 2.285503387451172	 Train Accuracy (%): 14.520000457763672 	 Test Accuracy (%): 21.09000015258789	 gHg: 0.07163591682910919	 smoothness 1.739569902420044	 sharpness 2.525719165802002
==> Epoch 3/2000
==> Test
Train Loss 2.2575337886810303	 Train Accuracy (%): 19.0 	 Test Accuracy (%): 23.170000076293945	 gHg: 0.015528017655014992	 smoothness 2.0568504333496094	 sharpness 2.664924383163452
==> Epoch 4/2000
==> Test
Train Loss 2.217482328414917	 Train Accuracy (%): 21.84000015258789 	 Test Accuracy (%): 23.559999465942383	 gHg: 0.006606217473745346	 smoothness 1.7241843938827515	 sharpness 3.1289455890655518
==> Epoch 5/2000
==> Test
Train Loss 2.1751248836517334	 Train Accuracy (%): 22.540000915527344 	 Test Accuracy (%): 24.229999542236328	 gHg: 0.050658613443374634	 smoothness 1.7152003049850464	 sharpness 4.322658061981201
==> Epoch 6/2000
==> Test
Train Loss 2.1321358680725098	 Train Accuracy (%): 23.760000228881836 	 Test Accuracy (%): 25.389999389648438	 gHg: 0.12318887561559677	 smoothness 2.801825761795044	 sharpness 6.244961261749268
==> Epoch 7/2000
==> Test
Train Loss 2.1031367778778076	 Train Accuracy (%): 24.459999084472656 	 Test Accuracy (%): 26.860000610351562	 gHg: 0.5997899174690247	 smoothness 2.4978513717651367	 sharpness 9.896398544311523
==> Epoch 8/2000
==> Test
Train Loss 2.070639133453369	 Train Accuracy (%): 24.639999389648438 	 Test Accuracy (%): 28.34000015258789	 gHg: 1.4797759056091309	 smoothness 0.8381842374801636	 sharpness 13.828313827514648
==> Epoch 9/2000
==> Test
Train Loss 2.0381765365600586	 Train Accuracy (%): 27.15999984741211 	 Test Accuracy (%): 29.329999923706055	 gHg: 0.9915174245834351	 smoothness 4.277235507965088	 sharpness 15.962886810302734
==> Epoch 10/2000
==> Test
Train Loss 2.0245907306671143	 Train Accuracy (%): 27.520000457763672 	 Test Accuracy (%): 30.139999389648438	 gHg: 2.7162108421325684	 smoothness 3.3782005310058594	 sharpness 16.18263816833496
==> Epoch 11/2000
==> Test
Train Loss 1.9948451519012451	 Train Accuracy (%): 29.0 	 Test Accuracy (%): 30.65999984741211	 gHg: 2.4986469745635986	 smoothness 3.5252456665039062	 sharpness 18.430639266967773
==> Epoch 12/2000
==> Test
Train Loss 1.9674289226531982	 Train Accuracy (%): 29.459999084472656 	 Test Accuracy (%): 31.0	 gHg: 1.3641924858093262	 smoothness 8.223136901855469	 sharpness 20.118633270263672
==> Epoch 13/2000
==> Test
Train Loss 1.959854245185852	 Train Accuracy (%): 29.899999618530273 	 Test Accuracy (%): 31.579999923706055	 gHg: 3.8995771408081055	 smoothness 2.3995954990386963	 sharpness 22.488195419311523
==> Epoch 14/2000
==> Test
Train Loss 1.9412328004837036	 Train Accuracy (%): 30.459999084472656 	 Test Accuracy (%): 32.650001525878906	 gHg: 2.1342225074768066	 smoothness 4.502458572387695	 sharpness 21.30245018005371
==> Epoch 15/2000
==> Test
Train Loss 1.9301027059555054	 Train Accuracy (%): 31.479999542236328 	 Test Accuracy (%): 32.91999816894531	 gHg: 2.3183822631835938	 smoothness 7.6415114402771	 sharpness 21.962602615356445
==> Epoch 16/2000
==> Test
Train Loss 1.91231107711792	 Train Accuracy (%): 31.280000686645508 	 Test Accuracy (%): 32.84000015258789	 gHg: 2.572580575942993	 smoothness 3.844747543334961	 sharpness 23.332508087158203
==> Epoch 17/2000
==> Test
Train Loss 1.8941797018051147	 Train Accuracy (%): 32.439998626708984 	 Test Accuracy (%): 32.439998626708984	 gHg: 1.0885536670684814	 smoothness 6.486454486846924	 sharpness 23.39336395263672
==> Epoch 18/2000
==> Test
Train Loss 1.8827862739562988	 Train Accuracy (%): 33.34000015258789 	 Test Accuracy (%): 33.06999969482422	 gHg: 3.035646915435791	 smoothness 6.732932090759277	 sharpness 24.733665466308594
==> Epoch 19/2000
==> Test
Train Loss 1.8651328086853027	 Train Accuracy (%): 33.2400016784668 	 Test Accuracy (%): 34.08000183105469	 gHg: 1.2315685749053955	 smoothness 4.629507541656494	 sharpness 24.767301559448242
==> Epoch 20/2000
==> Test
Train Loss 1.8524130582809448	 Train Accuracy (%): 33.79999923706055 	 Test Accuracy (%): 34.810001373291016	 gHg: 1.2085213661193848	 smoothness 8.340303421020508	 sharpness 25.38930892944336
==> Epoch 21/2000
==> Test
Train Loss 1.8357906341552734	 Train Accuracy (%): 35.18000030517578 	 Test Accuracy (%): 35.04999923706055	 gHg: 1.9296290874481201	 smoothness 2.489967107772827	 sharpness 26.579496383666992
==> Epoch 22/2000
==> Test
Train Loss 1.8204904794692993	 Train Accuracy (%): 34.70000076293945 	 Test Accuracy (%): 35.20000076293945	 gHg: 0.6499056816101074	 smoothness 7.216479301452637	 sharpness 26.85000991821289
==> Epoch 23/2000
==> Test
Train Loss 1.8118101358413696	 Train Accuracy (%): 35.279998779296875 	 Test Accuracy (%): 35.70000076293945	 gHg: 1.5227068662643433	 smoothness 6.2214274406433105	 sharpness 27.768457412719727
==> Epoch 24/2000
==> Test
Train Loss 1.8007992506027222	 Train Accuracy (%): 35.619998931884766 	 Test Accuracy (%): 36.79999923706055	 gHg: 1.2743823528289795	 smoothness 4.8680500984191895	 sharpness 28.075197219848633
==> Epoch 25/2000
==> Test
Train Loss 1.7859339714050293	 Train Accuracy (%): 36.52000045776367 	 Test Accuracy (%): 37.09000015258789	 gHg: 1.6950039863586426	 smoothness 7.929853916168213	 sharpness 27.301576614379883
==> Epoch 26/2000
==> Test
Train Loss 1.7838701009750366	 Train Accuracy (%): 36.5 	 Test Accuracy (%): 37.41999816894531	 gHg: 5.712339401245117	 smoothness 10.618823051452637	 sharpness 31.327022552490234
==> Epoch 27/2000
==> Test
Train Loss 1.76621675491333	 Train Accuracy (%): 36.18000030517578 	 Test Accuracy (%): 37.900001525878906	 gHg: 4.0436811447143555	 smoothness 11.270036697387695	 sharpness 29.476505279541016
==> Epoch 28/2000
==> Test
Train Loss 1.747406005859375	 Train Accuracy (%): 37.65999984741211 	 Test Accuracy (%): 37.65999984741211	 gHg: 0.9062102437019348	 smoothness 8.374794006347656	 sharpness 29.73440933227539
==> Epoch 29/2000
==> Test
Train Loss 1.7348690032958984	 Train Accuracy (%): 37.439998626708984 	 Test Accuracy (%): 37.959999084472656	 gHg: 2.841416358947754	 smoothness 6.366785526275635	 sharpness 31.41210174560547
==> Epoch 30/2000
==> Test
Train Loss 1.7350587844848633	 Train Accuracy (%): 37.459999084472656 	 Test Accuracy (%): 38.43000030517578	 gHg: 4.409250259399414	 smoothness 12.107093811035156	 sharpness 29.826509475708008
==> Epoch 31/2000
==> Test
Train Loss 1.722267746925354	 Train Accuracy (%): 39.18000030517578 	 Test Accuracy (%): 38.650001525878906	 gHg: 1.8042817115783691	 smoothness 9.212369918823242	 sharpness 30.322595596313477
==> Epoch 32/2000
==> Test
Train Loss 1.7133911848068237	 Train Accuracy (%): 39.040000915527344 	 Test Accuracy (%): 38.86000061035156	 gHg: 2.682938814163208	 smoothness 6.310121059417725	 sharpness 30.82646942138672
==> Epoch 33/2000
==> Test
Train Loss 1.7053922414779663	 Train Accuracy (%): 39.0 	 Test Accuracy (%): 38.900001525878906	 gHg: 6.128318786621094	 smoothness 11.413555145263672	 sharpness 31.774200439453125
==> Epoch 34/2000
==> Test
Train Loss 1.685777187347412	 Train Accuracy (%): 39.880001068115234 	 Test Accuracy (%): 39.29999923706055	 gHg: 3.31816029548645	 smoothness 12.045709609985352	 sharpness 33.321556091308594
==> Epoch 35/2000
==> Test
Train Loss 1.6798841953277588	 Train Accuracy (%): 40.18000030517578 	 Test Accuracy (%): 39.72999954223633	 gHg: 1.0826860666275024	 smoothness 8.395150184631348	 sharpness 32.83205032348633
==> Epoch 36/2000
==> Test
Train Loss 1.6734625101089478	 Train Accuracy (%): 40.220001220703125 	 Test Accuracy (%): 39.790000915527344	 gHg: 2.8739230632781982	 smoothness 6.9198527336120605	 sharpness 34.8731575012207
==> Epoch 37/2000
==> Test
Train Loss 1.6658419370651245	 Train Accuracy (%): 41.040000915527344 	 Test Accuracy (%): 39.400001525878906	 gHg: 4.565020561218262	 smoothness 10.343887329101562	 sharpness 36.91862106323242
==> Epoch 38/2000
==> Test
Train Loss 1.6593623161315918	 Train Accuracy (%): 40.36000061035156 	 Test Accuracy (%): 39.849998474121094	 gHg: 5.240443229675293	 smoothness 12.471233367919922	 sharpness 35.96257400512695
==> Epoch 39/2000
==> Test
Train Loss 1.651016354560852	 Train Accuracy (%): 40.7599983215332 	 Test Accuracy (%): 39.83000183105469	 gHg: 2.169666051864624	 smoothness 10.058638572692871	 sharpness 38.663421630859375
==> Epoch 40/2000
==> Test
Train Loss 1.638108730316162	 Train Accuracy (%): 41.58000183105469 	 Test Accuracy (%): 39.560001373291016	 gHg: 1.669785976409912	 smoothness 8.006669044494629	 sharpness 38.04563522338867
==> Epoch 41/2000
==> Test
Train Loss 1.6312028169631958	 Train Accuracy (%): 41.97999954223633 	 Test Accuracy (%): 40.130001068115234	 gHg: 6.344122409820557	 smoothness 9.317360877990723	 sharpness 39.70998001098633
==> Epoch 42/2000
==> Test
Train Loss 1.6251779794692993	 Train Accuracy (%): 42.02000045776367 	 Test Accuracy (%): 39.54999923706055	 gHg: 11.119793891906738	 smoothness 13.162468910217285	 sharpness 41.054141998291016
==> Epoch 43/2000
==> Test
Train Loss 1.6224092245101929	 Train Accuracy (%): 41.939998626708984 	 Test Accuracy (%): 40.540000915527344	 gHg: 25.04352569580078	 smoothness 19.3548641204834	 sharpness 41.50336456298828
==> Epoch 44/2000
==> Test
Train Loss 1.627143383026123	 Train Accuracy (%): 41.52000045776367 	 Test Accuracy (%): 38.61000061035156	 gHg: 54.74833297729492	 smoothness 20.517078399658203	 sharpness 42.207515716552734
==> Epoch 45/2000
==> Test
Train Loss 1.653462529182434	 Train Accuracy (%): 40.47999954223633 	 Test Accuracy (%): 40.529998779296875	 gHg: 136.13720703125	 smoothness 23.264244079589844	 sharpness 47.83642578125
==> Epoch 46/2000
==> Test
Train Loss 1.6972869634628296	 Train Accuracy (%): 39.15999984741211 	 Test Accuracy (%): 36.959999084472656	 gHg: 223.4830322265625	 smoothness 23.12380599975586	 sharpness 40.210872650146484
==> Epoch 47/2000
==> Test
Train Loss 1.747849941253662	 Train Accuracy (%): 37.439998626708984 	 Test Accuracy (%): 40.630001068115234	 gHg: 465.3011779785156	 smoothness 21.86353302001953	 sharpness 49.97649383544922
==> Epoch 48/2000
==> Test
Train Loss 1.7604490518569946	 Train Accuracy (%): 38.29999923706055 	 Test Accuracy (%): 39.529998779296875	 gHg: 181.50216674804688	 smoothness 17.405515670776367	 sharpness 41.5667610168457
==> Epoch 49/2000
==> Test
Train Loss 1.6320949792861938	 Train Accuracy (%): 41.47999954223633 	 Test Accuracy (%): 37.720001220703125	 gHg: 33.3322639465332	 smoothness 10.148459434509277	 sharpness 30.885061264038086
==> Epoch 50/2000
==> Test
Train Loss 1.703295350074768	 Train Accuracy (%): 38.619998931884766 	 Test Accuracy (%): 40.63999938964844	 gHg: 111.84843444824219	 smoothness 10.744789123535156	 sharpness 32.43705749511719
==> Epoch 51/2000
==> Test
Train Loss 1.63141930103302	 Train Accuracy (%): 41.279998779296875 	 Test Accuracy (%): 40.25	 gHg: 17.188167572021484	 smoothness 11.638991355895996	 sharpness 21.87238883972168
==> Epoch 52/2000
==> Test
Train Loss 1.6653015613555908	 Train Accuracy (%): 40.08000183105469 	 Test Accuracy (%): 40.91999816894531	 gHg: 18.858028411865234	 smoothness 5.293313980102539	 sharpness 22.471708297729492
==> Epoch 53/2000
==> Test
Train Loss 1.6150448322296143	 Train Accuracy (%): 41.79999923706055 	 Test Accuracy (%): 39.790000915527344	 gHg: 8.156723976135254	 smoothness 6.311327934265137	 sharpness 17.08692741394043
==> Epoch 54/2000
==> Test
Train Loss 1.620143175125122	 Train Accuracy (%): 42.2599983215332 	 Test Accuracy (%): 38.959999084472656	 gHg: 9.728605270385742	 smoothness 11.843733787536621	 sharpness 19.72538948059082
==> Epoch 55/2000
==> Test
Train Loss 1.6344126462936401	 Train Accuracy (%): 40.900001525878906 	 Test Accuracy (%): 40.90999984741211	 gHg: 10.57174015045166	 smoothness 2.255858898162842	 sharpness 21.017452239990234
==> Epoch 56/2000
==> Test
Train Loss 1.5846096277236938	 Train Accuracy (%): 43.31999969482422 	 Test Accuracy (%): 40.810001373291016	 gHg: 3.719087839126587	 smoothness 8.155417442321777	 sharpness 21.290433883666992
==> Epoch 57/2000
==> Test
Train Loss 1.5987739562988281	 Train Accuracy (%): 42.060001373291016 	 Test Accuracy (%): 40.84000015258789	 gHg: 6.910980224609375	 smoothness 9.498055458068848	 sharpness 20.42050552368164
==> Epoch 58/2000
==> Test
Train Loss 1.59259033203125	 Train Accuracy (%): 43.0 	 Test Accuracy (%): 41.529998779296875	 gHg: 7.52070426940918	 smoothness 2.900622844696045	 sharpness 19.27410125732422
==> Epoch 59/2000
==> Test
Train Loss 1.5717309713363647	 Train Accuracy (%): 43.91999816894531 	 Test Accuracy (%): 40.880001068115234	 gHg: 2.415910005569458	 smoothness 9.773430824279785	 sharpness 20.399810791015625
==> Epoch 60/2000
==> Test
Train Loss 1.5716999769210815	 Train Accuracy (%): 43.779998779296875 	 Test Accuracy (%): 40.68000030517578	 gHg: 5.734783172607422	 smoothness 3.444481134414673	 sharpness 23.026355743408203
==> Epoch 61/2000
==> Test
Train Loss 1.5603668689727783	 Train Accuracy (%): 43.720001220703125 	 Test Accuracy (%): 41.119998931884766	 gHg: 3.127589464187622	 smoothness 6.587705135345459	 sharpness 25.96816062927246
==> Epoch 62/2000
==> Test
Train Loss 1.5437476634979248	 Train Accuracy (%): 44.599998474121094 	 Test Accuracy (%): 41.47999954223633	 gHg: 4.749136924743652	 smoothness 8.614922523498535	 sharpness 25.20827293395996
==> Epoch 63/2000
==> Test
Train Loss 1.5409027338027954	 Train Accuracy (%): 44.20000076293945 	 Test Accuracy (%): 41.900001525878906	 gHg: 5.159122467041016	 smoothness 5.079737186431885	 sharpness 24.17702293395996
==> Epoch 64/2000
==> Test
Train Loss 1.5278642177581787	 Train Accuracy (%): 45.459999084472656 	 Test Accuracy (%): 41.369998931884766	 gHg: 3.7067055702209473	 smoothness 9.16189956665039	 sharpness 24.33165740966797
==> Epoch 65/2000
==> Test
Train Loss 1.524490475654602	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 41.91999816894531	 gHg: 6.138796806335449	 smoothness 5.707982063293457	 sharpness 26.44239616394043
==> Epoch 66/2000
==> Test
Train Loss 1.516869306564331	 Train Accuracy (%): 46.2400016784668 	 Test Accuracy (%): 41.689998626708984	 gHg: 2.4044744968414307	 smoothness 8.689455032348633	 sharpness 30.33513641357422
==> Epoch 67/2000
==> Test
Train Loss 1.5202840566635132	 Train Accuracy (%): 45.36000061035156 	 Test Accuracy (%): 41.86000061035156	 gHg: 4.524362564086914	 smoothness 7.231531143188477	 sharpness 30.645902633666992
==> Epoch 68/2000
==> Test
Train Loss 1.511057734489441	 Train Accuracy (%): 46.099998474121094 	 Test Accuracy (%): 41.95000076293945	 gHg: 3.5371317863464355	 smoothness 6.549596309661865	 sharpness 30.180070877075195
==> Epoch 69/2000
==> Test
Train Loss 1.5015807151794434	 Train Accuracy (%): 46.5 	 Test Accuracy (%): 41.25	 gHg: 3.877391815185547	 smoothness 10.651999473571777	 sharpness 31.381263732910156
==> Epoch 70/2000
==> Test
Train Loss 1.5009534358978271	 Train Accuracy (%): 46.619998931884766 	 Test Accuracy (%): 41.7599983215332	 gHg: 7.021704196929932	 smoothness 6.056393623352051	 sharpness 32.8117561340332
==> Epoch 71/2000
==> Test
Train Loss 1.4920597076416016	 Train Accuracy (%): 46.31999969482422 	 Test Accuracy (%): 41.720001220703125	 gHg: 4.7957763671875	 smoothness 9.765959739685059	 sharpness 31.44352149963379
==> Epoch 72/2000
==> Test
Train Loss 1.4795076847076416	 Train Accuracy (%): 47.81999969482422 	 Test Accuracy (%): 41.459999084472656	 gHg: 4.771553993225098	 smoothness 9.519458770751953	 sharpness 34.588565826416016
==> Epoch 73/2000
==> Test
Train Loss 1.4810712337493896	 Train Accuracy (%): 47.13999938964844 	 Test Accuracy (%): 42.119998931884766	 gHg: 4.240212440490723	 smoothness 7.11355447769165	 sharpness 35.54492950439453
==> Epoch 74/2000
==> Test
Train Loss 1.4634674787521362	 Train Accuracy (%): 47.02000045776367 	 Test Accuracy (%): 42.59000015258789	 gHg: 8.011065483093262	 smoothness 10.338057518005371	 sharpness 32.7308464050293
==> Epoch 75/2000
==> Test
Train Loss 1.483924150466919	 Train Accuracy (%): 47.08000183105469 	 Test Accuracy (%): 42.029998779296875	 gHg: 10.267077445983887	 smoothness 11.17603874206543	 sharpness 35.113792419433594
==> Epoch 76/2000
==> Test
Train Loss 1.4587167501449585	 Train Accuracy (%): 48.13999938964844 	 Test Accuracy (%): 42.20000076293945	 gHg: 10.151723861694336	 smoothness 12.387141227722168	 sharpness 33.16214370727539
==> Epoch 77/2000
==> Test
Train Loss 1.4540470838546753	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 42.2400016784668	 gHg: 6.852279186248779	 smoothness 12.50290584564209	 sharpness 35.86130905151367
==> Epoch 78/2000
==> Test
Train Loss 1.459335446357727	 Train Accuracy (%): 48.220001220703125 	 Test Accuracy (%): 42.59000015258789	 gHg: 5.424041271209717	 smoothness 8.72169017791748	 sharpness 35.41992950439453
==> Epoch 79/2000
==> Test
Train Loss 1.4496419429779053	 Train Accuracy (%): 47.939998626708984 	 Test Accuracy (%): 42.91999816894531	 gHg: 4.375317573547363	 smoothness 10.398476600646973	 sharpness 37.17384719848633
==> Epoch 80/2000
==> Test
Train Loss 1.445448875427246	 Train Accuracy (%): 48.63999938964844 	 Test Accuracy (%): 42.45000076293945	 gHg: 8.795862197875977	 smoothness 8.476540565490723	 sharpness 38.4974479675293
==> Epoch 81/2000
==> Test
Train Loss 1.4558969736099243	 Train Accuracy (%): 47.81999969482422 	 Test Accuracy (%): 42.689998626708984	 gHg: 17.556774139404297	 smoothness 15.830005645751953	 sharpness 34.555171966552734
==> Epoch 82/2000
==> Test
Train Loss 1.4353456497192383	 Train Accuracy (%): 49.560001373291016 	 Test Accuracy (%): 42.43000030517578	 gHg: 17.80585479736328	 smoothness 14.166650772094727	 sharpness 40.131614685058594
==> Epoch 83/2000
==> Test
Train Loss 1.4347573518753052	 Train Accuracy (%): 48.58000183105469 	 Test Accuracy (%): 42.52000045776367	 gHg: 18.599830627441406	 smoothness 14.014995574951172	 sharpness 37.026859283447266
==> Epoch 84/2000
==> Test
Train Loss 1.4352067708969116	 Train Accuracy (%): 48.599998474121094 	 Test Accuracy (%): 42.13999938964844	 gHg: 17.922527313232422	 smoothness 15.13275146484375	 sharpness 37.724029541015625
==> Epoch 85/2000
==> Test
Train Loss 1.4412568807601929	 Train Accuracy (%): 48.31999969482422 	 Test Accuracy (%): 42.77000045776367	 gHg: 17.374181747436523	 smoothness 14.340636253356934	 sharpness 33.76417541503906
==> Epoch 86/2000
==> Test
Train Loss 1.4290885925292969	 Train Accuracy (%): 49.34000015258789 	 Test Accuracy (%): 42.61000061035156	 gHg: 10.26766586303711	 smoothness 13.340596199035645	 sharpness 35.843685150146484
==> Epoch 87/2000
==> Test
Train Loss 1.4145841598510742	 Train Accuracy (%): 49.2400016784668 	 Test Accuracy (%): 42.779998779296875	 gHg: 4.733680725097656	 smoothness 11.31851863861084	 sharpness 34.770355224609375
==> Epoch 88/2000
==> Test
Train Loss 1.4188957214355469	 Train Accuracy (%): 49.599998474121094 	 Test Accuracy (%): 42.93000030517578	 gHg: 3.267120599746704	 smoothness 6.790740966796875	 sharpness 34.5924072265625
==> Epoch 89/2000
==> Test
Train Loss 1.411087989807129	 Train Accuracy (%): 49.31999969482422 	 Test Accuracy (%): 42.61000061035156	 gHg: 7.12374210357666	 smoothness 11.387628555297852	 sharpness 33.72471618652344
==> Epoch 90/2000
==> Test
Train Loss 1.4091113805770874	 Train Accuracy (%): 48.68000030517578 	 Test Accuracy (%): 42.77000045776367	 gHg: 7.8140740394592285	 smoothness 12.346588134765625	 sharpness 33.7956428527832
==> Epoch 91/2000
==> Test
Train Loss 1.3981614112854004	 Train Accuracy (%): 49.70000076293945 	 Test Accuracy (%): 43.08000183105469	 gHg: 4.841606140136719	 smoothness 9.043920516967773	 sharpness 33.861026763916016
==> Epoch 92/2000
==> Test
Train Loss 1.3913151025772095	 Train Accuracy (%): 50.7400016784668 	 Test Accuracy (%): 43.04999923706055	 gHg: 11.197929382324219	 smoothness 12.232769012451172	 sharpness 33.41850280761719
==> Epoch 93/2000
==> Test
Train Loss 1.3918226957321167	 Train Accuracy (%): 50.5 	 Test Accuracy (%): 43.4900016784668	 gHg: 12.566147804260254	 smoothness 13.961755752563477	 sharpness 35.53474426269531
==> Epoch 94/2000
==> Test
Train Loss 1.37847101688385	 Train Accuracy (%): 50.7400016784668 	 Test Accuracy (%): 43.939998626708984	 gHg: 8.88317584991455	 smoothness 11.68963623046875	 sharpness 36.35056686401367
==> Epoch 95/2000
==> Test
Train Loss 1.3798753023147583	 Train Accuracy (%): 50.619998931884766 	 Test Accuracy (%): 44.150001525878906	 gHg: 8.05797290802002	 smoothness 12.742430686950684	 sharpness 36.32265853881836
==> Epoch 96/2000
==> Test
Train Loss 1.3765212297439575	 Train Accuracy (%): 50.52000045776367 	 Test Accuracy (%): 43.619998931884766	 gHg: 2.7908294200897217	 smoothness 9.433937072753906	 sharpness 38.3900032043457
==> Epoch 97/2000
==> Test
Train Loss 1.3716119527816772	 Train Accuracy (%): 50.880001068115234 	 Test Accuracy (%): 43.36000061035156	 gHg: 9.485669136047363	 smoothness 9.47811508178711	 sharpness 40.702735900878906
==> Epoch 98/2000
==> Test
Train Loss 1.366286277770996	 Train Accuracy (%): 51.20000076293945 	 Test Accuracy (%): 43.33000183105469	 gHg: 11.91396713256836	 smoothness 14.027471542358398	 sharpness 37.65782928466797
==> Epoch 99/2000
==> Test
Train Loss 1.3659294843673706	 Train Accuracy (%): 50.20000076293945 	 Test Accuracy (%): 43.310001373291016	 gHg: 8.745760917663574	 smoothness 11.98433780670166	 sharpness 39.50559997558594
==> Epoch 100/2000
==> Test
Train Loss 1.3598686456680298	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 44.0	 gHg: 17.5718994140625	 smoothness 12.586748123168945	 sharpness 42.458168029785156
==> Epoch 101/2000
==> Test
Train Loss 1.3728854656219482	 Train Accuracy (%): 50.939998626708984 	 Test Accuracy (%): 43.18000030517578	 gHg: 22.117172241210938	 smoothness 14.921841621398926	 sharpness 40.076019287109375
==> Epoch 102/2000
==> Test
Train Loss 1.3790959119796753	 Train Accuracy (%): 50.15999984741211 	 Test Accuracy (%): 43.70000076293945	 gHg: 26.09588050842285	 smoothness 14.697125434875488	 sharpness 39.22567367553711
==> Epoch 103/2000
==> Test
Train Loss 1.358373999595642	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 42.470001220703125	 gHg: 35.22650146484375	 smoothness 16.53361701965332	 sharpness 42.403743743896484
==> Epoch 104/2000
==> Test
Train Loss 1.3602222204208374	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 43.56999969482422	 gHg: 39.638946533203125	 smoothness 16.8934268951416	 sharpness 39.23838424682617
==> Epoch 105/2000
==> Test
Train Loss 1.3668075799942017	 Train Accuracy (%): 50.91999816894531 	 Test Accuracy (%): 42.720001220703125	 gHg: 54.416481018066406	 smoothness 17.569210052490234	 sharpness 39.167213439941406
==> Epoch 106/2000
==> Test
Train Loss 1.3670129776000977	 Train Accuracy (%): 50.63999938964844 	 Test Accuracy (%): 44.560001373291016	 gHg: 60.52134704589844	 smoothness 18.11577796936035	 sharpness 37.43600845336914
==> Epoch 107/2000
==> Test
Train Loss 1.3509154319763184	 Train Accuracy (%): 51.459999084472656 	 Test Accuracy (%): 43.119998931884766	 gHg: 42.52488708496094	 smoothness 16.38722801208496	 sharpness 38.960880279541016
==> Epoch 108/2000
==> Test
Train Loss 1.361961841583252	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 43.77000045776367	 gHg: 19.273496627807617	 smoothness 14.458416938781738	 sharpness 36.45517349243164
==> Epoch 109/2000
==> Test
Train Loss 1.3367868661880493	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 44.189998626708984	 gHg: 4.4566521644592285	 smoothness 9.944323539733887	 sharpness 35.23614501953125
==> Epoch 110/2000
==> Test
Train Loss 1.3300729990005493	 Train Accuracy (%): 52.34000015258789 	 Test Accuracy (%): 43.13999938964844	 gHg: 12.166705131530762	 smoothness 9.876018524169922	 sharpness 36.062095642089844
==> Epoch 111/2000
==> Test
Train Loss 1.3346527814865112	 Train Accuracy (%): 52.900001525878906 	 Test Accuracy (%): 44.599998474121094	 gHg: 21.653532028198242	 smoothness 14.729071617126465	 sharpness 36.48356246948242
==> Epoch 112/2000
==> Test
Train Loss 1.3347134590148926	 Train Accuracy (%): 52.47999954223633 	 Test Accuracy (%): 44.380001068115234	 gHg: 12.721454620361328	 smoothness 14.403213500976562	 sharpness 35.870948791503906
==> Epoch 113/2000
==> Test
Train Loss 1.3188822269439697	 Train Accuracy (%): 53.20000076293945 	 Test Accuracy (%): 44.11000061035156	 gHg: 5.484886169433594	 smoothness 8.752340316772461	 sharpness 36.441402435302734
==> Epoch 114/2000
==> Test
Train Loss 1.3277422189712524	 Train Accuracy (%): 51.79999923706055 	 Test Accuracy (%): 43.77000045776367	 gHg: 13.432147979736328	 smoothness 11.252816200256348	 sharpness 37.85913848876953
==> Epoch 115/2000
==> Test
Train Loss 1.3210549354553223	 Train Accuracy (%): 52.560001373291016 	 Test Accuracy (%): 43.04999923706055	 gHg: 23.334016799926758	 smoothness 14.190707206726074	 sharpness 38.16078567504883
==> Epoch 116/2000
==> Test
Train Loss 1.3199827671051025	 Train Accuracy (%): 52.439998626708984 	 Test Accuracy (%): 43.83000183105469	 gHg: 34.38254928588867	 smoothness 15.591150283813477	 sharpness 38.75119400024414
==> Epoch 117/2000
==> Test
Train Loss 1.323183536529541	 Train Accuracy (%): 52.880001068115234 	 Test Accuracy (%): 43.619998931884766	 gHg: 49.509361267089844	 smoothness 16.889680862426758	 sharpness 41.33453369140625
==> Epoch 118/2000
==> Test
Train Loss 1.3468587398529053	 Train Accuracy (%): 51.0 	 Test Accuracy (%): 44.060001373291016	 gHg: 75.72642517089844	 smoothness 18.424331665039062	 sharpness 39.694183349609375
==> Epoch 119/2000
==> Test
Train Loss 1.3284380435943604	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 44.220001220703125	 gHg: 93.76901245117188	 smoothness 18.257497787475586	 sharpness 37.83556365966797
==> Epoch 120/2000
==> Test
Train Loss 1.341469407081604	 Train Accuracy (%): 51.779998779296875 	 Test Accuracy (%): 43.119998931884766	 gHg: 117.65638732910156	 smoothness 17.95733642578125	 sharpness 45.02687072753906
==> Epoch 121/2000
==> Test
Train Loss 1.3747371435165405	 Train Accuracy (%): 50.79999923706055 	 Test Accuracy (%): 44.209999084472656	 gHg: 133.94677734375	 smoothness 18.7088565826416	 sharpness 35.823482513427734
==> Epoch 122/2000
==> Test
Train Loss 1.3610926866531372	 Train Accuracy (%): 51.040000915527344 	 Test Accuracy (%): 42.779998779296875	 gHg: 86.08267211914062	 smoothness 16.2383975982666	 sharpness 37.13400650024414
==> Epoch 123/2000
==> Test
Train Loss 1.3221197128295898	 Train Accuracy (%): 52.880001068115234 	 Test Accuracy (%): 43.84000015258789	 gHg: 45.19328689575195	 smoothness 12.697176933288574	 sharpness 35.363861083984375
==> Epoch 124/2000
==> Test
Train Loss 1.3067257404327393	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 44.63999938964844	 gHg: 24.547231674194336	 smoothness 10.829970359802246	 sharpness 32.27572250366211
==> Epoch 125/2000
==> Test
Train Loss 1.3313887119293213	 Train Accuracy (%): 52.459999084472656 	 Test Accuracy (%): 44.31999969482422	 gHg: 37.84502410888672	 smoothness 11.39626693725586	 sharpness 33.90667724609375
==> Epoch 126/2000
==> Test
Train Loss 1.305912733078003	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 44.18000030517578	 gHg: 31.687911987304688	 smoothness 13.955803871154785	 sharpness 32.234169006347656
==> Epoch 127/2000
==> Test
Train Loss 1.3035707473754883	 Train Accuracy (%): 54.36000061035156 	 Test Accuracy (%): 44.58000183105469	 gHg: 40.30009460449219	 smoothness 9.823400497436523	 sharpness 32.059818267822266
==> Epoch 128/2000
==> Test
Train Loss 1.3255736827850342	 Train Accuracy (%): 52.84000015258789 	 Test Accuracy (%): 43.970001220703125	 gHg: 50.66368865966797	 smoothness 15.225635528564453	 sharpness 33.188255310058594
==> Epoch 129/2000
==> Test
Train Loss 1.3010817766189575	 Train Accuracy (%): 53.68000030517578 	 Test Accuracy (%): 44.2400016784668	 gHg: 25.791061401367188	 smoothness 11.919276237487793	 sharpness 30.70151710510254
==> Epoch 130/2000
==> Test
Train Loss 1.3033275604248047	 Train Accuracy (%): 53.380001068115234 	 Test Accuracy (%): 44.400001525878906	 gHg: 56.979732513427734	 smoothness 10.906302452087402	 sharpness 37.62533950805664
==> Epoch 131/2000
==> Test
Train Loss 1.297407865524292	 Train Accuracy (%): 53.41999816894531 	 Test Accuracy (%): 43.880001068115234	 gHg: 43.32058334350586	 smoothness 14.657292366027832	 sharpness 34.24662399291992
==> Epoch 132/2000
==> Test
Train Loss 1.2996693849563599	 Train Accuracy (%): 53.400001525878906 	 Test Accuracy (%): 44.599998474121094	 gHg: 65.32957458496094	 smoothness 11.707883834838867	 sharpness 36.00749206542969
==> Epoch 133/2000
==> Test
Train Loss 1.3174424171447754	 Train Accuracy (%): 52.63999938964844 	 Test Accuracy (%): 45.43000030517578	 gHg: 57.71505355834961	 smoothness 16.747360229492188	 sharpness 35.56102752685547
==> Epoch 134/2000
==> Test
Train Loss 1.2861281633377075	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 43.119998931884766	 gHg: 41.170448303222656	 smoothness 10.52920913696289	 sharpness 33.638404846191406
==> Epoch 135/2000
==> Test
Train Loss 1.3135976791381836	 Train Accuracy (%): 52.5 	 Test Accuracy (%): 45.400001525878906	 gHg: 89.34696197509766	 smoothness 16.201244354248047	 sharpness 37.095664978027344
==> Epoch 136/2000
==> Test
Train Loss 1.305625081062317	 Train Accuracy (%): 52.47999954223633 	 Test Accuracy (%): 44.81999969482422	 gHg: 95.73033142089844	 smoothness 14.450139999389648	 sharpness 36.016029357910156
==> Epoch 137/2000
==> Test
Train Loss 1.327614426612854	 Train Accuracy (%): 51.900001525878906 	 Test Accuracy (%): 43.84000015258789	 gHg: 73.94341278076172	 smoothness 15.517841339111328	 sharpness 36.28974151611328
==> Epoch 138/2000
==> Test
Train Loss 1.2893446683883667	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 44.529998779296875	 gHg: 37.333675384521484	 smoothness 10.589266777038574	 sharpness 33.15916061401367
==> Epoch 139/2000
==> Test
Train Loss 1.3190926313400269	 Train Accuracy (%): 52.08000183105469 	 Test Accuracy (%): 44.40999984741211	 gHg: 117.31486511230469	 smoothness 15.660174369812012	 sharpness 33.039981842041016
==> Epoch 140/2000
==> Test
Train Loss 1.280634880065918	 Train Accuracy (%): 53.91999816894531 	 Test Accuracy (%): 44.34000015258789	 gHg: 37.675907135009766	 smoothness 13.574956893920898	 sharpness 29.697853088378906
==> Epoch 141/2000
==> Test
Train Loss 1.2845869064331055	 Train Accuracy (%): 53.779998779296875 	 Test Accuracy (%): 45.36000061035156	 gHg: 34.425048828125	 smoothness 9.657980918884277	 sharpness 32.33373260498047
==> Epoch 142/2000
==> Test
Train Loss 1.2700749635696411	 Train Accuracy (%): 54.79999923706055 	 Test Accuracy (%): 43.869998931884766	 gHg: 15.455423355102539	 smoothness 11.521544456481934	 sharpness 31.549959182739258
==> Epoch 143/2000
==> Test
Train Loss 1.2859885692596436	 Train Accuracy (%): 53.31999969482422 	 Test Accuracy (%): 43.9900016784668	 gHg: 29.162025451660156	 smoothness 7.457656383514404	 sharpness 30.343839645385742
==> Epoch 144/2000
==> Test
Train Loss 1.2559757232666016	 Train Accuracy (%): 55.099998474121094 	 Test Accuracy (%): 44.130001068115234	 gHg: 14.189563751220703	 smoothness 10.873897552490234	 sharpness 31.55307960510254
==> Epoch 145/2000
==> Test
Train Loss 1.2812856435775757	 Train Accuracy (%): 53.7599983215332 	 Test Accuracy (%): 44.790000915527344	 gHg: 26.40329360961914	 smoothness 9.818859100341797	 sharpness 32.33234786987305
==> Epoch 146/2000
==> Test
Train Loss 1.2567657232284546	 Train Accuracy (%): 54.880001068115234 	 Test Accuracy (%): 44.34000015258789	 gHg: 10.945229530334473	 smoothness 10.48547649383545	 sharpness 30.95462417602539
==> Epoch 147/2000
==> Test
Train Loss 1.2620809078216553	 Train Accuracy (%): 55.099998474121094 	 Test Accuracy (%): 44.650001525878906	 gHg: 16.375587463378906	 smoothness 8.5977783203125	 sharpness 31.408306121826172
==> Epoch 148/2000
==> Test
Train Loss 1.238295555114746	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 44.709999084472656	 gHg: 12.928858757019043	 smoothness 9.245680809020996	 sharpness 32.605201721191406
==> Epoch 149/2000
==> Test
Train Loss 1.256028175354004	 Train Accuracy (%): 54.97999954223633 	 Test Accuracy (%): 44.40999984741211	 gHg: 31.44683837890625	 smoothness 13.372563362121582	 sharpness 33.097679138183594
==> Epoch 150/2000
==> Test
Train Loss 1.2495783567428589	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 44.15999984741211	 gHg: 22.782150268554688	 smoothness 11.430340766906738	 sharpness 31.618852615356445
==> Epoch 151/2000
==> Test
Train Loss 1.233133316040039	 Train Accuracy (%): 55.52000045776367 	 Test Accuracy (%): 44.7599983215332	 gHg: 20.88946533203125	 smoothness 12.37777328491211	 sharpness 32.73179626464844
==> Epoch 152/2000
==> Test
Train Loss 1.2408815622329712	 Train Accuracy (%): 55.7400016784668 	 Test Accuracy (%): 45.04999923706055	 gHg: 20.119670867919922	 smoothness 9.929245948791504	 sharpness 35.887298583984375
==> Epoch 153/2000
==> Test
Train Loss 1.240892767906189	 Train Accuracy (%): 55.36000061035156 	 Test Accuracy (%): 44.2400016784668	 gHg: 28.889328002929688	 smoothness 12.425756454467773	 sharpness 35.84851837158203
==> Epoch 154/2000
==> Test
Train Loss 1.2282822132110596	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 43.560001373291016	 gHg: 21.21220588684082	 smoothness 11.303153038024902	 sharpness 34.523956298828125
==> Epoch 155/2000
==> Test
Train Loss 1.2471840381622314	 Train Accuracy (%): 54.7400016784668 	 Test Accuracy (%): 44.720001220703125	 gHg: 37.238197326660156	 smoothness 12.068008422851562	 sharpness 35.58702087402344
==> Epoch 156/2000
==> Test
Train Loss 1.23060142993927	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 44.880001068115234	 gHg: 24.665313720703125	 smoothness 14.2099609375	 sharpness 38.1337890625
==> Epoch 157/2000
==> Test
Train Loss 1.2085624933242798	 Train Accuracy (%): 57.31999969482422 	 Test Accuracy (%): 43.880001068115234	 gHg: 16.898210525512695	 smoothness 7.8938703536987305	 sharpness 35.35663986206055
==> Epoch 158/2000
==> Test
Train Loss 1.223710060119629	 Train Accuracy (%): 56.439998626708984 	 Test Accuracy (%): 45.08000183105469	 gHg: 39.78348922729492	 smoothness 16.02724838256836	 sharpness 34.49378204345703
==> Epoch 159/2000
==> Test
Train Loss 1.2075276374816895	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 44.310001373291016	 gHg: 21.03933334350586	 smoothness 12.484580039978027	 sharpness 34.67604446411133
==> Epoch 160/2000
==> Test
Train Loss 1.2062629461288452	 Train Accuracy (%): 56.959999084472656 	 Test Accuracy (%): 45.18000030517578	 gHg: 29.611072540283203	 smoothness 13.78173542022705	 sharpness 39.073219299316406
==> Epoch 161/2000
==> Test
Train Loss 1.204925775527954	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 44.59000015258789	 gHg: 18.000286102294922	 smoothness 12.032562255859375	 sharpness 35.261863708496094
==> Epoch 162/2000
==> Test
Train Loss 1.2139132022857666	 Train Accuracy (%): 56.720001220703125 	 Test Accuracy (%): 44.970001220703125	 gHg: 30.306562423706055	 smoothness 14.012550354003906	 sharpness 36.6296501159668
==> Epoch 163/2000
==> Test
Train Loss 1.193162202835083	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 44.97999954223633	 gHg: 19.319852828979492	 smoothness 12.829543113708496	 sharpness 35.43757247924805
==> Epoch 164/2000
==> Test
Train Loss 1.2010477781295776	 Train Accuracy (%): 56.540000915527344 	 Test Accuracy (%): 44.63999938964844	 gHg: 25.86069679260254	 smoothness 11.714117050170898	 sharpness 37.246952056884766
==> Epoch 165/2000
==> Test
Train Loss 1.185676097869873	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 45.02000045776367	 gHg: 26.654327392578125	 smoothness 12.975289344787598	 sharpness 36.62269592285156
==> Epoch 166/2000
==> Test
Train Loss 1.1987186670303345	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 44.72999954223633	 gHg: 32.8652458190918	 smoothness 12.668195724487305	 sharpness 37.561988830566406
==> Epoch 167/2000
==> Test
Train Loss 1.189667820930481	 Train Accuracy (%): 57.400001525878906 	 Test Accuracy (%): 44.2400016784668	 gHg: 57.55752182006836	 smoothness 15.681541442871094	 sharpness 40.37181091308594
==> Epoch 168/2000
==> Test
Train Loss 1.1946123838424683	 Train Accuracy (%): 56.97999954223633 	 Test Accuracy (%): 44.18000030517578	 gHg: 64.56278228759766	 smoothness 15.946686744689941	 sharpness 39.78110122680664
==> Epoch 169/2000
==> Test
Train Loss 1.210968017578125	 Train Accuracy (%): 56.68000030517578 	 Test Accuracy (%): 44.70000076293945	 gHg: 75.96881103515625	 smoothness 16.859020233154297	 sharpness 41.348941802978516
==> Epoch 170/2000
==> Test
Train Loss 1.1851532459259033	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 44.720001220703125	 gHg: 44.86228942871094	 smoothness 14.690179824829102	 sharpness 34.94041061401367
==> Epoch 171/2000
==> Test
Train Loss 1.1831343173980713	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 44.540000915527344	 gHg: 45.6644401550293	 smoothness 13.906553268432617	 sharpness 41.98316955566406
==> Epoch 172/2000
==> Test
Train Loss 1.1875905990600586	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 44.209999084472656	 gHg: 28.466144561767578	 smoothness 14.104732513427734	 sharpness 34.65011215209961
==> Epoch 173/2000
==> Test
Train Loss 1.1762640476226807	 Train Accuracy (%): 57.939998626708984 	 Test Accuracy (%): 44.619998931884766	 gHg: 19.93633460998535	 smoothness 11.324334144592285	 sharpness 37.0206184387207
==> Epoch 174/2000
==> Test
Train Loss 1.1671130657196045	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 45.41999816894531	 gHg: 22.63594627380371	 smoothness 13.082060813903809	 sharpness 38.51545333862305
==> Epoch 175/2000
==> Test
Train Loss 1.1772514581680298	 Train Accuracy (%): 57.400001525878906 	 Test Accuracy (%): 44.63999938964844	 gHg: 33.15869140625	 smoothness 13.033717155456543	 sharpness 35.220909118652344
==> Epoch 176/2000
==> Test
Train Loss 1.1724953651428223	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 44.709999084472656	 gHg: 36.01658248901367	 smoothness 15.013540267944336	 sharpness 37.24417495727539
==> Epoch 177/2000
==> Test
Train Loss 1.1635123491287231	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 45.209999084472656	 gHg: 32.04978942871094	 smoothness 14.287359237670898	 sharpness 38.13038635253906
==> Epoch 178/2000
==> Test
Train Loss 1.1647427082061768	 Train Accuracy (%): 58.619998931884766 	 Test Accuracy (%): 44.81999969482422	 gHg: 20.659351348876953	 smoothness 12.171658515930176	 sharpness 37.03399658203125
==> Epoch 179/2000
==> Test
Train Loss 1.1534826755523682	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 44.560001373291016	 gHg: 23.768964767456055	 smoothness 11.196414947509766	 sharpness 37.82264709472656
==> Epoch 180/2000
==> Test
Train Loss 1.181522011756897	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 45.130001068115234	 gHg: 47.551612854003906	 smoothness 14.6793794631958	 sharpness 36.455936431884766
==> Epoch 181/2000
==> Test
Train Loss 1.1718820333480835	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 44.619998931884766	 gHg: 60.76536560058594	 smoothness 16.519304275512695	 sharpness 37.9992561340332
==> Epoch 182/2000
==> Test
Train Loss 1.163129448890686	 Train Accuracy (%): 58.5 	 Test Accuracy (%): 45.369998931884766	 gHg: 43.05560302734375	 smoothness 14.6390962600708	 sharpness 39.814186096191406
==> Epoch 183/2000
==> Test
Train Loss 1.1582742929458618	 Train Accuracy (%): 58.619998931884766 	 Test Accuracy (%): 44.540000915527344	 gHg: 48.76034164428711	 smoothness 13.21318531036377	 sharpness 43.111576080322266
==> Epoch 184/2000
==> Test
Train Loss 1.1650230884552002	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 45.20000076293945	 gHg: 63.296142578125	 smoothness 17.132802963256836	 sharpness 38.35525131225586
==> Epoch 185/2000
==> Test
Train Loss 1.1502010822296143	 Train Accuracy (%): 58.63999938964844 	 Test Accuracy (%): 45.369998931884766	 gHg: 33.22447967529297	 smoothness 14.369526863098145	 sharpness 40.2298583984375
==> Epoch 186/2000
==> Test
Train Loss 1.1328774690628052	 Train Accuracy (%): 59.47999954223633 	 Test Accuracy (%): 44.77000045776367	 gHg: 43.808570861816406	 smoothness 11.58975601196289	 sharpness 42.47857666015625
==> Epoch 187/2000
==> Test
Train Loss 1.1691421270370483	 Train Accuracy (%): 57.779998779296875 	 Test Accuracy (%): 45.7400016784668	 gHg: 42.04982376098633	 smoothness 16.448183059692383	 sharpness 39.55799865722656
==> Epoch 188/2000
==> Test
Train Loss 1.1440244913101196	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 44.59000015258789	 gHg: 36.42333221435547	 smoothness 13.27497673034668	 sharpness 39.51427459716797
==> Epoch 189/2000
==> Test
Train Loss 1.1398974657058716	 Train Accuracy (%): 59.15999984741211 	 Test Accuracy (%): 45.2599983215332	 gHg: 53.1590576171875	 smoothness 14.321476936340332	 sharpness 43.66516876220703
==> Epoch 190/2000
==> Test
Train Loss 1.1442317962646484	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 44.439998626708984	 gHg: 61.34339904785156	 smoothness 16.726118087768555	 sharpness 41.63322448730469
==> Epoch 191/2000
==> Test
Train Loss 1.1277284622192383	 Train Accuracy (%): 59.2400016784668 	 Test Accuracy (%): 45.209999084472656	 gHg: 40.03202819824219	 smoothness 14.895692825317383	 sharpness 40.422027587890625
==> Epoch 192/2000
==> Test
Train Loss 1.1299036741256714	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 44.06999969482422	 gHg: 54.985809326171875	 smoothness 13.745059967041016	 sharpness 40.779945373535156
==> Epoch 193/2000
==> Test
Train Loss 1.1301923990249634	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 44.31999969482422	 gHg: 46.455284118652344	 smoothness 16.562915802001953	 sharpness 36.28912353515625
==> Epoch 194/2000
==> Test
Train Loss 1.1301159858703613	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 45.029998779296875	 gHg: 39.348411560058594	 smoothness 12.034363746643066	 sharpness 39.31155014038086
==> Epoch 195/2000
==> Test
Train Loss 1.1433912515640259	 Train Accuracy (%): 58.52000045776367 	 Test Accuracy (%): 44.41999816894531	 gHg: 57.76137161254883	 smoothness 14.896391868591309	 sharpness 36.87405014038086
==> Epoch 196/2000
==> Test
Train Loss 1.1309627294540405	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 44.310001373291016	 gHg: 57.3392448425293	 smoothness 13.570408821105957	 sharpness 42.13582992553711
==> Epoch 197/2000
==> Test
Train Loss 1.1839628219604492	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 43.72999954223633	 gHg: 175.77415466308594	 smoothness 14.610523223876953	 sharpness 45.8494758605957
==> Epoch 198/2000
==> Test
Train Loss 1.2224658727645874	 Train Accuracy (%): 56.41999816894531 	 Test Accuracy (%): 45.15999984741211	 gHg: 147.42930603027344	 smoothness 18.1919002532959	 sharpness 39.573020935058594
==> Epoch 199/2000
==> Test
Train Loss 1.1652439832687378	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 43.79999923706055	 gHg: 69.1557846069336	 smoothness 12.238811492919922	 sharpness 39.17530059814453
==> Epoch 200/2000
==> Test
Train Loss 1.1817364692687988	 Train Accuracy (%): 56.20000076293945 	 Test Accuracy (%): 43.59000015258789	 gHg: 245.78933715820312	 smoothness 13.593995094299316	 sharpness 44.617061614990234
==> Epoch 201/2000
==> Test
Train Loss 1.2338210344314575	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 43.34000015258789	 gHg: 256.4285888671875	 smoothness 16.043737411499023	 sharpness 38.66835021972656
==> Epoch 202/2000
==> Test
Train Loss 1.2550305128097534	 Train Accuracy (%): 54.52000045776367 	 Test Accuracy (%): 43.08000183105469	 gHg: 92.80790710449219	 smoothness 13.418427467346191	 sharpness 34.05681228637695
==> Epoch 203/2000
==> Test
Train Loss 1.2076573371887207	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 44.2599983215332	 gHg: 73.35629272460938	 smoothness 9.061651229858398	 sharpness 35.0672492980957
==> Epoch 204/2000
==> Test
Train Loss 1.1792550086975098	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 44.70000076293945	 gHg: 59.917240142822266	 smoothness 11.624456405639648	 sharpness 32.701866149902344
==> Epoch 205/2000
==> Test
Train Loss 1.2222589254379272	 Train Accuracy (%): 54.18000030517578 	 Test Accuracy (%): 44.459999084472656	 gHg: 101.06660461425781	 smoothness 8.77587890625	 sharpness 31.487289428710938
==> Epoch 206/2000
==> Test
Train Loss 1.1836323738098145	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 43.22999954223633	 gHg: 31.543170928955078	 smoothness 11.346333503723145	 sharpness 30.5981502532959
==> Epoch 207/2000
==> Test
Train Loss 1.2003079652786255	 Train Accuracy (%): 56.540000915527344 	 Test Accuracy (%): 43.959999084472656	 gHg: 28.872760772705078	 smoothness 7.843713760375977	 sharpness 29.792064666748047
==> Epoch 208/2000
==> Test
Train Loss 1.1791778802871704	 Train Accuracy (%): 57.58000183105469 	 Test Accuracy (%): 45.0099983215332	 gHg: 24.279356002807617	 smoothness 7.867441177368164	 sharpness 32.1385498046875
==> Epoch 209/2000
==> Test
Train Loss 1.1750773191452026	 Train Accuracy (%): 57.540000915527344 	 Test Accuracy (%): 44.66999816894531	 gHg: 21.869842529296875	 smoothness 10.30391788482666	 sharpness 28.950719833374023
==> Epoch 210/2000
==> Test
Train Loss 1.147303819656372	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 45.599998474121094	 gHg: 26.583057403564453	 smoothness 5.526758670806885	 sharpness 28.032133102416992
==> Epoch 211/2000
==> Test
Train Loss 1.1216232776641846	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 44.66999816894531	 gHg: 11.980103492736816	 smoothness 9.898524284362793	 sharpness 31.15214729309082
==> Epoch 212/2000
==> Test
Train Loss 1.1501564979553223	 Train Accuracy (%): 58.880001068115234 	 Test Accuracy (%): 45.040000915527344	 gHg: 18.844886779785156	 smoothness 6.576733589172363	 sharpness 33.22176742553711
==> Epoch 213/2000
==> Test
Train Loss 1.1268562078475952	 Train Accuracy (%): 58.65999984741211 	 Test Accuracy (%): 46.099998474121094	 gHg: 26.995264053344727	 smoothness 8.206340789794922	 sharpness 31.05490493774414
==> Epoch 214/2000
==> Test
Train Loss 1.1225643157958984	 Train Accuracy (%): 59.65999984741211 	 Test Accuracy (%): 45.68000030517578	 gHg: 23.576465606689453	 smoothness 12.762591361999512	 sharpness 30.853933334350586
==> Epoch 215/2000
==> Test
Train Loss 1.1003400087356567	 Train Accuracy (%): 59.58000183105469 	 Test Accuracy (%): 44.5099983215332	 gHg: 14.466408729553223	 smoothness 6.368063926696777	 sharpness 31.72443389892578
==> Epoch 216/2000
==> Test
Train Loss 1.1000120639801025	 Train Accuracy (%): 60.439998626708984 	 Test Accuracy (%): 44.880001068115234	 gHg: 26.33981704711914	 smoothness 12.11764144897461	 sharpness 33.4141731262207
==> Epoch 217/2000
==> Test
Train Loss 1.1184016466140747	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 45.290000915527344	 gHg: 37.74470901489258	 smoothness 11.109493255615234	 sharpness 37.037052154541016
==> Epoch 218/2000
==> Test
Train Loss 1.0923357009887695	 Train Accuracy (%): 61.13999938964844 	 Test Accuracy (%): 44.849998474121094	 gHg: 14.50370979309082	 smoothness 10.945379257202148	 sharpness 31.97723960876465
==> Epoch 219/2000
==> Test
Train Loss 1.0873591899871826	 Train Accuracy (%): 60.900001525878906 	 Test Accuracy (%): 45.20000076293945	 gHg: 18.569656372070312	 smoothness 9.05748462677002	 sharpness 34.01652145385742
==> Epoch 220/2000
==> Test
Train Loss 1.101805567741394	 Train Accuracy (%): 59.65999984741211 	 Test Accuracy (%): 44.560001373291016	 gHg: 15.858586311340332	 smoothness 8.481902122497559	 sharpness 36.55698013305664
==> Epoch 221/2000
==> Test
Train Loss 1.083801031112671	 Train Accuracy (%): 60.97999954223633 	 Test Accuracy (%): 45.15999984741211	 gHg: 25.790630340576172	 smoothness 12.843688011169434	 sharpness 35.737449645996094
==> Epoch 222/2000
==> Test
Train Loss 1.0809669494628906	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 44.849998474121094	 gHg: 18.621068954467773	 smoothness 8.929594993591309	 sharpness 37.90835189819336
==> Epoch 223/2000
==> Test
Train Loss 1.0838702917099	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 44.34000015258789	 gHg: 20.829294204711914	 smoothness 12.30377197265625	 sharpness 37.44878005981445
==> Epoch 224/2000
==> Test
Train Loss 1.07200288772583	 Train Accuracy (%): 61.2599983215332 	 Test Accuracy (%): 45.33000183105469	 gHg: 29.643327713012695	 smoothness 9.119132041931152	 sharpness 39.00715255737305
==> Epoch 225/2000
==> Test
Train Loss 1.0883748531341553	 Train Accuracy (%): 60.380001068115234 	 Test Accuracy (%): 44.45000076293945	 gHg: 52.237327575683594	 smoothness 14.947397232055664	 sharpness 35.39970397949219
==> Epoch 226/2000
==> Test
Train Loss 1.095127820968628	 Train Accuracy (%): 60.31999969482422 	 Test Accuracy (%): 44.84000015258789	 gHg: 47.92048645019531	 smoothness 13.599754333496094	 sharpness 40.013221740722656
==> Epoch 227/2000
==> Test
Train Loss 1.0723917484283447	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 45.380001068115234	 gHg: 55.00555419921875	 smoothness 15.083563804626465	 sharpness 39.84306716918945
==> Epoch 228/2000
==> Test
Train Loss 1.0751458406448364	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 44.16999816894531	 gHg: 74.00709533691406	 smoothness 13.625460624694824	 sharpness 41.36980438232422
==> Epoch 229/2000
==> Test
Train Loss 1.0917361974716187	 Train Accuracy (%): 61.02000045776367 	 Test Accuracy (%): 45.11000061035156	 gHg: 118.34187316894531	 smoothness 18.581052780151367	 sharpness 42.173946380615234
==> Epoch 230/2000
==> Test
Train Loss 1.085358738899231	 Train Accuracy (%): 61.15999984741211 	 Test Accuracy (%): 45.060001373291016	 gHg: 124.71881103515625	 smoothness 16.238460540771484	 sharpness 37.963462829589844
==> Epoch 231/2000
==> Test
Train Loss 1.0913399457931519	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 44.45000076293945	 gHg: 83.70088195800781	 smoothness 16.17131996154785	 sharpness 39.23569107055664
==> Epoch 232/2000
==> Test
Train Loss 1.0630676746368408	 Train Accuracy (%): 62.119998931884766 	 Test Accuracy (%): 45.29999923706055	 gHg: 43.508663177490234	 smoothness 12.096312522888184	 sharpness 37.258140563964844
==> Epoch 233/2000
==> Test
Train Loss 1.064926028251648	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 44.40999984741211	 gHg: 64.80938720703125	 smoothness 13.160195350646973	 sharpness 35.39127731323242
==> Epoch 234/2000
==> Test
Train Loss 1.0786123275756836	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 45.29999923706055	 gHg: 55.528709411621094	 smoothness 15.034125328063965	 sharpness 35.60496520996094
==> Epoch 235/2000
==> Test
Train Loss 1.0628166198730469	 Train Accuracy (%): 61.880001068115234 	 Test Accuracy (%): 45.65999984741211	 gHg: 34.96141052246094	 smoothness 12.276847839355469	 sharpness 36.528465270996094
==> Epoch 236/2000
==> Test
Train Loss 1.0505633354187012	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 44.150001525878906	 gHg: 52.7093505859375	 smoothness 11.421709060668945	 sharpness 34.70332717895508
==> Epoch 237/2000
==> Test
Train Loss 1.0605568885803223	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 45.61000061035156	 gHg: 61.002098083496094	 smoothness 16.92323875427246	 sharpness 36.725643157958984
==> Epoch 238/2000
==> Test
Train Loss 1.0333956480026245	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 45.5099983215332	 gHg: 31.830659866333008	 smoothness 12.351383209228516	 sharpness 35.49852752685547
==> Epoch 239/2000
==> Test
Train Loss 1.0471094846725464	 Train Accuracy (%): 62.18000030517578 	 Test Accuracy (%): 44.810001373291016	 gHg: 38.481441497802734	 smoothness 12.317397117614746	 sharpness 36.17797088623047
==> Epoch 240/2000
==> Test
Train Loss 1.0286186933517456	 Train Accuracy (%): 62.65999984741211 	 Test Accuracy (%): 45.38999938964844	 gHg: 36.04576873779297	 smoothness 12.805171966552734	 sharpness 37.4578971862793
==> Epoch 241/2000
==> Test
Train Loss 1.026764988899231	 Train Accuracy (%): 62.560001373291016 	 Test Accuracy (%): 44.560001373291016	 gHg: 26.189743041992188	 smoothness 11.599390983581543	 sharpness 34.46088409423828
==> Epoch 242/2000
==> Test
Train Loss 1.0395464897155762	 Train Accuracy (%): 62.08000183105469 	 Test Accuracy (%): 45.150001525878906	 gHg: 46.21221160888672	 smoothness 13.401309967041016	 sharpness 35.80805206298828
==> Epoch 243/2000
==> Test
Train Loss 1.0259029865264893	 Train Accuracy (%): 62.79999923706055 	 Test Accuracy (%): 45.220001220703125	 gHg: 31.44960594177246	 smoothness 12.77132511138916	 sharpness 38.473602294921875
==> Epoch 244/2000
==> Test
Train Loss 1.0225800275802612	 Train Accuracy (%): 63.47999954223633 	 Test Accuracy (%): 44.52000045776367	 gHg: 24.397932052612305	 smoothness 10.928784370422363	 sharpness 36.42027282714844
==> Epoch 245/2000
==> Test
Train Loss 1.021416425704956	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 44.779998779296875	 gHg: 39.178470611572266	 smoothness 11.403084754943848	 sharpness 37.65532302856445
==> Epoch 246/2000
==> Test
Train Loss 1.0384091138839722	 Train Accuracy (%): 62.040000915527344 	 Test Accuracy (%): 44.900001525878906	 gHg: 62.10478210449219	 smoothness 14.097840309143066	 sharpness 41.273590087890625
==> Epoch 247/2000
==> Test
Train Loss 1.0320940017700195	 Train Accuracy (%): 62.34000015258789 	 Test Accuracy (%): 45.529998779296875	 gHg: 43.73605728149414	 smoothness 14.94406795501709	 sharpness 37.0703125
==> Epoch 248/2000
==> Test
Train Loss 1.0073869228363037	 Train Accuracy (%): 64.30000305175781 	 Test Accuracy (%): 44.52000045776367	 gHg: 14.180487632751465	 smoothness 8.860593795776367	 sharpness 34.72535705566406
==> Epoch 249/2000
==> Test
Train Loss 1.0406923294067383	 Train Accuracy (%): 61.31999969482422 	 Test Accuracy (%): 44.84000015258789	 gHg: 57.453948974609375	 smoothness 14.017068862915039	 sharpness 41.543827056884766
==> Epoch 250/2000
==> Test
Train Loss 1.0016088485717773	 Train Accuracy (%): 63.70000076293945 	 Test Accuracy (%): 45.599998474121094	 gHg: 26.571495056152344	 smoothness 13.483972549438477	 sharpness 37.71696853637695
==> Epoch 251/2000
==> Test
Train Loss 1.0162047147750854	 Train Accuracy (%): 63.619998931884766 	 Test Accuracy (%): 44.630001068115234	 gHg: 28.64920425415039	 smoothness 8.339147567749023	 sharpness 37.36537551879883
==> Epoch 252/2000
==> Test
Train Loss 1.0370436906814575	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 44.58000183105469	 gHg: 117.41038513183594	 smoothness 17.547212600708008	 sharpness 44.79597091674805
==> Epoch 253/2000
==> Test
Train Loss 1.0281715393066406	 Train Accuracy (%): 62.939998626708984 	 Test Accuracy (%): 44.90999984741211	 gHg: 91.46719360351562	 smoothness 16.298686981201172	 sharpness 38.52953338623047
==> Epoch 254/2000
==> Test
Train Loss 1.0602024793624878	 Train Accuracy (%): 61.47999954223633 	 Test Accuracy (%): 44.58000183105469	 gHg: 137.4603271484375	 smoothness 15.98310661315918	 sharpness 39.569061279296875
==> Epoch 255/2000
==> Test
Train Loss 1.0511704683303833	 Train Accuracy (%): 61.29999923706055 	 Test Accuracy (%): 44.939998626708984	 gHg: 116.40211486816406	 smoothness 17.005584716796875	 sharpness 41.76753234863281
==> Epoch 256/2000
==> Test
Train Loss 1.0097280740737915	 Train Accuracy (%): 63.380001068115234 	 Test Accuracy (%): 44.869998931884766	 gHg: 41.312374114990234	 smoothness 12.340458869934082	 sharpness 37.55036163330078
==> Epoch 257/2000
==> Test
Train Loss 1.0269763469696045	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 44.689998626708984	 gHg: 88.67786407470703	 smoothness 11.497335433959961	 sharpness 40.89301300048828
==> Epoch 258/2000
==> Test
Train Loss 1.0390219688415527	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 44.16999816894531	 gHg: 142.82461547851562	 smoothness 17.296878814697266	 sharpness 40.80744552612305
==> Epoch 259/2000
==> Test
Train Loss 1.0600882768630981	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 44.86000061035156	 gHg: 135.1800537109375	 smoothness 16.75154685974121	 sharpness 38.152191162109375
==> Epoch 260/2000
==> Test
Train Loss 1.0051912069320679	 Train Accuracy (%): 63.52000045776367 	 Test Accuracy (%): 44.189998626708984	 gHg: 43.200218200683594	 smoothness 12.548905372619629	 sharpness 34.191619873046875
==> Epoch 261/2000
==> Test
Train Loss 1.0338557958602905	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 45.189998626708984	 gHg: 81.48970031738281	 smoothness 8.94958209991455	 sharpness 37.5045280456543
==> Epoch 262/2000
==> Test
Train Loss 1.047040343284607	 Train Accuracy (%): 62.68000030517578 	 Test Accuracy (%): 44.13999938964844	 gHg: 123.05156707763672	 smoothness 16.589611053466797	 sharpness 37.26226043701172
==> Epoch 263/2000
==> Test
Train Loss 1.0154558420181274	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 45.0	 gHg: 81.0094223022461	 smoothness 13.915541648864746	 sharpness 38.022701263427734
==> Epoch 264/2000
==> Test
Train Loss 1.0155335664749146	 Train Accuracy (%): 63.20000076293945 	 Test Accuracy (%): 44.779998779296875	 gHg: 40.912960052490234	 smoothness 11.030890464782715	 sharpness 33.911521911621094
==> Epoch 265/2000
==> Test
Train Loss 1.028112530708313	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 43.93000030517578	 gHg: 69.37748718261719	 smoothness 11.148895263671875	 sharpness 35.591182708740234
==> Epoch 266/2000
==> Test
Train Loss 1.0135408639907837	 Train Accuracy (%): 63.400001525878906 	 Test Accuracy (%): 42.880001068115234	 gHg: 72.54229736328125	 smoothness 14.661110877990723	 sharpness 35.61989974975586
==> Epoch 267/2000
==> Test
Train Loss 1.004912257194519	 Train Accuracy (%): 63.939998626708984 	 Test Accuracy (%): 43.95000076293945	 gHg: 56.63953399658203	 smoothness 11.935487747192383	 sharpness 33.113529205322266
==> Epoch 268/2000
==> Test
Train Loss 1.0140070915222168	 Train Accuracy (%): 63.439998626708984 	 Test Accuracy (%): 45.04999923706055	 gHg: 73.64729309082031	 smoothness 13.227232933044434	 sharpness 38.09834671020508
==> Epoch 269/2000
==> Test
Train Loss 1.002350091934204	 Train Accuracy (%): 63.70000076293945 	 Test Accuracy (%): 44.279998779296875	 gHg: 62.67618179321289	 smoothness 13.099406242370605	 sharpness 36.730403900146484
==> Epoch 270/2000
==> Test
Train Loss 1.0242023468017578	 Train Accuracy (%): 62.34000015258789 	 Test Accuracy (%): 44.970001220703125	 gHg: 92.00167083740234	 smoothness 12.527277946472168	 sharpness 34.651878356933594
==> Epoch 271/2000
==> Test
Train Loss 1.0168962478637695	 Train Accuracy (%): 63.79999923706055 	 Test Accuracy (%): 45.0	 gHg: 68.32679748535156	 smoothness 14.66356372833252	 sharpness 35.74365234375
==> Epoch 272/2000
==> Test
Train Loss 0.9853349328041077	 Train Accuracy (%): 64.80000305175781 	 Test Accuracy (%): 43.36000061035156	 gHg: 33.42768859863281	 smoothness 10.393074989318848	 sharpness 37.278778076171875
==> Epoch 273/2000
==> Test
Train Loss 0.9992237091064453	 Train Accuracy (%): 63.81999969482422 	 Test Accuracy (%): 45.0	 gHg: 78.55332946777344	 smoothness 12.509879112243652	 sharpness 34.020294189453125
==> Epoch 274/2000
==> Test
Train Loss 0.9821102619171143	 Train Accuracy (%): 64.83999633789062 	 Test Accuracy (%): 44.86000061035156	 gHg: 38.63380813598633	 smoothness 14.025632858276367	 sharpness 33.02912902832031
==> Epoch 275/2000
==> Test
Train Loss 0.9570140838623047	 Train Accuracy (%): 65.36000061035156 	 Test Accuracy (%): 44.40999984741211	 gHg: 29.22815704345703	 smoothness 7.189964294433594	 sharpness 37.32148361206055
==> Epoch 276/2000
==> Test
Train Loss 0.9709582328796387	 Train Accuracy (%): 64.62000274658203 	 Test Accuracy (%): 44.279998779296875	 gHg: 52.25830078125	 smoothness 15.314777374267578	 sharpness 36.393741607666016
==> Epoch 277/2000
==> Test
Train Loss 0.9560799598693848	 Train Accuracy (%): 65.41999816894531 	 Test Accuracy (%): 44.869998931884766	 gHg: 39.63044357299805	 smoothness 11.219236373901367	 sharpness 35.10965347290039
==> Epoch 278/2000
==> Test
Train Loss 0.9830277562141418	 Train Accuracy (%): 63.63999938964844 	 Test Accuracy (%): 44.599998474121094	 gHg: 66.14498901367188	 smoothness 13.754372596740723	 sharpness 37.23489761352539
==> Epoch 279/2000
==> Test
Train Loss 0.9773730635643005	 Train Accuracy (%): 64.66000366210938 	 Test Accuracy (%): 43.720001220703125	 gHg: 52.71849822998047	 smoothness 13.159558296203613	 sharpness 37.10710525512695
==> Epoch 280/2000
==> Test
Train Loss 0.9788925051689148	 Train Accuracy (%): 64.22000122070312 	 Test Accuracy (%): 45.290000915527344	 gHg: 89.91387939453125	 smoothness 12.459537506103516	 sharpness 40.46205520629883
==> Epoch 281/2000
==> Test
Train Loss 0.9938353300094604	 Train Accuracy (%): 64.12000274658203 	 Test Accuracy (%): 43.79999923706055	 gHg: 97.9295654296875	 smoothness 15.550372123718262	 sharpness 37.3497314453125
==> Epoch 282/2000
==> Test
Train Loss 0.9862990379333496	 Train Accuracy (%): 63.599998474121094 	 Test Accuracy (%): 44.630001068115234	 gHg: 80.9652099609375	 smoothness 13.786086082458496	 sharpness 37.75865173339844
==> Epoch 283/2000
==> Test
Train Loss 0.980274498462677	 Train Accuracy (%): 64.5999984741211 	 Test Accuracy (%): 45.25	 gHg: 99.53390502929688	 smoothness 12.7353515625	 sharpness 39.52619171142578
==> Epoch 284/2000
==> Test
Train Loss 1.0272101163864136	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 42.790000915527344	 gHg: 193.3569793701172	 smoothness 15.756738662719727	 sharpness 40.86244201660156
==> Epoch 285/2000
==> Test
Train Loss 1.0568979978561401	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 43.40999984741211	 gHg: 188.15643310546875	 smoothness 16.893346786499023	 sharpness 39.42107009887695
==> Epoch 286/2000
==> Test
Train Loss 1.0088109970092773	 Train Accuracy (%): 64.4000015258789 	 Test Accuracy (%): 44.779998779296875	 gHg: 98.09056854248047	 smoothness 12.120068550109863	 sharpness 36.9977912902832
==> Epoch 287/2000
==> Test
Train Loss 1.0475330352783203	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 43.779998779296875	 gHg: 149.28147888183594	 smoothness 13.74642276763916	 sharpness 38.56517791748047
==> Epoch 288/2000
==> Test
Train Loss 1.0012859106063843	 Train Accuracy (%): 63.81999969482422 	 Test Accuracy (%): 44.130001068115234	 gHg: 112.16739654541016	 smoothness 12.999738693237305	 sharpness 30.981367111206055
==> Epoch 289/2000
==> Test
Train Loss 1.0503159761428833	 Train Accuracy (%): 61.20000076293945 	 Test Accuracy (%): 44.77000045776367	 gHg: 170.30067443847656	 smoothness 12.890907287597656	 sharpness 39.331321716308594
==> Epoch 290/2000
==> Test
Train Loss 1.018765926361084	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 43.70000076293945	 gHg: 102.7820816040039	 smoothness 13.647266387939453	 sharpness 33.89799118041992
==> Epoch 291/2000
==> Test
Train Loss 1.0269036293029785	 Train Accuracy (%): 61.7599983215332 	 Test Accuracy (%): 45.27000045776367	 gHg: 108.35447692871094	 smoothness 11.832833290100098	 sharpness 29.1920166015625
==> Epoch 292/2000
==> Test
Train Loss 0.9842133522033691	 Train Accuracy (%): 64.45999908447266 	 Test Accuracy (%): 45.869998931884766	 gHg: 36.989356994628906	 smoothness 11.864452362060547	 sharpness 28.452611923217773
==> Epoch 293/2000
==> Test
Train Loss 0.994210422039032	 Train Accuracy (%): 63.13999938964844 	 Test Accuracy (%): 45.38999938964844	 gHg: 45.09197235107422	 smoothness 7.501672744750977	 sharpness 29.42803192138672
==> Epoch 294/2000
==> Test
Train Loss 0.9658131003379822	 Train Accuracy (%): 64.5199966430664 	 Test Accuracy (%): 44.380001068115234	 gHg: 28.325927734375	 smoothness 11.025498390197754	 sharpness 29.583255767822266
==> Epoch 295/2000
==> Test
Train Loss 0.9618223905563354	 Train Accuracy (%): 64.94000244140625 	 Test Accuracy (%): 44.970001220703125	 gHg: 37.152427673339844	 smoothness 7.758913040161133	 sharpness 29.01683235168457
==> Epoch 296/2000
==> Test
Train Loss 0.9638504981994629	 Train Accuracy (%): 65.30000305175781 	 Test Accuracy (%): 44.790000915527344	 gHg: 51.55059051513672	 smoothness 10.882814407348633	 sharpness 29.316417694091797
==> Epoch 297/2000
==> Test
Train Loss 0.9557411074638367	 Train Accuracy (%): 64.87999725341797 	 Test Accuracy (%): 45.310001373291016	 gHg: 27.5134220123291	 smoothness 11.837104797363281	 sharpness 32.00822830200195
==> Epoch 298/2000
==> Test
Train Loss 0.9528172612190247	 Train Accuracy (%): 65.86000061035156 	 Test Accuracy (%): 44.650001525878906	 gHg: 33.90424346923828	 smoothness 6.956188678741455	 sharpness 32.57744598388672
==> Epoch 299/2000
==> Test
Train Loss 0.9529395699501038	 Train Accuracy (%): 65.87999725341797 	 Test Accuracy (%): 45.349998474121094	 gHg: 32.962772369384766	 smoothness 13.709506034851074	 sharpness 32.21763229370117
==> Epoch 300/2000
==> Test
Train Loss 0.9332989454269409	 Train Accuracy (%): 66.27999877929688 	 Test Accuracy (%): 45.369998931884766	 gHg: 35.66576385498047	 smoothness 8.136404037475586	 sharpness 30.537120819091797
==> Epoch 301/2000
==> Test
Train Loss 0.9240265488624573	 Train Accuracy (%): 65.9800033569336 	 Test Accuracy (%): 44.66999816894531	 gHg: 22.621551513671875	 smoothness 12.106879234313965	 sharpness 33.726314544677734
==> Epoch 302/2000
==> Test
Train Loss 0.9367175102233887	 Train Accuracy (%): 65.95999908447266 	 Test Accuracy (%): 44.88999938964844	 gHg: 26.088130950927734	 smoothness 9.626055717468262	 sharpness 34.481346130371094
==> Epoch 303/2000
==> Test
Train Loss 0.8951455950737	 Train Accuracy (%): 68.0199966430664 	 Test Accuracy (%): 44.79999923706055	 gHg: 12.801767349243164	 smoothness 10.406177520751953	 sharpness 33.57239532470703
==> Epoch 304/2000
==> Test
Train Loss 0.9374781250953674	 Train Accuracy (%): 66.0999984741211 	 Test Accuracy (%): 45.93000030517578	 gHg: 38.48674392700195	 smoothness 10.83525276184082	 sharpness 33.08185958862305
==> Epoch 305/2000
==> Test
Train Loss 0.8971516489982605	 Train Accuracy (%): 67.0999984741211 	 Test Accuracy (%): 45.90999984741211	 gHg: 6.955608367919922	 smoothness 11.648164749145508	 sharpness 34.69143295288086
==> Epoch 306/2000
==> Test
Train Loss 0.9176747798919678	 Train Accuracy (%): 66.66000366210938 	 Test Accuracy (%): 45.38999938964844	 gHg: 20.125873565673828	 smoothness 5.819373607635498	 sharpness 37.48920440673828
==> Epoch 307/2000
==> Test
Train Loss 0.8903772234916687	 Train Accuracy (%): 67.91999816894531 	 Test Accuracy (%): 45.060001373291016	 gHg: 16.171754837036133	 smoothness 11.760936737060547	 sharpness 35.309913635253906
==> Epoch 308/2000
==> Test
Train Loss 0.9228800535202026	 Train Accuracy (%): 66.80000305175781 	 Test Accuracy (%): 44.4900016784668	 gHg: 56.41325759887695	 smoothness 11.94155502319336	 sharpness 36.169700622558594
==> Epoch 309/2000
==> Test
Train Loss 0.9039658308029175	 Train Accuracy (%): 67.27999877929688 	 Test Accuracy (%): 45.060001373291016	 gHg: 33.2025146484375	 smoothness 14.394075393676758	 sharpness 39.70730972290039
==> Epoch 310/2000
==> Test
Train Loss 0.8872199058532715	 Train Accuracy (%): 67.37999725341797 	 Test Accuracy (%): 44.939998626708984	 gHg: 49.260223388671875	 smoothness 10.380293846130371	 sharpness 41.94891357421875
==> Epoch 311/2000
==> Test
Train Loss 0.9025507569313049	 Train Accuracy (%): 66.83999633789062 	 Test Accuracy (%): 44.31999969482422	 gHg: 52.34404373168945	 smoothness 15.558384895324707	 sharpness 34.60673904418945
==> Epoch 312/2000
==> Test
Train Loss 0.9029324054718018	 Train Accuracy (%): 67.22000122070312 	 Test Accuracy (%): 45.68000030517578	 gHg: 73.10899353027344	 smoothness 13.03044605255127	 sharpness 39.5413703918457
==> Epoch 313/2000
==> Test
Train Loss 0.9006354212760925	 Train Accuracy (%): 67.30000305175781 	 Test Accuracy (%): 44.880001068115234	 gHg: 54.11876678466797	 smoothness 15.68254566192627	 sharpness 38.8109016418457
==> Epoch 314/2000
==> Test
Train Loss 0.8870570063591003	 Train Accuracy (%): 67.41999816894531 	 Test Accuracy (%): 44.720001220703125	 gHg: 43.53645324707031	 smoothness 11.119993209838867	 sharpness 40.22124481201172
==> Epoch 315/2000
==> Test
Train Loss 0.8959206342697144	 Train Accuracy (%): 67.41999816894531 	 Test Accuracy (%): 45.11000061035156	 gHg: 36.752567291259766	 smoothness 14.771913528442383	 sharpness 36.35442352294922
==> Epoch 316/2000
==> Test
Train Loss 0.8813159465789795	 Train Accuracy (%): 68.37999725341797 	 Test Accuracy (%): 45.20000076293945	 gHg: 32.553070068359375	 smoothness 9.942038536071777	 sharpness 37.92909240722656
==> Epoch 317/2000
==> Test
Train Loss 0.8874009847640991	 Train Accuracy (%): 67.76000213623047 	 Test Accuracy (%): 45.290000915527344	 gHg: 43.479793548583984	 smoothness 16.27422523498535	 sharpness 39.44043731689453
==> Epoch 318/2000
==> Test
Train Loss 0.8703991174697876	 Train Accuracy (%): 68.41999816894531 	 Test Accuracy (%): 44.79999923706055	 gHg: 24.393165588378906	 smoothness 11.513825416564941	 sharpness 38.77790832519531
==> Epoch 319/2000
==> Test
Train Loss 0.8664301633834839	 Train Accuracy (%): 67.44000244140625 	 Test Accuracy (%): 45.13999938964844	 gHg: 29.478496551513672	 smoothness 12.375286102294922	 sharpness 35.95261001586914
==> Epoch 320/2000
==> Test
Train Loss 0.8751396536827087	 Train Accuracy (%): 68.4000015258789 	 Test Accuracy (%): 45.619998931884766	 gHg: 19.014968872070312	 smoothness 11.895130157470703	 sharpness 37.78153610229492
==> Epoch 321/2000
==> Test
Train Loss 0.8901015520095825	 Train Accuracy (%): 67.55999755859375 	 Test Accuracy (%): 45.470001220703125	 gHg: 28.400083541870117	 smoothness 11.081151008605957	 sharpness 41.21449661254883
==> Epoch 322/2000
==> Test
Train Loss 0.8746092915534973	 Train Accuracy (%): 68.63999938964844 	 Test Accuracy (%): 45.09000015258789	 gHg: 30.10871124267578	 smoothness 11.686248779296875	 sharpness 40.15446472167969
==> Epoch 323/2000
==> Test
Train Loss 0.8733704090118408	 Train Accuracy (%): 68.04000091552734 	 Test Accuracy (%): 45.540000915527344	 gHg: 50.51072311401367	 smoothness 14.187868118286133	 sharpness 38.68467712402344
==> Epoch 324/2000
==> Test
Train Loss 0.8720548748970032	 Train Accuracy (%): 68.27999877929688 	 Test Accuracy (%): 44.88999938964844	 gHg: 45.85527038574219	 smoothness 14.388326644897461	 sharpness 39.06759262084961
==> Epoch 325/2000
==> Test
Train Loss 0.8735227584838867	 Train Accuracy (%): 68.63999938964844 	 Test Accuracy (%): 45.43000030517578	 gHg: 60.4879035949707	 smoothness 14.407630920410156	 sharpness 41.77077102661133
==> Epoch 326/2000
==> Test
Train Loss 0.8646316528320312	 Train Accuracy (%): 68.5999984741211 	 Test Accuracy (%): 44.52000045776367	 gHg: 71.6186294555664	 smoothness 16.15427589416504	 sharpness 44.01287078857422
==> Epoch 327/2000
==> Test
Train Loss 0.8847379088401794	 Train Accuracy (%): 67.55999755859375 	 Test Accuracy (%): 45.11000061035156	 gHg: 92.3390884399414	 smoothness 16.297367095947266	 sharpness 40.74234390258789
==> Epoch 328/2000
==> Test
Train Loss 0.8803447484970093	 Train Accuracy (%): 67.5 	 Test Accuracy (%): 44.380001068115234	 gHg: 90.61490631103516	 smoothness 16.736202239990234	 sharpness 42.905120849609375
==> Epoch 329/2000
==> Test
Train Loss 0.8792712688446045	 Train Accuracy (%): 67.80000305175781 	 Test Accuracy (%): 44.4900016784668	 gHg: 85.33282470703125	 smoothness 14.600879669189453	 sharpness 41.203521728515625
==> Epoch 330/2000
==> Test
Train Loss 0.8976418972015381	 Train Accuracy (%): 66.27999877929688 	 Test Accuracy (%): 45.150001525878906	 gHg: 90.36021423339844	 smoothness 16.624160766601562	 sharpness 40.12306213378906
==> Epoch 331/2000
==> Test
Train Loss 0.872026264667511	 Train Accuracy (%): 68.76000213623047 	 Test Accuracy (%): 44.04999923706055	 gHg: 96.37690734863281	 smoothness 15.30681324005127	 sharpness 43.70029830932617
==> Epoch 332/2000
==> Test
Train Loss 0.8829410076141357	 Train Accuracy (%): 68.44000244140625 	 Test Accuracy (%): 44.779998779296875	 gHg: 145.0000457763672	 smoothness 17.731266021728516	 sharpness 42.30866241455078
==> Epoch 333/2000
==> Test
Train Loss 0.9167948961257935	 Train Accuracy (%): 67.19999694824219 	 Test Accuracy (%): 44.16999816894531	 gHg: 129.95970153808594	 smoothness 17.443363189697266	 sharpness 42.85273361206055
==> Epoch 334/2000
==> Test
Train Loss 0.8525072336196899	 Train Accuracy (%): 69.41999816894531 	 Test Accuracy (%): 44.5099983215332	 gHg: 44.81006622314453	 smoothness 13.254439353942871	 sharpness 35.78902053833008
==> Epoch 335/2000
==> Test
Train Loss 0.8629656434059143	 Train Accuracy (%): 68.80000305175781 	 Test Accuracy (%): 45.09000015258789	 gHg: 41.24053192138672	 smoothness 9.145583152770996	 sharpness 36.571014404296875
==> Epoch 336/2000
==> Test
Train Loss 0.8789582848548889	 Train Accuracy (%): 67.9800033569336 	 Test Accuracy (%): 44.630001068115234	 gHg: 118.08565521240234	 smoothness 15.84538745880127	 sharpness 42.517967224121094
==> Epoch 337/2000
==> Test
Train Loss 0.9024428725242615	 Train Accuracy (%): 66.55999755859375 	 Test Accuracy (%): 44.06999969482422	 gHg: 74.9934310913086	 smoothness 15.634065628051758	 sharpness 38.29722213745117
==> Epoch 338/2000
==> Test
Train Loss 0.8740102648735046	 Train Accuracy (%): 68.30000305175781 	 Test Accuracy (%): 44.5	 gHg: 94.56529235839844	 smoothness 13.128313064575195	 sharpness 36.57119369506836
==> Epoch 339/2000
==> Test
Train Loss 0.8975388407707214	 Train Accuracy (%): 67.4800033569336 	 Test Accuracy (%): 44.0099983215332	 gHg: 163.45628356933594	 smoothness 16.859094619750977	 sharpness 43.49101257324219
==> Epoch 340/2000
==> Test
Train Loss 0.9002286195755005	 Train Accuracy (%): 67.44000244140625 	 Test Accuracy (%): 44.75	 gHg: 92.29048156738281	 smoothness 15.608734130859375	 sharpness 39.96989059448242
==> Epoch 341/2000
==> Test
Train Loss 0.8460531234741211	 Train Accuracy (%): 69.19999694824219 	 Test Accuracy (%): 45.720001220703125	 gHg: 46.38682556152344	 smoothness 10.932443618774414	 sharpness 38.57689666748047
==> Epoch 342/2000
==> Test
Train Loss 0.8970208764076233	 Train Accuracy (%): 66.18000030517578 	 Test Accuracy (%): 44.41999816894531	 gHg: 166.44219970703125	 smoothness 13.050887107849121	 sharpness 45.097354888916016
==> Epoch 343/2000
==> Test
Train Loss 0.9334707856178284	 Train Accuracy (%): 65.22000122070312 	 Test Accuracy (%): 45.380001068115234	 gHg: 178.0291748046875	 smoothness 17.7822322845459	 sharpness 44.222511291503906
==> Epoch 344/2000
==> Test
Train Loss 0.8721466064453125	 Train Accuracy (%): 68.45999908447266 	 Test Accuracy (%): 44.59000015258789	 gHg: 46.34874725341797	 smoothness 11.804485321044922	 sharpness 36.78193664550781
==> Epoch 345/2000
==> Test
Train Loss 0.9267680644989014	 Train Accuracy (%): 66.0 	 Test Accuracy (%): 44.459999084472656	 gHg: 217.75131225585938	 smoothness 10.739031791687012	 sharpness 40.25014877319336
==> Epoch 346/2000
==> Test
Train Loss 0.9403689503669739	 Train Accuracy (%): 66.04000091552734 	 Test Accuracy (%): 44.900001525878906	 gHg: 115.87777709960938	 smoothness 16.40648651123047	 sharpness 38.449493408203125
==> Epoch 347/2000
==> Test
Train Loss 0.8832976818084717	 Train Accuracy (%): 67.63999938964844 	 Test Accuracy (%): 42.5099983215332	 gHg: 87.03522491455078	 smoothness 7.774078369140625	 sharpness 36.02439880371094
==> Epoch 348/2000
==> Test
Train Loss 0.9830645322799683	 Train Accuracy (%): 64.0 	 Test Accuracy (%): 43.81999969482422	 gHg: 344.7315673828125	 smoothness 19.841081619262695	 sharpness 44.60405349731445
==> Epoch 349/2000
==> Test
Train Loss 0.9253689646720886	 Train Accuracy (%): 65.86000061035156 	 Test Accuracy (%): 43.54999923706055	 gHg: 164.50355529785156	 smoothness 13.958231925964355	 sharpness 41.730255126953125
==> Epoch 350/2000
==> Test
Train Loss 0.9600505828857422	 Train Accuracy (%): 64.86000061035156 	 Test Accuracy (%): 45.38999938964844	 gHg: 174.70309448242188	 smoothness 13.068187713623047	 sharpness 38.35869216918945
==> Epoch 351/2000
==> Test
Train Loss 0.9142685532569885	 Train Accuracy (%): 66.68000030517578 	 Test Accuracy (%): 45.29999923706055	 gHg: 75.28633117675781	 smoothness 12.494606018066406	 sharpness 33.713897705078125
==> Epoch 352/2000
==> Test
Train Loss 0.9097455143928528	 Train Accuracy (%): 66.19999694824219 	 Test Accuracy (%): 43.45000076293945	 gHg: 79.42221069335938	 smoothness 8.57162857055664	 sharpness 33.26749801635742
==> Epoch 353/2000
==> Test
Train Loss 0.9076458215713501	 Train Accuracy (%): 66.69999694824219 	 Test Accuracy (%): 43.97999954223633	 gHg: 115.66114807128906	 smoothness 13.228996276855469	 sharpness 32.88991928100586
==> Epoch 354/2000
==> Test
Train Loss 0.9030320048332214	 Train Accuracy (%): 66.80000305175781 	 Test Accuracy (%): 44.9900016784668	 gHg: 92.38728332519531	 smoothness 13.06143856048584	 sharpness 37.83403778076172
==> Epoch 355/2000
==> Test
Train Loss 0.8855441212654114	 Train Accuracy (%): 67.36000061035156 	 Test Accuracy (%): 44.77000045776367	 gHg: 58.33263397216797	 smoothness 10.267903327941895	 sharpness 33.897586822509766
==> Epoch 356/2000
==> Test
Train Loss 0.8583979606628418	 Train Accuracy (%): 69.08000183105469 	 Test Accuracy (%): 44.099998474121094	 gHg: 31.19479751586914	 smoothness 11.363025665283203	 sharpness 29.73619270324707
==> Epoch 357/2000
==> Test
Train Loss 0.8761101365089417	 Train Accuracy (%): 68.4000015258789 	 Test Accuracy (%): 44.900001525878906	 gHg: 52.57569885253906	 smoothness 6.8208818435668945	 sharpness 30.46246910095215
==> Epoch 358/2000
==> Test
Train Loss 0.8625448942184448	 Train Accuracy (%): 68.58000183105469 	 Test Accuracy (%): 44.939998626708984	 gHg: 72.23788452148438	 smoothness 13.140877723693848	 sharpness 34.02198791503906
==> Epoch 359/2000
==> Test
Train Loss 0.8525546789169312	 Train Accuracy (%): 68.30000305175781 	 Test Accuracy (%): 44.45000076293945	 gHg: 41.820533752441406	 smoothness 11.210946083068848	 sharpness 30.72115707397461
==> Epoch 360/2000
==> Test
Train Loss 0.8581567406654358	 Train Accuracy (%): 69.0999984741211 	 Test Accuracy (%): 44.90999984741211	 gHg: 29.65027618408203	 smoothness 10.113958358764648	 sharpness 32.34727096557617
==> Epoch 361/2000
==> Test
Train Loss 0.8287988305091858	 Train Accuracy (%): 69.95999908447266 	 Test Accuracy (%): 45.400001525878906	 gHg: 40.7900276184082	 smoothness 9.841079711914062	 sharpness 30.748401641845703
==> Epoch 362/2000
==> Test
Train Loss 0.84030681848526	 Train Accuracy (%): 68.58000183105469 	 Test Accuracy (%): 45.59000015258789	 gHg: 55.02619171142578	 smoothness 12.365950584411621	 sharpness 37.37324905395508
==> Epoch 363/2000
==> Test
Train Loss 0.8381202220916748	 Train Accuracy (%): 70.30000305175781 	 Test Accuracy (%): 45.29999923706055	 gHg: 35.07775115966797	 smoothness 11.857322692871094	 sharpness 33.45597457885742
==> Epoch 364/2000
==> Test
Train Loss 0.8180408477783203	 Train Accuracy (%): 70.9800033569336 	 Test Accuracy (%): 44.54999923706055	 gHg: 39.17410659790039	 smoothness 9.829646110534668	 sharpness 34.8485107421875
==> Epoch 365/2000
==> Test
Train Loss 0.8465482592582703	 Train Accuracy (%): 69.9800033569336 	 Test Accuracy (%): 44.540000915527344	 gHg: 79.54693603515625	 smoothness 14.086569786071777	 sharpness 39.15750503540039
==> Epoch 366/2000
==> Test
Train Loss 0.8406848907470703	 Train Accuracy (%): 69.80000305175781 	 Test Accuracy (%): 44.08000183105469	 gHg: 103.96917724609375	 smoothness 12.60142707824707	 sharpness 35.62327575683594
==> Epoch 367/2000
==> Test
Train Loss 0.8843576908111572	 Train Accuracy (%): 67.87999725341797 	 Test Accuracy (%): 44.900001525878906	 gHg: 96.68418884277344	 smoothness 16.154399871826172	 sharpness 36.834102630615234
==> Epoch 368/2000
==> Test
Train Loss 0.8089547157287598	 Train Accuracy (%): 70.72000122070312 	 Test Accuracy (%): 44.369998931884766	 gHg: 27.434558868408203	 smoothness 10.51685905456543	 sharpness 35.50583267211914
==> Epoch 369/2000
==> Test
Train Loss 0.8639808297157288	 Train Accuracy (%): 67.69999694824219 	 Test Accuracy (%): 44.209999084472656	 gHg: 171.07345581054688	 smoothness 12.273388862609863	 sharpness 38.764530181884766
==> Epoch 370/2000
==> Test
Train Loss 0.8722851276397705	 Train Accuracy (%): 68.22000122070312 	 Test Accuracy (%): 45.279998779296875	 gHg: 108.0830078125	 smoothness 17.054723739624023	 sharpness 36.154510498046875
==> Epoch 371/2000
==> Test
Train Loss 0.831782341003418	 Train Accuracy (%): 69.16000366210938 	 Test Accuracy (%): 44.689998626708984	 gHg: 52.30433654785156	 smoothness 9.656669616699219	 sharpness 33.25275421142578
==> Epoch 372/2000
==> Test
Train Loss 0.8532087802886963	 Train Accuracy (%): 68.9800033569336 	 Test Accuracy (%): 44.75	 gHg: 133.2102508544922	 smoothness 14.599079132080078	 sharpness 35.10541915893555
==> Epoch 373/2000
==> Test
Train Loss 0.8676936626434326	 Train Accuracy (%): 68.18000030517578 	 Test Accuracy (%): 44.27000045776367	 gHg: 149.4417724609375	 smoothness 13.780652046203613	 sharpness 37.501373291015625
==> Epoch 374/2000
==> Test
Train Loss 0.8695874214172363	 Train Accuracy (%): 68.23999786376953 	 Test Accuracy (%): 43.380001068115234	 gHg: 111.94478607177734	 smoothness 14.054107666015625	 sharpness 39.43593215942383
==> Epoch 375/2000
==> Test
Train Loss 0.8670271635055542	 Train Accuracy (%): 67.9000015258789 	 Test Accuracy (%): 44.2400016784668	 gHg: 102.11502838134766	 smoothness 11.79681396484375	 sharpness 36.96042251586914
==> Epoch 376/2000
==> Test
Train Loss 0.8658273220062256	 Train Accuracy (%): 68.66000366210938 	 Test Accuracy (%): 45.189998626708984	 gHg: 148.39227294921875	 smoothness 15.572848320007324	 sharpness 35.59090805053711
==> Epoch 377/2000
==> Test
Train Loss 0.8192395567893982	 Train Accuracy (%): 70.55999755859375 	 Test Accuracy (%): 43.36000061035156	 gHg: 62.07147979736328	 smoothness 11.833681106567383	 sharpness 38.770294189453125
==> Epoch 378/2000
==> Test
Train Loss 0.838370680809021	 Train Accuracy (%): 68.87999725341797 	 Test Accuracy (%): 44.68000030517578	 gHg: 117.23812103271484	 smoothness 12.08420467376709	 sharpness 36.97035217285156
==> Epoch 379/2000
==> Test
Train Loss 0.8410413861274719	 Train Accuracy (%): 68.91999816894531 	 Test Accuracy (%): 44.97999954223633	 gHg: 144.00885009765625	 smoothness 14.867487907409668	 sharpness 36.471858978271484
==> Epoch 380/2000
==> Test
Train Loss 0.8328349590301514	 Train Accuracy (%): 70.0999984741211 	 Test Accuracy (%): 45.13999938964844	 gHg: 73.9083251953125	 smoothness 12.544510841369629	 sharpness 37.965518951416016
==> Epoch 381/2000
==> Test
Train Loss 0.8323203921318054	 Train Accuracy (%): 69.73999786376953 	 Test Accuracy (%): 46.18000030517578	 gHg: 66.84718322753906	 smoothness 10.65036678314209	 sharpness 34.076194763183594
==> Epoch 382/2000
==> Test
Train Loss 0.8296791911125183	 Train Accuracy (%): 70.0 	 Test Accuracy (%): 44.790000915527344	 gHg: 93.91995239257812	 smoothness 14.032439231872559	 sharpness 34.77608871459961
==> Epoch 383/2000
==> Test
Train Loss 0.798515260219574	 Train Accuracy (%): 71.30000305175781 	 Test Accuracy (%): 44.02000045776367	 gHg: 94.62157440185547	 smoothness 11.556002616882324	 sharpness 40.33265686035156
==> Epoch 384/2000
==> Test
Train Loss 0.8554572463035583	 Train Accuracy (%): 69.5999984741211 	 Test Accuracy (%): 45.15999984741211	 gHg: 106.330078125	 smoothness 15.71954345703125	 sharpness 37.38688278198242
==> Epoch 385/2000
==> Test
Train Loss 0.8070083856582642	 Train Accuracy (%): 71.0 	 Test Accuracy (%): 43.709999084472656	 gHg: 40.3191032409668	 smoothness 11.514272689819336	 sharpness 32.27998733520508
==> Epoch 386/2000
==> Test
Train Loss 0.8420135974884033	 Train Accuracy (%): 69.72000122070312 	 Test Accuracy (%): 44.65999984741211	 gHg: 131.05410766601562	 smoothness 10.173624038696289	 sharpness 39.78871154785156
==> Epoch 387/2000
==> Test
Train Loss 0.8424819111824036	 Train Accuracy (%): 68.81999969482422 	 Test Accuracy (%): 45.11000061035156	 gHg: 96.49752044677734	 smoothness 15.921306610107422	 sharpness 34.648048400878906
==> Epoch 388/2000
==> Test
Train Loss 0.7989369034767151	 Train Accuracy (%): 70.9800033569336 	 Test Accuracy (%): 44.13999938964844	 gHg: 60.04429244995117	 smoothness 10.186426162719727	 sharpness 34.69776153564453
==> Epoch 389/2000
==> Test
Train Loss 0.833639919757843	 Train Accuracy (%): 68.91999816894531 	 Test Accuracy (%): 44.33000183105469	 gHg: 148.21826171875	 smoothness 13.636017799377441	 sharpness 39.69862747192383
==> Epoch 390/2000
==> Test
Train Loss 0.8596827983856201	 Train Accuracy (%): 68.04000091552734 	 Test Accuracy (%): 43.900001525878906	 gHg: 154.18118286132812	 smoothness 15.044989585876465	 sharpness 39.358760833740234
==> Epoch 391/2000
==> Test
Train Loss 0.8390301465988159	 Train Accuracy (%): 68.0999984741211 	 Test Accuracy (%): 43.970001220703125	 gHg: 142.20391845703125	 smoothness 13.908475875854492	 sharpness 36.42515182495117
==> Epoch 392/2000
==> Test
Train Loss 0.8572311401367188	 Train Accuracy (%): 69.19999694824219 	 Test Accuracy (%): 44.11000061035156	 gHg: 130.80836486816406	 smoothness 12.818331718444824	 sharpness 38.817840576171875
==> Epoch 393/2000
==> Test
Train Loss 0.8453289866447449	 Train Accuracy (%): 69.33999633789062 	 Test Accuracy (%): 42.63999938964844	 gHg: 149.71051025390625	 smoothness 12.868285179138184	 sharpness 38.50774383544922
==> Epoch 394/2000
==> Test
Train Loss 0.8948636651039124	 Train Accuracy (%): 67.16000366210938 	 Test Accuracy (%): 43.68000030517578	 gHg: 230.98841857910156	 smoothness 15.443853378295898	 sharpness 43.09405517578125
==> Epoch 395/2000
==> Test
Train Loss 0.8513414859771729	 Train Accuracy (%): 69.4800033569336 	 Test Accuracy (%): 43.5	 gHg: 125.26924133300781	 smoothness 13.84511661529541	 sharpness 35.49397659301758
==> Epoch 396/2000
==> Test
Train Loss 0.8531746864318848	 Train Accuracy (%): 68.5999984741211 	 Test Accuracy (%): 42.790000915527344	 gHg: 119.81283569335938	 smoothness 10.52891731262207	 sharpness 34.10483169555664
==> Epoch 397/2000
==> Test
Train Loss 0.8576762676239014	 Train Accuracy (%): 68.80000305175781 	 Test Accuracy (%): 44.06999969482422	 gHg: 174.98287963867188	 smoothness 13.819563865661621	 sharpness 36.128456115722656
==> Epoch 398/2000
==> Test
Train Loss 0.8804410099983215	 Train Accuracy (%): 67.66000366210938 	 Test Accuracy (%): 43.470001220703125	 gHg: 162.60166931152344	 smoothness 12.633397102355957	 sharpness 31.64693832397461
==> Epoch 399/2000
==> Test
Train Loss 0.8468371033668518	 Train Accuracy (%): 69.4800033569336 	 Test Accuracy (%): 44.189998626708984	 gHg: 91.0946273803711	 smoothness 13.89598560333252	 sharpness 33.46710205078125
==> Epoch 400/2000
==> Test
Train Loss 0.8163752555847168	 Train Accuracy (%): 70.45999908447266 	 Test Accuracy (%): 43.27000045776367	 gHg: 58.883689880371094	 smoothness 6.949604034423828	 sharpness 29.16748046875
==> Epoch 401/2000
==> Test
Train Loss 0.8747743964195251	 Train Accuracy (%): 68.33999633789062 	 Test Accuracy (%): 44.11000061035156	 gHg: 150.67123413085938	 smoothness 15.950990676879883	 sharpness 32.406917572021484
==> Epoch 402/2000
==> Test
Train Loss 0.8269270658493042	 Train Accuracy (%): 70.36000061035156 	 Test Accuracy (%): 43.54999923706055	 gHg: 72.73574829101562	 smoothness 12.902997016906738	 sharpness 30.071447372436523
==> Epoch 403/2000
==> Test
Train Loss 0.8268290162086487	 Train Accuracy (%): 69.13999938964844 	 Test Accuracy (%): 44.119998931884766	 gHg: 53.09827423095703	 smoothness 9.995189666748047	 sharpness 29.07842445373535
==> Epoch 404/2000
==> Test
Train Loss 0.795158863067627	 Train Accuracy (%): 70.69999694824219 	 Test Accuracy (%): 44.7599983215332	 gHg: 41.51874923706055	 smoothness 10.24046802520752	 sharpness 27.60371208190918
==> Epoch 405/2000
==> Test
Train Loss 0.7981393933296204	 Train Accuracy (%): 71.12000274658203 	 Test Accuracy (%): 45.040000915527344	 gHg: 32.67279052734375	 smoothness 10.692835807800293	 sharpness 31.25718116760254
==> Epoch 406/2000
==> Test
Train Loss 0.7811556458473206	 Train Accuracy (%): 72.12000274658203 	 Test Accuracy (%): 45.709999084472656	 gHg: 29.10077667236328	 smoothness 9.42143440246582	 sharpness 30.74008560180664
==> Epoch 407/2000
==> Test
Train Loss 0.771472156047821	 Train Accuracy (%): 72.4000015258789 	 Test Accuracy (%): 45.709999084472656	 gHg: 24.698915481567383	 smoothness 10.381430625915527	 sharpness 31.016935348510742
==> Epoch 408/2000
==> Test
Train Loss 0.7655528783798218	 Train Accuracy (%): 72.13999938964844 	 Test Accuracy (%): 45.41999816894531	 gHg: 45.261024475097656	 smoothness 9.751762390136719	 sharpness 29.805191040039062
==> Epoch 409/2000
==> Test
Train Loss 0.751392662525177	 Train Accuracy (%): 72.33999633789062 	 Test Accuracy (%): 44.689998626708984	 gHg: 22.703384399414062	 smoothness 11.952356338500977	 sharpness 31.579639434814453
==> Epoch 410/2000
==> Test
Train Loss 0.7711709141731262	 Train Accuracy (%): 72.62000274658203 	 Test Accuracy (%): 45.27000045776367	 gHg: 36.07633590698242	 smoothness 8.531487464904785	 sharpness 32.298500061035156
==> Epoch 411/2000
==> Test
Train Loss 0.7777913212776184	 Train Accuracy (%): 72.0999984741211 	 Test Accuracy (%): 44.75	 gHg: 26.58749771118164	 smoothness 13.123570442199707	 sharpness 33.799434661865234
==> Epoch 412/2000
==> Test
Train Loss 0.7590908408164978	 Train Accuracy (%): 73.41999816894531 	 Test Accuracy (%): 44.97999954223633	 gHg: 26.64128875732422	 smoothness 7.394334316253662	 sharpness 34.41873550415039
==> Epoch 413/2000
==> Test
Train Loss 0.7467221617698669	 Train Accuracy (%): 72.73999786376953 	 Test Accuracy (%): 45.36000061035156	 gHg: 36.846561431884766	 smoothness 12.989497184753418	 sharpness 35.0511474609375
==> Epoch 414/2000
==> Test
Train Loss 0.746670663356781	 Train Accuracy (%): 72.83999633789062 	 Test Accuracy (%): 45.08000183105469	 gHg: 44.96640396118164	 smoothness 12.22553825378418	 sharpness 37.067893981933594
==> Epoch 415/2000
==> Test
Train Loss 0.7562810778617859	 Train Accuracy (%): 72.73999786376953 	 Test Accuracy (%): 44.86000061035156	 gHg: 35.35448455810547	 smoothness 13.269572257995605	 sharpness 35.14600372314453
==> Epoch 416/2000
==> Test
Train Loss 0.7360962629318237	 Train Accuracy (%): 73.5199966430664 	 Test Accuracy (%): 44.11000061035156	 gHg: 33.32381057739258	 smoothness 10.78886890411377	 sharpness 34.593841552734375
==> Epoch 417/2000
==> Test
Train Loss 0.7510138750076294	 Train Accuracy (%): 72.62000274658203 	 Test Accuracy (%): 44.43000030517578	 gHg: 56.58525466918945	 smoothness 12.490595817565918	 sharpness 39.89905548095703
==> Epoch 418/2000
==> Test
Train Loss 0.74863600730896	 Train Accuracy (%): 73.05999755859375 	 Test Accuracy (%): 44.93000030517578	 gHg: 49.32598876953125	 smoothness 13.996854782104492	 sharpness 38.91134262084961
==> Epoch 419/2000
==> Test
Train Loss 0.720223605632782	 Train Accuracy (%): 73.81999969482422 	 Test Accuracy (%): 44.86000061035156	 gHg: 31.573020935058594	 smoothness 12.009088516235352	 sharpness 36.29015350341797
==> Epoch 420/2000
==> Test
Train Loss 0.7223597764968872	 Train Accuracy (%): 74.30000305175781 	 Test Accuracy (%): 45.06999969482422	 gHg: 53.92051696777344	 smoothness 10.452695846557617	 sharpness 41.53960418701172
==> Epoch 421/2000
==> Test
Train Loss 0.7294723391532898	 Train Accuracy (%): 73.9800033569336 	 Test Accuracy (%): 45.04999923706055	 gHg: 44.42668151855469	 smoothness 15.047630310058594	 sharpness 37.45378112792969
==> Epoch 422/2000
==> Test
Train Loss 0.6936208605766296	 Train Accuracy (%): 75.08000183105469 	 Test Accuracy (%): 45.209999084472656	 gHg: 26.113162994384766	 smoothness 11.052186965942383	 sharpness 36.749202728271484
==> Epoch 423/2000
==> Test
Train Loss 0.7437683343887329	 Train Accuracy (%): 73.18000030517578 	 Test Accuracy (%): 45.130001068115234	 gHg: 73.88597106933594	 smoothness 12.845566749572754	 sharpness 40.203670501708984
==> Epoch 424/2000
==> Test
Train Loss 0.7402057647705078	 Train Accuracy (%): 72.55999755859375 	 Test Accuracy (%): 44.689998626708984	 gHg: 61.90979766845703	 smoothness 14.748385429382324	 sharpness 39.49286651611328
==> Epoch 425/2000
==> Test
Train Loss 0.7304757237434387	 Train Accuracy (%): 73.80000305175781 	 Test Accuracy (%): 44.529998779296875	 gHg: 67.84547424316406	 smoothness 12.019636154174805	 sharpness 37.088623046875
==> Epoch 426/2000
==> Test
Train Loss 0.7646948099136353	 Train Accuracy (%): 71.83999633789062 	 Test Accuracy (%): 44.310001373291016	 gHg: 115.0343246459961	 smoothness 15.430015563964844	 sharpness 41.638023376464844
==> Epoch 427/2000
==> Test
Train Loss 0.7541424036026001	 Train Accuracy (%): 73.04000091552734 	 Test Accuracy (%): 44.52000045776367	 gHg: 89.52527618408203	 smoothness 14.392005920410156	 sharpness 37.83616638183594
==> Epoch 428/2000
==> Test
Train Loss 0.7262019515037537	 Train Accuracy (%): 73.4000015258789 	 Test Accuracy (%): 44.31999969482422	 gHg: 79.14295196533203	 smoothness 12.72436809539795	 sharpness 36.694969177246094
==> Epoch 429/2000
==> Test
Train Loss 0.7651293873786926	 Train Accuracy (%): 72.19999694824219 	 Test Accuracy (%): 44.470001220703125	 gHg: 92.2491683959961	 smoothness 13.203631401062012	 sharpness 41.08755874633789
==> Epoch 430/2000
==> Test
Train Loss 0.7389116883277893	 Train Accuracy (%): 73.12000274658203 	 Test Accuracy (%): 44.560001373291016	 gHg: 91.43342590332031	 smoothness 13.841883659362793	 sharpness 37.48257064819336
==> Epoch 431/2000
==> Test
Train Loss 0.7125937938690186	 Train Accuracy (%): 74.19999694824219 	 Test Accuracy (%): 45.060001373291016	 gHg: 53.13414001464844	 smoothness 12.992717742919922	 sharpness 36.09833908081055
==> Epoch 432/2000
==> Test
Train Loss 0.7195366024971008	 Train Accuracy (%): 74.19999694824219 	 Test Accuracy (%): 44.06999969482422	 gHg: 44.02505874633789	 smoothness 9.73044490814209	 sharpness 37.704856872558594
==> Epoch 433/2000
==> Test
Train Loss 0.7346642017364502	 Train Accuracy (%): 72.36000061035156 	 Test Accuracy (%): 45.15999984741211	 gHg: 86.24714660644531	 smoothness 13.328661918640137	 sharpness 36.17823028564453
==> Epoch 434/2000
==> Test
Train Loss 0.7308506369590759	 Train Accuracy (%): 73.80000305175781 	 Test Accuracy (%): 45.84000015258789	 gHg: 49.883670806884766	 smoothness 14.01945972442627	 sharpness 34.912841796875
==> Epoch 435/2000
==> Test
Train Loss 0.7107700705528259	 Train Accuracy (%): 74.77999877929688 	 Test Accuracy (%): 44.97999954223633	 gHg: 31.92410659790039	 smoothness 9.440637588500977	 sharpness 36.04719543457031
==> Epoch 436/2000
==> Test
Train Loss 0.7317370772361755	 Train Accuracy (%): 72.91999816894531 	 Test Accuracy (%): 44.20000076293945	 gHg: 97.43789672851562	 smoothness 14.799445152282715	 sharpness 37.434688568115234
==> Epoch 437/2000
==> Test
Train Loss 0.7294760346412659	 Train Accuracy (%): 73.77999877929688 	 Test Accuracy (%): 45.2599983215332	 gHg: 65.04487609863281	 smoothness 14.803365707397461	 sharpness 37.070465087890625
==> Epoch 438/2000
==> Test
Train Loss 0.6970115900039673	 Train Accuracy (%): 75.05999755859375 	 Test Accuracy (%): 45.33000183105469	 gHg: 45.594017028808594	 smoothness 12.148703575134277	 sharpness 35.75652313232422
==> Epoch 439/2000
==> Test
Train Loss 0.7083860635757446	 Train Accuracy (%): 74.31999969482422 	 Test Accuracy (%): 44.540000915527344	 gHg: 43.00749588012695	 smoothness 11.235718727111816	 sharpness 35.617401123046875
==> Epoch 440/2000
==> Test
Train Loss 0.7004421949386597	 Train Accuracy (%): 75.0199966430664 	 Test Accuracy (%): 44.63999938964844	 gHg: 66.49751281738281	 smoothness 12.726299285888672	 sharpness 38.208396911621094
==> Epoch 441/2000
==> Test
Train Loss 0.7230176329612732	 Train Accuracy (%): 74.05999755859375 	 Test Accuracy (%): 44.36000061035156	 gHg: 87.0743637084961	 smoothness 15.559864044189453	 sharpness 36.76139450073242
==> Epoch 442/2000
==> Test
Train Loss 0.6987667083740234	 Train Accuracy (%): 74.73999786376953 	 Test Accuracy (%): 44.83000183105469	 gHg: 65.41014862060547	 smoothness 14.003798484802246	 sharpness 38.305030822753906
==> Epoch 443/2000
==> Test
Train Loss 0.7032848000526428	 Train Accuracy (%): 75.04000091552734 	 Test Accuracy (%): 44.66999816894531	 gHg: 48.81753921508789	 smoothness 13.150431632995605	 sharpness 41.38190841674805
==> Epoch 444/2000
==> Test
Train Loss 0.6783358454704285	 Train Accuracy (%): 75.62000274658203 	 Test Accuracy (%): 44.650001525878906	 gHg: 41.53596496582031	 smoothness 11.512596130371094	 sharpness 38.804283142089844
==> Epoch 445/2000
==> Test
Train Loss 0.6935588121414185	 Train Accuracy (%): 75.0199966430664 	 Test Accuracy (%): 44.630001068115234	 gHg: 48.760826110839844	 smoothness 13.086502075195312	 sharpness 37.21891784667969
==> Epoch 446/2000
==> Test
Train Loss 0.6906510591506958	 Train Accuracy (%): 75.31999969482422 	 Test Accuracy (%): 43.90999984741211	 gHg: 75.01477813720703	 smoothness 13.345341682434082	 sharpness 42.47090530395508
==> Epoch 447/2000
==> Test
Train Loss 0.7040181756019592	 Train Accuracy (%): 74.26000213623047 	 Test Accuracy (%): 45.47999954223633	 gHg: 72.03819274902344	 smoothness 15.187636375427246	 sharpness 38.946353912353516
==> Epoch 448/2000
==> Test
Train Loss 0.6776714324951172	 Train Accuracy (%): 75.05999755859375 	 Test Accuracy (%): 45.380001068115234	 gHg: 46.65022659301758	 smoothness 13.039115905761719	 sharpness 39.60222244262695
==> Epoch 449/2000
==> Test
Train Loss 0.6916189193725586	 Train Accuracy (%): 74.5999984741211 	 Test Accuracy (%): 45.15999984741211	 gHg: 65.77984619140625	 smoothness 12.264986038208008	 sharpness 39.092830657958984
==> Epoch 450/2000
==> Test
Train Loss 0.7075715065002441	 Train Accuracy (%): 73.77999877929688 	 Test Accuracy (%): 45.459999084472656	 gHg: 93.02394104003906	 smoothness 15.708378791809082	 sharpness 38.73059844970703
==> Epoch 451/2000
==> Test
Train Loss 0.6831033229827881	 Train Accuracy (%): 74.77999877929688 	 Test Accuracy (%): 45.630001068115234	 gHg: 66.51911926269531	 smoothness 14.805930137634277	 sharpness 38.9102783203125
==> Epoch 452/2000
==> Test
Train Loss 0.6671092510223389	 Train Accuracy (%): 76.23999786376953 	 Test Accuracy (%): 44.880001068115234	 gHg: 35.460445404052734	 smoothness 11.261163711547852	 sharpness 34.0333366394043
==> Epoch 453/2000
==> Test
Train Loss 0.6858009099960327	 Train Accuracy (%): 74.95999908447266 	 Test Accuracy (%): 45.150001525878906	 gHg: 69.89714050292969	 smoothness 13.174744606018066	 sharpness 37.250732421875
==> Epoch 454/2000
==> Test
Train Loss 0.692924439907074	 Train Accuracy (%): 74.9000015258789 	 Test Accuracy (%): 45.5	 gHg: 72.4781494140625	 smoothness 15.61474609375	 sharpness 40.53976821899414
==> Epoch 455/2000
==> Test
Train Loss 0.6690559387207031	 Train Accuracy (%): 75.37999725341797 	 Test Accuracy (%): 43.86000061035156	 gHg: 52.7041130065918	 smoothness 12.795957565307617	 sharpness 39.16785430908203
==> Epoch 456/2000
==> Test
Train Loss 0.66721111536026	 Train Accuracy (%): 76.23999786376953 	 Test Accuracy (%): 44.61000061035156	 gHg: 79.70171356201172	 smoothness 14.443706512451172	 sharpness 39.00240707397461
==> Epoch 457/2000
==> Test
Train Loss 0.6857970952987671	 Train Accuracy (%): 75.33999633789062 	 Test Accuracy (%): 44.459999084472656	 gHg: 68.62688446044922	 smoothness 14.776517868041992	 sharpness 39.77267074584961
==> Epoch 458/2000
==> Test
Train Loss 0.6666678786277771	 Train Accuracy (%): 75.72000122070312 	 Test Accuracy (%): 44.70000076293945	 gHg: 93.58775329589844	 smoothness 14.380853652954102	 sharpness 38.760921478271484
==> Epoch 459/2000
==> Test
Train Loss 0.7080405950546265	 Train Accuracy (%): 73.73999786376953 	 Test Accuracy (%): 45.029998779296875	 gHg: 108.58995056152344	 smoothness 16.933887481689453	 sharpness 42.96942138671875
==> Epoch 460/2000
==> Test
Train Loss 0.6609703302383423	 Train Accuracy (%): 75.76000213623047 	 Test Accuracy (%): 44.54999923706055	 gHg: 56.78841018676758	 smoothness 14.058280944824219	 sharpness 39.504051208496094
==> Epoch 461/2000
==> Test
Train Loss 0.6746272444725037	 Train Accuracy (%): 76.04000091552734 	 Test Accuracy (%): 44.119998931884766	 gHg: 55.131717681884766	 smoothness 12.847251892089844	 sharpness 38.0013313293457
==> Epoch 462/2000
==> Test
Train Loss 0.6553745269775391	 Train Accuracy (%): 76.26000213623047 	 Test Accuracy (%): 45.029998779296875	 gHg: 50.72883987426758	 smoothness 13.981064796447754	 sharpness 39.503726959228516
==> Epoch 463/2000
==> Test
Train Loss 0.6527805924415588	 Train Accuracy (%): 77.0999984741211 	 Test Accuracy (%): 44.810001373291016	 gHg: 46.3140754699707	 smoothness 11.143288612365723	 sharpness 38.02437973022461
==> Epoch 464/2000
==> Test
Train Loss 0.6912038326263428	 Train Accuracy (%): 74.86000061035156 	 Test Accuracy (%): 44.709999084472656	 gHg: 127.50631713867188	 smoothness 15.829035758972168	 sharpness 40.15918731689453
==> Epoch 465/2000
==> Test
Train Loss 0.69600909948349	 Train Accuracy (%): 75.41999816894531 	 Test Accuracy (%): 44.7599983215332	 gHg: 111.14366912841797	 smoothness 17.76339340209961	 sharpness 40.54376220703125
==> Epoch 466/2000
==> Test
Train Loss 0.6503322124481201	 Train Accuracy (%): 76.94000244140625 	 Test Accuracy (%): 43.59000015258789	 gHg: 22.963674545288086	 smoothness 11.378083229064941	 sharpness 37.45414733886719
==> Epoch 467/2000
==> Test
Train Loss 0.6742533445358276	 Train Accuracy (%): 75.63999938964844 	 Test Accuracy (%): 45.0	 gHg: 130.29864501953125	 smoothness 9.007072448730469	 sharpness 41.868247985839844
==> Epoch 468/2000
==> Test
Train Loss 0.6907442808151245	 Train Accuracy (%): 75.05999755859375 	 Test Accuracy (%): 45.810001373291016	 gHg: 88.58865356445312	 smoothness 16.60116195678711	 sharpness 37.70631408691406
==> Epoch 469/2000
==> Test
Train Loss 0.6443495154380798	 Train Accuracy (%): 77.22000122070312 	 Test Accuracy (%): 44.86000061035156	 gHg: 39.77875518798828	 smoothness 9.533346176147461	 sharpness 37.744163513183594
==> Epoch 470/2000
==> Test
Train Loss 0.7089747190475464	 Train Accuracy (%): 74.5999984741211 	 Test Accuracy (%): 44.36000061035156	 gHg: 217.38543701171875	 smoothness 15.378137588500977	 sharpness 42.98525619506836
==> Epoch 471/2000
==> Test
Train Loss 0.7137332558631897	 Train Accuracy (%): 74.37999725341797 	 Test Accuracy (%): 42.439998626708984	 gHg: 97.38346862792969	 smoothness 15.687448501586914	 sharpness 38.606021881103516
==> Epoch 472/2000
==> Test
Train Loss 0.6993321180343628	 Train Accuracy (%): 74.27999877929688 	 Test Accuracy (%): 42.58000183105469	 gHg: 111.25553894042969	 smoothness 9.272987365722656	 sharpness 40.43597412109375
==> Epoch 473/2000
==> Test
Train Loss 0.7543741464614868	 Train Accuracy (%): 72.0999984741211 	 Test Accuracy (%): 44.63999938964844	 gHg: 267.18408203125	 smoothness 17.112686157226562	 sharpness 42.29325485229492
==> Epoch 474/2000
==> Test
Train Loss 0.7033360600471497	 Train Accuracy (%): 74.87999725341797 	 Test Accuracy (%): 43.290000915527344	 gHg: 79.64743041992188	 smoothness 12.930802345275879	 sharpness 39.02141571044922
==> Epoch 475/2000
==> Test
Train Loss 0.7478152513504028	 Train Accuracy (%): 72.9800033569336 	 Test Accuracy (%): 44.130001068115234	 gHg: 154.95419311523438	 smoothness 11.221532821655273	 sharpness 36.84028625488281
==> Epoch 476/2000
==> Test
Train Loss 0.6813515424728394	 Train Accuracy (%): 74.83999633789062 	 Test Accuracy (%): 43.31999969482422	 gHg: 89.02979278564453	 smoothness 13.863974571228027	 sharpness 37.61432647705078
==> Epoch 477/2000
==> Test
Train Loss 0.7036906480789185	 Train Accuracy (%): 74.0999984741211 	 Test Accuracy (%): 42.43000030517578	 gHg: 94.9822769165039	 smoothness 8.779501914978027	 sharpness 38.21388244628906
==> Epoch 478/2000
==> Test
Train Loss 0.7490226626396179	 Train Accuracy (%): 72.54000091552734 	 Test Accuracy (%): 44.4900016784668	 gHg: 126.14593505859375	 smoothness 15.88725757598877	 sharpness 36.97514343261719
==> Epoch 479/2000
==> Test
Train Loss 0.6744558215141296	 Train Accuracy (%): 75.5999984741211 	 Test Accuracy (%): 44.15999984741211	 gHg: 78.08915710449219	 smoothness 10.489091873168945	 sharpness 38.812049865722656
==> Epoch 480/2000
==> Test
Train Loss 0.7152736186981201	 Train Accuracy (%): 74.23999786376953 	 Test Accuracy (%): 44.52000045776367	 gHg: 107.01388549804688	 smoothness 15.158551216125488	 sharpness 39.73866653442383
==> Epoch 481/2000
==> Test
Train Loss 0.6764780879020691	 Train Accuracy (%): 75.26000213623047 	 Test Accuracy (%): 43.540000915527344	 gHg: 45.535499572753906	 smoothness 10.67617130279541	 sharpness 34.53343963623047
==> Epoch 482/2000
==> Test
Train Loss 0.7027554512023926	 Train Accuracy (%): 74.05999755859375 	 Test Accuracy (%): 44.45000076293945	 gHg: 106.85052490234375	 smoothness 12.666672706604004	 sharpness 36.37462615966797
==> Epoch 483/2000
==> Test
Train Loss 0.6882994174957275	 Train Accuracy (%): 74.55999755859375 	 Test Accuracy (%): 42.709999084472656	 gHg: 54.03144454956055	 smoothness 12.221473693847656	 sharpness 36.22230911254883
==> Epoch 484/2000
==> Test
Train Loss 0.6933363080024719	 Train Accuracy (%): 74.76000213623047 	 Test Accuracy (%): 44.75	 gHg: 94.71761322021484	 smoothness 10.36854362487793	 sharpness 37.067867279052734
==> Epoch 485/2000
==> Test
Train Loss 0.6788783073425293	 Train Accuracy (%): 75.41999816894531 	 Test Accuracy (%): 45.04999923706055	 gHg: 75.48552703857422	 smoothness 13.821759223937988	 sharpness 36.55715560913086
==> Epoch 486/2000
==> Test
Train Loss 0.684836208820343	 Train Accuracy (%): 75.23999786376953 	 Test Accuracy (%): 44.33000183105469	 gHg: 58.75385284423828	 smoothness 10.990200996398926	 sharpness 37.96718215942383
==> Epoch 487/2000
==> Test
Train Loss 0.696573793888092	 Train Accuracy (%): 74.54000091552734 	 Test Accuracy (%): 44.72999954223633	 gHg: 77.22917175292969	 smoothness 12.813678741455078	 sharpness 37.80048370361328
==> Epoch 488/2000
==> Test
Train Loss 0.647739589214325	 Train Accuracy (%): 76.5199966430664 	 Test Accuracy (%): 44.08000183105469	 gHg: 54.941246032714844	 smoothness 12.32492733001709	 sharpness 37.57630157470703
==> Epoch 489/2000
==> Test
Train Loss 0.6705669164657593	 Train Accuracy (%): 74.91999816894531 	 Test Accuracy (%): 44.36000061035156	 gHg: 73.078125	 smoothness 12.56698226928711	 sharpness 39.0540885925293
==> Epoch 490/2000
==> Test
Train Loss 0.6534422636032104	 Train Accuracy (%): 76.62000274658203 	 Test Accuracy (%): 44.95000076293945	 gHg: 58.86720657348633	 smoothness 11.917755126953125	 sharpness 36.254093170166016
==> Epoch 491/2000
==> Test
Train Loss 0.6562885046005249	 Train Accuracy (%): 76.12000274658203 	 Test Accuracy (%): 44.75	 gHg: 56.90205001831055	 smoothness 12.008818626403809	 sharpness 35.24799346923828
==> Epoch 492/2000
==> Test
Train Loss 0.6520861983299255	 Train Accuracy (%): 76.37999725341797 	 Test Accuracy (%): 44.33000183105469	 gHg: 48.65227127075195	 smoothness 13.032052040100098	 sharpness 37.150875091552734
==> Epoch 493/2000
==> Test
Train Loss 0.6590771675109863	 Train Accuracy (%): 76.12000274658203 	 Test Accuracy (%): 44.47999954223633	 gHg: 44.85676574707031	 smoothness 10.587743759155273	 sharpness 36.987632751464844
==> Epoch 494/2000
==> Test
Train Loss 0.6358430981636047	 Train Accuracy (%): 76.77999877929688 	 Test Accuracy (%): 44.56999969482422	 gHg: 37.16028594970703	 smoothness 12.862021446228027	 sharpness 35.02177429199219
==> Epoch 495/2000
==> Test
Train Loss 0.6159658432006836	 Train Accuracy (%): 77.9000015258789 	 Test Accuracy (%): 45.2400016784668	 gHg: 21.530471801757812	 smoothness 9.251514434814453	 sharpness 34.49305725097656
==> Epoch 496/2000
==> Test
Train Loss 0.6373888254165649	 Train Accuracy (%): 77.33999633789062 	 Test Accuracy (%): 45.63999938964844	 gHg: 59.423316955566406	 smoothness 12.600820541381836	 sharpness 37.54389190673828
==> Epoch 497/2000
==> Test
Train Loss 0.6271292567253113	 Train Accuracy (%): 76.80000305175781 	 Test Accuracy (%): 44.9900016784668	 gHg: 33.28752136230469	 smoothness 13.396912574768066	 sharpness 37.058528900146484
==> Epoch 498/2000
==> Test
Train Loss 0.6446412801742554	 Train Accuracy (%): 75.83999633789062 	 Test Accuracy (%): 44.11000061035156	 gHg: 44.5526237487793	 smoothness 9.409428596496582	 sharpness 39.05974578857422
==> Epoch 499/2000
==> Test
Train Loss 0.6688387989997864	 Train Accuracy (%): 75.81999969482422 	 Test Accuracy (%): 44.150001525878906	 gHg: 103.523193359375	 smoothness 14.938663482666016	 sharpness 47.2504768371582
==> Epoch 500/2000
==> Test
Train Loss 0.657887876033783	 Train Accuracy (%): 76.16000366210938 	 Test Accuracy (%): 44.38999938964844	 gHg: 90.18264770507812	 smoothness 15.742117881774902	 sharpness 40.832550048828125
==> Epoch 501/2000
==> Test
Train Loss 0.638008177280426	 Train Accuracy (%): 77.33999633789062 	 Test Accuracy (%): 44.81999969482422	 gHg: 101.99995422363281	 smoothness 14.512300491333008	 sharpness 43.12636947631836
==> Epoch 502/2000
==> Test
Train Loss 0.6527710556983948	 Train Accuracy (%): 76.19999694824219 	 Test Accuracy (%): 44.47999954223633	 gHg: 75.5322265625	 smoothness 14.296486854553223	 sharpness 36.13521957397461
==> Epoch 503/2000
==> Test
Train Loss 0.6322420835494995	 Train Accuracy (%): 77.23999786376953 	 Test Accuracy (%): 45.130001068115234	 gHg: 87.34492492675781	 smoothness 14.396720886230469	 sharpness 41.214332580566406
==> Epoch 504/2000
==> Test
Train Loss 0.6186339259147644	 Train Accuracy (%): 78.0199966430664 	 Test Accuracy (%): 44.2599983215332	 gHg: 60.24003601074219	 smoothness 14.301608085632324	 sharpness 36.23784637451172
==> Epoch 505/2000
==> Test
Train Loss 0.61936354637146	 Train Accuracy (%): 77.58000183105469 	 Test Accuracy (%): 44.619998931884766	 gHg: 47.720916748046875	 smoothness 12.563753128051758	 sharpness 34.493316650390625
==> Epoch 506/2000
==> Test
Train Loss 0.5956493616104126	 Train Accuracy (%): 78.58000183105469 	 Test Accuracy (%): 44.810001373291016	 gHg: 53.027164459228516	 smoothness 12.521455764770508	 sharpness 40.004180908203125
==> Epoch 507/2000
==> Test
Train Loss 0.631658136844635	 Train Accuracy (%): 77.30000305175781 	 Test Accuracy (%): 43.099998474121094	 gHg: 114.3499755859375	 smoothness 13.984196662902832	 sharpness 40.35769271850586
==> Epoch 508/2000
==> Test
Train Loss 0.7066347002983093	 Train Accuracy (%): 73.62000274658203 	 Test Accuracy (%): 44.130001068115234	 gHg: 196.02198791503906	 smoothness 19.021160125732422	 sharpness 42.6334228515625
==> Epoch 509/2000
==> Test
Train Loss 0.6481027603149414	 Train Accuracy (%): 76.77999877929688 	 Test Accuracy (%): 44.22999954223633	 gHg: 140.51596069335938	 smoothness 16.080080032348633	 sharpness 41.99410629272461
==> Epoch 510/2000
==> Test
Train Loss 0.627914547920227	 Train Accuracy (%): 77.41999816894531 	 Test Accuracy (%): 44.41999816894531	 gHg: 73.68360900878906	 smoothness 12.773003578186035	 sharpness 39.34933090209961
==> Epoch 511/2000
==> Test
Train Loss 0.6426032781600952	 Train Accuracy (%): 76.9000015258789 	 Test Accuracy (%): 44.7599983215332	 gHg: 99.69482421875	 smoothness 12.510140419006348	 sharpness 35.68071365356445
==> Epoch 512/2000
==> Test
Train Loss 0.6513856053352356	 Train Accuracy (%): 76.81999969482422 	 Test Accuracy (%): 44.75	 gHg: 104.95658874511719	 smoothness 15.177891731262207	 sharpness 38.231807708740234
==> Epoch 513/2000
==> Test
Train Loss 0.6392472386360168	 Train Accuracy (%): 76.87999725341797 	 Test Accuracy (%): 43.93000030517578	 gHg: 96.94458770751953	 smoothness 13.875261306762695	 sharpness 37.84254837036133
==> Epoch 514/2000
==> Test
Train Loss 0.6349961161613464	 Train Accuracy (%): 77.5199966430664 	 Test Accuracy (%): 43.41999816894531	 gHg: 92.10647583007812	 smoothness 12.762656211853027	 sharpness 38.166595458984375
==> Epoch 515/2000
==> Test
Train Loss 0.6561502814292908	 Train Accuracy (%): 75.9000015258789 	 Test Accuracy (%): 43.900001525878906	 gHg: 133.95570373535156	 smoothness 15.588318824768066	 sharpness 39.28471374511719
==> Epoch 516/2000
==> Test
Train Loss 0.621087908744812	 Train Accuracy (%): 76.94000244140625 	 Test Accuracy (%): 44.52000045776367	 gHg: 111.79541015625	 smoothness 14.567200660705566	 sharpness 39.422760009765625
==> Epoch 517/2000
==> Test
Train Loss 0.6486251950263977	 Train Accuracy (%): 76.45999908447266 	 Test Accuracy (%): 45.33000183105469	 gHg: 89.76074981689453	 smoothness 12.965293884277344	 sharpness 39.349220275878906
==> Epoch 518/2000
==> Test
Train Loss 0.6270372867584229	 Train Accuracy (%): 77.05999755859375 	 Test Accuracy (%): 44.560001373291016	 gHg: 64.85099792480469	 smoothness 13.194890022277832	 sharpness 35.78117370605469
==> Epoch 519/2000
==> Test
Train Loss 0.6351392865180969	 Train Accuracy (%): 76.66000366210938 	 Test Accuracy (%): 44.4900016784668	 gHg: 55.86128234863281	 smoothness 10.48546028137207	 sharpness 37.155155181884766
==> Epoch 520/2000
==> Test
Train Loss 0.6519384980201721	 Train Accuracy (%): 76.41999816894531 	 Test Accuracy (%): 43.70000076293945	 gHg: 102.84963989257812	 smoothness 13.503774642944336	 sharpness 37.345314025878906
==> Epoch 521/2000
==> Test
Train Loss 0.6276055574417114	 Train Accuracy (%): 77.0 	 Test Accuracy (%): 44.09000015258789	 gHg: 94.35608673095703	 smoothness 15.208653450012207	 sharpness 36.250099182128906
==> Epoch 522/2000
==> Test
Train Loss 0.6276179552078247	 Train Accuracy (%): 77.83999633789062 	 Test Accuracy (%): 44.7599983215332	 gHg: 77.65011596679688	 smoothness 12.95019245147705	 sharpness 42.06289291381836
==> Epoch 523/2000
==> Test
Train Loss 0.621712863445282	 Train Accuracy (%): 77.58000183105469 	 Test Accuracy (%): 44.79999923706055	 gHg: 77.69475555419922	 smoothness 12.56130313873291	 sharpness 37.06690216064453
==> Epoch 524/2000
==> Test
Train Loss 0.6108886003494263	 Train Accuracy (%): 78.0199966430664 	 Test Accuracy (%): 43.70000076293945	 gHg: 82.99461364746094	 smoothness 14.278556823730469	 sharpness 39.26145935058594
==> Epoch 525/2000
==> Test
Train Loss 0.6157094836235046	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 43.86000061035156	 gHg: 71.24759674072266	 smoothness 13.227104187011719	 sharpness 36.66010284423828
==> Epoch 526/2000
==> Test
Train Loss 0.5976225733757019	 Train Accuracy (%): 78.31999969482422 	 Test Accuracy (%): 44.5099983215332	 gHg: 36.08051300048828	 smoothness 11.220186233520508	 sharpness 37.169307708740234
==> Epoch 527/2000
==> Test
Train Loss 0.6174553036689758	 Train Accuracy (%): 77.72000122070312 	 Test Accuracy (%): 44.470001220703125	 gHg: 68.6268081665039	 smoothness 10.59855842590332	 sharpness 42.4199104309082
==> Epoch 528/2000
==> Test
Train Loss 0.6478566527366638	 Train Accuracy (%): 76.83999633789062 	 Test Accuracy (%): 45.290000915527344	 gHg: 102.65957641601562	 smoothness 15.284092903137207	 sharpness 35.99913787841797
==> Epoch 529/2000
==> Test
Train Loss 0.5929273366928101	 Train Accuracy (%): 78.87999725341797 	 Test Accuracy (%): 44.439998626708984	 gHg: 60.00647735595703	 smoothness 13.067421913146973	 sharpness 38.10060119628906
==> Epoch 530/2000
==> Test
Train Loss 0.6188973784446716	 Train Accuracy (%): 77.55999755859375 	 Test Accuracy (%): 44.0	 gHg: 88.59503173828125	 smoothness 12.56115436553955	 sharpness 39.0775260925293
==> Epoch 531/2000
==> Test
Train Loss 0.6125950217247009	 Train Accuracy (%): 77.87999725341797 	 Test Accuracy (%): 44.849998474121094	 gHg: 76.26317596435547	 smoothness 14.734347343444824	 sharpness 38.3438835144043
==> Epoch 532/2000
==> Test
Train Loss 0.573756992816925	 Train Accuracy (%): 79.26000213623047 	 Test Accuracy (%): 45.099998474121094	 gHg: 23.898103713989258	 smoothness 10.276432037353516	 sharpness 37.16045379638672
==> Epoch 533/2000
==> Test
Train Loss 0.6089680790901184	 Train Accuracy (%): 78.19999694824219 	 Test Accuracy (%): 44.79999923706055	 gHg: 59.67293167114258	 smoothness 10.097624778747559	 sharpness 38.40367126464844
==> Epoch 534/2000
==> Test
Train Loss 0.6137522459030151	 Train Accuracy (%): 78.31999969482422 	 Test Accuracy (%): 44.279998779296875	 gHg: 75.68921661376953	 smoothness 14.03302001953125	 sharpness 37.505863189697266
==> Epoch 535/2000
==> Test
Train Loss 0.6127309799194336	 Train Accuracy (%): 77.62000274658203 	 Test Accuracy (%): 44.13999938964844	 gHg: 100.85185241699219	 smoothness 14.298025131225586	 sharpness 41.287052154541016
==> Epoch 536/2000
==> Test
Train Loss 0.6099951863288879	 Train Accuracy (%): 77.72000122070312 	 Test Accuracy (%): 44.220001220703125	 gHg: 100.54989624023438	 smoothness 15.216718673706055	 sharpness 41.169979095458984
==> Epoch 537/2000
==> Test
Train Loss 0.6103218197822571	 Train Accuracy (%): 77.31999969482422 	 Test Accuracy (%): 44.349998474121094	 gHg: 59.866943359375	 smoothness 12.859394073486328	 sharpness 36.083309173583984
==> Epoch 538/2000
==> Test
Train Loss 0.6120198965072632	 Train Accuracy (%): 78.12000274658203 	 Test Accuracy (%): 44.93000030517578	 gHg: 99.09272003173828	 smoothness 13.474285125732422	 sharpness 44.76423645019531
==> Epoch 539/2000
==> Test
Train Loss 0.5965982675552368	 Train Accuracy (%): 77.91999816894531 	 Test Accuracy (%): 44.31999969482422	 gHg: 104.06390380859375	 smoothness 14.648808479309082	 sharpness 37.237709045410156
==> Epoch 540/2000
==> Test
Train Loss 0.6147297024726868	 Train Accuracy (%): 77.5 	 Test Accuracy (%): 44.22999954223633	 gHg: 83.55304718017578	 smoothness 13.619759559631348	 sharpness 40.33966064453125
==> Epoch 541/2000
==> Test
Train Loss 0.6007376909255981	 Train Accuracy (%): 78.5199966430664 	 Test Accuracy (%): 44.849998474121094	 gHg: 83.00157165527344	 smoothness 12.905595779418945	 sharpness 38.66958999633789
==> Epoch 542/2000
==> Test
Train Loss 0.6097173094749451	 Train Accuracy (%): 77.30000305175781 	 Test Accuracy (%): 44.38999938964844	 gHg: 113.21644592285156	 smoothness 12.545669555664062	 sharpness 37.908878326416016
==> Epoch 543/2000
==> Test
Train Loss 0.633147120475769	 Train Accuracy (%): 77.13999938964844 	 Test Accuracy (%): 44.15999984741211	 gHg: 165.80917358398438	 smoothness 15.916437149047852	 sharpness 40.77842712402344
==> Epoch 544/2000
==> Test
Train Loss 0.6386930346488953	 Train Accuracy (%): 76.68000030517578 	 Test Accuracy (%): 44.209999084472656	 gHg: 130.73678588867188	 smoothness 15.302767753601074	 sharpness 37.70656204223633
==> Epoch 545/2000
==> Test
Train Loss 0.5966899394989014	 Train Accuracy (%): 78.04000091552734 	 Test Accuracy (%): 44.099998474121094	 gHg: 80.70572662353516	 smoothness 12.536041259765625	 sharpness 37.84950256347656
==> Epoch 546/2000
==> Test
Train Loss 0.6116092801094055	 Train Accuracy (%): 77.80000305175781 	 Test Accuracy (%): 44.47999954223633	 gHg: 96.64952087402344	 smoothness 12.693907737731934	 sharpness 37.92805480957031
==> Epoch 547/2000
==> Test
Train Loss 0.5968626141548157	 Train Accuracy (%): 78.41999816894531 	 Test Accuracy (%): 44.02000045776367	 gHg: 75.63087463378906	 smoothness 12.706206321716309	 sharpness 36.60098648071289
==> Epoch 548/2000
==> Test
Train Loss 0.6179839372634888	 Train Accuracy (%): 77.36000061035156 	 Test Accuracy (%): 44.2400016784668	 gHg: 88.07786560058594	 smoothness 12.708791732788086	 sharpness 35.43815231323242
==> Epoch 549/2000
==> Test
Train Loss 0.6093077063560486	 Train Accuracy (%): 77.86000061035156 	 Test Accuracy (%): 45.25	 gHg: 109.35152435302734	 smoothness 14.444613456726074	 sharpness 34.657005310058594
==> Epoch 550/2000
==> Test
Train Loss 0.584116518497467	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 44.34000015258789	 gHg: 65.57342529296875	 smoothness 12.196621894836426	 sharpness 40.1485595703125
==> Epoch 551/2000
==> Test
Train Loss 0.6111707091331482	 Train Accuracy (%): 76.9800033569336 	 Test Accuracy (%): 44.33000183105469	 gHg: 86.71096801757812	 smoothness 11.874734878540039	 sharpness 40.344303131103516
==> Epoch 552/2000
==> Test
Train Loss 0.6153289079666138	 Train Accuracy (%): 77.4000015258789 	 Test Accuracy (%): 43.95000076293945	 gHg: 98.87506103515625	 smoothness 14.470587730407715	 sharpness 35.617069244384766
==> Epoch 553/2000
==> Test
Train Loss 0.5771427154541016	 Train Accuracy (%): 79.58000183105469 	 Test Accuracy (%): 43.790000915527344	 gHg: 47.884117126464844	 smoothness 12.404074668884277	 sharpness 37.67069625854492
==> Epoch 554/2000
==> Test
Train Loss 0.5895618200302124	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 43.84000015258789	 gHg: 91.20379638671875	 smoothness 8.274012565612793	 sharpness 43.015594482421875
==> Epoch 555/2000
==> Test
Train Loss 0.6047570705413818	 Train Accuracy (%): 77.73999786376953 	 Test Accuracy (%): 45.18000030517578	 gHg: 131.52574157714844	 smoothness 17.619665145874023	 sharpness 36.90726852416992
==> Epoch 556/2000
==> Test
Train Loss 0.5844228863716125	 Train Accuracy (%): 79.0199966430664 	 Test Accuracy (%): 44.369998931884766	 gHg: 59.68048095703125	 smoothness 12.91289234161377	 sharpness 42.03342819213867
==> Epoch 557/2000
==> Test
Train Loss 0.5797079205513	 Train Accuracy (%): 78.81999969482422 	 Test Accuracy (%): 44.22999954223633	 gHg: 115.14382934570312	 smoothness 9.2051362991333	 sharpness 40.85408401489258
==> Epoch 558/2000
==> Test
Train Loss 0.6404224038124084	 Train Accuracy (%): 76.9800033569336 	 Test Accuracy (%): 44.400001525878906	 gHg: 112.20024108886719	 smoothness 16.8828067779541	 sharpness 41.3488883972168
==> Epoch 559/2000
==> Test
Train Loss 0.5655644536018372	 Train Accuracy (%): 79.5999984741211 	 Test Accuracy (%): 44.29999923706055	 gHg: 55.40519332885742	 smoothness 11.868471145629883	 sharpness 38.097110748291016
==> Epoch 560/2000
==> Test
Train Loss 0.5945318937301636	 Train Accuracy (%): 78.36000061035156 	 Test Accuracy (%): 44.25	 gHg: 150.61618041992188	 smoothness 9.63266658782959	 sharpness 43.83991622924805
==> Epoch 561/2000
==> Test
Train Loss 0.6432172656059265	 Train Accuracy (%): 76.69999694824219 	 Test Accuracy (%): 43.650001525878906	 gHg: 145.87960815429688	 smoothness 16.71086311340332	 sharpness 42.49769973754883
==> Epoch 562/2000
==> Test
Train Loss 0.606723964214325	 Train Accuracy (%): 78.5999984741211 	 Test Accuracy (%): 44.31999969482422	 gHg: 132.78390502929688	 smoothness 13.73209285736084	 sharpness 40.2063102722168
==> Epoch 563/2000
==> Test
Train Loss 0.5662232637405396	 Train Accuracy (%): 79.5199966430664 	 Test Accuracy (%): 43.90999984741211	 gHg: 98.58988952636719	 smoothness 12.44056224822998	 sharpness 42.369441986083984
==> Epoch 564/2000
==> Test
Train Loss 0.6455056667327881	 Train Accuracy (%): 76.13999938964844 	 Test Accuracy (%): 42.9900016784668	 gHg: 193.94305419921875	 smoothness 11.724479675292969	 sharpness 41.538475036621094
==> Epoch 565/2000
==> Test
Train Loss 0.6865369081497192	 Train Accuracy (%): 75.0 	 Test Accuracy (%): 44.15999984741211	 gHg: 173.42245483398438	 smoothness 16.320825576782227	 sharpness 39.35979080200195
==> Epoch 566/2000
==> Test
Train Loss 0.6095256805419922	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 43.47999954223633	 gHg: 109.65438842773438	 smoothness 10.88459300994873	 sharpness 38.707096099853516
==> Epoch 567/2000
==> Test
Train Loss 0.7025721669197083	 Train Accuracy (%): 74.5199966430664 	 Test Accuracy (%): 42.810001373291016	 gHg: 424.8393249511719	 smoothness 15.205793380737305	 sharpness 42.84404373168945
==> Epoch 568/2000
==> Test
Train Loss 0.7381528615951538	 Train Accuracy (%): 74.05999755859375 	 Test Accuracy (%): 43.90999984741211	 gHg: 333.65655517578125	 smoothness 15.33263874053955	 sharpness 43.46151351928711
==> Epoch 569/2000
==> Test
Train Loss 0.7870625257492065	 Train Accuracy (%): 71.83999633789062 	 Test Accuracy (%): 42.91999816894531	 gHg: 260.8661193847656	 smoothness 11.77910327911377	 sharpness 37.945831298828125
==> Epoch 570/2000
==> Test
Train Loss 0.7704218029975891	 Train Accuracy (%): 72.66000366210938 	 Test Accuracy (%): 42.66999816894531	 gHg: 255.22897338867188	 smoothness 13.822065353393555	 sharpness 41.55912399291992
==> Epoch 571/2000
==> Test
Train Loss 0.7043173909187317	 Train Accuracy (%): 74.18000030517578 	 Test Accuracy (%): 43.380001068115234	 gHg: 269.26617431640625	 smoothness 12.04847240447998	 sharpness 39.69266891479492
==> Epoch 572/2000
==> Test
Train Loss 0.6589915156364441	 Train Accuracy (%): 75.81999969482422 	 Test Accuracy (%): 42.65999984741211	 gHg: 72.69514465332031	 smoothness 12.241847038269043	 sharpness 32.328121185302734
==> Epoch 573/2000
==> Test
Train Loss 0.6650273203849792	 Train Accuracy (%): 75.83999633789062 	 Test Accuracy (%): 43.9900016784668	 gHg: 81.03097534179688	 smoothness 6.303380489349365	 sharpness 36.358978271484375
==> Epoch 574/2000
==> Test
Train Loss 0.64473557472229	 Train Accuracy (%): 76.72000122070312 	 Test Accuracy (%): 43.79999923706055	 gHg: 59.01951599121094	 smoothness 12.442222595214844	 sharpness 33.58604049682617
==> Epoch 575/2000
==> Test
Train Loss 0.6489766240119934	 Train Accuracy (%): 75.87999725341797 	 Test Accuracy (%): 44.81999969482422	 gHg: 88.86355590820312	 smoothness 8.95457935333252	 sharpness 32.35700607299805
==> Epoch 576/2000
==> Test
Train Loss 0.6423526406288147	 Train Accuracy (%): 76.54000091552734 	 Test Accuracy (%): 44.029998779296875	 gHg: 57.81785583496094	 smoothness 11.64141845703125	 sharpness 33.1260871887207
==> Epoch 577/2000
==> Test
Train Loss 0.6197274327278137	 Train Accuracy (%): 78.0199966430664 	 Test Accuracy (%): 44.09000015258789	 gHg: 50.81344223022461	 smoothness 9.401911735534668	 sharpness 31.250537872314453
==> Epoch 578/2000
==> Test
Train Loss 0.6140327453613281	 Train Accuracy (%): 77.63999938964844 	 Test Accuracy (%): 43.459999084472656	 gHg: 32.08530807495117	 smoothness 9.172450065612793	 sharpness 32.36840057373047
==> Epoch 579/2000
==> Test
Train Loss 0.6286188364028931	 Train Accuracy (%): 77.16000366210938 	 Test Accuracy (%): 43.290000915527344	 gHg: 94.24555206298828	 smoothness 11.211563110351562	 sharpness 36.8765754699707
==> Epoch 580/2000
==> Test
Train Loss 0.5865597128868103	 Train Accuracy (%): 79.27999877929688 	 Test Accuracy (%): 43.38999938964844	 gHg: 36.042396545410156	 smoothness 11.741799354553223	 sharpness 31.194700241088867
==> Epoch 581/2000
==> Test
Train Loss 0.5953952670097351	 Train Accuracy (%): 77.72000122070312 	 Test Accuracy (%): 43.540000915527344	 gHg: 55.37847137451172	 smoothness 7.7751874923706055	 sharpness 33.33591079711914
==> Epoch 582/2000
==> Test
Train Loss 0.6110178232192993	 Train Accuracy (%): 78.0 	 Test Accuracy (%): 43.43000030517578	 gHg: 103.10009002685547	 smoothness 12.877623558044434	 sharpness 38.74717330932617
==> Epoch 583/2000
==> Test
Train Loss 0.6468384265899658	 Train Accuracy (%): 77.05999755859375 	 Test Accuracy (%): 43.97999954223633	 gHg: 115.91851806640625	 smoothness 14.64699649810791	 sharpness 32.88041305541992
==> Epoch 584/2000
==> Test
Train Loss 0.5723888874053955	 Train Accuracy (%): 78.72000122070312 	 Test Accuracy (%): 44.279998779296875	 gHg: 58.2672004699707	 smoothness 11.598660469055176	 sharpness 34.69297409057617
==> Epoch 585/2000
==> Test
Train Loss 0.6120287775993347	 Train Accuracy (%): 78.22000122070312 	 Test Accuracy (%): 43.4900016784668	 gHg: 100.744140625	 smoothness 11.144926071166992	 sharpness 39.891475677490234
==> Epoch 586/2000
==> Test
Train Loss 0.5800557136535645	 Train Accuracy (%): 78.86000061035156 	 Test Accuracy (%): 43.349998474121094	 gHg: 89.16241455078125	 smoothness 13.0924711227417	 sharpness 32.9387321472168
==> Epoch 587/2000
==> Test
Train Loss 0.6146532297134399	 Train Accuracy (%): 77.31999969482422 	 Test Accuracy (%): 44.41999816894531	 gHg: 115.33281707763672	 smoothness 12.353147506713867	 sharpness 37.07313537597656
==> Epoch 588/2000
==> Test
Train Loss 0.5913272500038147	 Train Accuracy (%): 78.41999816894531 	 Test Accuracy (%): 44.529998779296875	 gHg: 130.3778533935547	 smoothness 13.694372177124023	 sharpness 44.2389030456543
==> Epoch 589/2000
==> Test
Train Loss 0.601982057094574	 Train Accuracy (%): 78.68000030517578 	 Test Accuracy (%): 43.70000076293945	 gHg: 107.10315704345703	 smoothness 12.55599308013916	 sharpness 34.43069839477539
==> Epoch 590/2000
==> Test
Train Loss 0.5992069840431213	 Train Accuracy (%): 77.77999877929688 	 Test Accuracy (%): 44.70000076293945	 gHg: 127.27391052246094	 smoothness 13.791574478149414	 sharpness 39.57847213745117
==> Epoch 591/2000
==> Test
Train Loss 0.599027156829834	 Train Accuracy (%): 78.33999633789062 	 Test Accuracy (%): 44.2599983215332	 gHg: 90.33552551269531	 smoothness 12.747408866882324	 sharpness 36.04560852050781
==> Epoch 592/2000
==> Test
Train Loss 0.5536487698554993	 Train Accuracy (%): 79.91999816894531 	 Test Accuracy (%): 43.970001220703125	 gHg: 74.05744171142578	 smoothness 11.699024200439453	 sharpness 34.713539123535156
==> Epoch 593/2000
==> Test
Train Loss 0.6078716516494751	 Train Accuracy (%): 77.87999725341797 	 Test Accuracy (%): 44.91999816894531	 gHg: 168.679443359375	 smoothness 13.030752182006836	 sharpness 37.595359802246094
==> Epoch 594/2000
==> Test
Train Loss 0.584517776966095	 Train Accuracy (%): 78.5999984741211 	 Test Accuracy (%): 44.58000183105469	 gHg: 97.79193115234375	 smoothness 15.47208309173584	 sharpness 36.097503662109375
==> Epoch 595/2000
==> Test
Train Loss 0.5575419068336487	 Train Accuracy (%): 79.5999984741211 	 Test Accuracy (%): 42.63999938964844	 gHg: 66.96295928955078	 smoothness 8.651961326599121	 sharpness 33.139339447021484
==> Epoch 596/2000
==> Test
Train Loss 0.6404062509536743	 Train Accuracy (%): 76.9800033569336 	 Test Accuracy (%): 43.97999954223633	 gHg: 261.4166259765625	 smoothness 17.507083892822266	 sharpness 40.20924758911133
==> Epoch 597/2000
==> Test
Train Loss 0.6084501147270203	 Train Accuracy (%): 77.80000305175781 	 Test Accuracy (%): 44.380001068115234	 gHg: 136.14901733398438	 smoothness 14.927847862243652	 sharpness 33.94525146484375
==> Epoch 598/2000
==> Test
Train Loss 0.5907676815986633	 Train Accuracy (%): 78.63999938964844 	 Test Accuracy (%): 43.09000015258789	 gHg: 152.85540771484375	 smoothness 10.891355514526367	 sharpness 41.39350128173828
==> Epoch 599/2000
==> Test
Train Loss 0.6397877335548401	 Train Accuracy (%): 76.45999908447266 	 Test Accuracy (%): 44.900001525878906	 gHg: 151.83206176757812	 smoothness 16.41937255859375	 sharpness 39.02030944824219
==> Epoch 600/2000
==> Test
Train Loss 0.5507323145866394	 Train Accuracy (%): 79.36000061035156 	 Test Accuracy (%): 44.16999816894531	 gHg: 53.920501708984375	 smoothness 10.91032886505127	 sharpness 30.228775024414062
==> Epoch 601/2000
==> Test
Train Loss 0.610802948474884	 Train Accuracy (%): 77.80000305175781 	 Test Accuracy (%): 43.619998931884766	 gHg: 332.39337158203125	 smoothness 13.188629150390625	 sharpness 47.739559173583984
==> Epoch 602/2000
==> Test
Train Loss 0.6332039833068848	 Train Accuracy (%): 77.68000030517578 	 Test Accuracy (%): 43.349998474121094	 gHg: 94.28190612792969	 smoothness 15.946846961975098	 sharpness 34.307891845703125
==> Epoch 603/2000
==> Test
Train Loss 0.6370526552200317	 Train Accuracy (%): 76.94000244140625 	 Test Accuracy (%): 42.90999984741211	 gHg: 119.48853302001953	 smoothness 8.10594367980957	 sharpness 37.26533508300781
==> Epoch 604/2000
==> Test
Train Loss 0.6969831585884094	 Train Accuracy (%): 74.08000183105469 	 Test Accuracy (%): 42.959999084472656	 gHg: 471.2977600097656	 smoothness 16.69546890258789	 sharpness 48.33576965332031
==> Epoch 605/2000
==> Test
Train Loss 0.7185075283050537	 Train Accuracy (%): 75.37999725341797 	 Test Accuracy (%): 42.86000061035156	 gHg: 164.4864501953125	 smoothness 13.7484712600708	 sharpness 35.849220275878906
==> Epoch 606/2000
==> Test
Train Loss 0.7025871872901917	 Train Accuracy (%): 75.26000213623047 	 Test Accuracy (%): 44.119998931884766	 gHg: 169.98406982421875	 smoothness 12.452540397644043	 sharpness 36.61476135253906
==> Epoch 607/2000
==> Test
Train Loss 0.6138836741447449	 Train Accuracy (%): 77.45999908447266 	 Test Accuracy (%): 43.060001373291016	 gHg: 139.62965393066406	 smoothness 10.112555503845215	 sharpness 36.097591400146484
==> Epoch 608/2000
==> Test
Train Loss 0.6746219992637634	 Train Accuracy (%): 75.86000061035156 	 Test Accuracy (%): 43.66999816894531	 gHg: 200.9436798095703	 smoothness 13.737669944763184	 sharpness 39.97372055053711
==> Epoch 609/2000
==> Test
Train Loss 0.6302218437194824	 Train Accuracy (%): 77.4800033569336 	 Test Accuracy (%): 44.400001525878906	 gHg: 79.09628295898438	 smoothness 11.324906349182129	 sharpness 30.663267135620117
==> Epoch 610/2000
==> Test
Train Loss 0.6358491778373718	 Train Accuracy (%): 77.0199966430664 	 Test Accuracy (%): 43.810001373291016	 gHg: 112.64623260498047	 smoothness 9.335222244262695	 sharpness 35.056671142578125
==> Epoch 611/2000
==> Test
Train Loss 0.6461068391799927	 Train Accuracy (%): 76.45999908447266 	 Test Accuracy (%): 44.220001220703125	 gHg: 88.53258514404297	 smoothness 12.423593521118164	 sharpness 32.712013244628906
==> Epoch 612/2000
==> Test
Train Loss 0.6233657002449036	 Train Accuracy (%): 77.26000213623047 	 Test Accuracy (%): 43.7400016784668	 gHg: 46.380008697509766	 smoothness 8.344558715820312	 sharpness 31.231355667114258
==> Epoch 613/2000
==> Test
Train Loss 0.5988682508468628	 Train Accuracy (%): 78.4800033569336 	 Test Accuracy (%): 44.33000183105469	 gHg: 45.3897819519043	 smoothness 10.124014854431152	 sharpness 32.385963439941406
==> Epoch 614/2000
==> Test
Train Loss 0.5909671783447266	 Train Accuracy (%): 78.66000366210938 	 Test Accuracy (%): 44.470001220703125	 gHg: 55.99037170410156	 smoothness 8.346956253051758	 sharpness 36.408119201660156
==> Epoch 615/2000
==> Test
Train Loss 0.5931288003921509	 Train Accuracy (%): 78.72000122070312 	 Test Accuracy (%): 43.720001220703125	 gHg: 72.00160217285156	 smoothness 11.245744705200195	 sharpness 31.517202377319336
==> Epoch 616/2000
==> Test
Train Loss 0.5899506211280823	 Train Accuracy (%): 78.37999725341797 	 Test Accuracy (%): 44.220001220703125	 gHg: 63.04948806762695	 smoothness 11.546061515808105	 sharpness 29.891674041748047
==> Epoch 617/2000
==> Test
Train Loss 0.574727475643158	 Train Accuracy (%): 79.94000244140625 	 Test Accuracy (%): 44.790000915527344	 gHg: 33.856781005859375	 smoothness 9.62105655670166	 sharpness 31.28663444519043
==> Epoch 618/2000
==> Test
Train Loss 0.5572073459625244	 Train Accuracy (%): 79.54000091552734 	 Test Accuracy (%): 44.310001373291016	 gHg: 40.08317184448242	 smoothness 8.046357154846191	 sharpness 29.88658332824707
==> Epoch 619/2000
==> Test
Train Loss 0.5534799695014954	 Train Accuracy (%): 80.04000091552734 	 Test Accuracy (%): 44.61000061035156	 gHg: 47.535770416259766	 smoothness 11.313591957092285	 sharpness 33.176918029785156
==> Epoch 620/2000
==> Test
Train Loss 0.5605202317237854	 Train Accuracy (%): 79.66000366210938 	 Test Accuracy (%): 44.06999969482422	 gHg: 74.08128356933594	 smoothness 8.256564140319824	 sharpness 31.2285099029541
==> Epoch 621/2000
==> Test
Train Loss 0.6004055738449097	 Train Accuracy (%): 77.68000030517578 	 Test Accuracy (%): 44.119998931884766	 gHg: 124.70240020751953	 smoothness 15.473869323730469	 sharpness 34.01047897338867
==> Epoch 622/2000
==> Test
Train Loss 0.5410062670707703	 Train Accuracy (%): 79.5199966430664 	 Test Accuracy (%): 44.40999984741211	 gHg: 46.74565887451172	 smoothness 11.396903991699219	 sharpness 30.46856117248535
==> Epoch 623/2000
==> Test
Train Loss 0.5656675696372986	 Train Accuracy (%): 79.83999633789062 	 Test Accuracy (%): 43.849998474121094	 gHg: 85.26866912841797	 smoothness 9.109355926513672	 sharpness 34.77446746826172
==> Epoch 624/2000
==> Test
Train Loss 0.5453578233718872	 Train Accuracy (%): 80.22000122070312 	 Test Accuracy (%): 45.029998779296875	 gHg: 94.92420959472656	 smoothness 13.528522491455078	 sharpness 31.726741790771484
==> Epoch 625/2000
==> Test
Train Loss 0.5541129112243652	 Train Accuracy (%): 80.37999725341797 	 Test Accuracy (%): 44.83000183105469	 gHg: 88.06336212158203	 smoothness 13.272062301635742	 sharpness 36.3699951171875
==> Epoch 626/2000
==> Test
Train Loss 0.5263773202896118	 Train Accuracy (%): 81.13999938964844 	 Test Accuracy (%): 44.22999954223633	 gHg: 40.728851318359375	 smoothness 11.649308204650879	 sharpness 30.176490783691406
==> Epoch 627/2000
==> Test
Train Loss 0.529625415802002	 Train Accuracy (%): 81.5 	 Test Accuracy (%): 44.13999938964844	 gHg: 34.70551300048828	 smoothness 9.742835998535156	 sharpness 32.40212631225586
==> Epoch 628/2000
==> Test
Train Loss 0.5142449140548706	 Train Accuracy (%): 81.08000183105469 	 Test Accuracy (%): 44.27000045776367	 gHg: 21.56865882873535	 smoothness 10.630897521972656	 sharpness 31.012434005737305
==> Epoch 629/2000
==> Test
Train Loss 0.5232535004615784	 Train Accuracy (%): 81.27999877929688 	 Test Accuracy (%): 43.9900016784668	 gHg: 30.52952766418457	 smoothness 7.328888416290283	 sharpness 31.712610244750977
==> Epoch 630/2000
==> Test
Train Loss 0.5150539875030518	 Train Accuracy (%): 81.62000274658203 	 Test Accuracy (%): 44.72999954223633	 gHg: 53.726905822753906	 smoothness 14.25831413269043	 sharpness 33.88698196411133
==> Epoch 631/2000
==> Test
Train Loss 0.5059605836868286	 Train Accuracy (%): 82.30000305175781 	 Test Accuracy (%): 44.959999084472656	 gHg: 19.686382293701172	 smoothness 10.998034477233887	 sharpness 32.44581604003906
==> Epoch 632/2000
==> Test
Train Loss 0.4975755512714386	 Train Accuracy (%): 82.0999984741211 	 Test Accuracy (%): 44.41999816894531	 gHg: 28.499244689941406	 smoothness 7.800805568695068	 sharpness 32.62501907348633
==> Epoch 633/2000
==> Test
Train Loss 0.5198937058448792	 Train Accuracy (%): 81.58000183105469 	 Test Accuracy (%): 44.720001220703125	 gHg: 71.73918914794922	 smoothness 12.522233009338379	 sharpness 33.054019927978516
==> Epoch 634/2000
==> Test
Train Loss 0.5233031511306763	 Train Accuracy (%): 81.4000015258789 	 Test Accuracy (%): 45.25	 gHg: 55.30687713623047	 smoothness 14.257951736450195	 sharpness 33.64460372924805
==> Epoch 635/2000
==> Test
Train Loss 0.510138988494873	 Train Accuracy (%): 81.95999908447266 	 Test Accuracy (%): 44.40999984741211	 gHg: 23.441442489624023	 smoothness 9.507328033447266	 sharpness 32.21669387817383
==> Epoch 636/2000
==> Test
Train Loss 0.542722225189209	 Train Accuracy (%): 80.27999877929688 	 Test Accuracy (%): 44.0099983215332	 gHg: 180.3758544921875	 smoothness 13.655253410339355	 sharpness 38.85403060913086
==> Epoch 637/2000
==> Test
Train Loss 0.5669087171554565	 Train Accuracy (%): 78.91999816894531 	 Test Accuracy (%): 44.119998931884766	 gHg: 124.03569030761719	 smoothness 17.856168746948242	 sharpness 34.19920349121094
==> Epoch 638/2000
==> Test
Train Loss 0.4939591884613037	 Train Accuracy (%): 82.0199966430664 	 Test Accuracy (%): 43.470001220703125	 gHg: 41.89402389526367	 smoothness 9.809120178222656	 sharpness 37.00475311279297
==> Epoch 639/2000
==> Test
Train Loss 0.5700122714042664	 Train Accuracy (%): 79.22000122070312 	 Test Accuracy (%): 44.459999084472656	 gHg: 218.06761169433594	 smoothness 13.901226043701172	 sharpness 40.47602462768555
==> Epoch 640/2000
==> Test
Train Loss 0.5625030398368835	 Train Accuracy (%): 79.95999908447266 	 Test Accuracy (%): 43.97999954223633	 gHg: 138.30557250976562	 smoothness 16.00874900817871	 sharpness 36.54044723510742
==> Epoch 641/2000
==> Test
Train Loss 0.5166873335838318	 Train Accuracy (%): 81.72000122070312 	 Test Accuracy (%): 43.810001373291016	 gHg: 58.86614990234375	 smoothness 11.165109634399414	 sharpness 35.64933395385742
==> Epoch 642/2000
==> Test
Train Loss 0.5357904434204102	 Train Accuracy (%): 80.63999938964844 	 Test Accuracy (%): 43.75	 gHg: 118.98513793945312	 smoothness 10.297416687011719	 sharpness 33.557071685791016
==> Epoch 643/2000
==> Test
Train Loss 0.5681043267250061	 Train Accuracy (%): 79.30000305175781 	 Test Accuracy (%): 44.130001068115234	 gHg: 223.0133514404297	 smoothness 16.842863082885742	 sharpness 40.56153869628906
==> Epoch 644/2000
==> Test
Train Loss 0.5466263890266418	 Train Accuracy (%): 80.5999984741211 	 Test Accuracy (%): 44.66999816894531	 gHg: 85.79484558105469	 smoothness 14.579142570495605	 sharpness 34.942626953125
==> Epoch 645/2000
==> Test
Train Loss 0.5128833651542664	 Train Accuracy (%): 80.83999633789062 	 Test Accuracy (%): 44.459999084472656	 gHg: 60.2888298034668	 smoothness 8.685633659362793	 sharpness 32.340667724609375
==> Epoch 646/2000
==> Test
Train Loss 0.5402882099151611	 Train Accuracy (%): 80.16000366210938 	 Test Accuracy (%): 44.619998931884766	 gHg: 83.72544860839844	 smoothness 14.947359085083008	 sharpness 34.8490104675293
==> Epoch 647/2000
==> Test
Train Loss 0.5174979567527771	 Train Accuracy (%): 81.80000305175781 	 Test Accuracy (%): 43.95000076293945	 gHg: 42.307716369628906	 smoothness 10.211438179016113	 sharpness 30.121126174926758
==> Epoch 648/2000
==> Test
Train Loss 0.5224621295928955	 Train Accuracy (%): 81.0199966430664 	 Test Accuracy (%): 44.7400016784668	 gHg: 57.320655822753906	 smoothness 12.524847984313965	 sharpness 36.206787109375
==> Epoch 649/2000
==> Test
Train Loss 0.4910643696784973	 Train Accuracy (%): 82.26000213623047 	 Test Accuracy (%): 44.52000045776367	 gHg: 39.79564666748047	 smoothness 11.048437118530273	 sharpness 32.43855667114258
==> Epoch 650/2000
==> Test
Train Loss 0.49454882740974426	 Train Accuracy (%): 82.4800033569336 	 Test Accuracy (%): 43.95000076293945	 gHg: 48.83000183105469	 smoothness 11.93504524230957	 sharpness 31.07403564453125
==> Epoch 651/2000
==> Test
Train Loss 0.47944018244743347	 Train Accuracy (%): 82.36000061035156 	 Test Accuracy (%): 43.77000045776367	 gHg: 31.122631072998047	 smoothness 10.84463882446289	 sharpness 34.689178466796875
==> Epoch 652/2000
==> Test
Train Loss 0.49555882811546326	 Train Accuracy (%): 81.95999908447266 	 Test Accuracy (%): 44.27000045776367	 gHg: 40.69510269165039	 smoothness 11.529413223266602	 sharpness 32.55821228027344
==> Epoch 653/2000
==> Test
Train Loss 0.4905812442302704	 Train Accuracy (%): 81.91999816894531 	 Test Accuracy (%): 44.59000015258789	 gHg: 24.410720825195312	 smoothness 10.979830741882324	 sharpness 32.51678466796875
==> Epoch 654/2000
==> Test
Train Loss 0.49203675985336304	 Train Accuracy (%): 82.4800033569336 	 Test Accuracy (%): 45.310001373291016	 gHg: 36.599609375	 smoothness 9.917036056518555	 sharpness 33.59490203857422
==> Epoch 655/2000
==> Test
Train Loss 0.4655988812446594	 Train Accuracy (%): 83.12000274658203 	 Test Accuracy (%): 44.77000045776367	 gHg: 45.68250274658203	 smoothness 12.489326477050781	 sharpness 34.496395111083984
==> Epoch 656/2000
==> Test
Train Loss 0.4812855124473572	 Train Accuracy (%): 82.66000366210938 	 Test Accuracy (%): 44.08000183105469	 gHg: 57.398406982421875	 smoothness 12.75206184387207	 sharpness 38.80470275878906
==> Epoch 657/2000
==> Test
Train Loss 0.48835819959640503	 Train Accuracy (%): 82.23999786376953 	 Test Accuracy (%): 44.720001220703125	 gHg: 70.13067626953125	 smoothness 13.44236946105957	 sharpness 34.84963607788086
==> Epoch 658/2000
==> Test
Train Loss 0.4787582457065582	 Train Accuracy (%): 82.4800033569336 	 Test Accuracy (%): 44.5099983215332	 gHg: 49.70216751098633	 smoothness 13.81075382232666	 sharpness 33.685752868652344
==> Epoch 659/2000
==> Test
Train Loss 0.467378169298172	 Train Accuracy (%): 83.5199966430664 	 Test Accuracy (%): 44.90999984741211	 gHg: 33.66082763671875	 smoothness 11.45114803314209	 sharpness 36.49534606933594
==> Epoch 660/2000
==> Test
Train Loss 0.474333792924881	 Train Accuracy (%): 82.62000274658203 	 Test Accuracy (%): 44.63999938964844	 gHg: 62.3189697265625	 smoothness 11.955751419067383	 sharpness 38.79008483886719
==> Epoch 661/2000
==> Test
Train Loss 0.49571362137794495	 Train Accuracy (%): 81.95999908447266 	 Test Accuracy (%): 43.959999084472656	 gHg: 75.62496948242188	 smoothness 15.959827423095703	 sharpness 36.058528900146484
==> Epoch 662/2000
==> Test
Train Loss 0.4746858477592468	 Train Accuracy (%): 83.91999816894531 	 Test Accuracy (%): 44.54999923706055	 gHg: 25.725482940673828	 smoothness 12.368673324584961	 sharpness 37.06251525878906
==> Epoch 663/2000
==> Test
Train Loss 0.46687740087509155	 Train Accuracy (%): 83.13999938964844 	 Test Accuracy (%): 45.09000015258789	 gHg: 49.09159851074219	 smoothness 6.947144508361816	 sharpness 39.985267639160156
==> Epoch 664/2000
==> Test
Train Loss 0.5136661529541016	 Train Accuracy (%): 81.19999694824219 	 Test Accuracy (%): 44.45000076293945	 gHg: 105.05036926269531	 smoothness 17.325075149536133	 sharpness 35.81966781616211
==> Epoch 665/2000
==> Test
Train Loss 0.4698837995529175	 Train Accuracy (%): 82.80000305175781 	 Test Accuracy (%): 44.58000183105469	 gHg: 52.44999694824219	 smoothness 13.603382110595703	 sharpness 35.70767593383789
==> Epoch 666/2000
==> Test
Train Loss 0.4767063856124878	 Train Accuracy (%): 83.45999908447266 	 Test Accuracy (%): 45.099998474121094	 gHg: 52.95587158203125	 smoothness 8.430176734924316	 sharpness 38.9153938293457
==> Epoch 667/2000
==> Test
Train Loss 0.5170213580131531	 Train Accuracy (%): 81.0 	 Test Accuracy (%): 43.47999954223633	 gHg: 137.76930236816406	 smoothness 15.188688278198242	 sharpness 39.22834396362305
==> Epoch 668/2000
==> Test
Train Loss 0.5486649870872498	 Train Accuracy (%): 80.62000274658203 	 Test Accuracy (%): 44.380001068115234	 gHg: 218.85372924804688	 smoothness 16.88543701171875	 sharpness 40.714778900146484
==> Epoch 669/2000
==> Test
Train Loss 0.5050778985023499	 Train Accuracy (%): 82.22000122070312 	 Test Accuracy (%): 44.61000061035156	 gHg: 101.4531478881836	 smoothness 14.488726615905762	 sharpness 33.6855583190918
==> Epoch 670/2000
==> Test
Train Loss 0.4946611225605011	 Train Accuracy (%): 82.05999755859375 	 Test Accuracy (%): 44.2599983215332	 gHg: 53.298370361328125	 smoothness 9.795242309570312	 sharpness 34.8341064453125
==> Epoch 671/2000
==> Test
Train Loss 0.5248454809188843	 Train Accuracy (%): 81.4800033569336 	 Test Accuracy (%): 44.25	 gHg: 144.9536590576172	 smoothness 13.247368812561035	 sharpness 36.52106475830078
==> Epoch 672/2000
==> Test
Train Loss 0.5186254978179932	 Train Accuracy (%): 81.04000091552734 	 Test Accuracy (%): 44.380001068115234	 gHg: 115.2782974243164	 smoothness 14.938445091247559	 sharpness 34.502479553222656
==> Epoch 673/2000
==> Test
Train Loss 0.4744931161403656	 Train Accuracy (%): 83.0999984741211 	 Test Accuracy (%): 43.2599983215332	 gHg: 43.25935363769531	 smoothness 11.200143814086914	 sharpness 38.67884826660156
==> Epoch 674/2000
==> Test
Train Loss 0.523554801940918	 Train Accuracy (%): 80.95999908447266 	 Test Accuracy (%): 44.029998779296875	 gHg: 133.357421875	 smoothness 9.86888599395752	 sharpness 41.15233612060547
==> Epoch 675/2000
==> Test
Train Loss 0.5332064032554626	 Train Accuracy (%): 81.22000122070312 	 Test Accuracy (%): 44.66999816894531	 gHg: 116.38763427734375	 smoothness 16.44463539123535	 sharpness 35.46188735961914
==> Epoch 676/2000
==> Test
Train Loss 0.44794487953186035	 Train Accuracy (%): 84.22000122070312 	 Test Accuracy (%): 43.9900016784668	 gHg: 18.616716384887695	 smoothness 9.91790771484375	 sharpness 31.977094650268555
==> Epoch 677/2000
==> Test
Train Loss 0.5601887702941895	 Train Accuracy (%): 79.68000030517578 	 Test Accuracy (%): 44.15999984741211	 gHg: 174.76287841796875	 smoothness 10.485909461975098	 sharpness 41.15452194213867
==> Epoch 678/2000
==> Test
Train Loss 0.5282212495803833	 Train Accuracy (%): 81.33999633789062 	 Test Accuracy (%): 43.779998779296875	 gHg: 100.51693725585938	 smoothness 15.500997543334961	 sharpness 35.593605041503906
==> Epoch 679/2000
==> Test
Train Loss 0.4875452518463135	 Train Accuracy (%): 82.66000366210938 	 Test Accuracy (%): 43.099998474121094	 gHg: 65.34808349609375	 smoothness 10.131021499633789	 sharpness 41.15453338623047
==> Epoch 680/2000
==> Test
Train Loss 0.5290688872337341	 Train Accuracy (%): 81.27999877929688 	 Test Accuracy (%): 44.150001525878906	 gHg: 237.37890625	 smoothness 14.432148933410645	 sharpness 44.65220642089844
==> Epoch 681/2000
==> Test
Train Loss 0.5501253008842468	 Train Accuracy (%): 80.05999755859375 	 Test Accuracy (%): 44.220001220703125	 gHg: 144.371826171875	 smoothness 15.55291748046875	 sharpness 36.88687515258789
==> Epoch 682/2000
==> Test
Train Loss 0.5355277061462402	 Train Accuracy (%): 80.08000183105469 	 Test Accuracy (%): 43.47999954223633	 gHg: 108.4955062866211	 smoothness 11.692573547363281	 sharpness 31.76968765258789
==> Epoch 683/2000
==> Test
Train Loss 0.574582040309906	 Train Accuracy (%): 78.5999984741211 	 Test Accuracy (%): 43.59000015258789	 gHg: 218.47222900390625	 smoothness 13.368595123291016	 sharpness 39.169151306152344
==> Epoch 684/2000
==> Test
Train Loss 0.5503445863723755	 Train Accuracy (%): 80.0199966430664 	 Test Accuracy (%): 43.540000915527344	 gHg: 130.7600860595703	 smoothness 12.965340614318848	 sharpness 35.07554244995117
==> Epoch 685/2000
==> Test
Train Loss 0.5703743696212769	 Train Accuracy (%): 79.0 	 Test Accuracy (%): 42.70000076293945	 gHg: 144.32669067382812	 smoothness 12.087475776672363	 sharpness 34.323394775390625
==> Epoch 686/2000
==> Test
Train Loss 0.567101776599884	 Train Accuracy (%): 79.36000061035156 	 Test Accuracy (%): 43.29999923706055	 gHg: 340.3992004394531	 smoothness 12.854340553283691	 sharpness 51.29854202270508
==> Epoch 687/2000
==> Test
Train Loss 0.6104665994644165	 Train Accuracy (%): 77.5 	 Test Accuracy (%): 43.70000076293945	 gHg: 232.16494750976562	 smoothness 13.958620071411133	 sharpness 39.380531311035156
==> Epoch 688/2000
==> Test
Train Loss 0.6215752959251404	 Train Accuracy (%): 77.45999908447266 	 Test Accuracy (%): 43.459999084472656	 gHg: 177.1028594970703	 smoothness 13.141549110412598	 sharpness 34.1210823059082
==> Epoch 689/2000
==> Test
Train Loss 0.6112056374549866	 Train Accuracy (%): 77.23999786376953 	 Test Accuracy (%): 43.13999938964844	 gHg: 257.96820068359375	 smoothness 11.356080055236816	 sharpness 36.724544525146484
==> Epoch 690/2000
==> Test
Train Loss 0.6778959631919861	 Train Accuracy (%): 75.04000091552734 	 Test Accuracy (%): 42.97999954223633	 gHg: 445.8405456542969	 smoothness 13.765260696411133	 sharpness 45.141685485839844
==> Epoch 691/2000
==> Test
Train Loss 0.6955968141555786	 Train Accuracy (%): 75.87999725341797 	 Test Accuracy (%): 43.189998626708984	 gHg: 182.3667449951172	 smoothness 14.409430503845215	 sharpness 35.70415496826172
==> Epoch 692/2000
==> Test
Train Loss 0.6217143535614014	 Train Accuracy (%): 78.44000244140625 	 Test Accuracy (%): 42.61000061035156	 gHg: 169.394775390625	 smoothness 9.221253395080566	 sharpness 36.42177963256836
==> Epoch 693/2000
==> Test
Train Loss 0.6706261038780212	 Train Accuracy (%): 75.87999725341797 	 Test Accuracy (%): 43.31999969482422	 gHg: 337.5482177734375	 smoothness 14.30652141571045	 sharpness 40.13329315185547
==> Epoch 694/2000
==> Test
Train Loss 0.5950561165809631	 Train Accuracy (%): 78.94000244140625 	 Test Accuracy (%): 43.47999954223633	 gHg: 77.61939239501953	 smoothness 11.801034927368164	 sharpness 29.734264373779297
==> Epoch 695/2000
==> Test
Train Loss 0.5676156878471375	 Train Accuracy (%): 79.45999908447266 	 Test Accuracy (%): 43.16999816894531	 gHg: 65.622802734375	 smoothness 7.978142738342285	 sharpness 28.3447322845459
==> Epoch 696/2000
==> Test
Train Loss 0.5651935338973999	 Train Accuracy (%): 79.23999786376953 	 Test Accuracy (%): 43.38999938964844	 gHg: 68.33714294433594	 smoothness 11.147187232971191	 sharpness 30.590038299560547
==> Epoch 697/2000
==> Test
Train Loss 0.5555261969566345	 Train Accuracy (%): 79.66000366210938 	 Test Accuracy (%): 43.9900016784668	 gHg: 53.2194938659668	 smoothness 7.329761505126953	 sharpness 25.704059600830078
==> Epoch 698/2000
==> Test
Train Loss 0.5610736608505249	 Train Accuracy (%): 80.22000122070312 	 Test Accuracy (%): 43.900001525878906	 gHg: 46.20486831665039	 smoothness 11.0237398147583	 sharpness 27.731246948242188
==> Epoch 699/2000
==> Test
Train Loss 0.5430500507354736	 Train Accuracy (%): 80.13999938964844 	 Test Accuracy (%): 42.84000015258789	 gHg: 24.118144989013672	 smoothness 7.992809295654297	 sharpness 26.448396682739258
==> Epoch 700/2000
==> Test
Train Loss 0.5372600555419922	 Train Accuracy (%): 80.69999694824219 	 Test Accuracy (%): 43.400001525878906	 gHg: 57.94318771362305	 smoothness 9.627851486206055	 sharpness 29.75861167907715
==> Epoch 701/2000
==> Test
Train Loss 0.513239324092865	 Train Accuracy (%): 81.4000015258789 	 Test Accuracy (%): 43.86000061035156	 gHg: 36.1338996887207	 smoothness 9.271880149841309	 sharpness 29.815277099609375
==> Epoch 702/2000
==> Test
Train Loss 0.5191929936408997	 Train Accuracy (%): 81.30000305175781 	 Test Accuracy (%): 44.0	 gHg: 39.145042419433594	 smoothness 10.004717826843262	 sharpness 30.27745246887207
==> Epoch 703/2000
==> Test
Train Loss 0.49875694513320923	 Train Accuracy (%): 82.19999694824219 	 Test Accuracy (%): 43.16999816894531	 gHg: 27.943252563476562	 smoothness 9.214893341064453	 sharpness 26.54349136352539
==> Epoch 704/2000
==> Test
Train Loss 0.5118499398231506	 Train Accuracy (%): 81.55999755859375 	 Test Accuracy (%): 43.619998931884766	 gHg: 87.26441192626953	 smoothness 10.191488265991211	 sharpness 31.477331161499023
==> Epoch 705/2000
==> Test
Train Loss 0.4956918954849243	 Train Accuracy (%): 81.95999908447266 	 Test Accuracy (%): 44.540000915527344	 gHg: 55.673404693603516	 smoothness 13.171036720275879	 sharpness 31.73357582092285
==> Epoch 706/2000
==> Test
Train Loss 0.4825124442577362	 Train Accuracy (%): 82.72000122070312 	 Test Accuracy (%): 44.029998779296875	 gHg: 26.804080963134766	 smoothness 9.429267883300781	 sharpness 29.53122329711914
==> Epoch 707/2000
==> Test
Train Loss 0.47914671897888184	 Train Accuracy (%): 82.58000183105469 	 Test Accuracy (%): 44.720001220703125	 gHg: 45.91975402832031	 smoothness 10.053569793701172	 sharpness 32.899112701416016
==> Epoch 708/2000
==> Test
Train Loss 0.4662410616874695	 Train Accuracy (%): 83.27999877929688 	 Test Accuracy (%): 44.529998779296875	 gHg: 25.730073928833008	 smoothness 10.426210403442383	 sharpness 30.52518081665039
==> Epoch 709/2000
==> Test
Train Loss 0.4515451192855835	 Train Accuracy (%): 83.55999755859375 	 Test Accuracy (%): 44.18000030517578	 gHg: 20.717226028442383	 smoothness 9.639793395996094	 sharpness 29.40642547607422
==> Epoch 710/2000
==> Test
Train Loss 0.4495874047279358	 Train Accuracy (%): 83.73999786376953 	 Test Accuracy (%): 44.040000915527344	 gHg: 22.912635803222656	 smoothness 8.834952354431152	 sharpness 29.6961612701416
==> Epoch 711/2000
==> Test
Train Loss 0.46126678586006165	 Train Accuracy (%): 83.69999694824219 	 Test Accuracy (%): 44.619998931884766	 gHg: 27.155506134033203	 smoothness 9.344006538391113	 sharpness 32.40308380126953
==> Epoch 712/2000
==> Test
Train Loss 0.457125186920166	 Train Accuracy (%): 83.54000091552734 	 Test Accuracy (%): 43.779998779296875	 gHg: 34.57699966430664	 smoothness 12.028740882873535	 sharpness 32.15239715576172
==> Epoch 713/2000
==> Test
Train Loss 0.463030606508255	 Train Accuracy (%): 83.62000274658203 	 Test Accuracy (%): 43.83000183105469	 gHg: 19.286922454833984	 smoothness 10.85224437713623	 sharpness 30.69049644470215
==> Epoch 714/2000
==> Test
Train Loss 0.441651314496994	 Train Accuracy (%): 84.86000061035156 	 Test Accuracy (%): 44.189998626708984	 gHg: 28.21756935119629	 smoothness 8.55876636505127	 sharpness 34.16922378540039
==> Epoch 715/2000
==> Test
Train Loss 0.4432383179664612	 Train Accuracy (%): 83.95999908447266 	 Test Accuracy (%): 44.33000183105469	 gHg: 35.19047164916992	 smoothness 13.445554733276367	 sharpness 34.01082992553711
==> Epoch 716/2000
==> Test
Train Loss 0.4153068959712982	 Train Accuracy (%): 84.63999938964844 	 Test Accuracy (%): 44.720001220703125	 gHg: 18.163232803344727	 smoothness 11.069092750549316	 sharpness 31.242605209350586
==> Epoch 717/2000
==> Test
Train Loss 0.44087910652160645	 Train Accuracy (%): 84.05999755859375 	 Test Accuracy (%): 45.20000076293945	 gHg: 22.9271183013916	 smoothness 9.970410346984863	 sharpness 31.534984588623047
==> Epoch 718/2000
==> Test
Train Loss 0.42221978306770325	 Train Accuracy (%): 85.33999633789062 	 Test Accuracy (%): 44.56999969482422	 gHg: 19.638090133666992	 smoothness 10.37336254119873	 sharpness 33.17680358886719
==> Epoch 719/2000
==> Test
Train Loss 0.44002172350883484	 Train Accuracy (%): 83.58000183105469 	 Test Accuracy (%): 44.31999969482422	 gHg: 52.230003356933594	 smoothness 11.314448356628418	 sharpness 34.12108612060547
==> Epoch 720/2000
==> Test
Train Loss 0.43990811705589294	 Train Accuracy (%): 84.08000183105469 	 Test Accuracy (%): 44.9900016784668	 gHg: 54.98345184326172	 smoothness 15.794692039489746	 sharpness 33.132564544677734
==> Epoch 721/2000
==> Test
Train Loss 0.42683282494544983	 Train Accuracy (%): 85.16000366210938 	 Test Accuracy (%): 44.5	 gHg: 16.291946411132812	 smoothness 11.018898010253906	 sharpness 30.444028854370117
==> Epoch 722/2000
==> Test
Train Loss 0.4384951591491699	 Train Accuracy (%): 84.27999877929688 	 Test Accuracy (%): 44.0099983215332	 gHg: 52.01463317871094	 smoothness 7.964522838592529	 sharpness 35.60240173339844
==> Epoch 723/2000
==> Test
Train Loss 0.4407947361469269	 Train Accuracy (%): 84.5999984741211 	 Test Accuracy (%): 44.2400016784668	 gHg: 80.77790832519531	 smoothness 16.36297607421875	 sharpness 35.4732551574707
==> Epoch 724/2000
==> Test
Train Loss 0.4363747537136078	 Train Accuracy (%): 84.33999633789062 	 Test Accuracy (%): 44.529998779296875	 gHg: 56.4362678527832	 smoothness 13.48626708984375	 sharpness 33.24906539916992
==> Epoch 725/2000
==> Test
Train Loss 0.4329798221588135	 Train Accuracy (%): 85.04000091552734 	 Test Accuracy (%): 44.470001220703125	 gHg: 38.63521194458008	 smoothness 10.611186981201172	 sharpness 32.691890716552734
==> Epoch 726/2000
==> Test
Train Loss 0.44581976532936096	 Train Accuracy (%): 83.27999877929688 	 Test Accuracy (%): 43.540000915527344	 gHg: 62.64069366455078	 smoothness 12.496940612792969	 sharpness 34.60700607299805
==> Epoch 727/2000
==> Test
Train Loss 0.43375176191329956	 Train Accuracy (%): 84.80000305175781 	 Test Accuracy (%): 43.91999816894531	 gHg: 58.890480041503906	 smoothness 14.12610912322998	 sharpness 32.95101547241211
==> Epoch 728/2000
==> Test
Train Loss 0.42277905344963074	 Train Accuracy (%): 85.08000183105469 	 Test Accuracy (%): 44.47999954223633	 gHg: 22.190338134765625	 smoothness 10.755904197692871	 sharpness 31.872520446777344
==> Epoch 729/2000
==> Test
Train Loss 0.4320887327194214	 Train Accuracy (%): 85.27999877929688 	 Test Accuracy (%): 44.790000915527344	 gHg: 39.09162902832031	 smoothness 9.60908317565918	 sharpness 34.845680236816406
==> Epoch 730/2000
==> Test
Train Loss 0.4375371038913727	 Train Accuracy (%): 84.08000183105469 	 Test Accuracy (%): 44.849998474121094	 gHg: 45.589054107666016	 smoothness 13.288701057434082	 sharpness 31.185810089111328
==> Epoch 731/2000
==> Test
Train Loss 0.4309009909629822	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 44.31999969482422	 gHg: 35.26128005981445	 smoothness 10.812710762023926	 sharpness 30.692251205444336
==> Epoch 732/2000
==> Test
Train Loss 0.432068407535553	 Train Accuracy (%): 84.68000030517578 	 Test Accuracy (%): 44.380001068115234	 gHg: 43.64720153808594	 smoothness 12.540271759033203	 sharpness 36.31914520263672
==> Epoch 733/2000
==> Test
Train Loss 0.4129754900932312	 Train Accuracy (%): 85.26000213623047 	 Test Accuracy (%): 44.060001373291016	 gHg: 25.721622467041016	 smoothness 10.467058181762695	 sharpness 34.31467056274414
==> Epoch 734/2000
==> Test
Train Loss 0.40075168013572693	 Train Accuracy (%): 85.55999755859375 	 Test Accuracy (%): 43.90999984741211	 gHg: 39.77292251586914	 smoothness 9.500405311584473	 sharpness 31.172542572021484
==> Epoch 735/2000
==> Test
Train Loss 0.43663814663887024	 Train Accuracy (%): 83.77999877929688 	 Test Accuracy (%): 44.22999954223633	 gHg: 54.758056640625	 smoothness 13.50607967376709	 sharpness 36.24440383911133
==> Epoch 736/2000
==> Test
Train Loss 0.4107731580734253	 Train Accuracy (%): 85.55999755859375 	 Test Accuracy (%): 44.18000030517578	 gHg: 44.21528244018555	 smoothness 11.39974594116211	 sharpness 33.18552017211914
==> Epoch 737/2000
==> Test
Train Loss 0.4098447263240814	 Train Accuracy (%): 85.22000122070312 	 Test Accuracy (%): 44.369998931884766	 gHg: 47.37519836425781	 smoothness 11.929980278015137	 sharpness 31.947473526000977
==> Epoch 738/2000
==> Test
Train Loss 0.4264245629310608	 Train Accuracy (%): 84.30000305175781 	 Test Accuracy (%): 44.79999923706055	 gHg: 60.82307434082031	 smoothness 12.512697219848633	 sharpness 36.646663665771484
==> Epoch 739/2000
==> Test
Train Loss 0.4163524806499481	 Train Accuracy (%): 86.0 	 Test Accuracy (%): 43.709999084472656	 gHg: 65.45057678222656	 smoothness 13.49700927734375	 sharpness 33.54950714111328
==> Epoch 740/2000
==> Test
Train Loss 0.40130865573883057	 Train Accuracy (%): 85.86000061035156 	 Test Accuracy (%): 44.13999938964844	 gHg: 33.49905014038086	 smoothness 12.485918998718262	 sharpness 33.61654281616211
==> Epoch 741/2000
==> Test
Train Loss 0.4047389328479767	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 44.06999969482422	 gHg: 23.13329315185547	 smoothness 8.001898765563965	 sharpness 32.735862731933594
==> Epoch 742/2000
==> Test
Train Loss 0.41497498750686646	 Train Accuracy (%): 84.91999816894531 	 Test Accuracy (%): 43.689998626708984	 gHg: 59.70403289794922	 smoothness 13.691086769104004	 sharpness 36.98817825317383
==> Epoch 743/2000
==> Test
Train Loss 0.4058280885219574	 Train Accuracy (%): 85.55999755859375 	 Test Accuracy (%): 44.150001525878906	 gHg: 29.378055572509766	 smoothness 12.114725112915039	 sharpness 32.84129333496094
==> Epoch 744/2000
==> Test
Train Loss 0.40069830417633057	 Train Accuracy (%): 85.66000366210938 	 Test Accuracy (%): 44.439998626708984	 gHg: 34.1888427734375	 smoothness 9.88409423828125	 sharpness 31.919960021972656
==> Epoch 745/2000
==> Test
Train Loss 0.4127120077610016	 Train Accuracy (%): 85.77999877929688 	 Test Accuracy (%): 44.27000045776367	 gHg: 35.30009460449219	 smoothness 12.493895530700684	 sharpness 33.30315399169922
==> Epoch 746/2000
==> Test
Train Loss 0.39674100279808044	 Train Accuracy (%): 86.4000015258789 	 Test Accuracy (%): 43.65999984741211	 gHg: 22.5976505279541	 smoothness 10.012518882751465	 sharpness 33.287078857421875
==> Epoch 747/2000
==> Test
Train Loss 0.416911244392395	 Train Accuracy (%): 84.73999786376953 	 Test Accuracy (%): 44.72999954223633	 gHg: 38.88926696777344	 smoothness 10.990498542785645	 sharpness 34.69729232788086
==> Epoch 748/2000
==> Test
Train Loss 0.39297056198120117	 Train Accuracy (%): 85.83999633789062 	 Test Accuracy (%): 44.619998931884766	 gHg: 36.07590866088867	 smoothness 11.588089942932129	 sharpness 35.33704376220703
==> Epoch 749/2000
==> Test
Train Loss 0.4149925410747528	 Train Accuracy (%): 85.54000091552734 	 Test Accuracy (%): 44.5099983215332	 gHg: 50.84265899658203	 smoothness 13.223581314086914	 sharpness 34.645484924316406
==> Epoch 750/2000
==> Test
Train Loss 0.4047463834285736	 Train Accuracy (%): 85.36000061035156 	 Test Accuracy (%): 44.5	 gHg: 31.411909103393555	 smoothness 12.088146209716797	 sharpness 34.15885543823242
==> Epoch 751/2000
==> Test
Train Loss 0.3953843414783478	 Train Accuracy (%): 86.18000030517578 	 Test Accuracy (%): 43.959999084472656	 gHg: 30.972049713134766	 smoothness 7.842881679534912	 sharpness 35.425010681152344
==> Epoch 752/2000
==> Test
Train Loss 0.4162434935569763	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 44.029998779296875	 gHg: 56.176002502441406	 smoothness 15.494758605957031	 sharpness 33.695011138916016
==> Epoch 753/2000
==> Test
Train Loss 0.401293009519577	 Train Accuracy (%): 85.58000183105469 	 Test Accuracy (%): 44.34000015258789	 gHg: 22.86423110961914	 smoothness 10.7212553024292	 sharpness 31.012271881103516
==> Epoch 754/2000
==> Test
Train Loss 0.4053756594657898	 Train Accuracy (%): 85.54000091552734 	 Test Accuracy (%): 44.130001068115234	 gHg: 62.2535400390625	 smoothness 9.730006217956543	 sharpness 38.402828216552734
==> Epoch 755/2000
==> Test
Train Loss 0.4141950309276581	 Train Accuracy (%): 85.45999908447266 	 Test Accuracy (%): 44.2599983215332	 gHg: 79.64240264892578	 smoothness 15.6512451171875	 sharpness 36.679718017578125
==> Epoch 756/2000
==> Test
Train Loss 0.43044671416282654	 Train Accuracy (%): 84.41999816894531 	 Test Accuracy (%): 44.13999938964844	 gHg: 90.75891876220703	 smoothness 13.46330738067627	 sharpness 36.625526428222656
==> Epoch 757/2000
==> Test
Train Loss 0.4141334593296051	 Train Accuracy (%): 85.05999755859375 	 Test Accuracy (%): 44.36000061035156	 gHg: 73.00235748291016	 smoothness 15.121232986450195	 sharpness 37.79900360107422
==> Epoch 758/2000
==> Test
Train Loss 0.390578955411911	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 44.33000183105469	 gHg: 18.05413818359375	 smoothness 10.442511558532715	 sharpness 32.64611053466797
==> Epoch 759/2000
==> Test
Train Loss 0.3982377052307129	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 44.220001220703125	 gHg: 57.35363006591797	 smoothness 8.79497241973877	 sharpness 38.2187614440918
==> Epoch 760/2000
==> Test
Train Loss 0.40980038046836853	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 43.959999084472656	 gHg: 56.233665466308594	 smoothness 14.857522010803223	 sharpness 37.49325180053711
==> Epoch 761/2000
==> Test
Train Loss 0.42546871304512024	 Train Accuracy (%): 84.41999816894531 	 Test Accuracy (%): 44.29999923706055	 gHg: 55.667030334472656	 smoothness 10.445935249328613	 sharpness 37.009273529052734
==> Epoch 762/2000
==> Test
Train Loss 0.41763144731521606	 Train Accuracy (%): 85.22000122070312 	 Test Accuracy (%): 43.689998626708984	 gHg: 122.73793029785156	 smoothness 14.495511054992676	 sharpness 37.49979782104492
==> Epoch 763/2000
==> Test
Train Loss 0.44714102149009705	 Train Accuracy (%): 84.04000091552734 	 Test Accuracy (%): 43.70000076293945	 gHg: 149.7891845703125	 smoothness 16.20795249938965	 sharpness 40.44709777832031
==> Epoch 764/2000
==> Test
Train Loss 0.4527345299720764	 Train Accuracy (%): 83.36000061035156 	 Test Accuracy (%): 44.36000061035156	 gHg: 166.5157470703125	 smoothness 14.420319557189941	 sharpness 40.8658561706543
==> Epoch 765/2000
==> Test
Train Loss 0.45506414771080017	 Train Accuracy (%): 83.9800033569336 	 Test Accuracy (%): 44.880001068115234	 gHg: 98.31974792480469	 smoothness 14.014431953430176	 sharpness 36.88131332397461
==> Epoch 766/2000
==> Test
Train Loss 0.4528208076953888	 Train Accuracy (%): 83.62000274658203 	 Test Accuracy (%): 43.529998779296875	 gHg: 108.11566162109375	 smoothness 11.441934585571289	 sharpness 37.68986511230469
==> Epoch 767/2000
==> Test
Train Loss 0.4672303795814514	 Train Accuracy (%): 83.22000122070312 	 Test Accuracy (%): 43.18000030517578	 gHg: 250.7101593017578	 smoothness 13.190631866455078	 sharpness 46.99171829223633
==> Epoch 768/2000
==> Test
Train Loss 0.5505899786949158	 Train Accuracy (%): 81.05999755859375 	 Test Accuracy (%): 43.33000183105469	 gHg: 138.2701873779297	 smoothness 15.210038185119629	 sharpness 36.80685806274414
==> Epoch 769/2000
==> Test
Train Loss 0.4773135781288147	 Train Accuracy (%): 82.69999694824219 	 Test Accuracy (%): 42.040000915527344	 gHg: 200.39498901367188	 smoothness 10.5966157913208	 sharpness 39.61035919189453
==> Epoch 770/2000
==> Test
Train Loss 0.6370035409927368	 Train Accuracy (%): 76.77999877929688 	 Test Accuracy (%): 42.83000183105469	 gHg: 876.0648803710938	 smoothness 15.704575538635254	 sharpness 50.616573333740234
==> Epoch 771/2000
==> Test
Train Loss 0.7747744917869568	 Train Accuracy (%): 77.45999908447266 	 Test Accuracy (%): 42.56999969482422	 gHg: 185.92950439453125	 smoothness 15.577558517456055	 sharpness 37.984371185302734
==> Epoch 772/2000
==> Test
Train Loss 0.7005640864372253	 Train Accuracy (%): 78.16000366210938 	 Test Accuracy (%): 42.290000915527344	 gHg: 199.08375549316406	 smoothness 7.458136558532715	 sharpness 36.46025848388672
==> Epoch 773/2000
==> Test
Train Loss 0.631837010383606	 Train Accuracy (%): 77.5 	 Test Accuracy (%): 43.119998931884766	 gHg: 448.27691650390625	 smoothness 15.891788482666016	 sharpness 41.422325134277344
==> Epoch 774/2000
==> Test
Train Loss 0.5004096627235413	 Train Accuracy (%): 82.05999755859375 	 Test Accuracy (%): 42.869998931884766	 gHg: 107.93212890625	 smoothness 9.361498832702637	 sharpness 35.30628204345703
==> Epoch 775/2000
==> Test
Train Loss 0.5858834385871887	 Train Accuracy (%): 79.37999725341797 	 Test Accuracy (%): 43.56999969482422	 gHg: 111.29003143310547	 smoothness 12.45828914642334	 sharpness 31.52058219909668
==> Epoch 776/2000
==> Test
Train Loss 0.530221164226532	 Train Accuracy (%): 81.4800033569336 	 Test Accuracy (%): 44.0099983215332	 gHg: 61.935829162597656	 smoothness 9.102532386779785	 sharpness 31.808629989624023
==> Epoch 777/2000
==> Test
Train Loss 0.5131130814552307	 Train Accuracy (%): 81.05999755859375 	 Test Accuracy (%): 44.279998779296875	 gHg: 57.83729553222656	 smoothness 8.920933723449707	 sharpness 29.4769344329834
==> Epoch 778/2000
==> Test
Train Loss 0.5087522268295288	 Train Accuracy (%): 81.76000213623047 	 Test Accuracy (%): 43.5099983215332	 gHg: 36.18562316894531	 smoothness 8.678605079650879	 sharpness 26.454376220703125
==> Epoch 779/2000
==> Test
Train Loss 0.5398228764533997	 Train Accuracy (%): 80.44000244140625 	 Test Accuracy (%): 43.13999938964844	 gHg: 63.15379333496094	 smoothness 8.711962699890137	 sharpness 31.357765197753906
==> Epoch 780/2000
==> Test
Train Loss 0.5050704479217529	 Train Accuracy (%): 81.76000213623047 	 Test Accuracy (%): 43.09000015258789	 gHg: 46.4049186706543	 smoothness 9.917296409606934	 sharpness 29.604360580444336
==> Epoch 781/2000
==> Test
Train Loss 0.492142915725708	 Train Accuracy (%): 82.23999786376953 	 Test Accuracy (%): 43.439998626708984	 gHg: 35.26191711425781	 smoothness 8.841352462768555	 sharpness 28.65155792236328
==> Epoch 782/2000
==> Test
Train Loss 0.4786883294582367	 Train Accuracy (%): 83.23999786376953 	 Test Accuracy (%): 43.79999923706055	 gHg: 28.123268127441406	 smoothness 8.60174560546875	 sharpness 26.58341407775879
==> Epoch 783/2000
==> Test
Train Loss 0.4699654281139374	 Train Accuracy (%): 82.36000061035156 	 Test Accuracy (%): 44.5099983215332	 gHg: 37.80851364135742	 smoothness 7.783027172088623	 sharpness 28.058387756347656
==> Epoch 784/2000
==> Test
Train Loss 0.47477099299430847	 Train Accuracy (%): 82.58000183105469 	 Test Accuracy (%): 44.31999969482422	 gHg: 43.74855422973633	 smoothness 10.85902214050293	 sharpness 30.103172302246094
==> Epoch 785/2000
==> Test
Train Loss 0.47843456268310547	 Train Accuracy (%): 82.58000183105469 	 Test Accuracy (%): 43.90999984741211	 gHg: 53.245140075683594	 smoothness 9.654337882995605	 sharpness 31.02476692199707
==> Epoch 786/2000
==> Test
Train Loss 0.4362523853778839	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 43.79999923706055	 gHg: 43.224552154541016	 smoothness 10.987312316894531	 sharpness 28.90035629272461
==> Epoch 787/2000
==> Test
Train Loss 0.45952489972114563	 Train Accuracy (%): 83.54000091552734 	 Test Accuracy (%): 44.0	 gHg: 38.653106689453125	 smoothness 9.239349365234375	 sharpness 30.942928314208984
==> Epoch 788/2000
==> Test
Train Loss 0.45027709007263184	 Train Accuracy (%): 83.94000244140625 	 Test Accuracy (%): 43.779998779296875	 gHg: 36.05742645263672	 smoothness 10.27595043182373	 sharpness 28.955158233642578
==> Epoch 789/2000
==> Test
Train Loss 0.4306722581386566	 Train Accuracy (%): 84.76000213623047 	 Test Accuracy (%): 43.79999923706055	 gHg: 36.32398223876953	 smoothness 9.101692199707031	 sharpness 28.91872215270996
==> Epoch 790/2000
==> Test
Train Loss 0.4224912226200104	 Train Accuracy (%): 84.94000244140625 	 Test Accuracy (%): 44.0	 gHg: 16.596569061279297	 smoothness 10.834038734436035	 sharpness 28.299156188964844
==> Epoch 791/2000
==> Test
Train Loss 0.4289426803588867	 Train Accuracy (%): 84.63999938964844 	 Test Accuracy (%): 43.84000015258789	 gHg: 28.500934600830078	 smoothness 5.889984130859375	 sharpness 33.14485168457031
==> Epoch 792/2000
==> Test
Train Loss 0.4311967194080353	 Train Accuracy (%): 85.23999786376953 	 Test Accuracy (%): 43.36000061035156	 gHg: 21.722625732421875	 smoothness 11.404718399047852	 sharpness 32.28494644165039
==> Epoch 793/2000
==> Test
Train Loss 0.41835302114486694	 Train Accuracy (%): 84.83999633789062 	 Test Accuracy (%): 44.099998474121094	 gHg: 27.003787994384766	 smoothness 6.38015604019165	 sharpness 30.433610916137695
==> Epoch 794/2000
==> Test
Train Loss 0.43826407194137573	 Train Accuracy (%): 84.23999786376953 	 Test Accuracy (%): 44.04999923706055	 gHg: 43.65716552734375	 smoothness 12.461066246032715	 sharpness 32.71531677246094
==> Epoch 795/2000
==> Test
Train Loss 0.4230566918849945	 Train Accuracy (%): 85.04000091552734 	 Test Accuracy (%): 44.540000915527344	 gHg: 35.16692352294922	 smoothness 11.03992748260498	 sharpness 32.07989501953125
==> Epoch 796/2000
==> Test
Train Loss 0.4128543436527252	 Train Accuracy (%): 84.80000305175781 	 Test Accuracy (%): 43.709999084472656	 gHg: 37.028053283691406	 smoothness 10.19196605682373	 sharpness 33.80011749267578
==> Epoch 797/2000
==> Test
Train Loss 0.4219876527786255	 Train Accuracy (%): 84.72000122070312 	 Test Accuracy (%): 43.38999938964844	 gHg: 71.06012725830078	 smoothness 11.394569396972656	 sharpness 36.49500274658203
==> Epoch 798/2000
==> Test
Train Loss 0.4174692928791046	 Train Accuracy (%): 85.22000122070312 	 Test Accuracy (%): 43.90999984741211	 gHg: 60.89044189453125	 smoothness 13.717087745666504	 sharpness 32.46738052368164
==> Epoch 799/2000
==> Test
Train Loss 0.4134273827075958	 Train Accuracy (%): 85.22000122070312 	 Test Accuracy (%): 43.47999954223633	 gHg: 29.665632247924805	 smoothness 10.162199020385742	 sharpness 32.46601104736328
==> Epoch 800/2000
==> Test
Train Loss 0.42702940106391907	 Train Accuracy (%): 84.66000366210938 	 Test Accuracy (%): 43.619998931884766	 gHg: 92.62651062011719	 smoothness 11.063390731811523	 sharpness 37.120391845703125
==> Epoch 801/2000
==> Test
Train Loss 0.4129757285118103	 Train Accuracy (%): 85.16000366210938 	 Test Accuracy (%): 43.540000915527344	 gHg: 50.4426383972168	 smoothness 13.96500015258789	 sharpness 32.295257568359375
==> Epoch 802/2000
==> Test
Train Loss 0.3966003954410553	 Train Accuracy (%): 85.5 	 Test Accuracy (%): 43.31999969482422	 gHg: 30.668357849121094	 smoothness 7.359060287475586	 sharpness 31.347383499145508
==> Epoch 803/2000
==> Test
Train Loss 0.4433143436908722	 Train Accuracy (%): 83.22000122070312 	 Test Accuracy (%): 43.5099983215332	 gHg: 185.5723876953125	 smoothness 14.97714614868164	 sharpness 43.54536056518555
==> Epoch 804/2000
==> Test
Train Loss 0.426967054605484	 Train Accuracy (%): 84.37999725341797 	 Test Accuracy (%): 43.7400016784668	 gHg: 63.927589416503906	 smoothness 14.64535903930664	 sharpness 31.96581268310547
==> Epoch 805/2000
==> Test
Train Loss 0.391696572303772	 Train Accuracy (%): 85.9000015258789 	 Test Accuracy (%): 43.72999954223633	 gHg: 27.06890106201172	 smoothness 7.006192684173584	 sharpness 29.325403213500977
==> Epoch 806/2000
==> Test
Train Loss 0.44082891941070557	 Train Accuracy (%): 84.12000274658203 	 Test Accuracy (%): 44.34000015258789	 gHg: 133.84971618652344	 smoothness 16.26673126220703	 sharpness 37.9520263671875
==> Epoch 807/2000
==> Test
Train Loss 0.3908948600292206	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 44.52000045776367	 gHg: 45.027923583984375	 smoothness 13.334110260009766	 sharpness 32.23435974121094
==> Epoch 808/2000
==> Test
Train Loss 0.39494091272354126	 Train Accuracy (%): 85.58000183105469 	 Test Accuracy (%): 44.40999984741211	 gHg: 39.860595703125	 smoothness 8.369122505187988	 sharpness 31.605012893676758
==> Epoch 809/2000
==> Test
Train Loss 0.416913777589798	 Train Accuracy (%): 85.0 	 Test Accuracy (%): 43.790000915527344	 gHg: 49.29795455932617	 smoothness 12.691093444824219	 sharpness 31.233488082885742
==> Epoch 810/2000
==> Test
Train Loss 0.40181511640548706	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 43.529998779296875	 gHg: 24.848201751708984	 smoothness 9.404858589172363	 sharpness 31.848873138427734
==> Epoch 811/2000
==> Test
Train Loss 0.4094792306423187	 Train Accuracy (%): 85.16000366210938 	 Test Accuracy (%): 43.72999954223633	 gHg: 64.97674560546875	 smoothness 9.428693771362305	 sharpness 33.92250061035156
==> Epoch 812/2000
==> Test
Train Loss 0.3910665214061737	 Train Accuracy (%): 86.26000213623047 	 Test Accuracy (%): 44.630001068115234	 gHg: 70.38221740722656	 smoothness 14.156997680664062	 sharpness 35.441139221191406
==> Epoch 813/2000
==> Test
Train Loss 0.3742632269859314	 Train Accuracy (%): 86.9000015258789 	 Test Accuracy (%): 43.88999938964844	 gHg: 28.440074920654297	 smoothness 8.309710502624512	 sharpness 32.458274841308594
==> Epoch 814/2000
==> Test
Train Loss 0.42804136872291565	 Train Accuracy (%): 83.9000015258789 	 Test Accuracy (%): 44.119998931884766	 gHg: 100.25712585449219	 smoothness 14.393542289733887	 sharpness 32.90462112426758
==> Epoch 815/2000
==> Test
Train Loss 0.39235320687294006	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 44.459999084472656	 gHg: 53.059574127197266	 smoothness 13.12332534790039	 sharpness 33.26877212524414
==> Epoch 816/2000
==> Test
Train Loss 0.3739427626132965	 Train Accuracy (%): 86.77999877929688 	 Test Accuracy (%): 44.08000183105469	 gHg: 24.405473709106445	 smoothness 7.9104180335998535	 sharpness 31.72029685974121
==> Epoch 817/2000
==> Test
Train Loss 0.3840784728527069	 Train Accuracy (%): 86.31999969482422 	 Test Accuracy (%): 43.779998779296875	 gHg: 62.7862663269043	 smoothness 12.114943504333496	 sharpness 33.220943450927734
==> Epoch 818/2000
==> Test
Train Loss 0.3594000041484833	 Train Accuracy (%): 87.45999908447266 	 Test Accuracy (%): 44.20000076293945	 gHg: 36.45704650878906	 smoothness 12.349112510681152	 sharpness 31.457775115966797
==> Epoch 819/2000
==> Test
Train Loss 0.37556567788124084	 Train Accuracy (%): 86.66000366210938 	 Test Accuracy (%): 44.27000045776367	 gHg: 20.69978141784668	 smoothness 8.418532371520996	 sharpness 30.346485137939453
==> Epoch 820/2000
==> Test
Train Loss 0.4069758653640747	 Train Accuracy (%): 85.18000030517578 	 Test Accuracy (%): 43.959999084472656	 gHg: 62.4016227722168	 smoothness 11.266247749328613	 sharpness 33.26175308227539
==> Epoch 821/2000
==> Test
Train Loss 0.40390539169311523	 Train Accuracy (%): 85.13999938964844 	 Test Accuracy (%): 44.38999938964844	 gHg: 39.438724517822266	 smoothness 13.552502632141113	 sharpness 29.428749084472656
==> Epoch 822/2000
==> Test
Train Loss 0.3648163378238678	 Train Accuracy (%): 86.68000030517578 	 Test Accuracy (%): 44.4900016784668	 gHg: 20.720352172851562	 smoothness 8.988029479980469	 sharpness 27.940275192260742
==> Epoch 823/2000
==> Test
Train Loss 0.3795400857925415	 Train Accuracy (%): 86.4800033569336 	 Test Accuracy (%): 44.58000183105469	 gHg: 27.069869995117188	 smoothness 10.555127143859863	 sharpness 29.992982864379883
==> Epoch 824/2000
==> Test
Train Loss 0.35817036032676697	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 44.290000915527344	 gHg: 18.134246826171875	 smoothness 8.466506958007812	 sharpness 31.14741325378418
==> Epoch 825/2000
==> Test
Train Loss 0.3808934688568115	 Train Accuracy (%): 85.9800033569336 	 Test Accuracy (%): 44.68000030517578	 gHg: 58.771549224853516	 smoothness 12.117820739746094	 sharpness 31.40495491027832
==> Epoch 826/2000
==> Test
Train Loss 0.4023952782154083	 Train Accuracy (%): 86.0199966430664 	 Test Accuracy (%): 44.79999923706055	 gHg: 43.84429168701172	 smoothness 13.756778717041016	 sharpness 33.460105895996094
==> Epoch 827/2000
==> Test
Train Loss 0.36386409401893616	 Train Accuracy (%): 87.05999755859375 	 Test Accuracy (%): 44.5	 gHg: 23.312232971191406	 smoothness 8.597362518310547	 sharpness 31.897424697875977
==> Epoch 828/2000
==> Test
Train Loss 0.39359405636787415	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 44.529998779296875	 gHg: 43.737892150878906	 smoothness 11.85068416595459	 sharpness 30.831300735473633
==> Epoch 829/2000
==> Test
Train Loss 0.36506715416908264	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 44.560001373291016	 gHg: 25.2745361328125	 smoothness 11.587124824523926	 sharpness 32.561580657958984
==> Epoch 830/2000
==> Test
Train Loss 0.3636499047279358	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 44.349998474121094	 gHg: 30.71438217163086	 smoothness 8.764076232910156	 sharpness 32.843143463134766
==> Epoch 831/2000
==> Test
Train Loss 0.3687611222267151	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 44.77000045776367	 gHg: 27.493459701538086	 smoothness 11.661980628967285	 sharpness 32.50849914550781
==> Epoch 832/2000
==> Test
Train Loss 0.3492182493209839	 Train Accuracy (%): 87.5999984741211 	 Test Accuracy (%): 44.5099983215332	 gHg: 26.24563217163086	 smoothness 8.736034393310547	 sharpness 31.824186325073242
==> Epoch 833/2000
==> Test
Train Loss 0.37180057168006897	 Train Accuracy (%): 87.08000183105469 	 Test Accuracy (%): 44.02000045776367	 gHg: 38.08079528808594	 smoothness 13.09185791015625	 sharpness 33.64139175415039
==> Epoch 834/2000
==> Test
Train Loss 0.36683496832847595	 Train Accuracy (%): 86.37999725341797 	 Test Accuracy (%): 43.06999969482422	 gHg: 19.738845825195312	 smoothness 9.589920043945312	 sharpness 33.392852783203125
==> Epoch 835/2000
==> Test
Train Loss 0.3639814257621765	 Train Accuracy (%): 86.87999725341797 	 Test Accuracy (%): 43.650001525878906	 gHg: 36.09284973144531	 smoothness 9.98210620880127	 sharpness 31.273357391357422
==> Epoch 836/2000
==> Test
Train Loss 0.3614426255226135	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 43.93000030517578	 gHg: 27.462932586669922	 smoothness 11.699569702148438	 sharpness 32.91796875
==> Epoch 837/2000
==> Test
Train Loss 0.3648306131362915	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 43.68000030517578	 gHg: 34.12954330444336	 smoothness 9.737627029418945	 sharpness 35.15994644165039
==> Epoch 838/2000
==> Test
Train Loss 0.358892023563385	 Train Accuracy (%): 86.91999816894531 	 Test Accuracy (%): 44.56999969482422	 gHg: 42.876853942871094	 smoothness 11.970388412475586	 sharpness 32.145816802978516
==> Epoch 839/2000
==> Test
Train Loss 0.3685480058193207	 Train Accuracy (%): 87.04000091552734 	 Test Accuracy (%): 44.630001068115234	 gHg: 37.06634521484375	 smoothness 12.228939056396484	 sharpness 34.17549514770508
==> Epoch 840/2000
==> Test
Train Loss 0.35212358832359314	 Train Accuracy (%): 87.36000061035156 	 Test Accuracy (%): 43.709999084472656	 gHg: 32.43073272705078	 smoothness 10.399617195129395	 sharpness 36.503570556640625
==> Epoch 841/2000
==> Test
Train Loss 0.35737144947052	 Train Accuracy (%): 86.83999633789062 	 Test Accuracy (%): 44.22999954223633	 gHg: 54.6434211730957	 smoothness 13.129953384399414	 sharpness 33.03887939453125
==> Epoch 842/2000
==> Test
Train Loss 0.3537149429321289	 Train Accuracy (%): 87.68000030517578 	 Test Accuracy (%): 44.279998779296875	 gHg: 27.625865936279297	 smoothness 12.215181350708008	 sharpness 33.36918258666992
==> Epoch 843/2000
==> Test
Train Loss 0.34749168157577515	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 44.040000915527344	 gHg: 25.613893508911133	 smoothness 7.96181583404541	 sharpness 32.071006774902344
==> Epoch 844/2000
==> Test
Train Loss 0.3408605456352234	 Train Accuracy (%): 87.69999694824219 	 Test Accuracy (%): 44.439998626708984	 gHg: 49.619590759277344	 smoothness 13.4361572265625	 sharpness 32.60484313964844
==> Epoch 845/2000
==> Test
Train Loss 0.3492840826511383	 Train Accuracy (%): 87.44000244140625 	 Test Accuracy (%): 43.59000015258789	 gHg: 30.92840003967285	 smoothness 11.938220977783203	 sharpness 30.899362564086914
==> Epoch 846/2000
==> Test
Train Loss 0.33411192893981934	 Train Accuracy (%): 87.77999877929688 	 Test Accuracy (%): 43.790000915527344	 gHg: 22.05831527709961	 smoothness 10.960957527160645	 sharpness 31.6485652923584
==> Epoch 847/2000
==> Test
Train Loss 0.3441610038280487	 Train Accuracy (%): 87.5999984741211 	 Test Accuracy (%): 43.70000076293945	 gHg: 16.134992599487305	 smoothness 9.678082466125488	 sharpness 30.976484298706055
==> Epoch 848/2000
==> Test
Train Loss 0.3767186999320984	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 43.18000030517578	 gHg: 27.498817443847656	 smoothness 9.294679641723633	 sharpness 32.9267463684082
==> Epoch 849/2000
==> Test
Train Loss 0.34138360619544983	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 43.41999816894531	 gHg: 20.66278648376465	 smoothness 10.715030670166016	 sharpness 32.75249099731445
==> Epoch 850/2000
==> Test
Train Loss 0.34478265047073364	 Train Accuracy (%): 87.80000305175781 	 Test Accuracy (%): 44.220001220703125	 gHg: 25.897916793823242	 smoothness 8.8883056640625	 sharpness 30.296600341796875
==> Epoch 851/2000
==> Test
Train Loss 0.3597410023212433	 Train Accuracy (%): 87.16000366210938 	 Test Accuracy (%): 44.33000183105469	 gHg: 34.46727752685547	 smoothness 12.36709213256836	 sharpness 34.27108383178711
==> Epoch 852/2000
==> Test
Train Loss 0.3513396978378296	 Train Accuracy (%): 87.37999725341797 	 Test Accuracy (%): 44.2599983215332	 gHg: 14.694580078125	 smoothness 9.989853858947754	 sharpness 33.85966873168945
==> Epoch 853/2000
==> Test
Train Loss 0.34589260816574097	 Train Accuracy (%): 87.77999877929688 	 Test Accuracy (%): 44.220001220703125	 gHg: 31.306398391723633	 smoothness 10.035355567932129	 sharpness 33.951263427734375
==> Epoch 854/2000
==> Test
Train Loss 0.3494437038898468	 Train Accuracy (%): 87.81999969482422 	 Test Accuracy (%): 43.95000076293945	 gHg: 27.0167293548584	 smoothness 11.860918998718262	 sharpness 32.46073532104492
==> Epoch 855/2000
==> Test
Train Loss 0.34391283988952637	 Train Accuracy (%): 87.83999633789062 	 Test Accuracy (%): 43.75	 gHg: 25.776687622070312	 smoothness 10.121233940124512	 sharpness 32.46065139770508
==> Epoch 856/2000
==> Test
Train Loss 0.36962395906448364	 Train Accuracy (%): 87.31999969482422 	 Test Accuracy (%): 44.58000183105469	 gHg: 35.81196212768555	 smoothness 12.24560260772705	 sharpness 32.982444763183594
==> Epoch 857/2000
==> Test
Train Loss 0.3262996971607208	 Train Accuracy (%): 88.19999694824219 	 Test Accuracy (%): 44.33000183105469	 gHg: 16.734844207763672	 smoothness 9.39165210723877	 sharpness 31.792749404907227
==> Epoch 858/2000
==> Test
Train Loss 0.3428162932395935	 Train Accuracy (%): 87.76000213623047 	 Test Accuracy (%): 43.97999954223633	 gHg: 31.34023666381836	 smoothness 9.754011154174805	 sharpness 33.29513931274414
==> Epoch 859/2000
==> Test
Train Loss 0.35906246304512024	 Train Accuracy (%): 87.0199966430664 	 Test Accuracy (%): 43.810001373291016	 gHg: 25.43670082092285	 smoothness 10.031327247619629	 sharpness 35.1102180480957
==> Epoch 860/2000
==> Test
Train Loss 0.3579498529434204	 Train Accuracy (%): 87.26000213623047 	 Test Accuracy (%): 43.849998474121094	 gHg: 72.14900207519531	 smoothness 11.329069137573242	 sharpness 37.719764709472656
==> Epoch 861/2000
==> Test
Train Loss 0.36261582374572754	 Train Accuracy (%): 86.5999984741211 	 Test Accuracy (%): 43.869998931884766	 gHg: 71.78279113769531	 smoothness 15.17009162902832	 sharpness 36.47554016113281
==> Epoch 862/2000
==> Test
Train Loss 0.3387625217437744	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 43.040000915527344	 gHg: 50.94892883300781	 smoothness 11.20976448059082	 sharpness 33.99583053588867
==> Epoch 863/2000
==> Test
Train Loss 0.37700605392456055	 Train Accuracy (%): 86.58000183105469 	 Test Accuracy (%): 43.380001068115234	 gHg: 112.84901428222656	 smoothness 13.531986236572266	 sharpness 35.85709762573242
==> Epoch 864/2000
==> Test
Train Loss 0.3860601782798767	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 43.61000061035156	 gHg: 136.0335693359375	 smoothness 15.4924955368042	 sharpness 36.96201705932617
==> Epoch 865/2000
==> Test
Train Loss 0.37495750188827515	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 43.7599983215332	 gHg: 76.91873931884766	 smoothness 13.469541549682617	 sharpness 38.143348693847656
==> Epoch 866/2000
==> Test
Train Loss 0.35467296838760376	 Train Accuracy (%): 87.27999877929688 	 Test Accuracy (%): 44.11000061035156	 gHg: 62.090476989746094	 smoothness 10.16692066192627	 sharpness 33.283546447753906
==> Epoch 867/2000
==> Test
Train Loss 0.3826662003993988	 Train Accuracy (%): 86.05999755859375 	 Test Accuracy (%): 44.52000045776367	 gHg: 84.37037658691406	 smoothness 12.482741355895996	 sharpness 35.08137130737305
==> Epoch 868/2000
==> Test
Train Loss 0.3750126361846924	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 43.720001220703125	 gHg: 69.25421905517578	 smoothness 12.941187858581543	 sharpness 35.574119567871094
==> Epoch 869/2000
==> Test
Train Loss 0.3508946895599365	 Train Accuracy (%): 87.0199966430664 	 Test Accuracy (%): 43.90999984741211	 gHg: 63.37755584716797	 smoothness 10.71428108215332	 sharpness 32.77558898925781
==> Epoch 870/2000
==> Test
Train Loss 0.37544551491737366	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 44.22999954223633	 gHg: 65.51693725585938	 smoothness 12.225732803344727	 sharpness 34.58897399902344
==> Epoch 871/2000
==> Test
Train Loss 0.3537774384021759	 Train Accuracy (%): 87.0 	 Test Accuracy (%): 43.31999969482422	 gHg: 45.33172607421875	 smoothness 11.011240005493164	 sharpness 32.93745422363281
==> Epoch 872/2000
==> Test
Train Loss 0.3848140835762024	 Train Accuracy (%): 85.77999877929688 	 Test Accuracy (%): 43.849998474121094	 gHg: 99.25447082519531	 smoothness 11.538762092590332	 sharpness 38.21411895751953
==> Epoch 873/2000
==> Test
Train Loss 0.39984917640686035	 Train Accuracy (%): 85.36000061035156 	 Test Accuracy (%): 43.880001068115234	 gHg: 90.26734161376953	 smoothness 15.016438484191895	 sharpness 34.46254348754883
==> Epoch 874/2000
==> Test
Train Loss 0.35639631748199463	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 43.290000915527344	 gHg: 45.12445068359375	 smoothness 10.268281936645508	 sharpness 34.38751220703125
==> Epoch 875/2000
==> Test
Train Loss 0.37196940183639526	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 42.849998474121094	 gHg: 94.91949462890625	 smoothness 10.580500602722168	 sharpness 39.0721435546875
==> Epoch 876/2000
==> Test
Train Loss 0.4099098742008209	 Train Accuracy (%): 85.18000030517578 	 Test Accuracy (%): 43.459999084472656	 gHg: 157.91751098632812	 smoothness 15.63720703125	 sharpness 37.97909927368164
==> Epoch 877/2000
==> Test
Train Loss 0.3860268294811249	 Train Accuracy (%): 86.45999908447266 	 Test Accuracy (%): 43.689998626708984	 gHg: 95.92427825927734	 smoothness 13.67605972290039	 sharpness 35.37664031982422
==> Epoch 878/2000
==> Test
Train Loss 0.39407867193222046	 Train Accuracy (%): 86.22000122070312 	 Test Accuracy (%): 43.58000183105469	 gHg: 91.71954345703125	 smoothness 9.268030166625977	 sharpness 38.144691467285156
==> Epoch 879/2000
==> Test
Train Loss 0.4368371069431305	 Train Accuracy (%): 83.54000091552734 	 Test Accuracy (%): 43.18000030517578	 gHg: 219.828125	 smoothness 16.5489559173584	 sharpness 40.659969329833984
==> Epoch 880/2000
==> Test
Train Loss 0.42402184009552	 Train Accuracy (%): 85.16000366210938 	 Test Accuracy (%): 44.439998626708984	 gHg: 176.8464813232422	 smoothness 14.769821166992188	 sharpness 38.61078643798828
==> Epoch 881/2000
==> Test
Train Loss 0.4077827036380768	 Train Accuracy (%): 84.55999755859375 	 Test Accuracy (%): 44.400001525878906	 gHg: 96.0531005859375	 smoothness 11.810450553894043	 sharpness 34.73246383666992
==> Epoch 882/2000
==> Test
Train Loss 0.4177550673484802	 Train Accuracy (%): 84.5199966430664 	 Test Accuracy (%): 43.5099983215332	 gHg: 126.10234832763672	 smoothness 12.142045974731445	 sharpness 36.35158157348633
==> Epoch 883/2000
==> Test
Train Loss 0.4152888059616089	 Train Accuracy (%): 84.95999908447266 	 Test Accuracy (%): 42.88999938964844	 gHg: 168.90509033203125	 smoothness 12.470294952392578	 sharpness 36.74993133544922
==> Epoch 884/2000
==> Test
Train Loss 0.4391927123069763	 Train Accuracy (%): 84.5999984741211 	 Test Accuracy (%): 43.119998931884766	 gHg: 163.73455810546875	 smoothness 14.901534080505371	 sharpness 37.51218795776367
==> Epoch 885/2000
==> Test
Train Loss 0.4112946689128876	 Train Accuracy (%): 85.37999725341797 	 Test Accuracy (%): 42.689998626708984	 gHg: 63.43081283569336	 smoothness 10.900020599365234	 sharpness 34.31400680541992
==> Epoch 886/2000
==> Test
Train Loss 0.42981353402137756	 Train Accuracy (%): 84.30000305175781 	 Test Accuracy (%): 43.66999816894531	 gHg: 149.83358764648438	 smoothness 10.11918830871582	 sharpness 34.89672088623047
==> Epoch 887/2000
==> Test
Train Loss 0.4084702730178833	 Train Accuracy (%): 85.16000366210938 	 Test Accuracy (%): 44.119998931884766	 gHg: 105.49801635742188	 smoothness 13.503288269042969	 sharpness 34.74507522583008
==> Epoch 888/2000
==> Test
Train Loss 0.41779854893684387	 Train Accuracy (%): 85.0 	 Test Accuracy (%): 44.22999954223633	 gHg: 92.78585052490234	 smoothness 9.319957733154297	 sharpness 32.41935729980469
==> Epoch 889/2000
==> Test
Train Loss 0.4164807200431824	 Train Accuracy (%): 84.9000015258789 	 Test Accuracy (%): 43.900001525878906	 gHg: 134.91769409179688	 smoothness 13.410770416259766	 sharpness 35.88545608520508
==> Epoch 890/2000
==> Test
Train Loss 0.42093247175216675	 Train Accuracy (%): 84.95999908447266 	 Test Accuracy (%): 43.45000076293945	 gHg: 115.83633422851562	 smoothness 11.69694709777832	 sharpness 31.29874038696289
==> Epoch 891/2000
==> Test
Train Loss 0.4182468354701996	 Train Accuracy (%): 85.23999786376953 	 Test Accuracy (%): 44.029998779296875	 gHg: 82.44303894042969	 smoothness 11.884227752685547	 sharpness 31.168397903442383
==> Epoch 892/2000
==> Test
Train Loss 0.4065110981464386	 Train Accuracy (%): 85.26000213623047 	 Test Accuracy (%): 43.380001068115234	 gHg: 125.88973236083984	 smoothness 10.47635555267334	 sharpness 33.79022979736328
==> Epoch 893/2000
==> Test
Train Loss 0.4144298732280731	 Train Accuracy (%): 85.44000244140625 	 Test Accuracy (%): 44.04999923706055	 gHg: 125.00314331054688	 smoothness 14.25246524810791	 sharpness 32.07609939575195
==> Epoch 894/2000
==> Test
Train Loss 0.38590654730796814	 Train Accuracy (%): 86.0199966430664 	 Test Accuracy (%): 44.08000183105469	 gHg: 46.49406433105469	 smoothness 9.49301815032959	 sharpness 33.557518005371094
==> Epoch 895/2000
==> Test
Train Loss 0.40344542264938354	 Train Accuracy (%): 85.77999877929688 	 Test Accuracy (%): 43.7400016784668	 gHg: 87.38407135009766	 smoothness 11.828047752380371	 sharpness 32.91450500488281
==> Epoch 896/2000
==> Test
Train Loss 0.3796464502811432	 Train Accuracy (%): 86.9800033569336 	 Test Accuracy (%): 43.029998779296875	 gHg: 29.691547393798828	 smoothness 10.567647933959961	 sharpness 30.769014358520508
==> Epoch 897/2000
==> Test
Train Loss 0.3957631587982178	 Train Accuracy (%): 85.58000183105469 	 Test Accuracy (%): 44.0	 gHg: 100.42610168457031	 smoothness 7.255112648010254	 sharpness 31.75645637512207
==> Epoch 898/2000
==> Test
Train Loss 0.3804720640182495	 Train Accuracy (%): 85.55999755859375 	 Test Accuracy (%): 43.720001220703125	 gHg: 55.820472717285156	 smoothness 13.750025749206543	 sharpness 31.75990104675293
==> Epoch 899/2000
==> Test
Train Loss 0.3798389136791229	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 43.84000015258789	 gHg: 45.52149963378906	 smoothness 7.265283584594727	 sharpness 29.529970169067383
==> Epoch 900/2000
==> Test
Train Loss 0.38683927059173584	 Train Accuracy (%): 86.55999755859375 	 Test Accuracy (%): 43.7400016784668	 gHg: 47.843772888183594	 smoothness 11.300609588623047	 sharpness 31.210723876953125
==> Epoch 901/2000
==> Test
Train Loss 0.37002503871917725	 Train Accuracy (%): 87.23999786376953 	 Test Accuracy (%): 44.2400016784668	 gHg: 69.10971069335938	 smoothness 9.139288902282715	 sharpness 34.8662109375
==> Epoch 902/2000
==> Test
Train Loss 0.3887275755405426	 Train Accuracy (%): 85.94000244140625 	 Test Accuracy (%): 44.130001068115234	 gHg: 87.22575378417969	 smoothness 13.765124320983887	 sharpness 35.28904724121094
==> Epoch 903/2000
==> Test
Train Loss 0.3598211705684662	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 43.70000076293945	 gHg: 34.99765396118164	 smoothness 10.910810470581055	 sharpness 31.556001663208008
==> Epoch 904/2000
==> Test
Train Loss 0.37899544835090637	 Train Accuracy (%): 86.5199966430664 	 Test Accuracy (%): 43.97999954223633	 gHg: 69.15179443359375	 smoothness 8.922335624694824	 sharpness 33.699398040771484
==> Epoch 905/2000
==> Test
Train Loss 0.3905208110809326	 Train Accuracy (%): 85.86000061035156 	 Test Accuracy (%): 44.38999938964844	 gHg: 76.47865295410156	 smoothness 13.801023483276367	 sharpness 33.34658432006836
==> Epoch 906/2000
==> Test
Train Loss 0.35742682218551636	 Train Accuracy (%): 87.76000213623047 	 Test Accuracy (%): 44.130001068115234	 gHg: 35.227699279785156	 smoothness 10.299022674560547	 sharpness 32.35985565185547
==> Epoch 907/2000
==> Test
Train Loss 0.3728957176208496	 Train Accuracy (%): 86.4000015258789 	 Test Accuracy (%): 44.02000045776367	 gHg: 70.93759155273438	 smoothness 10.497543334960938	 sharpness 33.84900665283203
==> Epoch 908/2000
==> Test
Train Loss 0.37943100929260254	 Train Accuracy (%): 86.30000305175781 	 Test Accuracy (%): 44.470001220703125	 gHg: 80.37882995605469	 smoothness 12.937108039855957	 sharpness 35.28895950317383
==> Epoch 909/2000
==> Test
Train Loss 0.37949222326278687	 Train Accuracy (%): 86.5199966430664 	 Test Accuracy (%): 44.36000061035156	 gHg: 67.45179748535156	 smoothness 11.638082504272461	 sharpness 31.406251907348633
==> Epoch 910/2000
==> Test
Train Loss 0.3574117124080658	 Train Accuracy (%): 87.04000091552734 	 Test Accuracy (%): 44.04999923706055	 gHg: 60.65669250488281	 smoothness 10.520564079284668	 sharpness 34.72670364379883
==> Epoch 911/2000
==> Test
Train Loss 0.3586466908454895	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 43.9900016784668	 gHg: 118.9332275390625	 smoothness 13.530926704406738	 sharpness 40.77213668823242
==> Epoch 912/2000
==> Test
Train Loss 0.37486326694488525	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 43.720001220703125	 gHg: 53.97425842285156	 smoothness 13.852506637573242	 sharpness 34.08366012573242
==> Epoch 913/2000
==> Test
Train Loss 0.3581918179988861	 Train Accuracy (%): 87.18000030517578 	 Test Accuracy (%): 43.31999969482422	 gHg: 70.39800262451172	 smoothness 8.266592025756836	 sharpness 37.382320404052734
==> Epoch 914/2000
==> Test
Train Loss 0.3873031735420227	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 43.63999938964844	 gHg: 195.42123413085938	 smoothness 15.61868667602539	 sharpness 43.93625259399414
==> Epoch 915/2000
==> Test
Train Loss 0.3850859999656677	 Train Accuracy (%): 86.18000030517578 	 Test Accuracy (%): 44.11000061035156	 gHg: 76.87875366210938	 smoothness 14.38733196258545	 sharpness 34.157039642333984
==> Epoch 916/2000
==> Test
Train Loss 0.3581713140010834	 Train Accuracy (%): 86.58000183105469 	 Test Accuracy (%): 43.130001068115234	 gHg: 85.05567932128906	 smoothness 8.989032745361328	 sharpness 35.033573150634766
==> Epoch 917/2000
==> Test
Train Loss 0.43123745918273926	 Train Accuracy (%): 84.81999969482422 	 Test Accuracy (%): 43.529998779296875	 gHg: 483.606201171875	 smoothness 16.84838104248047	 sharpness 52.63837432861328
==> Epoch 918/2000
==> Test
Train Loss 0.485993891954422	 Train Accuracy (%): 83.45999908447266 	 Test Accuracy (%): 42.63999938964844	 gHg: 129.36724853515625	 smoothness 16.26914405822754	 sharpness 34.17202377319336
==> Epoch 919/2000
==> Test
Train Loss 0.38884907960891724	 Train Accuracy (%): 86.37999725341797 	 Test Accuracy (%): 41.220001220703125	 gHg: 101.98856353759766	 smoothness 7.606651306152344	 sharpness 38.56838607788086
==> Epoch 920/2000
==> Test
Train Loss 0.5868728756904602	 Train Accuracy (%): 79.23999786376953 	 Test Accuracy (%): 43.400001525878906	 gHg: 1244.0108642578125	 smoothness 21.610353469848633	 sharpness 56.94816970825195
==> Epoch 921/2000
==> Test
Train Loss 0.6360123753547668	 Train Accuracy (%): 81.13999938964844 	 Test Accuracy (%): 42.79999923706055	 gHg: 117.47048950195312	 smoothness 14.798859596252441	 sharpness 33.703094482421875
==> Epoch 922/2000
==> Test
Train Loss 0.6744031310081482	 Train Accuracy (%): 80.16000366210938 	 Test Accuracy (%): 42.56999969482422	 gHg: 241.60791015625	 smoothness 5.048801898956299	 sharpness 38.94453048706055
==> Epoch 923/2000
==> Test
Train Loss 0.6112098097801208	 Train Accuracy (%): 79.19999694824219 	 Test Accuracy (%): 43.790000915527344	 gHg: 305.4187316894531	 smoothness 15.674640655517578	 sharpness 37.85166549682617
==> Epoch 924/2000
==> Test
Train Loss 0.4602375030517578	 Train Accuracy (%): 83.16000366210938 	 Test Accuracy (%): 42.22999954223633	 gHg: 83.94059753417969	 smoothness 7.306026935577393	 sharpness 30.212297439575195
==> Epoch 925/2000
==> Test
Train Loss 0.5723466873168945	 Train Accuracy (%): 81.0 	 Test Accuracy (%): 43.060001373291016	 gHg: 213.7625274658203	 smoothness 16.254487991333008	 sharpness 39.43043899536133
==> Epoch 926/2000
==> Test
Train Loss 0.5259482860565186	 Train Accuracy (%): 82.37999725341797 	 Test Accuracy (%): 43.52000045776367	 gHg: 54.44736099243164	 smoothness 9.740909576416016	 sharpness 31.626033782958984
==> Epoch 927/2000
==> Test
Train Loss 0.47379374504089355	 Train Accuracy (%): 83.23999786376953 	 Test Accuracy (%): 43.36000061035156	 gHg: 51.257720947265625	 smoothness 8.183256149291992	 sharpness 26.953418731689453
==> Epoch 928/2000
==> Test
Train Loss 0.4753825068473816	 Train Accuracy (%): 82.66000366210938 	 Test Accuracy (%): 43.869998931884766	 gHg: 84.00399780273438	 smoothness 8.39530086517334	 sharpness 30.70473289489746
==> Epoch 929/2000
==> Test
Train Loss 0.45768502354621887	 Train Accuracy (%): 83.9000015258789 	 Test Accuracy (%): 43.77000045776367	 gHg: 26.519649505615234	 smoothness 10.631199836730957	 sharpness 25.315542221069336
==> Epoch 930/2000
==> Test
Train Loss 0.5009506344795227	 Train Accuracy (%): 82.73999786376953 	 Test Accuracy (%): 43.11000061035156	 gHg: 35.295196533203125	 smoothness 6.2680511474609375	 sharpness 26.98325538635254
==> Epoch 931/2000
==> Test
Train Loss 0.45677870512008667	 Train Accuracy (%): 84.0199966430664 	 Test Accuracy (%): 43.400001525878906	 gHg: 27.325016021728516	 smoothness 9.162710189819336	 sharpness 26.208906173706055
==> Epoch 932/2000
==> Test
Train Loss 0.46008262038230896	 Train Accuracy (%): 83.13999938964844 	 Test Accuracy (%): 43.95000076293945	 gHg: 30.32433319091797	 smoothness 7.644102096557617	 sharpness 25.38808822631836
==> Epoch 933/2000
==> Test
Train Loss 0.4119148850440979	 Train Accuracy (%): 85.36000061035156 	 Test Accuracy (%): 43.900001525878906	 gHg: 14.061790466308594	 smoothness 9.302177429199219	 sharpness 25.85365867614746
==> Epoch 934/2000
==> Test
Train Loss 0.4306238293647766	 Train Accuracy (%): 83.87999725341797 	 Test Accuracy (%): 43.66999816894531	 gHg: 21.276762008666992	 smoothness 6.868415355682373	 sharpness 25.092334747314453
==> Epoch 935/2000
==> Test
Train Loss 0.4006672203540802	 Train Accuracy (%): 86.41999816894531 	 Test Accuracy (%): 43.56999969482422	 gHg: 12.880070686340332	 smoothness 7.891545295715332	 sharpness 25.472028732299805
==> Epoch 936/2000
==> Test
Train Loss 0.4020679295063019	 Train Accuracy (%): 85.13999938964844 	 Test Accuracy (%): 43.599998474121094	 gHg: 40.6685791015625	 smoothness 9.093969345092773	 sharpness 30.17856788635254
==> Epoch 937/2000
==> Test
Train Loss 0.3946307599544525	 Train Accuracy (%): 85.68000030517578 	 Test Accuracy (%): 43.849998474121094	 gHg: 27.227745056152344	 smoothness 10.851948738098145	 sharpness 28.360952377319336
==> Epoch 938/2000
==> Test
Train Loss 0.3892567753791809	 Train Accuracy (%): 85.69999694824219 	 Test Accuracy (%): 44.619998931884766	 gHg: 24.083526611328125	 smoothness 8.901955604553223	 sharpness 30.0402774810791
==> Epoch 939/2000
==> Test
Train Loss 0.36532026529312134	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 44.150001525878906	 gHg: 16.60680389404297	 smoothness 8.660065650939941	 sharpness 29.774089813232422
==> Epoch 940/2000
==> Test
Train Loss 0.38919705152511597	 Train Accuracy (%): 85.80000305175781 	 Test Accuracy (%): 44.09000015258789	 gHg: 36.54576110839844	 smoothness 8.950722694396973	 sharpness 29.79061508178711
==> Epoch 941/2000
==> Test
Train Loss 0.38209810853004456	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 44.029998779296875	 gHg: 27.63556671142578	 smoothness 10.268094062805176	 sharpness 27.60934829711914
==> Epoch 942/2000
==> Test
Train Loss 0.35357144474983215	 Train Accuracy (%): 86.9000015258789 	 Test Accuracy (%): 43.29999923706055	 gHg: 23.555593490600586	 smoothness 9.41957950592041	 sharpness 29.685001373291016
==> Epoch 943/2000
==> Test
Train Loss 0.35970747470855713	 Train Accuracy (%): 87.30000305175781 	 Test Accuracy (%): 43.599998474121094	 gHg: 21.299959182739258	 smoothness 10.183761596679688	 sharpness 30.156295776367188
==> Epoch 944/2000
==> Test
Train Loss 0.3469778895378113	 Train Accuracy (%): 87.19999694824219 	 Test Accuracy (%): 44.0	 gHg: 22.468326568603516	 smoothness 8.900312423706055	 sharpness 34.81196212768555
==> Epoch 945/2000
==> Test
Train Loss 0.3537907600402832	 Train Accuracy (%): 86.58000183105469 	 Test Accuracy (%): 44.15999984741211	 gHg: 23.045869827270508	 smoothness 9.085016250610352	 sharpness 31.475988388061523
==> Epoch 946/2000
==> Test
Train Loss 0.35189151763916016	 Train Accuracy (%): 87.73999786376953 	 Test Accuracy (%): 44.439998626708984	 gHg: 42.0504035949707	 smoothness 10.206722259521484	 sharpness 32.5457763671875
==> Epoch 947/2000
==> Test
Train Loss 0.34743234515190125	 Train Accuracy (%): 87.27999877929688 	 Test Accuracy (%): 43.630001068115234	 gHg: 29.123455047607422	 smoothness 11.919239044189453	 sharpness 30.225435256958008
==> Epoch 948/2000
==> Test
Train Loss 0.35428085923194885	 Train Accuracy (%): 87.58000183105469 	 Test Accuracy (%): 43.58000183105469	 gHg: 34.95541000366211	 smoothness 7.861286163330078	 sharpness 28.305767059326172
==> Epoch 949/2000
==> Test
Train Loss 0.3558138906955719	 Train Accuracy (%): 87.33999633789062 	 Test Accuracy (%): 43.900001525878906	 gHg: 45.66809844970703	 smoothness 12.923649787902832	 sharpness 32.065616607666016
==> Epoch 950/2000
==> Test
Train Loss 0.3615133762359619	 Train Accuracy (%): 87.04000091552734 	 Test Accuracy (%): 43.63999938964844	 gHg: 36.76303482055664	 smoothness 10.791730880737305	 sharpness 34.04713821411133
==> Epoch 951/2000
==> Test
Train Loss 0.3462525010108948	 Train Accuracy (%): 87.54000091552734 	 Test Accuracy (%): 44.540000915527344	 gHg: 30.808626174926758	 smoothness 11.486452102661133	 sharpness 29.965608596801758
==> Epoch 952/2000
==> Test
Train Loss 0.33140504360198975	 Train Accuracy (%): 88.22000122070312 	 Test Accuracy (%): 45.040000915527344	 gHg: 20.22400665283203	 smoothness 7.846378803253174	 sharpness 28.771183013916016
==> Epoch 953/2000
==> Test
Train Loss 0.35415294766426086	 Train Accuracy (%): 87.12000274658203 	 Test Accuracy (%): 44.18000030517578	 gHg: 34.09896469116211	 smoothness 11.572486877441406	 sharpness 29.7774600982666
==> Epoch 954/2000
==> Test
Train Loss 0.3271156847476959	 Train Accuracy (%): 88.22000122070312 	 Test Accuracy (%): 43.31999969482422	 gHg: 11.297962188720703	 smoothness 8.847344398498535	 sharpness 28.594167709350586
==> Epoch 955/2000
==> Test
Train Loss 0.34000080823898315	 Train Accuracy (%): 87.72000122070312 	 Test Accuracy (%): 44.20000076293945	 gHg: 38.66510009765625	 smoothness 8.106538772583008	 sharpness 29.57514190673828
==> Epoch 956/2000
==> Test
Train Loss 0.32969576120376587	 Train Accuracy (%): 88.26000213623047 	 Test Accuracy (%): 44.099998474121094	 gHg: 20.419925689697266	 smoothness 11.632389068603516	 sharpness 28.508516311645508
==> Epoch 957/2000
==> Test
Train Loss 0.3318009376525879	 Train Accuracy (%): 88.41999816894531 	 Test Accuracy (%): 43.290000915527344	 gHg: 14.73206615447998	 smoothness 5.966076374053955	 sharpness 28.91075325012207
==> Epoch 958/2000
==> Test
Train Loss 0.3596563935279846	 Train Accuracy (%): 87.0999984741211 	 Test Accuracy (%): 43.849998474121094	 gHg: 44.804298400878906	 smoothness 13.0045804977417	 sharpness 31.0729923248291
==> Epoch 959/2000
==> Test
Train Loss 0.3350839912891388	 Train Accuracy (%): 87.77999877929688 	 Test Accuracy (%): 44.099998474121094	 gHg: 15.660555839538574	 smoothness 8.851903915405273	 sharpness 29.953716278076172
==> Epoch 960/2000
==> Test
Train Loss 0.3530966341495514	 Train Accuracy (%): 87.5 	 Test Accuracy (%): 42.939998626708984	 gHg: 50.442901611328125	 smoothness 9.500507354736328	 sharpness 31.757299423217773
==> Epoch 961/2000
==> Test
Train Loss 0.3337728679180145	 Train Accuracy (%): 88.0 	 Test Accuracy (%): 43.97999954223633	 gHg: 66.80038452148438	 smoothness 13.365013122558594	 sharpness 32.99019241333008
==> Epoch 962/2000
==> Test
Train Loss 0.3358835279941559	 Train Accuracy (%): 88.44000244140625 	 Test Accuracy (%): 43.720001220703125	 gHg: 50.914894104003906	 smoothness 11.637581825256348	 sharpness 32.32059860229492
==> Epoch 963/2000
==> Test
Train Loss 0.3438529670238495	 Train Accuracy (%): 87.63999938964844 	 Test Accuracy (%): 43.45000076293945	 gHg: 55.69224548339844	 smoothness 11.962522506713867	 sharpness 32.31379699707031
==> Epoch 964/2000
==> Test
Train Loss 0.3193191587924957	 Train Accuracy (%): 88.5999984741211 	 Test Accuracy (%): 43.529998779296875	 gHg: 44.0984001159668	 smoothness 10.454622268676758	 sharpness 33.192203521728516
==> Epoch 965/2000
==> Test
Train Loss 0.35072988271713257	 Train Accuracy (%): 87.44000244140625 	 Test Accuracy (%): 44.060001373291016	 gHg: 80.25407409667969	 smoothness 11.794785499572754	 sharpness 31.753925323486328
==> Epoch 966/2000
==> Test
Train Loss 0.33214664459228516	 Train Accuracy (%): 88.22000122070312 	 Test Accuracy (%): 44.349998474121094	 gHg: 48.31831741333008	 smoothness 13.021065711975098	 sharpness 32.19034957885742
==> Epoch 967/2000
==> Test
Train Loss 0.3382631242275238	 Train Accuracy (%): 88.08000183105469 	 Test Accuracy (%): 44.2400016784668	 gHg: 58.99610900878906	 smoothness 8.848259925842285	 sharpness 33.26120376586914
==> Epoch 968/2000
==> Test
Train Loss 0.32346653938293457	 Train Accuracy (%): 88.4800033569336 	 Test Accuracy (%): 43.959999084472656	 gHg: 45.885154724121094	 smoothness 13.15929889678955	 sharpness 30.050247192382812
==> Epoch 969/2000
==> Test
Train Loss 0.32692334055900574	 Train Accuracy (%): 88.54000091552734 	 Test Accuracy (%): 43.599998474121094	 gHg: 42.779354095458984	 smoothness 7.904195785522461	 sharpness 30.29690170288086
==> Epoch 970/2000
==> Test
Train Loss 0.34481295943260193	 Train Accuracy (%): 87.58000183105469 	 Test Accuracy (%): 43.7400016784668	 gHg: 67.98014831542969	 smoothness 14.334074974060059	 sharpness 32.89616394042969
==> Epoch 971/2000
==> Test
Train Loss 0.30250784754753113	 Train Accuracy (%): 89.22000122070312 	 Test Accuracy (%): 43.369998931884766	 gHg: 18.396224975585938	 smoothness 9.528038024902344	 sharpness 29.18534278869629
==> Epoch 972/2000
==> Test
Train Loss 0.344731867313385	 Train Accuracy (%): 87.76000213623047 	 Test Accuracy (%): 44.290000915527344	 gHg: 59.11528778076172	 smoothness 10.763866424560547	 sharpness 30.83445930480957
==> Epoch 973/2000
==> Test
Train Loss 0.31509771943092346	 Train Accuracy (%): 89.16000366210938 	 Test Accuracy (%): 44.459999084472656	 gHg: 27.509593963623047	 smoothness 12.863927841186523	 sharpness 31.584463119506836
==> Epoch 974/2000
==> Test
Train Loss 0.31391847133636475	 Train Accuracy (%): 88.33999633789062 	 Test Accuracy (%): 43.599998474121094	 gHg: 19.025312423706055	 smoothness 6.96621561050415	 sharpness 30.070995330810547
==> Epoch 975/2000
==> Test
Train Loss 0.31157106161117554	 Train Accuracy (%): 89.26000213623047 	 Test Accuracy (%): 43.91999816894531	 gHg: 25.470123291015625	 smoothness 10.688703536987305	 sharpness 30.31334114074707
==> Epoch 976/2000
==> Test
Train Loss 0.2993919551372528	 Train Accuracy (%): 89.91999816894531 	 Test Accuracy (%): 43.439998626708984	 gHg: 13.399900436401367	 smoothness 9.0125093460083	 sharpness 26.085060119628906
==> Epoch 977/2000
==> Test
Train Loss 0.33482933044433594	 Train Accuracy (%): 88.05999755859375 	 Test Accuracy (%): 42.70000076293945	 gHg: 50.79703140258789	 smoothness 12.720622062683105	 sharpness 31.778202056884766
==> Epoch 978/2000
==> Test
Train Loss 0.31332677602767944	 Train Accuracy (%): 88.77999877929688 	 Test Accuracy (%): 43.189998626708984	 gHg: 21.451213836669922	 smoothness 12.450188636779785	 sharpness 28.273046493530273
==> Epoch 979/2000
==> Test
Train Loss 0.2980521619319916	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 44.06999969482422	 gHg: 13.064908027648926	 smoothness 7.811131477355957	 sharpness 27.870803833007812
==> Epoch 980/2000
==> Test
Train Loss 0.3204956650733948	 Train Accuracy (%): 89.0 	 Test Accuracy (%): 43.869998931884766	 gHg: 37.50937271118164	 smoothness 11.210219383239746	 sharpness 32.77635192871094
==> Epoch 981/2000
==> Test
Train Loss 0.311313658952713	 Train Accuracy (%): 88.94000244140625 	 Test Accuracy (%): 44.040000915527344	 gHg: 14.353476524353027	 smoothness 11.246137619018555	 sharpness 28.713376998901367
==> Epoch 982/2000
==> Test
Train Loss 0.3129076063632965	 Train Accuracy (%): 88.94000244140625 	 Test Accuracy (%): 44.25	 gHg: 14.617719650268555	 smoothness 7.418661117553711	 sharpness 29.797155380249023
==> Epoch 983/2000
==> Test
Train Loss 0.30029985308647156	 Train Accuracy (%): 89.31999969482422 	 Test Accuracy (%): 44.65999984741211	 gHg: 25.116729736328125	 smoothness 10.750487327575684	 sharpness 31.864809036254883
==> Epoch 984/2000
==> Test
Train Loss 0.2925879955291748	 Train Accuracy (%): 89.4800033569336 	 Test Accuracy (%): 44.810001373291016	 gHg: 20.135520935058594	 smoothness 11.243335723876953	 sharpness 33.67505645751953
==> Epoch 985/2000
==> Test
Train Loss 0.29283130168914795	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 44.540000915527344	 gHg: 13.053723335266113	 smoothness 7.920491695404053	 sharpness 30.081907272338867
==> Epoch 986/2000
==> Test
Train Loss 0.3133317530155182	 Train Accuracy (%): 88.44000244140625 	 Test Accuracy (%): 44.099998474121094	 gHg: 32.426971435546875	 smoothness 11.032010078430176	 sharpness 32.57460021972656
==> Epoch 987/2000
==> Test
Train Loss 0.2916441261768341	 Train Accuracy (%): 89.72000122070312 	 Test Accuracy (%): 44.119998931884766	 gHg: 23.02442169189453	 smoothness 11.321964263916016	 sharpness 30.51223373413086
==> Epoch 988/2000
==> Test
Train Loss 0.2937694191932678	 Train Accuracy (%): 89.37999725341797 	 Test Accuracy (%): 44.11000061035156	 gHg: 17.14520263671875	 smoothness 10.299958229064941	 sharpness 30.82168960571289
==> Epoch 989/2000
==> Test
Train Loss 0.29321932792663574	 Train Accuracy (%): 89.5199966430664 	 Test Accuracy (%): 43.81999969482422	 gHg: 23.223953247070312	 smoothness 9.398682594299316	 sharpness 30.94598960876465
==> Epoch 990/2000
==> Test
Train Loss 0.2940489649772644	 Train Accuracy (%): 89.58000183105469 	 Test Accuracy (%): 43.4900016784668	 gHg: 31.206178665161133	 smoothness 12.321318626403809	 sharpness 33.336036682128906
==> Epoch 991/2000
==> Test
Train Loss 0.2955397665500641	 Train Accuracy (%): 89.5199966430664 	 Test Accuracy (%): 43.310001373291016	 gHg: 15.65150260925293	 smoothness 10.803651809692383	 sharpness 28.588834762573242
==> Epoch 992/2000
==> Test
Train Loss 0.29608991742134094	 Train Accuracy (%): 89.54000091552734 	 Test Accuracy (%): 43.869998931884766	 gHg: 22.171968460083008	 smoothness 9.15395736694336	 sharpness 30.138782501220703
==> Epoch 993/2000
==> Test
Train Loss 0.28260526061058044	 Train Accuracy (%): 90.22000122070312 	 Test Accuracy (%): 43.709999084472656	 gHg: 17.391496658325195	 smoothness 10.209952354431152	 sharpness 30.16291618347168
==> Epoch 994/2000
==> Test
Train Loss 0.2864494025707245	 Train Accuracy (%): 89.87999725341797 	 Test Accuracy (%): 44.09000015258789	 gHg: 22.758140563964844	 smoothness 9.799880027770996	 sharpness 31.21192741394043
==> Epoch 995/2000
==> Test
Train Loss 0.29541078209877014	 Train Accuracy (%): 89.4000015258789 	 Test Accuracy (%): 44.31999969482422	 gHg: 26.408695220947266	 smoothness 11.15247917175293	 sharpness 32.430381774902344
==> Epoch 996/2000
==> Test
Train Loss 0.2859596312046051	 Train Accuracy (%): 90.08000183105469 	 Test Accuracy (%): 44.72999954223633	 gHg: 26.82010269165039	 smoothness 11.104653358459473	 sharpness 34.79454803466797
==> Epoch 997/2000
==> Test
Train Loss 0.2782023251056671	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 44.40999984741211	 gHg: 28.129581451416016	 smoothness 10.56220531463623	 sharpness 31.570297241210938
==> Epoch 998/2000
==> Test
Train Loss 0.3067569136619568	 Train Accuracy (%): 89.18000030517578 	 Test Accuracy (%): 44.400001525878906	 gHg: 43.34260559082031	 smoothness 13.242424011230469	 sharpness 32.27886199951172
==> Epoch 999/2000
==> Test
Train Loss 0.29941895604133606	 Train Accuracy (%): 89.27999877929688 	 Test Accuracy (%): 44.11000061035156	 gHg: 35.18279266357422	 smoothness 12.600852966308594	 sharpness 31.285078048706055
==> Epoch 1000/2000
==> Test
Train Loss 0.27126169204711914	 Train Accuracy (%): 90.63999938964844 	 Test Accuracy (%): 43.91999816894531	 gHg: 14.866106033325195	 smoothness 9.73178768157959	 sharpness 29.990873336791992
==> Epoch 1001/2000
==> Test
Train Loss 0.2790864109992981	 Train Accuracy (%): 90.30000305175781 	 Test Accuracy (%): 44.13999938964844	 gHg: 24.688926696777344	 smoothness 10.136834144592285	 sharpness 29.823719024658203
==> Epoch 1002/2000
==> Test
Train Loss 0.2930702269077301	 Train Accuracy (%): 89.30000305175781 	 Test Accuracy (%): 43.880001068115234	 gHg: 29.810955047607422	 smoothness 10.38143539428711	 sharpness 32.79232406616211
==> Epoch 1003/2000
==> Test
Train Loss 0.2942659556865692	 Train Accuracy (%): 89.23999786376953 	 Test Accuracy (%): 44.09000015258789	 gHg: 25.744611740112305	 smoothness 12.183491706848145	 sharpness 30.4193172454834
==> Epoch 1004/2000
==> Test
Train Loss 0.28720733523368835	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 43.84000015258789	 gHg: 8.766361236572266	 smoothness 9.530266761779785	 sharpness 34.18825149536133
==> Epoch 1005/2000
==> Test
Train Loss 0.2747134864330292	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 44.20000076293945	 gHg: 21.314754486083984	 smoothness 7.94844388961792	 sharpness 29.275096893310547
==> Epoch 1006/2000
==> Test
Train Loss 0.28557461500167847	 Train Accuracy (%): 90.26000213623047 	 Test Accuracy (%): 44.40999984741211	 gHg: 23.92788314819336	 smoothness 11.946045875549316	 sharpness 32.61266326904297
==> Epoch 1007/2000
==> Test
Train Loss 0.27495846152305603	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 44.25	 gHg: 10.844651222229004	 smoothness 9.960134506225586	 sharpness 31.281082153320312
==> Epoch 1008/2000
==> Test
Train Loss 0.2797948122024536	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 44.61000061035156	 gHg: 16.042285919189453	 smoothness 9.261280059814453	 sharpness 30.945152282714844
==> Epoch 1009/2000
==> Test
Train Loss 0.2591162323951721	 Train Accuracy (%): 90.83999633789062 	 Test Accuracy (%): 44.630001068115234	 gHg: 8.633783340454102	 smoothness 9.041760444641113	 sharpness 30.32668113708496
==> Epoch 1010/2000
==> Test
Train Loss 0.27611687779426575	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 44.7599983215332	 gHg: 13.922149658203125	 smoothness 7.854835510253906	 sharpness 31.50702667236328
==> Epoch 1011/2000
==> Test
Train Loss 0.28310632705688477	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.099998474121094	 gHg: 17.20376968383789	 smoothness 9.714457511901855	 sharpness 29.76005744934082
==> Epoch 1012/2000
==> Test
Train Loss 0.28031426668167114	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 44.27000045776367	 gHg: 21.813928604125977	 smoothness 10.744972229003906	 sharpness 31.987457275390625
==> Epoch 1013/2000
==> Test
Train Loss 0.2778334617614746	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 43.900001525878906	 gHg: 20.041301727294922	 smoothness 9.992737770080566	 sharpness 31.912052154541016
==> Epoch 1014/2000
==> Test
Train Loss 0.27462536096572876	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 44.04999923706055	 gHg: 17.504512786865234	 smoothness 9.635481834411621	 sharpness 31.72102928161621
==> Epoch 1015/2000
==> Test
Train Loss 0.2934516668319702	 Train Accuracy (%): 89.4000015258789 	 Test Accuracy (%): 43.810001373291016	 gHg: 25.332809448242188	 smoothness 9.002354621887207	 sharpness 32.54369354248047
==> Epoch 1016/2000
==> Test
Train Loss 0.27139565348625183	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 43.630001068115234	 gHg: 33.24105453491211	 smoothness 9.865156173706055	 sharpness 33.66433334350586
==> Epoch 1017/2000
==> Test
Train Loss 0.29261353611946106	 Train Accuracy (%): 89.58000183105469 	 Test Accuracy (%): 44.0	 gHg: 46.610652923583984	 smoothness 11.477900505065918	 sharpness 31.898338317871094
==> Epoch 1018/2000
==> Test
Train Loss 0.2995706796646118	 Train Accuracy (%): 88.81999969482422 	 Test Accuracy (%): 44.06999969482422	 gHg: 37.07623291015625	 smoothness 11.999360084533691	 sharpness 33.3785514831543
==> Epoch 1019/2000
==> Test
Train Loss 0.2753499150276184	 Train Accuracy (%): 90.36000061035156 	 Test Accuracy (%): 43.650001525878906	 gHg: 30.172780990600586	 smoothness 9.564208984375	 sharpness 30.868318557739258
==> Epoch 1020/2000
==> Test
Train Loss 0.278420090675354	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 44.0099983215332	 gHg: 37.239219665527344	 smoothness 11.160128593444824	 sharpness 32.134952545166016
==> Epoch 1021/2000
==> Test
Train Loss 0.3035731017589569	 Train Accuracy (%): 89.16000366210938 	 Test Accuracy (%): 43.959999084472656	 gHg: 44.2213020324707	 smoothness 10.453554153442383	 sharpness 33.80780029296875
==> Epoch 1022/2000
==> Test
Train Loss 0.29353880882263184	 Train Accuracy (%): 89.4000015258789 	 Test Accuracy (%): 44.34000015258789	 gHg: 38.93601989746094	 smoothness 11.082592010498047	 sharpness 31.94394302368164
==> Epoch 1023/2000
==> Test
Train Loss 0.27317360043525696	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 44.369998931884766	 gHg: 33.1053466796875	 smoothness 10.437773704528809	 sharpness 32.682533264160156
==> Epoch 1024/2000
==> Test
Train Loss 0.300910621881485	 Train Accuracy (%): 89.0999984741211 	 Test Accuracy (%): 43.90999984741211	 gHg: 31.222335815429688	 smoothness 10.551219940185547	 sharpness 31.761581420898438
==> Epoch 1025/2000
==> Test
Train Loss 0.27827298641204834	 Train Accuracy (%): 90.0199966430664 	 Test Accuracy (%): 43.54999923706055	 gHg: 33.800777435302734	 smoothness 9.73688793182373	 sharpness 32.320621490478516
==> Epoch 1026/2000
==> Test
Train Loss 0.2978375554084778	 Train Accuracy (%): 89.41999816894531 	 Test Accuracy (%): 43.13999938964844	 gHg: 53.51644515991211	 smoothness 12.87720775604248	 sharpness 35.68056869506836
==> Epoch 1027/2000
==> Test
Train Loss 0.29188594222068787	 Train Accuracy (%): 89.22000122070312 	 Test Accuracy (%): 43.0	 gHg: 37.1218376159668	 smoothness 11.638575553894043	 sharpness 32.85136795043945
==> Epoch 1028/2000
==> Test
Train Loss 0.3029444217681885	 Train Accuracy (%): 89.33999633789062 	 Test Accuracy (%): 43.4900016784668	 gHg: 51.82939147949219	 smoothness 11.403779983520508	 sharpness 35.423492431640625
==> Epoch 1029/2000
==> Test
Train Loss 0.3064861297607422	 Train Accuracy (%): 89.18000030517578 	 Test Accuracy (%): 43.79999923706055	 gHg: 64.04468536376953	 smoothness 12.880245208740234	 sharpness 37.39380645751953
==> Epoch 1030/2000
==> Test
Train Loss 0.3058668076992035	 Train Accuracy (%): 88.94000244140625 	 Test Accuracy (%): 44.08000183105469	 gHg: 34.51498794555664	 smoothness 12.241209030151367	 sharpness 32.24967575073242
==> Epoch 1031/2000
==> Test
Train Loss 0.28218430280685425	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 44.20000076293945	 gHg: 15.780983924865723	 smoothness 8.895469665527344	 sharpness 31.222021102905273
==> Epoch 1032/2000
==> Test
Train Loss 0.29556503891944885	 Train Accuracy (%): 89.5999984741211 	 Test Accuracy (%): 44.060001373291016	 gHg: 51.300567626953125	 smoothness 9.914563179016113	 sharpness 37.409061431884766
==> Epoch 1033/2000
==> Test
Train Loss 0.2711470127105713	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 43.900001525878906	 gHg: 25.3312931060791	 smoothness 11.952333450317383	 sharpness 30.821752548217773
==> Epoch 1034/2000
==> Test
Train Loss 0.2893124520778656	 Train Accuracy (%): 89.69999694824219 	 Test Accuracy (%): 43.81999969482422	 gHg: 31.871978759765625	 smoothness 8.006957054138184	 sharpness 30.876380920410156
==> Epoch 1035/2000
==> Test
Train Loss 0.29714134335517883	 Train Accuracy (%): 89.4000015258789 	 Test Accuracy (%): 44.02000045776367	 gHg: 53.52397918701172	 smoothness 12.843840599060059	 sharpness 32.69628143310547
==> Epoch 1036/2000
==> Test
Train Loss 0.28658807277679443	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 43.68000030517578	 gHg: 46.56639099121094	 smoothness 11.679861068725586	 sharpness 34.48530197143555
==> Epoch 1037/2000
==> Test
Train Loss 0.2901817262172699	 Train Accuracy (%): 89.68000030517578 	 Test Accuracy (%): 43.77000045776367	 gHg: 42.42822265625	 smoothness 12.601892471313477	 sharpness 30.716350555419922
==> Epoch 1038/2000
==> Test
Train Loss 0.2813146412372589	 Train Accuracy (%): 89.91999816894531 	 Test Accuracy (%): 43.540000915527344	 gHg: 24.123130798339844	 smoothness 9.813222885131836	 sharpness 28.46050262451172
==> Epoch 1039/2000
==> Test
Train Loss 0.28001895546913147	 Train Accuracy (%): 90.5 	 Test Accuracy (%): 43.59000015258789	 gHg: 52.80303955078125	 smoothness 9.671485900878906	 sharpness 37.333168029785156
==> Epoch 1040/2000
==> Test
Train Loss 0.2932140529155731	 Train Accuracy (%): 89.41999816894531 	 Test Accuracy (%): 43.4900016784668	 gHg: 57.980743408203125	 smoothness 14.57129955291748	 sharpness 32.681182861328125
==> Epoch 1041/2000
==> Test
Train Loss 0.2754521369934082	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 43.20000076293945	 gHg: 20.99041175842285	 smoothness 10.327153205871582	 sharpness 31.502456665039062
==> Epoch 1042/2000
==> Test
Train Loss 0.29063624143600464	 Train Accuracy (%): 89.58000183105469 	 Test Accuracy (%): 43.72999954223633	 gHg: 77.04689025878906	 smoothness 8.070027351379395	 sharpness 38.295814514160156
==> Epoch 1043/2000
==> Test
Train Loss 0.31476202607154846	 Train Accuracy (%): 88.62000274658203 	 Test Accuracy (%): 43.29999923706055	 gHg: 134.3551025390625	 smoothness 16.66876792907715	 sharpness 37.944847106933594
==> Epoch 1044/2000
==> Test
Train Loss 0.299258828163147	 Train Accuracy (%): 89.55999755859375 	 Test Accuracy (%): 43.61000061035156	 gHg: 65.068115234375	 smoothness 13.695918083190918	 sharpness 33.520896911621094
==> Epoch 1045/2000
==> Test
Train Loss 0.28948208689689636	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 43.79999923706055	 gHg: 38.567710876464844	 smoothness 8.01543140411377	 sharpness 35.606483459472656
==> Epoch 1046/2000
==> Test
Train Loss 0.3232583999633789	 Train Accuracy (%): 88.18000030517578 	 Test Accuracy (%): 42.959999084472656	 gHg: 136.3900909423828	 smoothness 13.198944091796875	 sharpness 39.833194732666016
==> Epoch 1047/2000
==> Test
Train Loss 0.3052942156791687	 Train Accuracy (%): 89.30000305175781 	 Test Accuracy (%): 43.40999984741211	 gHg: 88.87169647216797	 smoothness 14.893153190612793	 sharpness 36.040916442871094
==> Epoch 1048/2000
==> Test
Train Loss 0.30052849650382996	 Train Accuracy (%): 89.33999633789062 	 Test Accuracy (%): 43.380001068115234	 gHg: 74.50164031982422	 smoothness 9.759650230407715	 sharpness 32.29644775390625
==> Epoch 1049/2000
==> Test
Train Loss 0.3263668119907379	 Train Accuracy (%): 87.58000183105469 	 Test Accuracy (%): 43.20000076293945	 gHg: 158.94161987304688	 smoothness 14.943881034851074	 sharpness 39.42600631713867
==> Epoch 1050/2000
==> Test
Train Loss 0.29648587107658386	 Train Accuracy (%): 89.63999938964844 	 Test Accuracy (%): 43.7599983215332	 gHg: 83.61555480957031	 smoothness 13.645224571228027	 sharpness 32.5747184753418
==> Epoch 1051/2000
==> Test
Train Loss 0.33165353536605835	 Train Accuracy (%): 87.86000061035156 	 Test Accuracy (%): 43.470001220703125	 gHg: 125.8520278930664	 smoothness 10.222718238830566	 sharpness 37.1976318359375
==> Epoch 1052/2000
==> Test
Train Loss 0.3502846956253052	 Train Accuracy (%): 87.45999908447266 	 Test Accuracy (%): 43.310001373291016	 gHg: 198.02841186523438	 smoothness 16.436344146728516	 sharpness 39.22157287597656
==> Epoch 1053/2000
==> Test
Train Loss 0.33802491426467896	 Train Accuracy (%): 88.16000366210938 	 Test Accuracy (%): 43.790000915527344	 gHg: 127.60834503173828	 smoothness 13.021531105041504	 sharpness 38.4957160949707
==> Epoch 1054/2000
==> Test
Train Loss 0.3687857389450073	 Train Accuracy (%): 87.19999694824219 	 Test Accuracy (%): 43.970001220703125	 gHg: 145.086181640625	 smoothness 12.031177520751953	 sharpness 34.90104675292969
==> Epoch 1055/2000
==> Test
Train Loss 0.33561134338378906	 Train Accuracy (%): 87.73999786376953 	 Test Accuracy (%): 43.25	 gHg: 114.41619873046875	 smoothness 12.969001770019531	 sharpness 35.21125793457031
==> Epoch 1056/2000
==> Test
Train Loss 0.3406032919883728	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 43.470001220703125	 gHg: 157.78775024414062	 smoothness 11.245426177978516	 sharpness 36.66531753540039
==> Epoch 1057/2000
==> Test
Train Loss 0.34516116976737976	 Train Accuracy (%): 87.54000091552734 	 Test Accuracy (%): 44.2599983215332	 gHg: 143.1211700439453	 smoothness 15.094714164733887	 sharpness 36.88972473144531
==> Epoch 1058/2000
==> Test
Train Loss 0.29707685112953186	 Train Accuracy (%): 89.16000366210938 	 Test Accuracy (%): 43.220001220703125	 gHg: 82.7537841796875	 smoothness 9.776219367980957	 sharpness 41.35203170776367
==> Epoch 1059/2000
==> Test
Train Loss 0.35906508564949036	 Train Accuracy (%): 86.9000015258789 	 Test Accuracy (%): 44.380001068115234	 gHg: 202.2852325439453	 smoothness 16.495014190673828	 sharpness 41.13911437988281
==> Epoch 1060/2000
==> Test
Train Loss 0.3014621436595917	 Train Accuracy (%): 88.9000015258789 	 Test Accuracy (%): 43.65999984741211	 gHg: 38.29262161254883	 smoothness 12.29680061340332	 sharpness 29.95855140686035
==> Epoch 1061/2000
==> Test
Train Loss 0.32566797733306885	 Train Accuracy (%): 88.5999984741211 	 Test Accuracy (%): 43.34000015258789	 gHg: 96.54203033447266	 smoothness 4.3373308181762695	 sharpness 36.01183319091797
==> Epoch 1062/2000
==> Test
Train Loss 0.34325242042541504	 Train Accuracy (%): 87.18000030517578 	 Test Accuracy (%): 43.40999984741211	 gHg: 138.88186645507812	 smoothness 16.38595199584961	 sharpness 38.239776611328125
==> Epoch 1063/2000
==> Test
Train Loss 0.3206053078174591	 Train Accuracy (%): 88.58000183105469 	 Test Accuracy (%): 43.59000015258789	 gHg: 41.21501159667969	 smoothness 10.090848922729492	 sharpness 30.972475051879883
==> Epoch 1064/2000
==> Test
Train Loss 0.338498055934906	 Train Accuracy (%): 88.12000274658203 	 Test Accuracy (%): 43.97999954223633	 gHg: 76.73551940917969	 smoothness 8.658670425415039	 sharpness 31.67346954345703
==> Epoch 1065/2000
==> Test
Train Loss 0.3317383825778961	 Train Accuracy (%): 88.26000213623047 	 Test Accuracy (%): 43.4900016784668	 gHg: 90.23651123046875	 smoothness 13.673027992248535	 sharpness 34.33842849731445
==> Epoch 1066/2000
==> Test
Train Loss 0.3122911751270294	 Train Accuracy (%): 88.44000244140625 	 Test Accuracy (%): 43.40999984741211	 gHg: 41.53594970703125	 smoothness 10.409062385559082	 sharpness 29.287517547607422
==> Epoch 1067/2000
==> Test
Train Loss 0.3179238736629486	 Train Accuracy (%): 88.54000091552734 	 Test Accuracy (%): 43.869998931884766	 gHg: 52.036521911621094	 smoothness 9.68835163116455	 sharpness 29.505014419555664
==> Epoch 1068/2000
==> Test
Train Loss 0.322724848985672	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 43.439998626708984	 gHg: 70.91844940185547	 smoothness 11.704178810119629	 sharpness 33.46324920654297
==> Epoch 1069/2000
==> Test
Train Loss 0.2995243966579437	 Train Accuracy (%): 89.0199966430664 	 Test Accuracy (%): 43.470001220703125	 gHg: 25.23377799987793	 smoothness 10.70460033416748	 sharpness 30.129243850708008
==> Epoch 1070/2000
==> Test
Train Loss 0.33239859342575073	 Train Accuracy (%): 88.63999938964844 	 Test Accuracy (%): 43.65999984741211	 gHg: 68.1700668334961	 smoothness 7.663154125213623	 sharpness 30.03229522705078
==> Epoch 1071/2000
==> Test
Train Loss 0.3235442042350769	 Train Accuracy (%): 88.30000305175781 	 Test Accuracy (%): 43.869998931884766	 gHg: 61.58687210083008	 smoothness 13.642729759216309	 sharpness 32.83608627319336
==> Epoch 1072/2000
==> Test
Train Loss 0.306723952293396	 Train Accuracy (%): 88.87999725341797 	 Test Accuracy (%): 43.709999084472656	 gHg: 34.85381317138672	 smoothness 8.36621379852295	 sharpness 31.847387313842773
==> Epoch 1073/2000
==> Test
Train Loss 0.32737627625465393	 Train Accuracy (%): 88.05999755859375 	 Test Accuracy (%): 44.27000045776367	 gHg: 87.62189483642578	 smoothness 14.035316467285156	 sharpness 34.439212799072266
==> Epoch 1074/2000
==> Test
Train Loss 0.2764809727668762	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 43.400001525878906	 gHg: 12.013089179992676	 smoothness 10.526424407958984	 sharpness 27.256319046020508
==> Epoch 1075/2000
==> Test
Train Loss 0.34085455536842346	 Train Accuracy (%): 88.0 	 Test Accuracy (%): 43.91999816894531	 gHg: 59.462791442871094	 smoothness 5.237301349639893	 sharpness 35.00014877319336
==> Epoch 1076/2000
==> Test
Train Loss 0.28847381472587585	 Train Accuracy (%): 89.26000213623047 	 Test Accuracy (%): 43.83000183105469	 gHg: 25.137977600097656	 smoothness 11.644604682922363	 sharpness 30.490915298461914
==> Epoch 1077/2000
==> Test
Train Loss 0.2981761693954468	 Train Accuracy (%): 89.41999816894531 	 Test Accuracy (%): 43.72999954223633	 gHg: 49.0479850769043	 smoothness 6.444790840148926	 sharpness 30.234434127807617
==> Epoch 1078/2000
==> Test
Train Loss 0.30532488226890564	 Train Accuracy (%): 89.08000183105469 	 Test Accuracy (%): 43.869998931884766	 gHg: 48.57355499267578	 smoothness 13.258598327636719	 sharpness 32.37896728515625
==> Epoch 1079/2000
==> Test
Train Loss 0.2750062942504883	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 43.400001525878906	 gHg: 22.64655303955078	 smoothness 8.223111152648926	 sharpness 30.072290420532227
==> Epoch 1080/2000
==> Test
Train Loss 0.29203519225120544	 Train Accuracy (%): 89.31999969482422 	 Test Accuracy (%): 43.2599983215332	 gHg: 47.179595947265625	 smoothness 12.1107177734375	 sharpness 30.263429641723633
==> Epoch 1081/2000
==> Test
Train Loss 0.2822807729244232	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 43.459999084472656	 gHg: 19.28732681274414	 smoothness 10.517447471618652	 sharpness 29.893268585205078
==> Epoch 1082/2000
==> Test
Train Loss 0.271260142326355	 Train Accuracy (%): 90.26000213623047 	 Test Accuracy (%): 43.689998626708984	 gHg: 16.94747543334961	 smoothness 9.070051193237305	 sharpness 31.568740844726562
==> Epoch 1083/2000
==> Test
Train Loss 0.266414999961853	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 43.400001525878906	 gHg: 19.786317825317383	 smoothness 7.952568054199219	 sharpness 30.702301025390625
==> Epoch 1084/2000
==> Test
Train Loss 0.28810781240463257	 Train Accuracy (%): 89.5999984741211 	 Test Accuracy (%): 43.72999954223633	 gHg: 26.50399398803711	 smoothness 10.327081680297852	 sharpness 32.045528411865234
==> Epoch 1085/2000
==> Test
Train Loss 0.27687206864356995	 Train Accuracy (%): 89.63999938964844 	 Test Accuracy (%): 44.2599983215332	 gHg: 27.690439224243164	 smoothness 9.866000175476074	 sharpness 29.2633113861084
==> Epoch 1086/2000
==> Test
Train Loss 0.27794528007507324	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.689998626708984	 gHg: 23.593650817871094	 smoothness 10.026837348937988	 sharpness 28.63444709777832
==> Epoch 1087/2000
==> Test
Train Loss 0.2796711027622223	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 42.970001220703125	 gHg: 24.801912307739258	 smoothness 9.389205932617188	 sharpness 28.71602439880371
==> Epoch 1088/2000
==> Test
Train Loss 0.29076600074768066	 Train Accuracy (%): 89.5 	 Test Accuracy (%): 43.18000030517578	 gHg: 48.88697052001953	 smoothness 9.994550704956055	 sharpness 33.6893424987793
==> Epoch 1089/2000
==> Test
Train Loss 0.3077808618545532	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 42.81999969482422	 gHg: 69.12979125976562	 smoothness 12.150941848754883	 sharpness 39.178672790527344
==> Epoch 1090/2000
==> Test
Train Loss 0.2904902696609497	 Train Accuracy (%): 89.13999938964844 	 Test Accuracy (%): 43.06999969482422	 gHg: 40.73332214355469	 smoothness 12.81609058380127	 sharpness 32.65182113647461
==> Epoch 1091/2000
==> Test
Train Loss 0.26963290572166443	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 42.5099983215332	 gHg: 22.39434051513672	 smoothness 8.204977035522461	 sharpness 30.211706161499023
==> Epoch 1092/2000
==> Test
Train Loss 0.30441752076148987	 Train Accuracy (%): 88.63999938964844 	 Test Accuracy (%): 43.29999923706055	 gHg: 82.62516784667969	 smoothness 12.848764419555664	 sharpness 37.61494064331055
==> Epoch 1093/2000
==> Test
Train Loss 0.2738947570323944	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 43.150001525878906	 gHg: 36.92396545410156	 smoothness 13.160956382751465	 sharpness 30.421043395996094
==> Epoch 1094/2000
==> Test
Train Loss 0.25651055574417114	 Train Accuracy (%): 91.0199966430664 	 Test Accuracy (%): 43.20000076293945	 gHg: 26.06559944152832	 smoothness 7.5544939041137695	 sharpness 32.600364685058594
==> Epoch 1095/2000
==> Test
Train Loss 0.2891031503677368	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 43.70000076293945	 gHg: 92.02410888671875	 smoothness 13.858898162841797	 sharpness 39.03544616699219
==> Epoch 1096/2000
==> Test
Train Loss 0.2841741144657135	 Train Accuracy (%): 89.76000213623047 	 Test Accuracy (%): 43.939998626708984	 gHg: 41.77629852294922	 smoothness 13.620755195617676	 sharpness 31.65737533569336
==> Epoch 1097/2000
==> Test
Train Loss 0.2538396120071411	 Train Accuracy (%): 90.9000015258789 	 Test Accuracy (%): 43.849998474121094	 gHg: 17.964988708496094	 smoothness 8.299715995788574	 sharpness 29.186025619506836
==> Epoch 1098/2000
==> Test
Train Loss 0.27579817175865173	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 43.9900016784668	 gHg: 44.567352294921875	 smoothness 11.974512100219727	 sharpness 31.445667266845703
==> Epoch 1099/2000
==> Test
Train Loss 0.2399553656578064	 Train Accuracy (%): 92.0 	 Test Accuracy (%): 43.7599983215332	 gHg: 13.469139099121094	 smoothness 10.30272388458252	 sharpness 29.792997360229492
==> Epoch 1100/2000
==> Test
Train Loss 0.28024905920028687	 Train Accuracy (%): 90.0999984741211 	 Test Accuracy (%): 43.47999954223633	 gHg: 48.96550369262695	 smoothness 9.23601245880127	 sharpness 31.402023315429688
==> Epoch 1101/2000
==> Test
Train Loss 0.2785801887512207	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 43.790000915527344	 gHg: 26.739572525024414	 smoothness 12.055749893188477	 sharpness 31.465662002563477
==> Epoch 1102/2000
==> Test
Train Loss 0.2705693244934082	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 43.689998626708984	 gHg: 25.57859992980957	 smoothness 7.922938346862793	 sharpness 32.18077850341797
==> Epoch 1103/2000
==> Test
Train Loss 0.28154119849205017	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 43.099998474121094	 gHg: 64.31880187988281	 smoothness 11.4834623336792	 sharpness 35.415428161621094
==> Epoch 1104/2000
==> Test
Train Loss 0.29089632630348206	 Train Accuracy (%): 89.27999877929688 	 Test Accuracy (%): 43.849998474121094	 gHg: 71.29764556884766	 smoothness 13.97413444519043	 sharpness 35.07530975341797
==> Epoch 1105/2000
==> Test
Train Loss 0.26550209522247314	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 43.560001373291016	 gHg: 27.4075984954834	 smoothness 11.492406845092773	 sharpness 34.115562438964844
==> Epoch 1106/2000
==> Test
Train Loss 0.2651907503604889	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 43.33000183105469	 gHg: 47.263343811035156	 smoothness 8.225370407104492	 sharpness 33.822898864746094
==> Epoch 1107/2000
==> Test
Train Loss 0.28427407145500183	 Train Accuracy (%): 89.80000305175781 	 Test Accuracy (%): 43.720001220703125	 gHg: 64.87006378173828	 smoothness 13.668699264526367	 sharpness 35.27339172363281
==> Epoch 1108/2000
==> Test
Train Loss 0.26435616612434387	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 43.900001525878906	 gHg: 19.57804298400879	 smoothness 9.978926658630371	 sharpness 31.6672420501709
==> Epoch 1109/2000
==> Test
Train Loss 0.28747859597206116	 Train Accuracy (%): 89.77999877929688 	 Test Accuracy (%): 43.939998626708984	 gHg: 53.63526153564453	 smoothness 10.041157722473145	 sharpness 30.883941650390625
==> Epoch 1110/2000
==> Test
Train Loss 0.2634635269641876	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.08000183105469	 gHg: 41.85721969604492	 smoothness 12.531083106994629	 sharpness 31.13941192626953
==> Epoch 1111/2000
==> Test
Train Loss 0.25774192810058594	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.599998474121094	 gHg: 16.952184677124023	 smoothness 9.35396671295166	 sharpness 29.76747703552246
==> Epoch 1112/2000
==> Test
Train Loss 0.27339258790016174	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 43.7599983215332	 gHg: 39.657222747802734	 smoothness 10.618645668029785	 sharpness 30.244050979614258
==> Epoch 1113/2000
==> Test
Train Loss 0.26288577914237976	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 43.75	 gHg: 32.74534225463867	 smoothness 10.891231536865234	 sharpness 31.311365127563477
==> Epoch 1114/2000
==> Test
Train Loss 0.25835174322128296	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 43.81999969482422	 gHg: 25.890575408935547	 smoothness 10.467397689819336	 sharpness 30.254467010498047
==> Epoch 1115/2000
==> Test
Train Loss 0.2681823670864105	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.20000076293945	 gHg: 35.66563415527344	 smoothness 10.090417861938477	 sharpness 35.37849044799805
==> Epoch 1116/2000
==> Test
Train Loss 0.2663883566856384	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 43.08000183105469	 gHg: 29.204227447509766	 smoothness 10.760229110717773	 sharpness 33.20238494873047
==> Epoch 1117/2000
==> Test
Train Loss 0.2556653320789337	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 42.459999084472656	 gHg: 32.31309509277344	 smoothness 9.807737350463867	 sharpness 31.915210723876953
==> Epoch 1118/2000
==> Test
Train Loss 0.27829962968826294	 Train Accuracy (%): 90.08000183105469 	 Test Accuracy (%): 42.41999816894531	 gHg: 49.96125030517578	 smoothness 11.881631851196289	 sharpness 31.16324234008789
==> Epoch 1119/2000
==> Test
Train Loss 0.267917662858963	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 43.060001373291016	 gHg: 40.57727813720703	 smoothness 11.386975288391113	 sharpness 34.84502029418945
==> Epoch 1120/2000
==> Test
Train Loss 0.30876684188842773	 Train Accuracy (%): 89.37999725341797 	 Test Accuracy (%): 43.56999969482422	 gHg: 51.458194732666016	 smoothness 12.04678726196289	 sharpness 33.17605209350586
==> Epoch 1121/2000
==> Test
Train Loss 0.2831977605819702	 Train Accuracy (%): 89.58000183105469 	 Test Accuracy (%): 43.220001220703125	 gHg: 36.48634338378906	 smoothness 12.020482063293457	 sharpness 33.922000885009766
==> Epoch 1122/2000
==> Test
Train Loss 0.2546756863594055	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 43.29999923706055	 gHg: 28.768409729003906	 smoothness 8.372220993041992	 sharpness 34.00413513183594
==> Epoch 1123/2000
==> Test
Train Loss 0.27377742528915405	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 43.33000183105469	 gHg: 40.31086730957031	 smoothness 12.860219955444336	 sharpness 31.711959838867188
==> Epoch 1124/2000
==> Test
Train Loss 0.27299806475639343	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 42.63999938964844	 gHg: 40.950801849365234	 smoothness 10.357555389404297	 sharpness 33.39745330810547
==> Epoch 1125/2000
==> Test
Train Loss 0.2929582893848419	 Train Accuracy (%): 89.87999725341797 	 Test Accuracy (%): 43.529998779296875	 gHg: 72.85832214355469	 smoothness 13.439250946044922	 sharpness 37.28419876098633
==> Epoch 1126/2000
==> Test
Train Loss 0.2699587941169739	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 43.77000045776367	 gHg: 42.764801025390625	 smoothness 11.81794261932373	 sharpness 31.501001358032227
==> Epoch 1127/2000
==> Test
Train Loss 0.2931358218193054	 Train Accuracy (%): 88.95999908447266 	 Test Accuracy (%): 43.290000915527344	 gHg: 97.33438110351562	 smoothness 10.04045295715332	 sharpness 37.37095642089844
==> Epoch 1128/2000
==> Test
Train Loss 0.30179038643836975	 Train Accuracy (%): 88.58000183105469 	 Test Accuracy (%): 43.40999984741211	 gHg: 108.02088928222656	 smoothness 14.981035232543945	 sharpness 35.434207916259766
==> Epoch 1129/2000
==> Test
Train Loss 0.2859054505825043	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 42.9900016784668	 gHg: 63.40106201171875	 smoothness 11.428675651550293	 sharpness 32.276485443115234
==> Epoch 1130/2000
==> Test
Train Loss 0.31778523325920105	 Train Accuracy (%): 88.5 	 Test Accuracy (%): 42.689998626708984	 gHg: 131.23704528808594	 smoothness 12.299161911010742	 sharpness 36.84879684448242
==> Epoch 1131/2000
==> Test
Train Loss 0.30941060185432434	 Train Accuracy (%): 88.81999969482422 	 Test Accuracy (%): 43.52000045776367	 gHg: 129.811279296875	 smoothness 14.211722373962402	 sharpness 42.561283111572266
==> Epoch 1132/2000
==> Test
Train Loss 0.2950931787490845	 Train Accuracy (%): 89.45999908447266 	 Test Accuracy (%): 43.349998474121094	 gHg: 81.10746765136719	 smoothness 11.846482276916504	 sharpness 34.32417297363281
==> Epoch 1133/2000
==> Test
Train Loss 0.2765783667564392	 Train Accuracy (%): 89.69999694824219 	 Test Accuracy (%): 43.099998474121094	 gHg: 63.464149475097656	 smoothness 11.117193222045898	 sharpness 33.628684997558594
==> Epoch 1134/2000
==> Test
Train Loss 0.28129154443740845	 Train Accuracy (%): 89.87999725341797 	 Test Accuracy (%): 43.08000183105469	 gHg: 68.77015686035156	 smoothness 10.761710166931152	 sharpness 34.715538024902344
==> Epoch 1135/2000
==> Test
Train Loss 0.2901834547519684	 Train Accuracy (%): 89.4800033569336 	 Test Accuracy (%): 43.43000030517578	 gHg: 84.31001281738281	 smoothness 13.4784517288208	 sharpness 32.93931198120117
==> Epoch 1136/2000
==> Test
Train Loss 0.26690763235092163	 Train Accuracy (%): 90.22000122070312 	 Test Accuracy (%): 43.25	 gHg: 47.77164077758789	 smoothness 11.587346076965332	 sharpness 29.98238182067871
==> Epoch 1137/2000
==> Test
Train Loss 0.2869206368923187	 Train Accuracy (%): 89.72000122070312 	 Test Accuracy (%): 43.56999969482422	 gHg: 48.620384216308594	 smoothness 9.711151123046875	 sharpness 31.38488006591797
==> Epoch 1138/2000
==> Test
Train Loss 0.27860569953918457	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 44.16999816894531	 gHg: 69.53202056884766	 smoothness 10.864237785339355	 sharpness 37.511131286621094
==> Epoch 1139/2000
==> Test
Train Loss 0.2738185226917267	 Train Accuracy (%): 89.54000091552734 	 Test Accuracy (%): 43.77000045776367	 gHg: 67.69308471679688	 smoothness 13.180871963500977	 sharpness 32.099029541015625
==> Epoch 1140/2000
==> Test
Train Loss 0.2703957259654999	 Train Accuracy (%): 90.30000305175781 	 Test Accuracy (%): 42.869998931884766	 gHg: 31.512828826904297	 smoothness 10.718904495239258	 sharpness 30.851762771606445
==> Epoch 1141/2000
==> Test
Train Loss 0.28853970766067505	 Train Accuracy (%): 89.37999725341797 	 Test Accuracy (%): 43.400001525878906	 gHg: 72.28875732421875	 smoothness 9.887042999267578	 sharpness 36.539119720458984
==> Epoch 1142/2000
==> Test
Train Loss 0.28647473454475403	 Train Accuracy (%): 89.72000122070312 	 Test Accuracy (%): 43.599998474121094	 gHg: 37.8312873840332	 smoothness 12.70749282836914	 sharpness 30.7758846282959
==> Epoch 1143/2000
==> Test
Train Loss 0.25602656602859497	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 43.599998474121094	 gHg: 31.731996536254883	 smoothness 7.201358795166016	 sharpness 31.766868591308594
==> Epoch 1144/2000
==> Test
Train Loss 0.26638031005859375	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 43.65999984741211	 gHg: 63.60713195800781	 smoothness 13.758763313293457	 sharpness 36.2679328918457
==> Epoch 1145/2000
==> Test
Train Loss 0.2541504204273224	 Train Accuracy (%): 90.5 	 Test Accuracy (%): 43.33000183105469	 gHg: 24.035491943359375	 smoothness 10.659716606140137	 sharpness 28.160764694213867
==> Epoch 1146/2000
==> Test
Train Loss 0.2629755437374115	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.5099983215332	 gHg: 21.667827606201172	 smoothness 9.516242980957031	 sharpness 28.913789749145508
==> Epoch 1147/2000
==> Test
Train Loss 0.2510593831539154	 Train Accuracy (%): 90.83999633789062 	 Test Accuracy (%): 43.04999923706055	 gHg: 27.807247161865234	 smoothness 8.857940673828125	 sharpness 34.474918365478516
==> Epoch 1148/2000
==> Test
Train Loss 0.2630009651184082	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 43.470001220703125	 gHg: 43.42280578613281	 smoothness 12.365535736083984	 sharpness 32.95922088623047
==> Epoch 1149/2000
==> Test
Train Loss 0.2429564744234085	 Train Accuracy (%): 91.41999816894531 	 Test Accuracy (%): 43.540000915527344	 gHg: 11.160149574279785	 smoothness 9.384157180786133	 sharpness 29.896350860595703
==> Epoch 1150/2000
==> Test
Train Loss 0.26052120327949524	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 43.970001220703125	 gHg: 23.68535614013672	 smoothness 8.593575477600098	 sharpness 32.48682403564453
==> Epoch 1151/2000
==> Test
Train Loss 0.24996094405651093	 Train Accuracy (%): 91.55999755859375 	 Test Accuracy (%): 43.90999984741211	 gHg: 13.153768539428711	 smoothness 10.058423042297363	 sharpness 27.958171844482422
==> Epoch 1152/2000
==> Test
Train Loss 0.24520105123519897	 Train Accuracy (%): 91.16000366210938 	 Test Accuracy (%): 43.97999954223633	 gHg: 20.792465209960938	 smoothness 7.654181003570557	 sharpness 29.25890350341797
==> Epoch 1153/2000
==> Test
Train Loss 0.2557985782623291	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 43.900001525878906	 gHg: 20.303638458251953	 smoothness 11.475292205810547	 sharpness 30.46995735168457
==> Epoch 1154/2000
==> Test
Train Loss 0.2429427057504654	 Train Accuracy (%): 91.4000015258789 	 Test Accuracy (%): 44.04999923706055	 gHg: 16.904422760009766	 smoothness 7.930397033691406	 sharpness 31.748018264770508
==> Epoch 1155/2000
==> Test
Train Loss 0.2557380497455597	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 43.869998931884766	 gHg: 18.34733009338379	 smoothness 9.81331729888916	 sharpness 29.434179306030273
==> Epoch 1156/2000
==> Test
Train Loss 0.2310718297958374	 Train Accuracy (%): 91.62000274658203 	 Test Accuracy (%): 43.689998626708984	 gHg: 16.181346893310547	 smoothness 9.710970878601074	 sharpness 29.825706481933594
==> Epoch 1157/2000
==> Test
Train Loss 0.25556808710098267	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 43.779998779296875	 gHg: 23.86656379699707	 smoothness 9.769048690795898	 sharpness 33.244239807128906
==> Epoch 1158/2000
==> Test
Train Loss 0.2266949713230133	 Train Accuracy (%): 91.72000122070312 	 Test Accuracy (%): 43.70000076293945	 gHg: 15.851966857910156	 smoothness 10.643168449401855	 sharpness 29.524913787841797
==> Epoch 1159/2000
==> Test
Train Loss 0.24122145771980286	 Train Accuracy (%): 91.73999786376953 	 Test Accuracy (%): 43.81999969482422	 gHg: 12.450152397155762	 smoothness 9.703551292419434	 sharpness 31.127742767333984
==> Epoch 1160/2000
==> Test
Train Loss 0.250332236289978	 Train Accuracy (%): 91.19999694824219 	 Test Accuracy (%): 43.88999938964844	 gHg: 19.09756088256836	 smoothness 7.536084175109863	 sharpness 32.831092834472656
==> Epoch 1161/2000
==> Test
Train Loss 0.2395659238100052	 Train Accuracy (%): 91.55999755859375 	 Test Accuracy (%): 43.29999923706055	 gHg: 20.643768310546875	 smoothness 10.831345558166504	 sharpness 28.226961135864258
==> Epoch 1162/2000
==> Test
Train Loss 0.23299390077590942	 Train Accuracy (%): 91.44000244140625 	 Test Accuracy (%): 42.7599983215332	 gHg: 9.23393440246582	 smoothness 9.532675743103027	 sharpness 29.043787002563477
==> Epoch 1163/2000
==> Test
Train Loss 0.2575003504753113	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 43.52000045776367	 gHg: 31.430282592773438	 smoothness 8.468777656555176	 sharpness 33.55290985107422
==> Epoch 1164/2000
==> Test
Train Loss 0.2324267029762268	 Train Accuracy (%): 91.4800033569336 	 Test Accuracy (%): 43.540000915527344	 gHg: 17.09938621520996	 smoothness 11.06290054321289	 sharpness 30.415233612060547
==> Epoch 1165/2000
==> Test
Train Loss 0.25082239508628845	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.439998626708984	 gHg: 20.662090301513672	 smoothness 8.632274627685547	 sharpness 30.62908935546875
==> Epoch 1166/2000
==> Test
Train Loss 0.23751935362815857	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 42.68000030517578	 gHg: 16.862289428710938	 smoothness 8.835638999938965	 sharpness 32.26188278198242
==> Epoch 1167/2000
==> Test
Train Loss 0.2604411244392395	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 43.0099983215332	 gHg: 43.73291778564453	 smoothness 10.25262451171875	 sharpness 31.722660064697266
==> Epoch 1168/2000
==> Test
Train Loss 0.25340747833251953	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 43.31999969482422	 gHg: 29.516889572143555	 smoothness 11.548439979553223	 sharpness 32.5052604675293
==> Epoch 1169/2000
==> Test
Train Loss 0.264114111661911	 Train Accuracy (%): 90.72000122070312 	 Test Accuracy (%): 43.59000015258789	 gHg: 45.63946533203125	 smoothness 9.134745597839355	 sharpness 35.23602294921875
==> Epoch 1170/2000
==> Test
Train Loss 0.249870166182518	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.95000076293945	 gHg: 41.07268524169922	 smoothness 12.894617080688477	 sharpness 31.599184036254883
==> Epoch 1171/2000
==> Test
Train Loss 0.2466765195131302	 Train Accuracy (%): 91.13999938964844 	 Test Accuracy (%): 43.689998626708984	 gHg: 24.9880313873291	 smoothness 9.09986686706543	 sharpness 30.943546295166016
==> Epoch 1172/2000
==> Test
Train Loss 0.24750474095344543	 Train Accuracy (%): 91.12000274658203 	 Test Accuracy (%): 43.40999984741211	 gHg: 44.45408248901367	 smoothness 11.243715286254883	 sharpness 33.54105758666992
==> Epoch 1173/2000
==> Test
Train Loss 0.24746206402778625	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 43.2599983215332	 gHg: 33.36579132080078	 smoothness 11.709186553955078	 sharpness 30.664175033569336
==> Epoch 1174/2000
==> Test
Train Loss 0.24216072261333466	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 43.7400016784668	 gHg: 30.198165893554688	 smoothness 10.17485523223877	 sharpness 32.19196701049805
==> Epoch 1175/2000
==> Test
Train Loss 0.24699822068214417	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 43.29999923706055	 gHg: 20.87605857849121	 smoothness 9.724202156066895	 sharpness 29.9207763671875
==> Epoch 1176/2000
==> Test
Train Loss 0.27150759100914	 Train Accuracy (%): 89.94000244140625 	 Test Accuracy (%): 43.040000915527344	 gHg: 38.165000915527344	 smoothness 9.120217323303223	 sharpness 34.943641662597656
==> Epoch 1177/2000
==> Test
Train Loss 0.2320215404033661	 Train Accuracy (%): 91.5199966430664 	 Test Accuracy (%): 43.380001068115234	 gHg: 28.240537643432617	 smoothness 10.857366561889648	 sharpness 33.27485656738281
==> Epoch 1178/2000
==> Test
Train Loss 0.24667814373970032	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 43.41999816894531	 gHg: 20.811180114746094	 smoothness 9.250971794128418	 sharpness 31.214895248413086
==> Epoch 1179/2000
==> Test
Train Loss 0.25024306774139404	 Train Accuracy (%): 91.0999984741211 	 Test Accuracy (%): 43.68000030517578	 gHg: 40.48513412475586	 smoothness 10.386180877685547	 sharpness 34.332908630371094
==> Epoch 1180/2000
==> Test
Train Loss 0.25243282318115234	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 43.709999084472656	 gHg: 37.613868713378906	 smoothness 12.18787956237793	 sharpness 32.43859100341797
==> Epoch 1181/2000
==> Test
Train Loss 0.24258169531822205	 Train Accuracy (%): 91.37999725341797 	 Test Accuracy (%): 43.52000045776367	 gHg: 17.13399314880371	 smoothness 10.461082458496094	 sharpness 30.844600677490234
==> Epoch 1182/2000
==> Test
Train Loss 0.24700261652469635	 Train Accuracy (%): 91.4800033569336 	 Test Accuracy (%): 43.630001068115234	 gHg: 25.445165634155273	 smoothness 8.555174827575684	 sharpness 31.398855209350586
==> Epoch 1183/2000
==> Test
Train Loss 0.24146956205368042	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.27000045776367	 gHg: 21.014055252075195	 smoothness 10.193682670593262	 sharpness 34.669700622558594
==> Epoch 1184/2000
==> Test
Train Loss 0.23244047164916992	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 43.02000045776367	 gHg: 20.757606506347656	 smoothness 7.917036533355713	 sharpness 31.30329132080078
==> Epoch 1185/2000
==> Test
Train Loss 0.24658498167991638	 Train Accuracy (%): 91.37999725341797 	 Test Accuracy (%): 43.02000045776367	 gHg: 40.551761627197266	 smoothness 11.790284156799316	 sharpness 33.19268798828125
==> Epoch 1186/2000
==> Test
Train Loss 0.2676312327384949	 Train Accuracy (%): 89.83999633789062 	 Test Accuracy (%): 43.279998779296875	 gHg: 41.97129440307617	 smoothness 10.954938888549805	 sharpness 35.74005889892578
==> Epoch 1187/2000
==> Test
Train Loss 0.2677019536495209	 Train Accuracy (%): 90.19999694824219 	 Test Accuracy (%): 42.88999938964844	 gHg: 54.7196159362793	 smoothness 11.978095054626465	 sharpness 32.174869537353516
==> Epoch 1188/2000
==> Test
Train Loss 0.27130359411239624	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 42.79999923706055	 gHg: 33.50120162963867	 smoothness 12.61831283569336	 sharpness 30.823915481567383
==> Epoch 1189/2000
==> Test
Train Loss 0.24680915474891663	 Train Accuracy (%): 91.27999877929688 	 Test Accuracy (%): 42.91999816894531	 gHg: 25.017108917236328	 smoothness 8.805657386779785	 sharpness 30.36244773864746
==> Epoch 1190/2000
==> Test
Train Loss 0.2350974678993225	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 42.86000061035156	 gHg: 23.007755279541016	 smoothness 8.871490478515625	 sharpness 33.37453842163086
==> Epoch 1191/2000
==> Test
Train Loss 0.24186040461063385	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 43.06999969482422	 gHg: 30.116596221923828	 smoothness 10.261808395385742	 sharpness 30.841663360595703
==> Epoch 1192/2000
==> Test
Train Loss 0.23877273499965668	 Train Accuracy (%): 91.4800033569336 	 Test Accuracy (%): 43.43000030517578	 gHg: 20.129545211791992	 smoothness 9.162245750427246	 sharpness 30.21862030029297
==> Epoch 1193/2000
==> Test
Train Loss 0.2546318769454956	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 43.400001525878906	 gHg: 49.946380615234375	 smoothness 9.841957092285156	 sharpness 36.473594665527344
==> Epoch 1194/2000
==> Test
Train Loss 0.2573152184486389	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 43.0099983215332	 gHg: 33.57416534423828	 smoothness 11.630813598632812	 sharpness 30.783130645751953
==> Epoch 1195/2000
==> Test
Train Loss 0.24300546944141388	 Train Accuracy (%): 90.77999877929688 	 Test Accuracy (%): 43.33000183105469	 gHg: 24.651527404785156	 smoothness 10.191802978515625	 sharpness 33.0422248840332
==> Epoch 1196/2000
==> Test
Train Loss 0.24152269959449768	 Train Accuracy (%): 91.55999755859375 	 Test Accuracy (%): 43.79999923706055	 gHg: 19.000741958618164	 smoothness 7.86599588394165	 sharpness 30.76964569091797
==> Epoch 1197/2000
==> Test
Train Loss 0.2536085247993469	 Train Accuracy (%): 91.12000274658203 	 Test Accuracy (%): 43.560001373291016	 gHg: 46.79884719848633	 smoothness 10.70504093170166	 sharpness 31.860132217407227
==> Epoch 1198/2000
==> Test
Train Loss 0.2432326376438141	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.189998626708984	 gHg: 19.58572769165039	 smoothness 11.285901069641113	 sharpness 30.68948745727539
==> Epoch 1199/2000
==> Test
Train Loss 0.23838625848293304	 Train Accuracy (%): 91.66000366210938 	 Test Accuracy (%): 42.65999984741211	 gHg: 28.30457305908203	 smoothness 7.105901718139648	 sharpness 34.92491149902344
==> Epoch 1200/2000
==> Test
Train Loss 0.25709477066993713	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 43.02000045776367	 gHg: 28.897294998168945	 smoothness 13.033750534057617	 sharpness 32.52788162231445
==> Epoch 1201/2000
==> Test
Train Loss 0.23010243475437164	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.18000030517578	 gHg: 12.181791305541992	 smoothness 8.105069160461426	 sharpness 28.415241241455078
==> Epoch 1202/2000
==> Test
Train Loss 0.25514233112335205	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 43.189998626708984	 gHg: 58.36095428466797	 smoothness 12.484914779663086	 sharpness 39.96605682373047
==> Epoch 1203/2000
==> Test
Train Loss 0.25529032945632935	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 43.220001220703125	 gHg: 55.980796813964844	 smoothness 14.217135429382324	 sharpness 34.89152145385742
==> Epoch 1204/2000
==> Test
Train Loss 0.22636382281780243	 Train Accuracy (%): 92.0199966430664 	 Test Accuracy (%): 42.88999938964844	 gHg: 22.06690788269043	 smoothness 11.25544548034668	 sharpness 30.889089584350586
==> Epoch 1205/2000
==> Test
Train Loss 0.24532221257686615	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 43.349998474121094	 gHg: 46.185081481933594	 smoothness 9.451964378356934	 sharpness 37.624053955078125
==> Epoch 1206/2000
==> Test
Train Loss 0.2449675053358078	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 43.310001373291016	 gHg: 45.47293472290039	 smoothness 12.80045223236084	 sharpness 32.80459213256836
==> Epoch 1207/2000
==> Test
Train Loss 0.24097275733947754	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.959999084472656	 gHg: 21.103214263916016	 smoothness 10.647724151611328	 sharpness 31.229690551757812
==> Epoch 1208/2000
==> Test
Train Loss 0.23052853345870972	 Train Accuracy (%): 91.73999786376953 	 Test Accuracy (%): 43.79999923706055	 gHg: 23.706205368041992	 smoothness 8.53900146484375	 sharpness 34.488067626953125
==> Epoch 1209/2000
==> Test
Train Loss 0.22916889190673828	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 43.65999984741211	 gHg: 17.721317291259766	 smoothness 10.345415115356445	 sharpness 30.81406593322754
==> Epoch 1210/2000
==> Test
Train Loss 0.23152387142181396	 Train Accuracy (%): 91.76000213623047 	 Test Accuracy (%): 43.88999938964844	 gHg: 14.120457649230957	 smoothness 8.263360023498535	 sharpness 30.59050750732422
==> Epoch 1211/2000
==> Test
Train Loss 0.2447785884141922	 Train Accuracy (%): 91.31999969482422 	 Test Accuracy (%): 44.209999084472656	 gHg: 19.029491424560547	 smoothness 8.770931243896484	 sharpness 31.489091873168945
==> Epoch 1212/2000
==> Test
Train Loss 0.22093701362609863	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.439998626708984	 gHg: 10.66196060180664	 smoothness 9.198131561279297	 sharpness 30.957656860351562
==> Epoch 1213/2000
==> Test
Train Loss 0.21178913116455078	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.15999984741211	 gHg: 12.098600387573242	 smoothness 9.317995071411133	 sharpness 28.871837615966797
==> Epoch 1214/2000
==> Test
Train Loss 0.22105060517787933	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 43.34000015258789	 gHg: 9.4263916015625	 smoothness 7.423369407653809	 sharpness 30.892478942871094
==> Epoch 1215/2000
==> Test
Train Loss 0.228324756026268	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.290000915527344	 gHg: 21.83652114868164	 smoothness 9.17817497253418	 sharpness 30.42202377319336
==> Epoch 1216/2000
==> Test
Train Loss 0.23084460198879242	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 44.04999923706055	 gHg: 14.21533203125	 smoothness 11.174960136413574	 sharpness 31.478851318359375
==> Epoch 1217/2000
==> Test
Train Loss 0.24077251553535461	 Train Accuracy (%): 91.27999877929688 	 Test Accuracy (%): 44.529998779296875	 gHg: 13.197978019714355	 smoothness 7.711238861083984	 sharpness 30.211299896240234
==> Epoch 1218/2000
==> Test
Train Loss 0.24140509963035583	 Train Accuracy (%): 91.13999938964844 	 Test Accuracy (%): 43.93000030517578	 gHg: 30.443613052368164	 smoothness 10.81253719329834	 sharpness 35.02361297607422
==> Epoch 1219/2000
==> Test
Train Loss 0.2223418951034546	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.7599983215332	 gHg: 28.56344985961914	 smoothness 11.121439933776855	 sharpness 34.86769104003906
==> Epoch 1220/2000
==> Test
Train Loss 0.20402084290981293	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 44.11000061035156	 gHg: 13.666980743408203	 smoothness 10.143966674804688	 sharpness 29.667753219604492
==> Epoch 1221/2000
==> Test
Train Loss 0.22002153098583221	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 43.869998931884766	 gHg: 26.084354400634766	 smoothness 8.439101219177246	 sharpness 32.92951965332031
==> Epoch 1222/2000
==> Test
Train Loss 0.22327406704425812	 Train Accuracy (%): 92.23999786376953 	 Test Accuracy (%): 43.77000045776367	 gHg: 23.022785186767578	 smoothness 11.134590148925781	 sharpness 30.974227905273438
==> Epoch 1223/2000
==> Test
Train Loss 0.21330466866493225	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 44.16999816894531	 gHg: 21.568199157714844	 smoothness 8.834933280944824	 sharpness 33.8681640625
==> Epoch 1224/2000
==> Test
Train Loss 0.23150615394115448	 Train Accuracy (%): 91.94000244140625 	 Test Accuracy (%): 43.95000076293945	 gHg: 27.056636810302734	 smoothness 11.580620765686035	 sharpness 32.941490173339844
==> Epoch 1225/2000
==> Test
Train Loss 0.237787663936615	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 43.40999984741211	 gHg: 42.69277572631836	 smoothness 10.31963062286377	 sharpness 30.881277084350586
==> Epoch 1226/2000
==> Test
Train Loss 0.24530825018882751	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 43.56999969482422	 gHg: 62.619529724121094	 smoothness 14.283506393432617	 sharpness 39.07957458496094
==> Epoch 1227/2000
==> Test
Train Loss 0.22577790915966034	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 43.2599983215332	 gHg: 24.04305076599121	 smoothness 11.07553482055664	 sharpness 31.80451011657715
==> Epoch 1228/2000
==> Test
Train Loss 0.24825143814086914	 Train Accuracy (%): 91.4000015258789 	 Test Accuracy (%): 42.939998626708984	 gHg: 34.016849517822266	 smoothness 11.737081527709961	 sharpness 33.19874572753906
==> Epoch 1229/2000
==> Test
Train Loss 0.221260666847229	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 42.81999969482422	 gHg: 14.146885871887207	 smoothness 9.496109962463379	 sharpness 33.61063003540039
==> Epoch 1230/2000
==> Test
Train Loss 0.2303398698568344	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.56999969482422	 gHg: 33.60430908203125	 smoothness 9.230748176574707	 sharpness 31.1137752532959
==> Epoch 1231/2000
==> Test
Train Loss 0.22556422650814056	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.439998626708984	 gHg: 26.507816314697266	 smoothness 11.507616996765137	 sharpness 29.853607177734375
==> Epoch 1232/2000
==> Test
Train Loss 0.22082515060901642	 Train Accuracy (%): 92.0199966430664 	 Test Accuracy (%): 44.09000015258789	 gHg: 30.61966323852539	 smoothness 9.994771003723145	 sharpness 29.995981216430664
==> Epoch 1233/2000
==> Test
Train Loss 0.2415660172700882	 Train Accuracy (%): 91.5199966430664 	 Test Accuracy (%): 43.689998626708984	 gHg: 27.62599754333496	 smoothness 11.23372745513916	 sharpness 31.409683227539062
==> Epoch 1234/2000
==> Test
Train Loss 0.2524202764034271	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 43.369998931884766	 gHg: 40.483154296875	 smoothness 10.015138626098633	 sharpness 31.934219360351562
==> Epoch 1235/2000
==> Test
Train Loss 0.23900683224201202	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 42.79999923706055	 gHg: 48.81364440917969	 smoothness 12.871244430541992	 sharpness 32.650814056396484
==> Epoch 1236/2000
==> Test
Train Loss 0.21769335865974426	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 42.720001220703125	 gHg: 22.407447814941406	 smoothness 9.505584716796875	 sharpness 31.538150787353516
==> Epoch 1237/2000
==> Test
Train Loss 0.22749149799346924	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 43.400001525878906	 gHg: 38.800804138183594	 smoothness 9.783417701721191	 sharpness 32.6224479675293
==> Epoch 1238/2000
==> Test
Train Loss 0.24309609830379486	 Train Accuracy (%): 91.13999938964844 	 Test Accuracy (%): 43.20000076293945	 gHg: 53.93937301635742	 smoothness 12.963847160339355	 sharpness 37.63737106323242
==> Epoch 1239/2000
==> Test
Train Loss 0.22953340411186218	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 43.20000076293945	 gHg: 20.670080184936523	 smoothness 9.644701957702637	 sharpness 29.433813095092773
==> Epoch 1240/2000
==> Test
Train Loss 0.25375422835350037	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.7400016784668	 gHg: 64.60301971435547	 smoothness 10.912758827209473	 sharpness 34.958736419677734
==> Epoch 1241/2000
==> Test
Train Loss 0.24497529864311218	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 43.709999084472656	 gHg: 41.032554626464844	 smoothness 13.1338472366333	 sharpness 33.45962142944336
==> Epoch 1242/2000
==> Test
Train Loss 0.227492555975914	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.540000915527344	 gHg: 27.551950454711914	 smoothness 8.338031768798828	 sharpness 33.23367691040039
==> Epoch 1243/2000
==> Test
Train Loss 0.24413734674453735	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.13999938964844	 gHg: 54.72709655761719	 smoothness 11.52658462524414	 sharpness 35.59798812866211
==> Epoch 1244/2000
==> Test
Train Loss 0.26779043674468994	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 43.130001068115234	 gHg: 63.958091735839844	 smoothness 11.026408195495605	 sharpness 35.1759033203125
==> Epoch 1245/2000
==> Test
Train Loss 0.24137301743030548	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 43.04999923706055	 gHg: 50.254600524902344	 smoothness 12.861612319946289	 sharpness 32.72175979614258
==> Epoch 1246/2000
==> Test
Train Loss 0.23121976852416992	 Train Accuracy (%): 91.44000244140625 	 Test Accuracy (%): 43.0	 gHg: 79.96797180175781	 smoothness 9.091226577758789	 sharpness 42.12295913696289
==> Epoch 1247/2000
==> Test
Train Loss 0.27218860387802124	 Train Accuracy (%): 90.27999877929688 	 Test Accuracy (%): 43.599998474121094	 gHg: 98.08406066894531	 smoothness 15.396842956542969	 sharpness 34.46923065185547
==> Epoch 1248/2000
==> Test
Train Loss 0.22044658660888672	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.16999816894531	 gHg: 22.844768524169922	 smoothness 10.664337158203125	 sharpness 31.32640838623047
==> Epoch 1249/2000
==> Test
Train Loss 0.27175283432006836	 Train Accuracy (%): 89.94000244140625 	 Test Accuracy (%): 42.72999954223633	 gHg: 146.95118713378906	 smoothness 8.660161018371582	 sharpness 44.10382843017578
==> Epoch 1250/2000
==> Test
Train Loss 0.2782732844352722	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 43.400001525878906	 gHg: 132.3074951171875	 smoothness 16.122554779052734	 sharpness 40.01384353637695
==> Epoch 1251/2000
==> Test
Train Loss 0.2514648139476776	 Train Accuracy (%): 90.9000015258789 	 Test Accuracy (%): 43.11000061035156	 gHg: 60.22840118408203	 smoothness 10.264470100402832	 sharpness 35.23936080932617
==> Epoch 1252/2000
==> Test
Train Loss 0.319832980632782	 Train Accuracy (%): 88.33999633789062 	 Test Accuracy (%): 43.220001220703125	 gHg: 355.5392150878906	 smoothness 14.087997436523438	 sharpness 53.034698486328125
==> Epoch 1253/2000
==> Test
Train Loss 0.3725089430809021	 Train Accuracy (%): 87.5999984741211 	 Test Accuracy (%): 43.349998474121094	 gHg: 244.0789794921875	 smoothness 16.756818771362305	 sharpness 47.289581298828125
==> Epoch 1254/2000
==> Test
Train Loss 0.3345995545387268	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 41.58000183105469	 gHg: 188.51409912109375	 smoothness 11.422232627868652	 sharpness 34.89923858642578
==> Epoch 1255/2000
==> Test
Train Loss 0.3835965692996979	 Train Accuracy (%): 86.26000213623047 	 Test Accuracy (%): 41.560001373291016	 gHg: 554.6133422851562	 smoothness 14.245901107788086	 sharpness 50.024513244628906
==> Epoch 1256/2000
==> Test
Train Loss 0.5060549974441528	 Train Accuracy (%): 84.04000091552734 	 Test Accuracy (%): 41.900001525878906	 gHg: 670.8599853515625	 smoothness 15.211355209350586	 sharpness 52.04612350463867
==> Epoch 1257/2000
==> Test
Train Loss 0.6805709600448608	 Train Accuracy (%): 81.0199966430664 	 Test Accuracy (%): 40.5099983215332	 gHg: 478.2218933105469	 smoothness 15.125690460205078	 sharpness 42.3298225402832
==> Epoch 1258/2000
==> Test
Train Loss 0.6082011461257935	 Train Accuracy (%): 79.9000015258789 	 Test Accuracy (%): 39.040000915527344	 gHg: 2124.078125	 smoothness 12.991009712219238	 sharpness 67.0316390991211
==> Epoch 1259/2000
==> Test
Train Loss 1.2711613178253174	 Train Accuracy (%): 73.36000061035156 	 Test Accuracy (%): 41.279998779296875	 gHg: 2513.36767578125	 smoothness 15.505067825317383	 sharpness 61.74317169189453
==> Epoch 1260/2000
==> Test
Train Loss 1.774288535118103	 Train Accuracy (%): 70.18000030517578 	 Test Accuracy (%): 40.310001373291016	 gHg: 619.9588623046875	 smoothness 13.368185997009277	 sharpness 42.68643569946289
==> Epoch 1261/2000
==> Test
Train Loss 1.3386931419372559	 Train Accuracy (%): 72.5 	 Test Accuracy (%): 40.52000045776367	 gHg: 534.0398559570312	 smoothness 9.95435905456543	 sharpness 41.22728729248047
==> Epoch 1262/2000
==> Test
Train Loss 0.9736770391464233	 Train Accuracy (%): 72.66000366210938 	 Test Accuracy (%): 38.88999938964844	 gHg: 529.3177490234375	 smoothness 8.82783031463623	 sharpness 36.54267120361328
==> Epoch 1263/2000
==> Test
Train Loss 1.1719236373901367	 Train Accuracy (%): 70.27999877929688 	 Test Accuracy (%): 39.459999084472656	 gHg: 622.37548828125	 smoothness 8.076495170593262	 sharpness 33.99640655517578
==> Epoch 1264/2000
==> Test
Train Loss 1.0465251207351685	 Train Accuracy (%): 72.37999725341797 	 Test Accuracy (%): 39.880001068115234	 gHg: 111.21269226074219	 smoothness 10.614593505859375	 sharpness 27.90566062927246
==> Epoch 1265/2000
==> Test
Train Loss 1.068384051322937	 Train Accuracy (%): 71.33999633789062 	 Test Accuracy (%): 40.33000183105469	 gHg: 75.88468933105469	 smoothness 4.6692681312561035	 sharpness 29.521982192993164
==> Epoch 1266/2000
==> Test
Train Loss 0.9406073093414307	 Train Accuracy (%): 71.30000305175781 	 Test Accuracy (%): 38.45000076293945	 gHg: 71.4870834350586	 smoothness 8.947309494018555	 sharpness 23.84647560119629
==> Epoch 1267/2000
==> Test
Train Loss 1.0223115682601929	 Train Accuracy (%): 68.63999938964844 	 Test Accuracy (%): 39.90999984741211	 gHg: 123.4995346069336	 smoothness 4.160815715789795	 sharpness 25.1175537109375
==> Epoch 1268/2000
==> Test
Train Loss 0.8686676025390625	 Train Accuracy (%): 71.81999969482422 	 Test Accuracy (%): 39.63999938964844	 gHg: 36.05482482910156	 smoothness 8.121417999267578	 sharpness 23.735931396484375
==> Epoch 1269/2000
==> Test
Train Loss 0.9093512892723083	 Train Accuracy (%): 70.73999786376953 	 Test Accuracy (%): 40.130001068115234	 gHg: 49.60600662231445	 smoothness 7.280174255371094	 sharpness 28.50458526611328
==> Epoch 1270/2000
==> Test
Train Loss 0.9055122137069702	 Train Accuracy (%): 71.30000305175781 	 Test Accuracy (%): 39.880001068115234	 gHg: 32.48170852661133	 smoothness 5.0686235427856445	 sharpness 24.404958724975586
==> Epoch 1271/2000
==> Test
Train Loss 0.8157177567481995	 Train Accuracy (%): 72.26000213623047 	 Test Accuracy (%): 40.43000030517578	 gHg: 22.528034210205078	 smoothness 7.840049743652344	 sharpness 25.4897518157959
==> Epoch 1272/2000
==> Test
Train Loss 0.8402841091156006	 Train Accuracy (%): 72.08000183105469 	 Test Accuracy (%): 40.63999938964844	 gHg: 29.670124053955078	 smoothness 5.349501132965088	 sharpness 22.135496139526367
==> Epoch 1273/2000
==> Test
Train Loss 0.7713713645935059	 Train Accuracy (%): 73.37999725341797 	 Test Accuracy (%): 41.40999984741211	 gHg: 16.80265235900879	 smoothness 6.886712551116943	 sharpness 20.665870666503906
==> Epoch 1274/2000
==> Test
Train Loss 0.702168881893158	 Train Accuracy (%): 76.04000091552734 	 Test Accuracy (%): 42.09000015258789	 gHg: 26.310176849365234	 smoothness 5.588226318359375	 sharpness 19.580236434936523
==> Epoch 1275/2000
==> Test
Train Loss 0.7035726308822632	 Train Accuracy (%): 76.4000015258789 	 Test Accuracy (%): 41.75	 gHg: 14.422688484191895	 smoothness 7.272886753082275	 sharpness 21.66480255126953
==> Epoch 1276/2000
==> Test
Train Loss 0.7391701936721802	 Train Accuracy (%): 75.13999938964844 	 Test Accuracy (%): 41.900001525878906	 gHg: 28.031160354614258	 smoothness 6.172946453094482	 sharpness 20.959732055664062
==> Epoch 1277/2000
==> Test
Train Loss 0.6667402982711792	 Train Accuracy (%): 76.23999786376953 	 Test Accuracy (%): 42.369998931884766	 gHg: 14.52281665802002	 smoothness 7.274724006652832	 sharpness 22.090898513793945
==> Epoch 1278/2000
==> Test
Train Loss 0.6583852767944336	 Train Accuracy (%): 77.5199966430664 	 Test Accuracy (%): 42.7400016784668	 gHg: 16.249679565429688	 smoothness 6.621480941772461	 sharpness 21.228378295898438
==> Epoch 1279/2000
==> Test
Train Loss 0.6400288343429565	 Train Accuracy (%): 77.87999725341797 	 Test Accuracy (%): 42.66999816894531	 gHg: 13.603815078735352	 smoothness 6.038753986358643	 sharpness 21.721647262573242
==> Epoch 1280/2000
==> Test
Train Loss 0.5861454010009766	 Train Accuracy (%): 79.27999877929688 	 Test Accuracy (%): 42.38999938964844	 gHg: 10.716509819030762	 smoothness 7.228762626647949	 sharpness 21.472740173339844
==> Epoch 1281/2000
==> Test
Train Loss 0.5904050469398499	 Train Accuracy (%): 79.12000274658203 	 Test Accuracy (%): 42.060001373291016	 gHg: 16.607810974121094	 smoothness 8.276068687438965	 sharpness 23.5462703704834
==> Epoch 1282/2000
==> Test
Train Loss 0.5626620650291443	 Train Accuracy (%): 80.0999984741211 	 Test Accuracy (%): 42.56999969482422	 gHg: 12.083389282226562	 smoothness 6.257338523864746	 sharpness 23.197254180908203
==> Epoch 1283/2000
==> Test
Train Loss 0.5386293530464172	 Train Accuracy (%): 80.54000091552734 	 Test Accuracy (%): 42.91999816894531	 gHg: 12.395137786865234	 smoothness 7.5397186279296875	 sharpness 24.480390548706055
==> Epoch 1284/2000
==> Test
Train Loss 0.5101915597915649	 Train Accuracy (%): 81.73999786376953 	 Test Accuracy (%): 43.130001068115234	 gHg: 15.12415885925293	 smoothness 6.316161632537842	 sharpness 23.452457427978516
==> Epoch 1285/2000
==> Test
Train Loss 0.5098685026168823	 Train Accuracy (%): 81.63999938964844 	 Test Accuracy (%): 43.25	 gHg: 14.540262222290039	 smoothness 8.878861427307129	 sharpness 22.914234161376953
==> Epoch 1286/2000
==> Test
Train Loss 0.5025857090950012	 Train Accuracy (%): 81.76000213623047 	 Test Accuracy (%): 43.08000183105469	 gHg: 14.129825592041016	 smoothness 6.868413925170898	 sharpness 22.04079246520996
==> Epoch 1287/2000
==> Test
Train Loss 0.47124409675598145	 Train Accuracy (%): 83.5 	 Test Accuracy (%): 42.970001220703125	 gHg: 12.796405792236328	 smoothness 7.70881986618042	 sharpness 24.204607009887695
==> Epoch 1288/2000
==> Test
Train Loss 0.4841982424259186	 Train Accuracy (%): 82.54000091552734 	 Test Accuracy (%): 43.119998931884766	 gHg: 8.99740219116211	 smoothness 8.189129829406738	 sharpness 24.637617111206055
==> Epoch 1289/2000
==> Test
Train Loss 0.44303515553474426	 Train Accuracy (%): 84.33999633789062 	 Test Accuracy (%): 42.880001068115234	 gHg: 17.892745971679688	 smoothness 6.610560894012451	 sharpness 24.467540740966797
==> Epoch 1290/2000
==> Test
Train Loss 0.4335551857948303	 Train Accuracy (%): 84.77999877929688 	 Test Accuracy (%): 42.939998626708984	 gHg: 8.887104988098145	 smoothness 9.398011207580566	 sharpness 23.180713653564453
==> Epoch 1291/2000
==> Test
Train Loss 0.44009706377983093	 Train Accuracy (%): 83.83999633789062 	 Test Accuracy (%): 43.59000015258789	 gHg: 19.09457778930664	 smoothness 5.325279235839844	 sharpness 26.036623001098633
==> Epoch 1292/2000
==> Test
Train Loss 0.41262924671173096	 Train Accuracy (%): 85.31999969482422 	 Test Accuracy (%): 43.220001220703125	 gHg: 13.865514755249023	 smoothness 10.17867660522461	 sharpness 26.099071502685547
==> Epoch 1293/2000
==> Test
Train Loss 0.39070388674736023	 Train Accuracy (%): 86.27999877929688 	 Test Accuracy (%): 42.25	 gHg: 11.63295841217041	 smoothness 5.9106597900390625	 sharpness 26.7506046295166
==> Epoch 1294/2000
==> Test
Train Loss 0.4005087614059448	 Train Accuracy (%): 86.0999984741211 	 Test Accuracy (%): 42.7599983215332	 gHg: 16.540542602539062	 smoothness 10.479825019836426	 sharpness 22.87526512145996
==> Epoch 1295/2000
==> Test
Train Loss 0.3824618458747864	 Train Accuracy (%): 85.9800033569336 	 Test Accuracy (%): 43.529998779296875	 gHg: 13.134235382080078	 smoothness 6.501023769378662	 sharpness 25.64451026916504
==> Epoch 1296/2000
==> Test
Train Loss 0.39109012484550476	 Train Accuracy (%): 86.08000183105469 	 Test Accuracy (%): 43.86000061035156	 gHg: 30.734161376953125	 smoothness 9.890865325927734	 sharpness 24.87582778930664
==> Epoch 1297/2000
==> Test
Train Loss 0.3657655417919159	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 43.63999938964844	 gHg: 10.988842964172363	 smoothness 10.092019081115723	 sharpness 23.13825798034668
==> Epoch 1298/2000
==> Test
Train Loss 0.3524608016014099	 Train Accuracy (%): 87.19999694824219 	 Test Accuracy (%): 43.720001220703125	 gHg: 22.845335006713867	 smoothness 6.179893970489502	 sharpness 27.466442108154297
==> Epoch 1299/2000
==> Test
Train Loss 0.3610113859176636	 Train Accuracy (%): 86.9000015258789 	 Test Accuracy (%): 44.0099983215332	 gHg: 24.252134323120117	 smoothness 11.035852432250977	 sharpness 26.242454528808594
==> Epoch 1300/2000
==> Test
Train Loss 0.3412224054336548	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 43.540000915527344	 gHg: 14.773781776428223	 smoothness 8.684795379638672	 sharpness 25.81244468688965
==> Epoch 1301/2000
==> Test
Train Loss 0.35488638281822205	 Train Accuracy (%): 87.33999633789062 	 Test Accuracy (%): 43.54999923706055	 gHg: 22.520503997802734	 smoothness 9.156159400939941	 sharpness 25.322322845458984
==> Epoch 1302/2000
==> Test
Train Loss 0.3087233304977417	 Train Accuracy (%): 88.9000015258789 	 Test Accuracy (%): 43.90999984741211	 gHg: 7.0245041847229	 smoothness 8.1317720413208	 sharpness 25.191741943359375
==> Epoch 1303/2000
==> Test
Train Loss 0.32632964849472046	 Train Accuracy (%): 88.16000366210938 	 Test Accuracy (%): 43.93000030517578	 gHg: 22.259353637695312	 smoothness 9.519917488098145	 sharpness 23.049678802490234
==> Epoch 1304/2000
==> Test
Train Loss 0.32220780849456787	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 43.599998474121094	 gHg: 10.177162170410156	 smoothness 8.763018608093262	 sharpness 24.926528930664062
==> Epoch 1305/2000
==> Test
Train Loss 0.34758222103118896	 Train Accuracy (%): 87.5999984741211 	 Test Accuracy (%): 44.130001068115234	 gHg: 26.983848571777344	 smoothness 8.303140640258789	 sharpness 29.95260238647461
==> Epoch 1306/2000
==> Test
Train Loss 0.3100091218948364	 Train Accuracy (%): 88.9000015258789 	 Test Accuracy (%): 43.790000915527344	 gHg: 10.955242156982422	 smoothness 9.821898460388184	 sharpness 27.05278968811035
==> Epoch 1307/2000
==> Test
Train Loss 0.31137150526046753	 Train Accuracy (%): 88.80000305175781 	 Test Accuracy (%): 43.810001373291016	 gHg: 25.353845596313477	 smoothness 7.229992866516113	 sharpness 26.695066452026367
==> Epoch 1308/2000
==> Test
Train Loss 0.2935236096382141	 Train Accuracy (%): 89.87999725341797 	 Test Accuracy (%): 43.529998779296875	 gHg: 13.074329376220703	 smoothness 9.591158866882324	 sharpness 24.577280044555664
==> Epoch 1309/2000
==> Test
Train Loss 0.305453896522522	 Train Accuracy (%): 88.5199966430664 	 Test Accuracy (%): 44.06999969482422	 gHg: 23.27805519104004	 smoothness 9.12757682800293	 sharpness 27.082822799682617
==> Epoch 1310/2000
==> Test
Train Loss 0.3081776797771454	 Train Accuracy (%): 89.04000091552734 	 Test Accuracy (%): 43.5099983215332	 gHg: 10.513422012329102	 smoothness 9.183175086975098	 sharpness 25.6352596282959
==> Epoch 1311/2000
==> Test
Train Loss 0.29943981766700745	 Train Accuracy (%): 89.33999633789062 	 Test Accuracy (%): 42.81999969482422	 gHg: 23.61540985107422	 smoothness 6.845877647399902	 sharpness 26.663650512695312
==> Epoch 1312/2000
==> Test
Train Loss 0.2960081994533539	 Train Accuracy (%): 88.9800033569336 	 Test Accuracy (%): 42.689998626708984	 gHg: 14.203714370727539	 smoothness 10.801427841186523	 sharpness 28.386669158935547
==> Epoch 1313/2000
==> Test
Train Loss 0.28321197628974915	 Train Accuracy (%): 89.95999908447266 	 Test Accuracy (%): 43.439998626708984	 gHg: 16.2897891998291	 smoothness 7.003930568695068	 sharpness 29.908557891845703
==> Epoch 1314/2000
==> Test
Train Loss 0.29771482944488525	 Train Accuracy (%): 89.55999755859375 	 Test Accuracy (%): 43.849998474121094	 gHg: 12.081544876098633	 smoothness 8.680749893188477	 sharpness 27.794408798217773
==> Epoch 1315/2000
==> Test
Train Loss 0.270277738571167	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 43.88999938964844	 gHg: 11.355670928955078	 smoothness 8.407411575317383	 sharpness 25.90593910217285
==> Epoch 1316/2000
==> Test
Train Loss 0.27518436312675476	 Train Accuracy (%): 90.08000183105469 	 Test Accuracy (%): 43.79999923706055	 gHg: 23.455116271972656	 smoothness 8.47480583190918	 sharpness 26.273469924926758
==> Epoch 1317/2000
==> Test
Train Loss 0.27508413791656494	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.81999969482422	 gHg: 14.289970397949219	 smoothness 9.853927612304688	 sharpness 26.472980499267578
==> Epoch 1318/2000
==> Test
Train Loss 0.2868843078613281	 Train Accuracy (%): 89.55999755859375 	 Test Accuracy (%): 43.310001373291016	 gHg: 20.202651977539062	 smoothness 8.468005180358887	 sharpness 26.515302658081055
==> Epoch 1319/2000
==> Test
Train Loss 0.25734588503837585	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 43.400001525878906	 gHg: 10.083003997802734	 smoothness 9.961153984069824	 sharpness 25.499732971191406
==> Epoch 1320/2000
==> Test
Train Loss 0.27942320704460144	 Train Accuracy (%): 90.0199966430664 	 Test Accuracy (%): 43.77000045776367	 gHg: 19.356319427490234	 smoothness 6.546310901641846	 sharpness 24.317241668701172
==> Epoch 1321/2000
==> Test
Train Loss 0.25827956199645996	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 44.25	 gHg: 13.758462905883789	 smoothness 10.138688087463379	 sharpness 26.083660125732422
==> Epoch 1322/2000
==> Test
Train Loss 0.25932714343070984	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 43.66999816894531	 gHg: 17.286685943603516	 smoothness 8.235655784606934	 sharpness 27.909210205078125
==> Epoch 1323/2000
==> Test
Train Loss 0.2649522125720978	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 43.15999984741211	 gHg: 9.98682689666748	 smoothness 9.509425163269043	 sharpness 24.975631713867188
==> Epoch 1324/2000
==> Test
Train Loss 0.27417632937431335	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.52000045776367	 gHg: 20.700559616088867	 smoothness 7.051131248474121	 sharpness 28.31462860107422
==> Epoch 1325/2000
==> Test
Train Loss 0.2563413977622986	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 43.16999816894531	 gHg: 11.28713607788086	 smoothness 10.168906211853027	 sharpness 26.07991600036621
==> Epoch 1326/2000
==> Test
Train Loss 0.24752573668956757	 Train Accuracy (%): 91.12000274658203 	 Test Accuracy (%): 42.88999938964844	 gHg: 17.436803817749023	 smoothness 6.552364826202393	 sharpness 29.176868438720703
==> Epoch 1327/2000
==> Test
Train Loss 0.2781056761741638	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 43.310001373291016	 gHg: 16.465621948242188	 smoothness 9.8377046585083	 sharpness 26.57774543762207
==> Epoch 1328/2000
==> Test
Train Loss 0.26538002490997314	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 44.06999969482422	 gHg: 19.029781341552734	 smoothness 7.854245662689209	 sharpness 25.849628448486328
==> Epoch 1329/2000
==> Test
Train Loss 0.2672429084777832	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 44.33000183105469	 gHg: 19.083919525146484	 smoothness 10.397348403930664	 sharpness 26.08204460144043
==> Epoch 1330/2000
==> Test
Train Loss 0.2644597887992859	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 43.75	 gHg: 22.98296356201172	 smoothness 8.547209739685059	 sharpness 26.13626480102539
==> Epoch 1331/2000
==> Test
Train Loss 0.26896077394485474	 Train Accuracy (%): 89.94000244140625 	 Test Accuracy (%): 43.650001525878906	 gHg: 22.15077781677246	 smoothness 9.033588409423828	 sharpness 25.537708282470703
==> Epoch 1332/2000
==> Test
Train Loss 0.2600974440574646	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 43.7400016784668	 gHg: 24.511821746826172	 smoothness 9.87858772277832	 sharpness 24.649341583251953
==> Epoch 1333/2000
==> Test
Train Loss 0.26548442244529724	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 43.400001525878906	 gHg: 15.561807632446289	 smoothness 8.014690399169922	 sharpness 27.605758666992188
==> Epoch 1334/2000
==> Test
Train Loss 0.2496619075536728	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 43.060001373291016	 gHg: 27.177282333374023	 smoothness 10.285862922668457	 sharpness 29.453292846679688
==> Epoch 1335/2000
==> Test
Train Loss 0.2503986954689026	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.22999954223633	 gHg: 13.429239273071289	 smoothness 8.489370346069336	 sharpness 26.985082626342773
==> Epoch 1336/2000
==> Test
Train Loss 0.2643260359764099	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 43.33000183105469	 gHg: 17.486276626586914	 smoothness 8.8607816696167	 sharpness 27.407251358032227
==> Epoch 1337/2000
==> Test
Train Loss 0.2416967749595642	 Train Accuracy (%): 91.5199966430664 	 Test Accuracy (%): 43.02000045776367	 gHg: 12.367620468139648	 smoothness 8.364460945129395	 sharpness 25.721391677856445
==> Epoch 1338/2000
==> Test
Train Loss 0.2356167435646057	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.31999969482422	 gHg: 15.898258209228516	 smoothness 9.45518684387207	 sharpness 26.625656127929688
==> Epoch 1339/2000
==> Test
Train Loss 0.2532716691493988	 Train Accuracy (%): 90.91999816894531 	 Test Accuracy (%): 43.369998931884766	 gHg: 14.76911735534668	 smoothness 8.686367988586426	 sharpness 26.64792251586914
==> Epoch 1340/2000
==> Test
Train Loss 0.24744650721549988	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 43.11000061035156	 gHg: 18.004257202148438	 smoothness 8.46618938446045	 sharpness 25.496543884277344
==> Epoch 1341/2000
==> Test
Train Loss 0.2421046942472458	 Train Accuracy (%): 91.4000015258789 	 Test Accuracy (%): 43.279998779296875	 gHg: 23.720474243164062	 smoothness 11.176974296569824	 sharpness 26.26741600036621
==> Epoch 1342/2000
==> Test
Train Loss 0.23188288509845734	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 43.15999984741211	 gHg: 13.88140869140625	 smoothness 9.606685638427734	 sharpness 27.216768264770508
==> Epoch 1343/2000
==> Test
Train Loss 0.24234336614608765	 Train Accuracy (%): 91.26000213623047 	 Test Accuracy (%): 42.9900016784668	 gHg: 20.580307006835938	 smoothness 9.149347305297852	 sharpness 25.817716598510742
==> Epoch 1344/2000
==> Test
Train Loss 0.22717341780662537	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.13999938964844	 gHg: 10.955548286437988	 smoothness 10.808731079101562	 sharpness 25.62804412841797
==> Epoch 1345/2000
==> Test
Train Loss 0.23514015972614288	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.41999816894531	 gHg: 13.543825149536133	 smoothness 6.748174667358398	 sharpness 23.96588897705078
==> Epoch 1346/2000
==> Test
Train Loss 0.24446319043636322	 Train Accuracy (%): 91.66000366210938 	 Test Accuracy (%): 43.400001525878906	 gHg: 18.605159759521484	 smoothness 11.196040153503418	 sharpness 27.456981658935547
==> Epoch 1347/2000
==> Test
Train Loss 0.209861621260643	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.619998931884766	 gHg: 5.885532379150391	 smoothness 8.045815467834473	 sharpness 24.114791870117188
==> Epoch 1348/2000
==> Test
Train Loss 0.22820395231246948	 Train Accuracy (%): 91.9000015258789 	 Test Accuracy (%): 43.52000045776367	 gHg: 17.69023895263672	 smoothness 9.039668083190918	 sharpness 27.335472106933594
==> Epoch 1349/2000
==> Test
Train Loss 0.22575463354587555	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.86000061035156	 gHg: 14.576996803283691	 smoothness 9.71830940246582	 sharpness 26.431665420532227
==> Epoch 1350/2000
==> Test
Train Loss 0.22706428170204163	 Train Accuracy (%): 92.08000183105469 	 Test Accuracy (%): 43.83000183105469	 gHg: 14.784097671508789	 smoothness 8.337037086486816	 sharpness 24.692453384399414
==> Epoch 1351/2000
==> Test
Train Loss 0.2165783941745758	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.88999938964844	 gHg: 15.491966247558594	 smoothness 9.362935066223145	 sharpness 26.055889129638672
==> Epoch 1352/2000
==> Test
Train Loss 0.2173350602388382	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 43.68000030517578	 gHg: 17.150474548339844	 smoothness 8.802682876586914	 sharpness 27.746131896972656
==> Epoch 1353/2000
==> Test
Train Loss 0.22898848354816437	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 43.63999938964844	 gHg: 13.806995391845703	 smoothness 10.964733123779297	 sharpness 24.83863639831543
==> Epoch 1354/2000
==> Test
Train Loss 0.21963872015476227	 Train Accuracy (%): 92.44000244140625 	 Test Accuracy (%): 43.650001525878906	 gHg: 17.404205322265625	 smoothness 6.587380886077881	 sharpness 26.439132690429688
==> Epoch 1355/2000
==> Test
Train Loss 0.23421576619148254	 Train Accuracy (%): 91.81999969482422 	 Test Accuracy (%): 43.66999816894531	 gHg: 34.84403991699219	 smoothness 12.913290977478027	 sharpness 28.74582862854004
==> Epoch 1356/2000
==> Test
Train Loss 0.2131866216659546	 Train Accuracy (%): 92.73999786376953 	 Test Accuracy (%): 43.810001373291016	 gHg: 11.306723594665527	 smoothness 10.641912460327148	 sharpness 25.486507415771484
==> Epoch 1357/2000
==> Test
Train Loss 0.2218274474143982	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 43.97999954223633	 gHg: 16.240764617919922	 smoothness 8.238564491271973	 sharpness 29.154083251953125
==> Epoch 1358/2000
==> Test
Train Loss 0.22203584015369415	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 44.04999923706055	 gHg: 14.837395668029785	 smoothness 9.377443313598633	 sharpness 26.61867904663086
==> Epoch 1359/2000
==> Test
Train Loss 0.22555771470069885	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 43.75	 gHg: 14.82101821899414	 smoothness 8.47681999206543	 sharpness 29.113422393798828
==> Epoch 1360/2000
==> Test
Train Loss 0.20209459960460663	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.650001525878906	 gHg: 14.654899597167969	 smoothness 10.262650489807129	 sharpness 29.254756927490234
==> Epoch 1361/2000
==> Test
Train Loss 0.2239137887954712	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 44.0	 gHg: 13.024953842163086	 smoothness 7.690234184265137	 sharpness 27.680721282958984
==> Epoch 1362/2000
==> Test
Train Loss 0.21661534905433655	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.5	 gHg: 19.717357635498047	 smoothness 9.03265380859375	 sharpness 26.14590072631836
==> Epoch 1363/2000
==> Test
Train Loss 0.21374844014644623	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 43.02000045776367	 gHg: 19.465112686157227	 smoothness 10.119924545288086	 sharpness 27.578941345214844
==> Epoch 1364/2000
==> Test
Train Loss 0.23235273361206055	 Train Accuracy (%): 91.80000305175781 	 Test Accuracy (%): 43.38999938964844	 gHg: 35.78688430786133	 smoothness 10.399678230285645	 sharpness 31.684030532836914
==> Epoch 1365/2000
==> Test
Train Loss 0.2209397703409195	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 43.970001220703125	 gHg: 31.115474700927734	 smoothness 11.926315307617188	 sharpness 33.39769744873047
==> Epoch 1366/2000
==> Test
Train Loss 0.22844821214675903	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 43.86000061035156	 gHg: 9.1192045211792	 smoothness 9.871560096740723	 sharpness 26.618446350097656
==> Epoch 1367/2000
==> Test
Train Loss 0.22797079384326935	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 44.31999969482422	 gHg: 27.71411895751953	 smoothness 6.783937931060791	 sharpness 27.5684814453125
==> Epoch 1368/2000
==> Test
Train Loss 0.20997926592826843	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 44.06999969482422	 gHg: 16.226198196411133	 smoothness 11.981353759765625	 sharpness 24.118797302246094
==> Epoch 1369/2000
==> Test
Train Loss 0.21900112926959991	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 44.27000045776367	 gHg: 22.97964859008789	 smoothness 8.646092414855957	 sharpness 32.50033187866211
==> Epoch 1370/2000
==> Test
Train Loss 0.2063072770833969	 Train Accuracy (%): 92.83999633789062 	 Test Accuracy (%): 43.779998779296875	 gHg: 8.472562789916992	 smoothness 10.404220581054688	 sharpness 26.894805908203125
==> Epoch 1371/2000
==> Test
Train Loss 0.21643859148025513	 Train Accuracy (%): 92.16000366210938 	 Test Accuracy (%): 44.15999984741211	 gHg: 20.16437339782715	 smoothness 6.416720867156982	 sharpness 30.05243682861328
==> Epoch 1372/2000
==> Test
Train Loss 0.20056936144828796	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 44.029998779296875	 gHg: 14.909211158752441	 smoothness 11.66472053527832	 sharpness 25.16689682006836
==> Epoch 1373/2000
==> Test
Train Loss 0.22736819088459015	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.84000015258789	 gHg: 15.590471267700195	 smoothness 6.998962879180908	 sharpness 26.53489875793457
==> Epoch 1374/2000
==> Test
Train Loss 0.21967260539531708	 Train Accuracy (%): 92.62000274658203 	 Test Accuracy (%): 44.060001373291016	 gHg: 17.257190704345703	 smoothness 9.74990177154541	 sharpness 28.416234970092773
==> Epoch 1375/2000
==> Test
Train Loss 0.21403709053993225	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 44.0	 gHg: 11.362144470214844	 smoothness 8.308710098266602	 sharpness 29.160097122192383
==> Epoch 1376/2000
==> Test
Train Loss 0.20282118022441864	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 43.970001220703125	 gHg: 17.21710968017578	 smoothness 8.08806324005127	 sharpness 27.444438934326172
==> Epoch 1377/2000
==> Test
Train Loss 0.19594240188598633	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 43.91999816894531	 gHg: 10.362289428710938	 smoothness 10.002426147460938	 sharpness 24.442424774169922
==> Epoch 1378/2000
==> Test
Train Loss 0.20523369312286377	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.7599983215332	 gHg: 11.488771438598633	 smoothness 6.947460651397705	 sharpness 25.848115921020508
==> Epoch 1379/2000
==> Test
Train Loss 0.21955542266368866	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.79999923706055	 gHg: 28.197490692138672	 smoothness 10.19647216796875	 sharpness 27.997268676757812
==> Epoch 1380/2000
==> Test
Train Loss 0.20944592356681824	 Train Accuracy (%): 92.23999786376953 	 Test Accuracy (%): 43.59000015258789	 gHg: 15.891314506530762	 smoothness 10.683775901794434	 sharpness 27.017417907714844
==> Epoch 1381/2000
==> Test
Train Loss 0.1999216228723526	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.86000061035156	 gHg: 15.046801567077637	 smoothness 8.57017993927002	 sharpness 23.9657039642334
==> Epoch 1382/2000
==> Test
Train Loss 0.20517301559448242	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.630001068115234	 gHg: 18.289182662963867	 smoothness 9.864622116088867	 sharpness 27.602005004882812
==> Epoch 1383/2000
==> Test
Train Loss 0.21047721803188324	 Train Accuracy (%): 92.0 	 Test Accuracy (%): 43.65999984741211	 gHg: 16.874359130859375	 smoothness 8.951278686523438	 sharpness 29.416889190673828
==> Epoch 1384/2000
==> Test
Train Loss 0.21240872144699097	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 44.130001068115234	 gHg: 16.34821319580078	 smoothness 8.898436546325684	 sharpness 25.562450408935547
==> Epoch 1385/2000
==> Test
Train Loss 0.21780727803707123	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.83000183105469	 gHg: 19.845840454101562	 smoothness 9.841218948364258	 sharpness 29.49371337890625
==> Epoch 1386/2000
==> Test
Train Loss 0.19782090187072754	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.4900016784668	 gHg: 8.0457124710083	 smoothness 9.382044792175293	 sharpness 27.58664321899414
==> Epoch 1387/2000
==> Test
Train Loss 0.2106768786907196	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 43.970001220703125	 gHg: 11.697938919067383	 smoothness 7.312859058380127	 sharpness 25.730281829833984
==> Epoch 1388/2000
==> Test
Train Loss 0.20361602306365967	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 43.900001525878906	 gHg: 10.475536346435547	 smoothness 7.98295259475708	 sharpness 29.123672485351562
==> Epoch 1389/2000
==> Test
Train Loss 0.19107477366924286	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.65999984741211	 gHg: 12.100990295410156	 smoothness 7.710299491882324	 sharpness 27.282621383666992
==> Epoch 1390/2000
==> Test
Train Loss 0.22690801322460175	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 43.68000030517578	 gHg: 27.050113677978516	 smoothness 10.45546817779541	 sharpness 24.772579193115234
==> Epoch 1391/2000
==> Test
Train Loss 0.2055906057357788	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 43.93000030517578	 gHg: 16.70614242553711	 smoothness 10.170584678649902	 sharpness 27.29875373840332
==> Epoch 1392/2000
==> Test
Train Loss 0.20766662061214447	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 44.040000915527344	 gHg: 15.417304992675781	 smoothness 9.095720291137695	 sharpness 26.978591918945312
==> Epoch 1393/2000
==> Test
Train Loss 0.19409343600273132	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.599998474121094	 gHg: 9.49665355682373	 smoothness 7.596346855163574	 sharpness 24.9455509185791
==> Epoch 1394/2000
==> Test
Train Loss 0.21199126541614532	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 44.0	 gHg: 28.381925582885742	 smoothness 9.625946998596191	 sharpness 26.906219482421875
==> Epoch 1395/2000
==> Test
Train Loss 0.20408232510089874	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 44.040000915527344	 gHg: 14.265277862548828	 smoothness 9.830062866210938	 sharpness 27.266260147094727
==> Epoch 1396/2000
==> Test
Train Loss 0.20659887790679932	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.61000061035156	 gHg: 23.82816505432129	 smoothness 9.231569290161133	 sharpness 26.98696517944336
==> Epoch 1397/2000
==> Test
Train Loss 0.21516752243041992	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 43.040000915527344	 gHg: 9.230071067810059	 smoothness 9.5661039352417	 sharpness 27.603321075439453
==> Epoch 1398/2000
==> Test
Train Loss 0.21402378380298615	 Train Accuracy (%): 92.08000183105469 	 Test Accuracy (%): 43.880001068115234	 gHg: 23.486392974853516	 smoothness 7.7431416511535645	 sharpness 27.93585777282715
==> Epoch 1399/2000
==> Test
Train Loss 0.20542621612548828	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 43.790000915527344	 gHg: 11.722929000854492	 smoothness 9.699479103088379	 sharpness 25.835548400878906
==> Epoch 1400/2000
==> Test
Train Loss 0.19750754535198212	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.369998931884766	 gHg: 15.843652725219727	 smoothness 8.736239433288574	 sharpness 26.45787239074707
==> Epoch 1401/2000
==> Test
Train Loss 0.20411990582942963	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 42.72999954223633	 gHg: 11.770528793334961	 smoothness 7.286846160888672	 sharpness 28.102252960205078
==> Epoch 1402/2000
==> Test
Train Loss 0.21099255979061127	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.529998779296875	 gHg: 30.509639739990234	 smoothness 9.520877838134766	 sharpness 31.312602996826172
==> Epoch 1403/2000
==> Test
Train Loss 0.20254991948604584	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.31999969482422	 gHg: 15.764944076538086	 smoothness 10.910211563110352	 sharpness 25.710508346557617
==> Epoch 1404/2000
==> Test
Train Loss 0.20186956226825714	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 43.40999984741211	 gHg: 17.261709213256836	 smoothness 9.041145324707031	 sharpness 26.732603073120117
==> Epoch 1405/2000
==> Test
Train Loss 0.21634003520011902	 Train Accuracy (%): 92.22000122070312 	 Test Accuracy (%): 43.5099983215332	 gHg: 14.759814262390137	 smoothness 8.916471481323242	 sharpness 28.110610961914062
==> Epoch 1406/2000
==> Test
Train Loss 0.20295146107673645	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.560001373291016	 gHg: 12.741926193237305	 smoothness 9.944253921508789	 sharpness 28.198713302612305
==> Epoch 1407/2000
==> Test
Train Loss 0.20050473511219025	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.41999816894531	 gHg: 14.175167083740234	 smoothness 6.622772693634033	 sharpness 27.087751388549805
==> Epoch 1408/2000
==> Test
Train Loss 0.19440868496894836	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.630001068115234	 gHg: 14.08794116973877	 smoothness 10.873586654663086	 sharpness 27.44785499572754
==> Epoch 1409/2000
==> Test
Train Loss 0.2097885012626648	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 43.95000076293945	 gHg: 19.405580520629883	 smoothness 7.881926536560059	 sharpness 31.240827560424805
==> Epoch 1410/2000
==> Test
Train Loss 0.18615801632404327	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.459999084472656	 gHg: 8.635416984558105	 smoothness 10.378592491149902	 sharpness 25.157800674438477
==> Epoch 1411/2000
==> Test
Train Loss 0.20720483362674713	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 43.18000030517578	 gHg: 19.89177131652832	 smoothness 5.478982925415039	 sharpness 27.25960922241211
==> Epoch 1412/2000
==> Test
Train Loss 0.18374133110046387	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.41999816894531	 gHg: 15.54314136505127	 smoothness 11.159782409667969	 sharpness 26.197002410888672
==> Epoch 1413/2000
==> Test
Train Loss 0.19960694015026093	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 43.52000045776367	 gHg: 17.270689010620117	 smoothness 7.602231502532959	 sharpness 28.28314208984375
==> Epoch 1414/2000
==> Test
Train Loss 0.2033839076757431	 Train Accuracy (%): 92.62000274658203 	 Test Accuracy (%): 43.529998779296875	 gHg: 36.239105224609375	 smoothness 10.718174934387207	 sharpness 31.090145111083984
==> Epoch 1415/2000
==> Test
Train Loss 0.20043787360191345	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.849998474121094	 gHg: 25.405811309814453	 smoothness 11.976556777954102	 sharpness 25.799184799194336
==> Epoch 1416/2000
==> Test
Train Loss 0.19547589123249054	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 44.08000183105469	 gHg: 13.579187393188477	 smoothness 7.924725532531738	 sharpness 29.187150955200195
==> Epoch 1417/2000
==> Test
Train Loss 0.20157508552074432	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.130001068115234	 gHg: 17.38404655456543	 smoothness 10.043524742126465	 sharpness 27.868824005126953
==> Epoch 1418/2000
==> Test
Train Loss 0.19720600545406342	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.630001068115234	 gHg: 14.166624069213867	 smoothness 7.5923566818237305	 sharpness 28.495643615722656
==> Epoch 1419/2000
==> Test
Train Loss 0.1944705992937088	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.75	 gHg: 18.293807983398438	 smoothness 10.366299629211426	 sharpness 28.18057632446289
==> Epoch 1420/2000
==> Test
Train Loss 0.2072858214378357	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.41999816894531	 gHg: 30.353727340698242	 smoothness 7.395073890686035	 sharpness 31.24431610107422
==> Epoch 1421/2000
==> Test
Train Loss 0.21222177147865295	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 43.61000061035156	 gHg: 33.67430114746094	 smoothness 11.833503723144531	 sharpness 29.115461349487305
==> Epoch 1422/2000
==> Test
Train Loss 0.20185218751430511	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 43.619998931884766	 gHg: 20.397624969482422	 smoothness 9.697470664978027	 sharpness 25.676820755004883
==> Epoch 1423/2000
==> Test
Train Loss 0.20051813125610352	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 43.45000076293945	 gHg: 25.080490112304688	 smoothness 9.364297866821289	 sharpness 26.474578857421875
==> Epoch 1424/2000
==> Test
Train Loss 0.23261423408985138	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 43.349998474121094	 gHg: 49.550254821777344	 smoothness 9.614771842956543	 sharpness 35.72739791870117
==> Epoch 1425/2000
==> Test
Train Loss 0.2042510062456131	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.439998626708984	 gHg: 21.914817810058594	 smoothness 11.466811180114746	 sharpness 27.162012100219727
==> Epoch 1426/2000
==> Test
Train Loss 0.1927521824836731	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.29999923706055	 gHg: 18.046669006347656	 smoothness 7.924148082733154	 sharpness 26.403945922851562
==> Epoch 1427/2000
==> Test
Train Loss 0.1876857876777649	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.47999954223633	 gHg: 19.657136917114258	 smoothness 9.732803344726562	 sharpness 28.797441482543945
==> Epoch 1428/2000
==> Test
Train Loss 0.19422142207622528	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.369998931884766	 gHg: 12.311058044433594	 smoothness 8.937226295471191	 sharpness 26.543258666992188
==> Epoch 1429/2000
==> Test
Train Loss 0.20732448995113373	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.810001373291016	 gHg: 13.764108657836914	 smoothness 8.612449645996094	 sharpness 25.769977569580078
==> Epoch 1430/2000
==> Test
Train Loss 0.17237749695777893	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.15999984741211	 gHg: 7.712759971618652	 smoothness 8.784643173217773	 sharpness 25.15233612060547
==> Epoch 1431/2000
==> Test
Train Loss 0.20669983327388763	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.27000045776367	 gHg: 15.489572525024414	 smoothness 6.47150182723999	 sharpness 26.786941528320312
==> Epoch 1432/2000
==> Test
Train Loss 0.20092856884002686	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 43.459999084472656	 gHg: 23.61096954345703	 smoothness 11.052369117736816	 sharpness 27.49688148498535
==> Epoch 1433/2000
==> Test
Train Loss 0.1782129555940628	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 42.869998931884766	 gHg: 9.157835006713867	 smoothness 7.804020881652832	 sharpness 25.822629928588867
==> Epoch 1434/2000
==> Test
Train Loss 0.2160535603761673	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.13999938964844	 gHg: 57.438209533691406	 smoothness 12.4414644241333	 sharpness 31.52399253845215
==> Epoch 1435/2000
==> Test
Train Loss 0.20218613743782043	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 43.11000061035156	 gHg: 22.431472778320312	 smoothness 12.383262634277344	 sharpness 29.913921356201172
==> Epoch 1436/2000
==> Test
Train Loss 0.20022113621234894	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.11000061035156	 gHg: 19.99376106262207	 smoothness 7.15829610824585	 sharpness 29.318281173706055
==> Epoch 1437/2000
==> Test
Train Loss 0.1906798630952835	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 42.810001373291016	 gHg: 20.72928237915039	 smoothness 10.767924308776855	 sharpness 27.465116500854492
==> Epoch 1438/2000
==> Test
Train Loss 0.19014787673950195	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.40999984741211	 gHg: 19.411022186279297	 smoothness 8.629413604736328	 sharpness 26.56808853149414
==> Epoch 1439/2000
==> Test
Train Loss 0.20967598259449005	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.880001068115234	 gHg: 37.00559616088867	 smoothness 9.53271770477295	 sharpness 28.51093101501465
==> Epoch 1440/2000
==> Test
Train Loss 0.19821332395076752	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.119998931884766	 gHg: 20.227354049682617	 smoothness 10.85798454284668	 sharpness 33.476341247558594
==> Epoch 1441/2000
==> Test
Train Loss 0.1988736391067505	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.720001220703125	 gHg: 30.47134017944336	 smoothness 7.669562339782715	 sharpness 29.584556579589844
==> Epoch 1442/2000
==> Test
Train Loss 0.20002210140228271	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.400001525878906	 gHg: 31.138545989990234	 smoothness 11.968990325927734	 sharpness 28.3770694732666
==> Epoch 1443/2000
==> Test
Train Loss 0.20493608713150024	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.209999084472656	 gHg: 18.6329345703125	 smoothness 7.717076301574707	 sharpness 27.897890090942383
==> Epoch 1444/2000
==> Test
Train Loss 0.19709821045398712	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.09000015258789	 gHg: 23.86064338684082	 smoothness 10.702247619628906	 sharpness 26.695960998535156
==> Epoch 1445/2000
==> Test
Train Loss 0.20087388157844543	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 43.349998474121094	 gHg: 19.63760757446289	 smoothness 8.414615631103516	 sharpness 28.006977081298828
==> Epoch 1446/2000
==> Test
Train Loss 0.19519715011119843	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.68000030517578	 gHg: 27.412633895874023	 smoothness 8.851025581359863	 sharpness 29.906856536865234
==> Epoch 1447/2000
==> Test
Train Loss 0.21686887741088867	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.56999969482422	 gHg: 37.88327407836914	 smoothness 10.17844009399414	 sharpness 29.331315994262695
==> Epoch 1448/2000
==> Test
Train Loss 0.20444311201572418	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 43.439998626708984	 gHg: 31.072628021240234	 smoothness 11.557815551757812	 sharpness 29.080276489257812
==> Epoch 1449/2000
==> Test
Train Loss 0.1854255646467209	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 42.91999816894531	 gHg: 30.899930953979492	 smoothness 8.732025146484375	 sharpness 31.144243240356445
==> Epoch 1450/2000
==> Test
Train Loss 0.2031572461128235	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.349998474121094	 gHg: 37.73912811279297	 smoothness 12.588943481445312	 sharpness 32.88390350341797
==> Epoch 1451/2000
==> Test
Train Loss 0.19140131771564484	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.31999969482422	 gHg: 14.231937408447266	 smoothness 7.92655086517334	 sharpness 23.87891387939453
==> Epoch 1452/2000
==> Test
Train Loss 0.19605103135108948	 Train Accuracy (%): 92.83999633789062 	 Test Accuracy (%): 43.36000061035156	 gHg: 39.25608825683594	 smoothness 10.644051551818848	 sharpness 33.479312896728516
==> Epoch 1453/2000
==> Test
Train Loss 0.18472261726856232	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 43.47999954223633	 gHg: 17.85881805419922	 smoothness 11.060113906860352	 sharpness 27.921762466430664
==> Epoch 1454/2000
==> Test
Train Loss 0.19594666361808777	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 43.529998779296875	 gHg: 23.658117294311523	 smoothness 8.126274108886719	 sharpness 28.978679656982422
==> Epoch 1455/2000
==> Test
Train Loss 0.1904963254928589	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.400001525878906	 gHg: 21.026369094848633	 smoothness 10.188704490661621	 sharpness 26.164125442504883
==> Epoch 1456/2000
==> Test
Train Loss 0.1878780871629715	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.209999084472656	 gHg: 8.212085723876953	 smoothness 8.702413558959961	 sharpness 23.94028663635254
==> Epoch 1457/2000
==> Test
Train Loss 0.19158360362052917	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.650001525878906	 gHg: 30.248592376708984	 smoothness 8.69178581237793	 sharpness 27.21769905090332
==> Epoch 1458/2000
==> Test
Train Loss 0.1823912411928177	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 43.33000183105469	 gHg: 15.341463088989258	 smoothness 11.544049263000488	 sharpness 25.43937110900879
==> Epoch 1459/2000
==> Test
Train Loss 0.1945381909608841	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.689998626708984	 gHg: 24.30445098876953	 smoothness 6.2712178230285645	 sharpness 28.318288803100586
==> Epoch 1460/2000
==> Test
Train Loss 0.18960440158843994	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.70000076293945	 gHg: 32.350833892822266	 smoothness 13.178628921508789	 sharpness 28.310943603515625
==> Epoch 1461/2000
==> Test
Train Loss 0.18218782544136047	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.88999938964844	 gHg: 12.924790382385254	 smoothness 8.464689254760742	 sharpness 25.434337615966797
==> Epoch 1462/2000
==> Test
Train Loss 0.2243909239768982	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.97999954223633	 gHg: 39.05535125732422	 smoothness 9.602834701538086	 sharpness 28.62158203125
==> Epoch 1463/2000
==> Test
Train Loss 0.1824936717748642	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.61000061035156	 gHg: 15.82222843170166	 smoothness 10.623897552490234	 sharpness 28.04840850830078
==> Epoch 1464/2000
==> Test
Train Loss 0.21004480123519897	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.9900016784668	 gHg: 49.079063415527344	 smoothness 8.93163776397705	 sharpness 31.134685516357422
==> Epoch 1465/2000
==> Test
Train Loss 0.18757449090480804	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.790000915527344	 gHg: 24.573707580566406	 smoothness 12.424152374267578	 sharpness 27.05138397216797
==> Epoch 1466/2000
==> Test
Train Loss 0.17941024899482727	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.459999084472656	 gHg: 17.604196548461914	 smoothness 5.844360828399658	 sharpness 24.70162582397461
==> Epoch 1467/2000
==> Test
Train Loss 0.19353319704532623	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.5099983215332	 gHg: 39.77845764160156	 smoothness 13.141802787780762	 sharpness 28.889278411865234
==> Epoch 1468/2000
==> Test
Train Loss 0.19790180027484894	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 42.849998474121094	 gHg: 17.94239044189453	 smoothness 9.620878219604492	 sharpness 26.951894760131836
==> Epoch 1469/2000
==> Test
Train Loss 0.19670452177524567	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 43.27000045776367	 gHg: 32.72528839111328	 smoothness 8.762487411499023	 sharpness 27.241405487060547
==> Epoch 1470/2000
==> Test
Train Loss 0.18408706784248352	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.0	 gHg: 17.371660232543945	 smoothness 11.480813026428223	 sharpness 29.91710090637207
==> Epoch 1471/2000
==> Test
Train Loss 0.1940387636423111	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 42.9900016784668	 gHg: 29.206783294677734	 smoothness 7.179516792297363	 sharpness 30.323904037475586
==> Epoch 1472/2000
==> Test
Train Loss 0.19674956798553467	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 43.630001068115234	 gHg: 54.02375030517578	 smoothness 13.59511947631836	 sharpness 35.74653244018555
==> Epoch 1473/2000
==> Test
Train Loss 0.19066275656223297	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.2400016784668	 gHg: 18.26214027404785	 smoothness 10.21728515625	 sharpness 28.08965492248535
==> Epoch 1474/2000
==> Test
Train Loss 0.1907045990228653	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 43.13999938964844	 gHg: 32.406105041503906	 smoothness 9.112085342407227	 sharpness 34.52784729003906
==> Epoch 1475/2000
==> Test
Train Loss 0.17568889260292053	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.290000915527344	 gHg: 20.95079803466797	 smoothness 10.23719310760498	 sharpness 29.057130813598633
==> Epoch 1476/2000
==> Test
Train Loss 0.20379525423049927	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.400001525878906	 gHg: 30.98668670654297	 smoothness 8.627950668334961	 sharpness 29.59090805053711
==> Epoch 1477/2000
==> Test
Train Loss 0.19772014021873474	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.310001373291016	 gHg: 36.31728744506836	 smoothness 12.045967102050781	 sharpness 30.420907974243164
==> Epoch 1478/2000
==> Test
Train Loss 0.18286088109016418	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.56999969482422	 gHg: 13.64402961730957	 smoothness 9.1405668258667	 sharpness 26.49847984313965
==> Epoch 1479/2000
==> Test
Train Loss 0.18352583050727844	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 43.86000061035156	 gHg: 26.331287384033203	 smoothness 9.171476364135742	 sharpness 29.872629165649414
==> Epoch 1480/2000
==> Test
Train Loss 0.19158703088760376	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.709999084472656	 gHg: 19.83138084411621	 smoothness 11.65310001373291	 sharpness 27.897926330566406
==> Epoch 1481/2000
==> Test
Train Loss 0.17447583377361298	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.290000915527344	 gHg: 13.864410400390625	 smoothness 8.048070907592773	 sharpness 26.782785415649414
==> Epoch 1482/2000
==> Test
Train Loss 0.19173835217952728	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.849998474121094	 gHg: 31.217510223388672	 smoothness 9.158607482910156	 sharpness 29.772319793701172
==> Epoch 1483/2000
==> Test
Train Loss 0.17633499205112457	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.7400016784668	 gHg: 17.235397338867188	 smoothness 11.511573791503906	 sharpness 24.87595558166504
==> Epoch 1484/2000
==> Test
Train Loss 0.18303637206554413	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.689998626708984	 gHg: 21.112380981445312	 smoothness 8.088020324707031	 sharpness 29.68423843383789
==> Epoch 1485/2000
==> Test
Train Loss 0.18511338531970978	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.5099983215332	 gHg: 11.674835205078125	 smoothness 9.972312927246094	 sharpness 26.06947135925293
==> Epoch 1486/2000
==> Test
Train Loss 0.18074564635753632	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.709999084472656	 gHg: 16.05246353149414	 smoothness 7.174027919769287	 sharpness 26.69197654724121
==> Epoch 1487/2000
==> Test
Train Loss 0.18022894859313965	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.709999084472656	 gHg: 13.601960182189941	 smoothness 10.26540470123291	 sharpness 26.263736724853516
==> Epoch 1488/2000
==> Test
Train Loss 0.18905510008335114	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.06999969482422	 gHg: 27.16832733154297	 smoothness 7.075345039367676	 sharpness 31.27640151977539
==> Epoch 1489/2000
==> Test
Train Loss 0.18598975241184235	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.52000045776367	 gHg: 33.85503387451172	 smoothness 13.02112865447998	 sharpness 29.11484146118164
==> Epoch 1490/2000
==> Test
Train Loss 0.17640580236911774	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.119998931884766	 gHg: 15.310884475708008	 smoothness 9.373184204101562	 sharpness 26.61591339111328
==> Epoch 1491/2000
==> Test
Train Loss 0.19223417341709137	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.0099983215332	 gHg: 25.33013153076172	 smoothness 8.53325366973877	 sharpness 28.795568466186523
==> Epoch 1492/2000
==> Test
Train Loss 0.19607789814472198	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 43.2599983215332	 gHg: 41.31195068359375	 smoothness 10.278746604919434	 sharpness 30.60929298400879
==> Epoch 1493/2000
==> Test
Train Loss 0.19861283898353577	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.040000915527344	 gHg: 37.428043365478516	 smoothness 11.090682029724121	 sharpness 31.25421142578125
==> Epoch 1494/2000
==> Test
Train Loss 0.18977652490139008	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.04999923706055	 gHg: 40.25436019897461	 smoothness 9.64665699005127	 sharpness 30.645526885986328
==> Epoch 1495/2000
==> Test
Train Loss 0.20022207498550415	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 43.25	 gHg: 32.52250671386719	 smoothness 11.563697814941406	 sharpness 28.857004165649414
==> Epoch 1496/2000
==> Test
Train Loss 0.18536919355392456	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.709999084472656	 gHg: 23.70258331298828	 smoothness 7.504410743713379	 sharpness 26.78167724609375
==> Epoch 1497/2000
==> Test
Train Loss 0.19848351180553436	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.439998626708984	 gHg: 35.23209762573242	 smoothness 11.765556335449219	 sharpness 28.046802520751953
==> Epoch 1498/2000
==> Test
Train Loss 0.1806439310312271	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 42.849998474121094	 gHg: 7.552824974060059	 smoothness 8.747899055480957	 sharpness 26.1635684967041
==> Epoch 1499/2000
==> Test
Train Loss 0.18521694839000702	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.029998779296875	 gHg: 36.380428314208984	 smoothness 8.012423515319824	 sharpness 34.18517303466797
==> Epoch 1500/2000
==> Test
Train Loss 0.18542563915252686	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.720001220703125	 gHg: 25.46295928955078	 smoothness 11.633108139038086	 sharpness 33.023094177246094
==> Epoch 1501/2000
==> Test
Train Loss 0.19376251101493835	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.70000076293945	 gHg: 13.584680557250977	 smoothness 9.984235763549805	 sharpness 24.738754272460938
==> Epoch 1502/2000
==> Test
Train Loss 0.171976238489151	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.310001373291016	 gHg: 9.886568069458008	 smoothness 7.466341972351074	 sharpness 25.638078689575195
==> Epoch 1503/2000
==> Test
Train Loss 0.17515480518341064	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 42.83000183105469	 gHg: 13.189118385314941	 smoothness 9.815381050109863	 sharpness 26.33310890197754
==> Epoch 1504/2000
==> Test
Train Loss 0.1942017525434494	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.220001220703125	 gHg: 13.530587196350098	 smoothness 9.186845779418945	 sharpness 28.839418411254883
==> Epoch 1505/2000
==> Test
Train Loss 0.1941172182559967	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.630001068115234	 gHg: 15.435102462768555	 smoothness 8.765054702758789	 sharpness 26.85111427307129
==> Epoch 1506/2000
==> Test
Train Loss 0.16457189619541168	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.599998474121094	 gHg: 9.021553039550781	 smoothness 10.786330223083496	 sharpness 27.294206619262695
==> Epoch 1507/2000
==> Test
Train Loss 0.19513405859470367	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 44.349998474121094	 gHg: 11.287452697753906	 smoothness 6.117132186889648	 sharpness 27.66161346435547
==> Epoch 1508/2000
==> Test
Train Loss 0.179680734872818	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 43.83000183105469	 gHg: 15.764491081237793	 smoothness 9.450952529907227	 sharpness 29.51648712158203
==> Epoch 1509/2000
==> Test
Train Loss 0.16666264832019806	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.29999923706055	 gHg: 5.447293281555176	 smoothness 9.378133773803711	 sharpness 27.95284652709961
==> Epoch 1510/2000
==> Test
Train Loss 0.18114757537841797	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.43000030517578	 gHg: 11.630102157592773	 smoothness 7.404660701751709	 sharpness 28.406545639038086
==> Epoch 1511/2000
==> Test
Train Loss 0.1709287166595459	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.33000183105469	 gHg: 8.589120864868164	 smoothness 7.498570442199707	 sharpness 25.934955596923828
==> Epoch 1512/2000
==> Test
Train Loss 0.1742451936006546	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.650001525878906	 gHg: 13.880748748779297	 smoothness 9.561261177062988	 sharpness 26.67622947692871
==> Epoch 1513/2000
==> Test
Train Loss 0.18478266894817352	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.58000183105469	 gHg: 18.141042709350586	 smoothness 10.15518856048584	 sharpness 28.23933982849121
==> Epoch 1514/2000
==> Test
Train Loss 0.1752919852733612	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.61000061035156	 gHg: 7.732747554779053	 smoothness 9.131112098693848	 sharpness 27.81937026977539
==> Epoch 1515/2000
==> Test
Train Loss 0.1685977727174759	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.68000030517578	 gHg: 9.136319160461426	 smoothness 7.9992594718933105	 sharpness 27.319364547729492
==> Epoch 1516/2000
==> Test
Train Loss 0.18679751455783844	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.88999938964844	 gHg: 14.09449577331543	 smoothness 9.769172668457031	 sharpness 29.809669494628906
==> Epoch 1517/2000
==> Test
Train Loss 0.1725465953350067	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 44.11000061035156	 gHg: 11.85745620727539	 smoothness 10.494111061096191	 sharpness 29.02045249938965
==> Epoch 1518/2000
==> Test
Train Loss 0.17879824340343475	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.7400016784668	 gHg: 8.009398460388184	 smoothness 7.551589012145996	 sharpness 27.939950942993164
==> Epoch 1519/2000
==> Test
Train Loss 0.1738303005695343	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 43.97999954223633	 gHg: 19.956539154052734	 smoothness 9.513615608215332	 sharpness 28.656494140625
==> Epoch 1520/2000
==> Test
Train Loss 0.16762176156044006	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.689998626708984	 gHg: 7.545933246612549	 smoothness 9.939140319824219	 sharpness 24.964326858520508
==> Epoch 1521/2000
==> Test
Train Loss 0.17979368567466736	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.720001220703125	 gHg: 19.469074249267578	 smoothness 7.06453275680542	 sharpness 28.830402374267578
==> Epoch 1522/2000
==> Test
Train Loss 0.18245632946491241	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.47999954223633	 gHg: 11.262351989746094	 smoothness 10.502753257751465	 sharpness 26.380413055419922
==> Epoch 1523/2000
==> Test
Train Loss 0.185498908162117	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.65999984741211	 gHg: 28.28572654724121	 smoothness 7.583990573883057	 sharpness 30.860328674316406
==> Epoch 1524/2000
==> Test
Train Loss 0.17525769770145416	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.91999816894531	 gHg: 38.50640106201172	 smoothness 13.062153816223145	 sharpness 30.66756248474121
==> Epoch 1525/2000
==> Test
Train Loss 0.17814812064170837	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.59000015258789	 gHg: 19.35637092590332	 smoothness 10.101863861083984	 sharpness 28.892831802368164
==> Epoch 1526/2000
==> Test
Train Loss 0.18218600749969482	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.41999816894531	 gHg: 27.142581939697266	 smoothness 10.502961158752441	 sharpness 30.254383087158203
==> Epoch 1527/2000
==> Test
Train Loss 0.1865665763616562	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.15999984741211	 gHg: 17.582157135009766	 smoothness 9.273397445678711	 sharpness 28.339702606201172
==> Epoch 1528/2000
==> Test
Train Loss 0.16910594701766968	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 43.119998931884766	 gHg: 18.49312973022461	 smoothness 9.770014762878418	 sharpness 28.93060874938965
==> Epoch 1529/2000
==> Test
Train Loss 0.17021866142749786	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.220001220703125	 gHg: 13.186036109924316	 smoothness 8.33475112915039	 sharpness 27.24692153930664
==> Epoch 1530/2000
==> Test
Train Loss 0.18254971504211426	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.5	 gHg: 29.097869873046875	 smoothness 9.282769203186035	 sharpness 30.118396759033203
==> Epoch 1531/2000
==> Test
Train Loss 0.17924991250038147	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.689998626708984	 gHg: 26.60198402404785	 smoothness 11.833471298217773	 sharpness 30.664461135864258
==> Epoch 1532/2000
==> Test
Train Loss 0.18904583156108856	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.59000015258789	 gHg: 19.449426651000977	 smoothness 9.203984260559082	 sharpness 28.546871185302734
==> Epoch 1533/2000
==> Test
Train Loss 0.19020922482013702	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 43.880001068115234	 gHg: 17.864665985107422	 smoothness 8.429577827453613	 sharpness 26.20342254638672
==> Epoch 1534/2000
==> Test
Train Loss 0.17760571837425232	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.5	 gHg: 16.798086166381836	 smoothness 9.872786521911621	 sharpness 26.50702667236328
==> Epoch 1535/2000
==> Test
Train Loss 0.18603798747062683	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 43.06999969482422	 gHg: 27.70005226135254	 smoothness 8.027423858642578	 sharpness 29.921520233154297
==> Epoch 1536/2000
==> Test
Train Loss 0.18949028849601746	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.099998474121094	 gHg: 29.63771629333496	 smoothness 11.037615776062012	 sharpness 29.691341400146484
==> Epoch 1537/2000
==> Test
Train Loss 0.17238998413085938	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.310001373291016	 gHg: 17.930070877075195	 smoothness 8.782294273376465	 sharpness 26.517946243286133
==> Epoch 1538/2000
==> Test
Train Loss 0.1828448325395584	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.77000045776367	 gHg: 28.99236297607422	 smoothness 9.742168426513672	 sharpness 30.485519409179688
==> Epoch 1539/2000
==> Test
Train Loss 0.18228748440742493	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.790000915527344	 gHg: 21.49163055419922	 smoothness 8.283772468566895	 sharpness 26.38395881652832
==> Epoch 1540/2000
==> Test
Train Loss 0.18145817518234253	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 43.7400016784668	 gHg: 27.47281265258789	 smoothness 10.003111839294434	 sharpness 30.110517501831055
==> Epoch 1541/2000
==> Test
Train Loss 0.18881285190582275	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 43.790000915527344	 gHg: 41.432281494140625	 smoothness 8.264461517333984	 sharpness 29.069046020507812
==> Epoch 1542/2000
==> Test
Train Loss 0.20325593650341034	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.81999969482422	 gHg: 46.16868209838867	 smoothness 13.586657524108887	 sharpness 28.81920623779297
==> Epoch 1543/2000
==> Test
Train Loss 0.1742483526468277	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.33000183105469	 gHg: 13.455476760864258	 smoothness 8.482897758483887	 sharpness 27.766538619995117
==> Epoch 1544/2000
==> Test
Train Loss 0.20574919879436493	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.380001068115234	 gHg: 40.57769012451172	 smoothness 9.590977668762207	 sharpness 27.11610984802246
==> Epoch 1545/2000
==> Test
Train Loss 0.18617147207260132	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 43.279998779296875	 gHg: 15.824861526489258	 smoothness 9.308073997497559	 sharpness 27.980749130249023
==> Epoch 1546/2000
==> Test
Train Loss 0.1926330029964447	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.2599983215332	 gHg: 38.59649658203125	 smoothness 10.97617244720459	 sharpness 26.627416610717773
==> Epoch 1547/2000
==> Test
Train Loss 0.1970677226781845	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.16999816894531	 gHg: 24.831071853637695	 smoothness 10.903862953186035	 sharpness 29.2008113861084
==> Epoch 1548/2000
==> Test
Train Loss 0.19189000129699707	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.13999938964844	 gHg: 18.875490188598633	 smoothness 8.927833557128906	 sharpness 26.099185943603516
==> Epoch 1549/2000
==> Test
Train Loss 0.1818305104970932	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.279998779296875	 gHg: 35.50861358642578	 smoothness 9.388718605041504	 sharpness 31.243867874145508
==> Epoch 1550/2000
==> Test
Train Loss 0.18811151385307312	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.349998474121094	 gHg: 27.88926124572754	 smoothness 11.467216491699219	 sharpness 30.214332580566406
==> Epoch 1551/2000
==> Test
Train Loss 0.18818862736225128	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.59000015258789	 gHg: 30.996421813964844	 smoothness 9.417348861694336	 sharpness 28.350244522094727
==> Epoch 1552/2000
==> Test
Train Loss 0.16762158274650574	 Train Accuracy (%): 94.76000213623047 	 Test Accuracy (%): 43.81999969482422	 gHg: 13.699749946594238	 smoothness 10.302040100097656	 sharpness 26.81332778930664
==> Epoch 1553/2000
==> Test
Train Loss 0.18469585478305817	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 43.650001525878906	 gHg: 33.67405700683594	 smoothness 7.35249662399292	 sharpness 31.722583770751953
==> Epoch 1554/2000
==> Test
Train Loss 0.17119470238685608	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.25	 gHg: 18.095401763916016	 smoothness 10.7793550491333	 sharpness 26.58640480041504
==> Epoch 1555/2000
==> Test
Train Loss 0.19062888622283936	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.279998779296875	 gHg: 33.78321838378906	 smoothness 7.114900588989258	 sharpness 34.16429138183594
==> Epoch 1556/2000
==> Test
Train Loss 0.2115633338689804	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 44.0	 gHg: 47.815887451171875	 smoothness 12.908918380737305	 sharpness 29.921785354614258
==> Epoch 1557/2000
==> Test
Train Loss 0.16176274418830872	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 44.0099983215332	 gHg: 10.460742950439453	 smoothness 9.760481834411621	 sharpness 27.194677352905273
==> Epoch 1558/2000
==> Test
Train Loss 0.19861991703510284	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 44.119998931884766	 gHg: 42.56249237060547	 smoothness 7.8561859130859375	 sharpness 31.111799240112305
==> Epoch 1559/2000
==> Test
Train Loss 0.1743965744972229	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 43.779998779296875	 gHg: 13.343328475952148	 smoothness 10.873604774475098	 sharpness 27.499441146850586
==> Epoch 1560/2000
==> Test
Train Loss 0.2081637978553772	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 42.970001220703125	 gHg: 43.427154541015625	 smoothness 5.394596576690674	 sharpness 30.424943923950195
==> Epoch 1561/2000
==> Test
Train Loss 0.20345185697078705	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 42.790000915527344	 gHg: 73.3939208984375	 smoothness 13.826244354248047	 sharpness 53.75065994262695
==> Epoch 1562/2000
==> Test
Train Loss 0.18157239258289337	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.189998626708984	 gHg: 16.568645477294922	 smoothness 9.074795722961426	 sharpness 26.551067352294922
==> Epoch 1563/2000
==> Test
Train Loss 0.2030802071094513	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.63999938964844	 gHg: 45.19563674926758	 smoothness 8.906432151794434	 sharpness 31.36888885498047
==> Epoch 1564/2000
==> Test
Train Loss 0.17817838490009308	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.959999084472656	 gHg: 17.08599853515625	 smoothness 11.142013549804688	 sharpness 27.599609375
==> Epoch 1565/2000
==> Test
Train Loss 0.17925003170967102	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.79999923706055	 gHg: 20.751379013061523	 smoothness 5.899325847625732	 sharpness 27.64301109313965
==> Epoch 1566/2000
==> Test
Train Loss 0.23015163838863373	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 44.290000915527344	 gHg: 69.45354461669922	 smoothness 15.345552444458008	 sharpness 31.746557235717773
==> Epoch 1567/2000
==> Test
Train Loss 0.17676973342895508	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.83000183105469	 gHg: 17.140066146850586	 smoothness 11.225375175476074	 sharpness 29.149234771728516
==> Epoch 1568/2000
==> Test
Train Loss 0.19012828171253204	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.16999816894531	 gHg: 38.84074020385742	 smoothness 6.430521488189697	 sharpness 30.24016571044922
==> Epoch 1569/2000
==> Test
Train Loss 0.19388502836227417	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 44.0099983215332	 gHg: 34.38188171386719	 smoothness 13.157910346984863	 sharpness 26.619338989257812
==> Epoch 1570/2000
==> Test
Train Loss 0.18300972878932953	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.66999816894531	 gHg: 19.21297836303711	 smoothness 7.631371974945068	 sharpness 27.78957176208496
==> Epoch 1571/2000
==> Test
Train Loss 0.16387422382831573	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.47999954223633	 gHg: 18.142810821533203	 smoothness 11.148368835449219	 sharpness 28.5745849609375
==> Epoch 1572/2000
==> Test
Train Loss 0.18092134594917297	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.56999969482422	 gHg: 20.88152313232422	 smoothness 7.810544967651367	 sharpness 31.46744155883789
==> Epoch 1573/2000
==> Test
Train Loss 0.18693807721138	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.31999969482422	 gHg: 25.41141128540039	 smoothness 8.891465187072754	 sharpness 28.661531448364258
==> Epoch 1574/2000
==> Test
Train Loss 0.1813739389181137	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 43.04999923706055	 gHg: 25.363239288330078	 smoothness 10.504058837890625	 sharpness 30.239879608154297
==> Epoch 1575/2000
==> Test
Train Loss 0.18701398372650146	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.56999969482422	 gHg: 23.4815673828125	 smoothness 7.757740497589111	 sharpness 28.943805694580078
==> Epoch 1576/2000
==> Test
Train Loss 0.21040363609790802	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 44.02000045776367	 gHg: 38.18498229980469	 smoothness 9.937893867492676	 sharpness 29.82505226135254
==> Epoch 1577/2000
==> Test
Train Loss 0.19205108284950256	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.310001373291016	 gHg: 32.22021484375	 smoothness 10.178363800048828	 sharpness 29.92789077758789
==> Epoch 1578/2000
==> Test
Train Loss 0.18779006600379944	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.040000915527344	 gHg: 18.816001892089844	 smoothness 9.437013626098633	 sharpness 26.973955154418945
==> Epoch 1579/2000
==> Test
Train Loss 0.1881180852651596	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.16999816894531	 gHg: 41.57545471191406	 smoothness 7.586256980895996	 sharpness 32.673004150390625
==> Epoch 1580/2000
==> Test
Train Loss 0.2015334814786911	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 43.2400016784668	 gHg: 26.3243408203125	 smoothness 10.421672821044922	 sharpness 27.9129581451416
==> Epoch 1581/2000
==> Test
Train Loss 0.16930578649044037	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.11000061035156	 gHg: 20.376264572143555	 smoothness 8.837987899780273	 sharpness 27.885927200317383
==> Epoch 1582/2000
==> Test
Train Loss 0.20770007371902466	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.40999984741211	 gHg: 33.146636962890625	 smoothness 9.042640686035156	 sharpness 27.70274543762207
==> Epoch 1583/2000
==> Test
Train Loss 0.18965879082679749	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.63999938964844	 gHg: 26.887361526489258	 smoothness 10.63686752319336	 sharpness 28.431013107299805
==> Epoch 1584/2000
==> Test
Train Loss 0.18169015645980835	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.720001220703125	 gHg: 15.701949119567871	 smoothness 8.908262252807617	 sharpness 25.885066986083984
==> Epoch 1585/2000
==> Test
Train Loss 0.1834920346736908	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.560001373291016	 gHg: 26.027095794677734	 smoothness 8.718771934509277	 sharpness 30.445337295532227
==> Epoch 1586/2000
==> Test
Train Loss 0.1719048023223877	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.31999969482422	 gHg: 14.990663528442383	 smoothness 9.760588645935059	 sharpness 27.30961036682129
==> Epoch 1587/2000
==> Test
Train Loss 0.1890338957309723	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.86000061035156	 gHg: 27.417783737182617	 smoothness 7.70928430557251	 sharpness 26.81793785095215
==> Epoch 1588/2000
==> Test
Train Loss 0.17067398130893707	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.31999969482422	 gHg: 15.342302322387695	 smoothness 10.922467231750488	 sharpness 27.435161590576172
==> Epoch 1589/2000
==> Test
Train Loss 0.194371297955513	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.369998931884766	 gHg: 29.152816772460938	 smoothness 5.937592029571533	 sharpness 27.373130798339844
==> Epoch 1590/2000
==> Test
Train Loss 0.16966475546360016	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.189998626708984	 gHg: 19.573257446289062	 smoothness 11.069100379943848	 sharpness 27.661376953125
==> Epoch 1591/2000
==> Test
Train Loss 0.18889020383358002	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 42.91999816894531	 gHg: 32.49596405029297	 smoothness 8.22979736328125	 sharpness 30.544912338256836
==> Epoch 1592/2000
==> Test
Train Loss 0.19186770915985107	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.22999954223633	 gHg: 44.461029052734375	 smoothness 11.318350791931152	 sharpness 37.203582763671875
==> Epoch 1593/2000
==> Test
Train Loss 0.17925089597702026	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.54999923706055	 gHg: 27.60369873046875	 smoothness 10.714245796203613	 sharpness 32.06589126586914
==> Epoch 1594/2000
==> Test
Train Loss 0.18596993386745453	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.779998779296875	 gHg: 20.981224060058594	 smoothness 8.093019485473633	 sharpness 26.98948097229004
==> Epoch 1595/2000
==> Test
Train Loss 0.16460250318050385	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 44.02000045776367	 gHg: 16.215442657470703	 smoothness 9.451739311218262	 sharpness 27.905094146728516
==> Epoch 1596/2000
==> Test
Train Loss 0.19328588247299194	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 44.13999938964844	 gHg: 25.241741180419922	 smoothness 7.104442119598389	 sharpness 28.314603805541992
==> Epoch 1597/2000
==> Test
Train Loss 0.1769391894340515	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.72999954223633	 gHg: 15.602556228637695	 smoothness 10.444497108459473	 sharpness 25.798601150512695
==> Epoch 1598/2000
==> Test
Train Loss 0.18396347761154175	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.25	 gHg: 17.594900131225586	 smoothness 7.809161186218262	 sharpness 27.37493324279785
==> Epoch 1599/2000
==> Test
Train Loss 0.16943204402923584	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.349998474121094	 gHg: 19.21678352355957	 smoothness 8.922184944152832	 sharpness 27.187150955200195
==> Epoch 1600/2000
==> Test
Train Loss 0.1972644329071045	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 43.75	 gHg: 29.494632720947266	 smoothness 10.537405014038086	 sharpness 33.378929138183594
==> Epoch 1601/2000
==> Test
Train Loss 0.17252075672149658	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.439998626708984	 gHg: 13.679693222045898	 smoothness 9.213668823242188	 sharpness 27.36823844909668
==> Epoch 1602/2000
==> Test
Train Loss 0.18342149257659912	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.56999969482422	 gHg: 25.85426902770996	 smoothness 8.409923553466797	 sharpness 31.027545928955078
==> Epoch 1603/2000
==> Test
Train Loss 0.1548878252506256	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.84000015258789	 gHg: 17.70691680908203	 smoothness 9.484769821166992	 sharpness 26.896642684936523
==> Epoch 1604/2000
==> Test
Train Loss 0.17106503248214722	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.5	 gHg: 15.869327545166016	 smoothness 9.575536727905273	 sharpness 30.672096252441406
==> Epoch 1605/2000
==> Test
Train Loss 0.17656981945037842	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.369998931884766	 gHg: 34.00639343261719	 smoothness 8.531055450439453	 sharpness 38.318538665771484
==> Epoch 1606/2000
==> Test
Train Loss 0.17150390148162842	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.310001373291016	 gHg: 13.522541046142578	 smoothness 10.111323356628418	 sharpness 25.635173797607422
==> Epoch 1607/2000
==> Test
Train Loss 0.18710152804851532	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.290000915527344	 gHg: 25.601457595825195	 smoothness 6.86798620223999	 sharpness 29.477373123168945
==> Epoch 1608/2000
==> Test
Train Loss 0.15862514078617096	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.27000045776367	 gHg: 9.903249740600586	 smoothness 10.374626159667969	 sharpness 30.461105346679688
==> Epoch 1609/2000
==> Test
Train Loss 0.191690132021904	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 43.52000045776367	 gHg: 34.07196807861328	 smoothness 4.8823981285095215	 sharpness 28.900012969970703
==> Epoch 1610/2000
==> Test
Train Loss 0.16585490107536316	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.90999984741211	 gHg: 20.907485961914062	 smoothness 12.409710884094238	 sharpness 25.473445892333984
==> Epoch 1611/2000
==> Test
Train Loss 0.1736731380224228	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.08000183105469	 gHg: 20.339086532592773	 smoothness 6.171936988830566	 sharpness 29.07298469543457
==> Epoch 1612/2000
==> Test
Train Loss 0.1941826194524765	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 44.150001525878906	 gHg: 39.615753173828125	 smoothness 12.558646202087402	 sharpness 29.553756713867188
==> Epoch 1613/2000
==> Test
Train Loss 0.17100432515144348	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.380001068115234	 gHg: 12.949931144714355	 smoothness 8.659323692321777	 sharpness 27.41083335876465
==> Epoch 1614/2000
==> Test
Train Loss 0.16373567283153534	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.63999938964844	 gHg: 24.726539611816406	 smoothness 10.256918907165527	 sharpness 25.807132720947266
==> Epoch 1615/2000
==> Test
Train Loss 0.1718604415655136	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.25	 gHg: 15.72800064086914	 smoothness 7.812400817871094	 sharpness 25.412517547607422
==> Epoch 1616/2000
==> Test
Train Loss 0.18555258214473724	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.189998626708984	 gHg: 42.392391204833984	 smoothness 10.496557235717773	 sharpness 31.366247177124023
==> Epoch 1617/2000
==> Test
Train Loss 0.17246364057064056	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.40999984741211	 gHg: 27.729530334472656	 smoothness 10.01992416381836	 sharpness 29.76043701171875
==> Epoch 1618/2000
==> Test
Train Loss 0.17868109047412872	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 43.400001525878906	 gHg: 30.674562454223633	 smoothness 10.186280250549316	 sharpness 28.199268341064453
==> Epoch 1619/2000
==> Test
Train Loss 0.17947733402252197	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.709999084472656	 gHg: 26.414630889892578	 smoothness 8.233186721801758	 sharpness 28.02845001220703
==> Epoch 1620/2000
==> Test
Train Loss 0.17298753559589386	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.13999938964844	 gHg: 21.407522201538086	 smoothness 9.571845054626465	 sharpness 26.95132064819336
==> Epoch 1621/2000
==> Test
Train Loss 0.18862442672252655	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 42.5099983215332	 gHg: 38.4884147644043	 smoothness 8.49219799041748	 sharpness 30.824995040893555
==> Epoch 1622/2000
==> Test
Train Loss 0.1963399350643158	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.08000183105469	 gHg: 38.84931945800781	 smoothness 11.833770751953125	 sharpness 29.455904006958008
==> Epoch 1623/2000
==> Test
Train Loss 0.17398935556411743	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.11000061035156	 gHg: 28.696992874145508	 smoothness 8.586017608642578	 sharpness 29.929258346557617
==> Epoch 1624/2000
==> Test
Train Loss 0.19618773460388184	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.04999923706055	 gHg: 66.25153350830078	 smoothness 12.219079971313477	 sharpness 35.470619201660156
==> Epoch 1625/2000
==> Test
Train Loss 0.1775064915418625	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.31999969482422	 gHg: 31.776622772216797	 smoothness 10.868938446044922	 sharpness 29.884340286254883
==> Epoch 1626/2000
==> Test
Train Loss 0.18764913082122803	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.529998779296875	 gHg: 41.18709945678711	 smoothness 9.106226921081543	 sharpness 30.224069595336914
==> Epoch 1627/2000
==> Test
Train Loss 0.18056732416152954	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.650001525878906	 gHg: 35.740596771240234	 smoothness 10.084924697875977	 sharpness 32.199424743652344
==> Epoch 1628/2000
==> Test
Train Loss 0.18600352108478546	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.349998474121094	 gHg: 35.662899017333984	 smoothness 9.125569343566895	 sharpness 28.835655212402344
==> Epoch 1629/2000
==> Test
Train Loss 0.19473634660243988	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.869998931884766	 gHg: 42.928585052490234	 smoothness 10.48825454711914	 sharpness 29.63261604309082
==> Epoch 1630/2000
==> Test
Train Loss 0.1743960827589035	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 44.099998474121094	 gHg: 27.33203887939453	 smoothness 10.449763298034668	 sharpness 28.652894973754883
==> Epoch 1631/2000
==> Test
Train Loss 0.17038726806640625	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.58000183105469	 gHg: 16.393266677856445	 smoothness 7.922621726989746	 sharpness 26.224105834960938
==> Epoch 1632/2000
==> Test
Train Loss 0.19044284522533417	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.58000183105469	 gHg: 38.51213836669922	 smoothness 10.394868850708008	 sharpness 29.836427688598633
==> Epoch 1633/2000
==> Test
Train Loss 0.17480263113975525	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.630001068115234	 gHg: 9.6166353225708	 smoothness 9.625558853149414	 sharpness 25.951780319213867
==> Epoch 1634/2000
==> Test
Train Loss 0.1860848218202591	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.470001220703125	 gHg: 31.33897590637207	 smoothness 6.014513969421387	 sharpness 31.974157333374023
==> Epoch 1635/2000
==> Test
Train Loss 0.16837841272354126	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.400001525878906	 gHg: 15.002223014831543	 smoothness 11.360030174255371	 sharpness 25.803491592407227
==> Epoch 1636/2000
==> Test
Train Loss 0.1820141077041626	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.27000045776367	 gHg: 26.913707733154297	 smoothness 5.450113773345947	 sharpness 30.18393325805664
==> Epoch 1637/2000
==> Test
Train Loss 0.1885768473148346	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.29999923706055	 gHg: 31.65917205810547	 smoothness 12.04171085357666	 sharpness 30.330324172973633
==> Epoch 1638/2000
==> Test
Train Loss 0.17309878766536713	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.130001068115234	 gHg: 16.541608810424805	 smoothness 8.605775833129883	 sharpness 29.447982788085938
==> Epoch 1639/2000
==> Test
Train Loss 0.18048135936260223	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 43.43000030517578	 gHg: 27.101165771484375	 smoothness 9.32612419128418	 sharpness 28.269725799560547
==> Epoch 1640/2000
==> Test
Train Loss 0.1792025864124298	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.43000030517578	 gHg: 19.429872512817383	 smoothness 9.57945442199707	 sharpness 29.859651565551758
==> Epoch 1641/2000
==> Test
Train Loss 0.18695494532585144	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.83000183105469	 gHg: 44.39576721191406	 smoothness 7.515920639038086	 sharpness 31.171113967895508
==> Epoch 1642/2000
==> Test
Train Loss 0.1886155903339386	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 43.529998779296875	 gHg: 29.73088836669922	 smoothness 13.056130409240723	 sharpness 29.269380569458008
==> Epoch 1643/2000
==> Test
Train Loss 0.18621541559696198	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.41999816894531	 gHg: 24.545324325561523	 smoothness 8.566786766052246	 sharpness 30.14679718017578
==> Epoch 1644/2000
==> Test
Train Loss 0.1755649298429489	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.130001068115234	 gHg: 33.297767639160156	 smoothness 9.890318870544434	 sharpness 33.30476760864258
==> Epoch 1645/2000
==> Test
Train Loss 0.17110757529735565	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 42.400001525878906	 gHg: 16.953758239746094	 smoothness 9.425885200500488	 sharpness 29.730350494384766
==> Epoch 1646/2000
==> Test
Train Loss 0.18076352775096893	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.22999954223633	 gHg: 22.524471282958984	 smoothness 8.032975196838379	 sharpness 26.769672393798828
==> Epoch 1647/2000
==> Test
Train Loss 0.16761931777000427	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.13999938964844	 gHg: 18.227222442626953	 smoothness 9.323383331298828	 sharpness 25.208980560302734
==> Epoch 1648/2000
==> Test
Train Loss 0.19003967940807343	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.7400016784668	 gHg: 41.43365478515625	 smoothness 8.731144905090332	 sharpness 33.03449630737305
==> Epoch 1649/2000
==> Test
Train Loss 0.18042677640914917	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.959999084472656	 gHg: 27.728511810302734	 smoothness 11.604666709899902	 sharpness 29.193103790283203
==> Epoch 1650/2000
==> Test
Train Loss 0.1754114329814911	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.36000061035156	 gHg: 33.23977279663086	 smoothness 8.56668758392334	 sharpness 33.33395767211914
==> Epoch 1651/2000
==> Test
Train Loss 0.19220590591430664	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 44.20000076293945	 gHg: 40.43352127075195	 smoothness 12.50590705871582	 sharpness 29.065858840942383
==> Epoch 1652/2000
==> Test
Train Loss 0.16149190068244934	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.83000183105469	 gHg: 9.87740421295166	 smoothness 8.462203025817871	 sharpness 31.761775970458984
==> Epoch 1653/2000
==> Test
Train Loss 0.19057297706604004	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.4900016784668	 gHg: 34.724212646484375	 smoothness 8.632804870605469	 sharpness 30.92484474182129
==> Epoch 1654/2000
==> Test
Train Loss 0.17329011857509613	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.68000030517578	 gHg: 25.64747428894043	 smoothness 9.725321769714355	 sharpness 28.991830825805664
==> Epoch 1655/2000
==> Test
Train Loss 0.17467272281646729	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 44.099998474121094	 gHg: 51.74705505371094	 smoothness 11.171255111694336	 sharpness 33.18075942993164
==> Epoch 1656/2000
==> Test
Train Loss 0.16309258341789246	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.810001373291016	 gHg: 22.20395851135254	 smoothness 10.993701934814453	 sharpness 28.972055435180664
==> Epoch 1657/2000
==> Test
Train Loss 0.1823875904083252	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.880001068115234	 gHg: 29.14883041381836	 smoothness 7.441601753234863	 sharpness 31.022850036621094
==> Epoch 1658/2000
==> Test
Train Loss 0.1666596382856369	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.540000915527344	 gHg: 20.42013168334961	 smoothness 11.882986068725586	 sharpness 28.417558670043945
==> Epoch 1659/2000
==> Test
Train Loss 0.1760193407535553	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 43.63999938964844	 gHg: 19.262248992919922	 smoothness 7.601729869842529	 sharpness 28.49567413330078
==> Epoch 1660/2000
==> Test
Train Loss 0.17044277489185333	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.84000015258789	 gHg: 23.48977279663086	 smoothness 11.096796989440918	 sharpness 28.483867645263672
==> Epoch 1661/2000
==> Test
Train Loss 0.15850934386253357	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.58000183105469	 gHg: 13.288104057312012	 smoothness 8.70980167388916	 sharpness 28.701047897338867
==> Epoch 1662/2000
==> Test
Train Loss 0.17294518649578094	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.650001525878906	 gHg: 26.525875091552734	 smoothness 9.722662925720215	 sharpness 27.84575080871582
==> Epoch 1663/2000
==> Test
Train Loss 0.15678362548351288	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.81999969482422	 gHg: 9.134882926940918	 smoothness 9.764820098876953	 sharpness 26.2299861907959
==> Epoch 1664/2000
==> Test
Train Loss 0.15970264375209808	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.52000045776367	 gHg: 20.40224266052246	 smoothness 8.135777473449707	 sharpness 29.809934616088867
==> Epoch 1665/2000
==> Test
Train Loss 0.18045419454574585	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.25	 gHg: 11.622775077819824	 smoothness 10.152729034423828	 sharpness 27.672496795654297
==> Epoch 1666/2000
==> Test
Train Loss 0.16724826395511627	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.220001220703125	 gHg: 14.999917984008789	 smoothness 6.940685749053955	 sharpness 28.7406005859375
==> Epoch 1667/2000
==> Test
Train Loss 0.17560222744941711	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.47999954223633	 gHg: 23.79289436340332	 smoothness 11.819202423095703	 sharpness 29.661733627319336
==> Epoch 1668/2000
==> Test
Train Loss 0.17442123591899872	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.11000061035156	 gHg: 22.632312774658203	 smoothness 9.500142097473145	 sharpness 29.137006759643555
==> Epoch 1669/2000
==> Test
Train Loss 0.1650078445672989	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 42.869998931884766	 gHg: 18.515514373779297	 smoothness 9.614224433898926	 sharpness 25.046876907348633
==> Epoch 1670/2000
==> Test
Train Loss 0.18532834947109222	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.52000045776367	 gHg: 27.455293655395508	 smoothness 9.31960391998291	 sharpness 31.86119842529297
==> Epoch 1671/2000
==> Test
Train Loss 0.1798112988471985	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 42.849998474121094	 gHg: 34.7013053894043	 smoothness 10.79005241394043	 sharpness 29.442108154296875
==> Epoch 1672/2000
==> Test
Train Loss 0.16657564043998718	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 42.59000015258789	 gHg: 41.214778900146484	 smoothness 10.909330368041992	 sharpness 35.82518768310547
==> Epoch 1673/2000
==> Test
Train Loss 0.17959728837013245	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.0	 gHg: 38.08907699584961	 smoothness 8.253247261047363	 sharpness 28.642488479614258
==> Epoch 1674/2000
==> Test
Train Loss 0.20169399678707123	 Train Accuracy (%): 92.73999786376953 	 Test Accuracy (%): 43.5	 gHg: 60.00861358642578	 smoothness 13.309979438781738	 sharpness 29.72820472717285
==> Epoch 1675/2000
==> Test
Train Loss 0.1581960767507553	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 42.90999984741211	 gHg: 10.632806777954102	 smoothness 9.112606048583984	 sharpness 25.975969314575195
==> Epoch 1676/2000
==> Test
Train Loss 0.17703254520893097	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.119998931884766	 gHg: 44.88917541503906	 smoothness 8.24781322479248	 sharpness 31.453189849853516
==> Epoch 1677/2000
==> Test
Train Loss 0.17187462747097015	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.36000061035156	 gHg: 14.844329833984375	 smoothness 10.885207176208496	 sharpness 27.96466064453125
==> Epoch 1678/2000
==> Test
Train Loss 0.190913587808609	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 42.959999084472656	 gHg: 41.66391372680664	 smoothness 6.997779369354248	 sharpness 28.842079162597656
==> Epoch 1679/2000
==> Test
Train Loss 0.18217438459396362	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.15999984741211	 gHg: 27.290924072265625	 smoothness 12.311262130737305	 sharpness 32.08485412597656
==> Epoch 1680/2000
==> Test
Train Loss 0.18199138343334198	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.63999938964844	 gHg: 20.791805267333984	 smoothness 6.481612205505371	 sharpness 28.92652702331543
==> Epoch 1681/2000
==> Test
Train Loss 0.1882157027721405	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.72999954223633	 gHg: 48.85712432861328	 smoothness 11.487756729125977	 sharpness 33.45148468017578
==> Epoch 1682/2000
==> Test
Train Loss 0.18392717838287354	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.95000076293945	 gHg: 24.762401580810547	 smoothness 10.428824424743652	 sharpness 28.668306350708008
==> Epoch 1683/2000
==> Test
Train Loss 0.20201289653778076	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.560001373291016	 gHg: 47.86874008178711	 smoothness 8.691819190979004	 sharpness 31.584712982177734
==> Epoch 1684/2000
==> Test
Train Loss 0.19592295587062836	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.52000045776367	 gHg: 49.00635528564453	 smoothness 12.759696960449219	 sharpness 29.557573318481445
==> Epoch 1685/2000
==> Test
Train Loss 0.16554364562034607	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 43.099998474121094	 gHg: 16.111642837524414	 smoothness 8.49259090423584	 sharpness 26.975744247436523
==> Epoch 1686/2000
==> Test
Train Loss 0.19958871603012085	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 42.959999084472656	 gHg: 52.08122253417969	 smoothness 10.93387508392334	 sharpness 31.810840606689453
==> Epoch 1687/2000
==> Test
Train Loss 0.18080130219459534	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 42.86000061035156	 gHg: 27.960540771484375	 smoothness 10.460722923278809	 sharpness 28.56808090209961
==> Epoch 1688/2000
==> Test
Train Loss 0.1562177538871765	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.40999984741211	 gHg: 33.08953857421875	 smoothness 8.13182544708252	 sharpness 28.764034271240234
==> Epoch 1689/2000
==> Test
Train Loss 0.18942232429981232	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 42.900001525878906	 gHg: 43.886138916015625	 smoothness 11.58625602722168	 sharpness 29.152034759521484
==> Epoch 1690/2000
==> Test
Train Loss 0.1856224089860916	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.40999984741211	 gHg: 21.815425872802734	 smoothness 10.450146675109863	 sharpness 25.51709747314453
==> Epoch 1691/2000
==> Test
Train Loss 0.17522075772285461	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.7400016784668	 gHg: 37.03055191040039	 smoothness 8.151679992675781	 sharpness 36.15177917480469
==> Epoch 1692/2000
==> Test
Train Loss 0.16453109681606293	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.529998779296875	 gHg: 15.918078422546387	 smoothness 10.420206069946289	 sharpness 25.384191513061523
==> Epoch 1693/2000
==> Test
Train Loss 0.1861005574464798	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 43.09000015258789	 gHg: 55.436614990234375	 smoothness 7.223484992980957	 sharpness 33.90748977661133
==> Epoch 1694/2000
==> Test
Train Loss 0.18024815618991852	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.20000076293945	 gHg: 43.445640563964844	 smoothness 14.166634559631348	 sharpness 28.929668426513672
==> Epoch 1695/2000
==> Test
Train Loss 0.1746080070734024	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.25	 gHg: 23.585567474365234	 smoothness 6.508744239807129	 sharpness 26.29867172241211
==> Epoch 1696/2000
==> Test
Train Loss 0.19774173200130463	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.459999084472656	 gHg: 56.938507080078125	 smoothness 13.762633323669434	 sharpness 32.08183670043945
==> Epoch 1697/2000
==> Test
Train Loss 0.17082923650741577	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 42.58000183105469	 gHg: 16.43716812133789	 smoothness 8.650861740112305	 sharpness 27.288408279418945
==> Epoch 1698/2000
==> Test
Train Loss 0.17713451385498047	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.08000183105469	 gHg: 46.80107879638672	 smoothness 11.825162887573242	 sharpness 31.827524185180664
==> Epoch 1699/2000
==> Test
Train Loss 0.16253231465816498	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 42.72999954223633	 gHg: 13.479248046875	 smoothness 8.724003791809082	 sharpness 26.84726333618164
==> Epoch 1700/2000
==> Test
Train Loss 0.1919424831867218	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 42.43000030517578	 gHg: 69.29081726074219	 smoothness 10.95468521118164	 sharpness 31.224477767944336
==> Epoch 1701/2000
==> Test
Train Loss 0.1873156577348709	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 42.400001525878906	 gHg: 38.55382537841797	 smoothness 13.055365562438965	 sharpness 31.031112670898438
==> Epoch 1702/2000
==> Test
Train Loss 0.17205990850925446	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 42.9900016784668	 gHg: 21.331771850585938	 smoothness 7.270016670227051	 sharpness 25.90399932861328
==> Epoch 1703/2000
==> Test
Train Loss 0.1814546138048172	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.0	 gHg: 49.93148422241211	 smoothness 12.777406692504883	 sharpness 30.819795608520508
==> Epoch 1704/2000
==> Test
Train Loss 0.15531156957149506	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 42.97999954223633	 gHg: 8.9326171875	 smoothness 10.10145092010498	 sharpness 25.356403350830078
==> Epoch 1705/2000
==> Test
Train Loss 0.1652332991361618	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.380001068115234	 gHg: 26.193851470947266	 smoothness 6.555282115936279	 sharpness 26.414112091064453
==> Epoch 1706/2000
==> Test
Train Loss 0.15448273718357086	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.439998626708984	 gHg: 10.574480056762695	 smoothness 10.533787727355957	 sharpness 26.99119758605957
==> Epoch 1707/2000
==> Test
Train Loss 0.1754373461008072	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.52000045776367	 gHg: 27.187515258789062	 smoothness 6.497389793395996	 sharpness 26.096059799194336
==> Epoch 1708/2000
==> Test
Train Loss 0.16088761389255524	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.720001220703125	 gHg: 10.311448097229004	 smoothness 10.914215087890625	 sharpness 25.54891014099121
==> Epoch 1709/2000
==> Test
Train Loss 0.16351117193698883	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 42.970001220703125	 gHg: 30.99354362487793	 smoothness 6.238589286804199	 sharpness 32.00984573364258
==> Epoch 1710/2000
==> Test
Train Loss 0.16685333847999573	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 42.790000915527344	 gHg: 33.42839431762695	 smoothness 12.456500053405762	 sharpness 31.04693603515625
==> Epoch 1711/2000
==> Test
Train Loss 0.1696760356426239	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.099998474121094	 gHg: 16.6771240234375	 smoothness 8.976107597351074	 sharpness 28.789264678955078
==> Epoch 1712/2000
==> Test
Train Loss 0.16538259387016296	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.349998474121094	 gHg: 15.233049392700195	 smoothness 7.379204750061035	 sharpness 26.583526611328125
==> Epoch 1713/2000
==> Test
Train Loss 0.16351255774497986	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 44.0	 gHg: 21.966140747070312	 smoothness 10.822012901306152	 sharpness 30.842458724975586
==> Epoch 1714/2000
==> Test
Train Loss 0.15568208694458008	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 43.439998626708984	 gHg: 12.537832260131836	 smoothness 7.894069194793701	 sharpness 25.59169578552246
==> Epoch 1715/2000
==> Test
Train Loss 0.18305011093616486	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.15999984741211	 gHg: 39.79083251953125	 smoothness 10.231268882751465	 sharpness 32.715232849121094
==> Epoch 1716/2000
==> Test
Train Loss 0.17844553291797638	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 42.9900016784668	 gHg: 21.54555892944336	 smoothness 11.753756523132324	 sharpness 29.454553604125977
==> Epoch 1717/2000
==> Test
Train Loss 0.1532149612903595	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.040000915527344	 gHg: 12.466445922851562	 smoothness 8.571433067321777	 sharpness 27.212064743041992
==> Epoch 1718/2000
==> Test
Train Loss 0.1580711156129837	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 43.13999938964844	 gHg: 14.979433059692383	 smoothness 8.931846618652344	 sharpness 28.55881690979004
==> Epoch 1719/2000
==> Test
Train Loss 0.17445826530456543	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.5099983215332	 gHg: 17.164718627929688	 smoothness 7.643276214599609	 sharpness 28.471235275268555
==> Epoch 1720/2000
==> Test
Train Loss 0.16645541787147522	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.650001525878906	 gHg: 14.768033981323242	 smoothness 10.723514556884766	 sharpness 29.951942443847656
==> Epoch 1721/2000
==> Test
Train Loss 0.1559130996465683	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 42.849998474121094	 gHg: 14.800676345825195	 smoothness 7.512701988220215	 sharpness 28.96963119506836
==> Epoch 1722/2000
==> Test
Train Loss 0.15910604596138	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 42.849998474121094	 gHg: 18.661970138549805	 smoothness 8.900222778320312	 sharpness 30.221698760986328
==> Epoch 1723/2000
==> Test
Train Loss 0.1788453608751297	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 42.810001373291016	 gHg: 24.88693618774414	 smoothness 10.829612731933594	 sharpness 31.147117614746094
==> Epoch 1724/2000
==> Test
Train Loss 0.14586815237998962	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 43.060001373291016	 gHg: 9.495626449584961	 smoothness 8.92797565460205	 sharpness 27.030231475830078
==> Epoch 1725/2000
==> Test
Train Loss 0.17012348771095276	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 42.869998931884766	 gHg: 18.97129249572754	 smoothness 8.179194450378418	 sharpness 30.98664665222168
==> Epoch 1726/2000
==> Test
Train Loss 0.17010511457920074	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.33000183105469	 gHg: 41.75477600097656	 smoothness 10.458870887756348	 sharpness 43.61183166503906
==> Epoch 1727/2000
==> Test
Train Loss 0.17269091308116913	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.099998474121094	 gHg: 18.79190444946289	 smoothness 10.737980842590332	 sharpness 24.862411499023438
==> Epoch 1728/2000
==> Test
Train Loss 0.1697116494178772	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.40999984741211	 gHg: 23.29990005493164	 smoothness 8.331790924072266	 sharpness 28.532489776611328
==> Epoch 1729/2000
==> Test
Train Loss 0.15518388152122498	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.0	 gHg: 26.9133358001709	 smoothness 10.081523895263672	 sharpness 27.753145217895508
==> Epoch 1730/2000
==> Test
Train Loss 0.16452187299728394	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 42.900001525878906	 gHg: 20.349647521972656	 smoothness 8.747322082519531	 sharpness 28.945878982543945
==> Epoch 1731/2000
==> Test
Train Loss 0.1653822809457779	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.060001373291016	 gHg: 28.427021026611328	 smoothness 9.809243202209473	 sharpness 28.456518173217773
==> Epoch 1732/2000
==> Test
Train Loss 0.16106267273426056	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.40999984741211	 gHg: 12.715060234069824	 smoothness 8.92611026763916	 sharpness 27.733966827392578
==> Epoch 1733/2000
==> Test
Train Loss 0.17167896032333374	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 43.290000915527344	 gHg: 51.75563430786133	 smoothness 7.209121227264404	 sharpness 35.978519439697266
==> Epoch 1734/2000
==> Test
Train Loss 0.17548637092113495	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 43.0099983215332	 gHg: 33.622379302978516	 smoothness 13.087235450744629	 sharpness 31.344600677490234
==> Epoch 1735/2000
==> Test
Train Loss 0.15477198362350464	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 42.61000061035156	 gHg: 24.341466903686523	 smoothness 7.275783538818359	 sharpness 29.745201110839844
==> Epoch 1736/2000
==> Test
Train Loss 0.2007935345172882	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.5	 gHg: 80.41957092285156	 smoothness 13.051288604736328	 sharpness 37.29324722290039
==> Epoch 1737/2000
==> Test
Train Loss 0.16045750677585602	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 43.16999816894531	 gHg: 18.927106857299805	 smoothness 11.055667877197266	 sharpness 27.442800521850586
==> Epoch 1738/2000
==> Test
Train Loss 0.1939435452222824	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.290000915527344	 gHg: 59.026580810546875	 smoothness 5.931256294250488	 sharpness 29.88401222229004
==> Epoch 1739/2000
==> Test
Train Loss 0.15953338146209717	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.18000030517578	 gHg: 34.60145568847656	 smoothness 13.320176124572754	 sharpness 30.825767517089844
==> Epoch 1740/2000
==> Test
Train Loss 0.185033917427063	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 43.2599983215332	 gHg: 36.92145919799805	 smoothness 4.248952865600586	 sharpness 31.980770111083984
==> Epoch 1741/2000
==> Test
Train Loss 0.18169783055782318	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 43.2599983215332	 gHg: 31.306055068969727	 smoothness 12.873651504516602	 sharpness 28.35354232788086
==> Epoch 1742/2000
==> Test
Train Loss 0.19968467950820923	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 43.400001525878906	 gHg: 33.07460021972656	 smoothness 6.669912815093994	 sharpness 29.278236389160156
==> Epoch 1743/2000
==> Test
Train Loss 0.16445669531822205	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 42.880001068115234	 gHg: 21.55624771118164	 smoothness 10.534598350524902	 sharpness 31.971508026123047
==> Epoch 1744/2000
==> Test
Train Loss 0.1904604136943817	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.099998474121094	 gHg: 54.678951263427734	 smoothness 7.827996730804443	 sharpness 33.27260971069336
==> Epoch 1745/2000
==> Test
Train Loss 0.1440073400735855	 Train Accuracy (%): 95.0199966430664 	 Test Accuracy (%): 42.93000030517578	 gHg: 7.2640838623046875	 smoothness 10.444427490234375	 sharpness 25.150341033935547
==> Epoch 1746/2000
==> Test
Train Loss 0.1950182467699051	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 42.7400016784668	 gHg: 55.68706512451172	 smoothness 4.150922775268555	 sharpness 29.201866149902344
==> Epoch 1747/2000
==> Test
Train Loss 0.16666793823242188	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 42.380001068115234	 gHg: 15.110366821289062	 smoothness 11.170796394348145	 sharpness 34.51811599731445
==> Epoch 1748/2000
==> Test
Train Loss 0.1939050853252411	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 42.939998626708984	 gHg: 75.61443328857422	 smoothness 6.152572154998779	 sharpness 35.13195037841797
==> Epoch 1749/2000
==> Test
Train Loss 0.1579844057559967	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.189998626708984	 gHg: 11.331069946289062	 smoothness 10.936769485473633	 sharpness 25.722766876220703
==> Epoch 1750/2000
==> Test
Train Loss 0.1915302574634552	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.310001373291016	 gHg: 42.89776611328125	 smoothness 5.581664562225342	 sharpness 29.284521102905273
==> Epoch 1751/2000
==> Test
Train Loss 0.1545155942440033	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.310001373291016	 gHg: 13.154653549194336	 smoothness 10.102591514587402	 sharpness 26.352964401245117
==> Epoch 1752/2000
==> Test
Train Loss 0.17628596723079681	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.869998931884766	 gHg: 39.29495620727539	 smoothness 7.890063285827637	 sharpness 27.934925079345703
==> Epoch 1753/2000
==> Test
Train Loss 0.15746624767780304	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.529998779296875	 gHg: 16.191308975219727	 smoothness 9.53868293762207	 sharpness 27.355161666870117
==> Epoch 1754/2000
==> Test
Train Loss 0.17585508525371552	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.810001373291016	 gHg: 29.29720687866211	 smoothness 9.237195014953613	 sharpness 28.938446044921875
==> Epoch 1755/2000
==> Test
Train Loss 0.16324174404144287	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 42.7599983215332	 gHg: 10.76661491394043	 smoothness 8.478511810302734	 sharpness 25.044933319091797
==> Epoch 1756/2000
==> Test
Train Loss 0.19160903990268707	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 42.939998626708984	 gHg: 44.77294921875	 smoothness 9.43248176574707	 sharpness 31.623668670654297
==> Epoch 1757/2000
==> Test
Train Loss 0.16142073273658752	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.369998931884766	 gHg: 11.693031311035156	 smoothness 9.332315444946289	 sharpness 29.277637481689453
==> Epoch 1758/2000
==> Test
Train Loss 0.16658057272434235	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.5	 gHg: 24.90658187866211	 smoothness 6.928580284118652	 sharpness 28.15473747253418
==> Epoch 1759/2000
==> Test
Train Loss 0.1629306674003601	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.060001373291016	 gHg: 14.005905151367188	 smoothness 9.028058052062988	 sharpness 26.104249954223633
==> Epoch 1760/2000
==> Test
Train Loss 0.1779392510652542	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.66999816894531	 gHg: 43.208229064941406	 smoothness 9.066141128540039	 sharpness 33.38264465332031
==> Epoch 1761/2000
==> Test
Train Loss 0.16287381947040558	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.04999923706055	 gHg: 16.501941680908203	 smoothness 10.5855073928833	 sharpness 26.28298568725586
==> Epoch 1762/2000
==> Test
Train Loss 0.16110779345035553	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 42.619998931884766	 gHg: 16.335172653198242	 smoothness 8.691681861877441	 sharpness 27.021533966064453
==> Epoch 1763/2000
==> Test
Train Loss 0.1737125664949417	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.18000030517578	 gHg: 27.238759994506836	 smoothness 8.1792573928833	 sharpness 27.511276245117188
==> Epoch 1764/2000
==> Test
Train Loss 0.15268664062023163	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 43.209999084472656	 gHg: 12.656095504760742	 smoothness 10.762330055236816	 sharpness 26.871889114379883
==> Epoch 1765/2000
==> Test
Train Loss 0.16671638190746307	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 43.22999954223633	 gHg: 18.988622665405273	 smoothness 5.217284202575684	 sharpness 27.485679626464844
==> Epoch 1766/2000
==> Test
Train Loss 0.17162548005580902	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.20000076293945	 gHg: 19.23076820373535	 smoothness 11.078751564025879	 sharpness 28.160491943359375
==> Epoch 1767/2000
==> Test
Train Loss 0.17789901793003082	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 42.790000915527344	 gHg: 26.630126953125	 smoothness 7.011892318725586	 sharpness 28.341344833374023
==> Epoch 1768/2000
==> Test
Train Loss 0.16226938366889954	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 42.880001068115234	 gHg: 20.262331008911133	 smoothness 11.470151901245117	 sharpness 27.439584732055664
==> Epoch 1769/2000
==> Test
Train Loss 0.17462386190891266	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 42.209999084472656	 gHg: 33.69475555419922	 smoothness 5.470287322998047	 sharpness 28.72469711303711
==> Epoch 1770/2000
==> Test
Train Loss 0.17461322247982025	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.400001525878906	 gHg: 58.600494384765625	 smoothness 14.288135528564453	 sharpness 32.278221130371094
==> Epoch 1771/2000
==> Test
Train Loss 0.15527859330177307	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 43.720001220703125	 gHg: 14.279901504516602	 smoothness 9.10697078704834	 sharpness 24.773496627807617
==> Epoch 1772/2000
==> Test
Train Loss 0.17974506318569183	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.7599983215332	 gHg: 51.09917449951172	 smoothness 10.917512893676758	 sharpness 30.725786209106445
==> Epoch 1773/2000
==> Test
Train Loss 0.17843326926231384	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.5	 gHg: 31.580520629882812	 smoothness 11.15571403503418	 sharpness 28.59105682373047
==> Epoch 1774/2000
==> Test
Train Loss 0.16641007363796234	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.40999984741211	 gHg: 25.329822540283203	 smoothness 8.84579086303711	 sharpness 28.795724868774414
==> Epoch 1775/2000
==> Test
Train Loss 0.16148632764816284	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.40999984741211	 gHg: 27.604822158813477	 smoothness 9.847552299499512	 sharpness 28.523151397705078
==> Epoch 1776/2000
==> Test
Train Loss 0.15917553007602692	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.11000061035156	 gHg: 13.725522994995117	 smoothness 8.159346580505371	 sharpness 24.52762222290039
==> Epoch 1777/2000
==> Test
Train Loss 0.1838887631893158	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.20000076293945	 gHg: 42.597320556640625	 smoothness 10.659005165100098	 sharpness 32.103702545166016
==> Epoch 1778/2000
==> Test
Train Loss 0.1606653779745102	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.33000183105469	 gHg: 18.500099182128906	 smoothness 9.820587158203125	 sharpness 27.736312866210938
==> Epoch 1779/2000
==> Test
Train Loss 0.16623099148273468	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 42.93000030517578	 gHg: 26.160686492919922	 smoothness 7.98989200592041	 sharpness 28.66465187072754
==> Epoch 1780/2000
==> Test
Train Loss 0.16037526726722717	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.08000183105469	 gHg: 20.141460418701172	 smoothness 9.46194839477539	 sharpness 27.918563842773438
==> Epoch 1781/2000
==> Test
Train Loss 0.1710507720708847	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.119998931884766	 gHg: 34.71586608886719	 smoothness 7.788244724273682	 sharpness 30.99087905883789
==> Epoch 1782/2000
==> Test
Train Loss 0.1715390384197235	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 42.88999938964844	 gHg: 31.803619384765625	 smoothness 11.216767311096191	 sharpness 33.36947250366211
==> Epoch 1783/2000
==> Test
Train Loss 0.16159600019454956	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.15999984741211	 gHg: 25.209964752197266	 smoothness 8.193291664123535	 sharpness 26.21729850769043
==> Epoch 1784/2000
==> Test
Train Loss 0.1728127896785736	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.25	 gHg: 46.32194137573242	 smoothness 11.050362586975098	 sharpness 32.565040588378906
==> Epoch 1785/2000
==> Test
Train Loss 0.1615283340215683	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 42.970001220703125	 gHg: 13.721109390258789	 smoothness 9.702533721923828	 sharpness 28.624162673950195
==> Epoch 1786/2000
==> Test
Train Loss 0.15577764809131622	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 42.779998779296875	 gHg: 22.901884078979492	 smoothness 7.769484043121338	 sharpness 30.427978515625
==> Epoch 1787/2000
==> Test
Train Loss 0.17253489792346954	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 42.779998779296875	 gHg: 22.520618438720703	 smoothness 10.772234916687012	 sharpness 26.903884887695312
==> Epoch 1788/2000
==> Test
Train Loss 0.18196554481983185	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 42.95000076293945	 gHg: 22.824295043945312	 smoothness 8.515180587768555	 sharpness 32.41614532470703
==> Epoch 1789/2000
==> Test
Train Loss 0.15337294340133667	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 42.93000030517578	 gHg: 19.142118453979492	 smoothness 9.42923355102539	 sharpness 27.953275680541992
==> Epoch 1790/2000
==> Test
Train Loss 0.16210637986660004	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 42.72999954223633	 gHg: 17.602540969848633	 smoothness 9.626228332519531	 sharpness 28.970508575439453
==> Epoch 1791/2000
==> Test
Train Loss 0.15448392927646637	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 42.810001373291016	 gHg: 14.87606430053711	 smoothness 6.668942451477051	 sharpness 26.937480926513672
==> Epoch 1792/2000
==> Test
Train Loss 0.1609007865190506	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 43.04999923706055	 gHg: 17.616270065307617	 smoothness 10.897239685058594	 sharpness 32.11075973510742
==> Epoch 1793/2000
==> Test
Train Loss 0.16936680674552917	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 42.959999084472656	 gHg: 15.967084884643555	 smoothness 6.247857093811035	 sharpness 32.41678237915039
==> Epoch 1794/2000
==> Test
Train Loss 0.1504005789756775	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 43.11000061035156	 gHg: 19.535367965698242	 smoothness 9.696612358093262	 sharpness 32.141075134277344
==> Epoch 1795/2000
==> Test
Train Loss 0.1673949807882309	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 42.95000076293945	 gHg: 21.634838104248047	 smoothness 8.219264030456543	 sharpness 30.16926383972168
==> Epoch 1796/2000
==> Test
Train Loss 0.16120274364948273	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.2400016784668	 gHg: 13.010575294494629	 smoothness 10.87338924407959	 sharpness 25.702266693115234
==> Epoch 1797/2000
==> Test
Train Loss 0.1667705774307251	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.099998474121094	 gHg: 25.90478515625	 smoothness 5.449588775634766	 sharpness 30.45781898498535
==> Epoch 1798/2000
==> Test
Train Loss 0.1532432734966278	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.11000061035156	 gHg: 13.668395042419434	 smoothness 12.00668716430664	 sharpness 26.424976348876953
==> Epoch 1799/2000
==> Test
Train Loss 0.16636312007904053	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.83000183105469	 gHg: 22.955814361572266	 smoothness 4.85756254196167	 sharpness 27.45751190185547
==> Epoch 1800/2000
==> Test
Train Loss 0.16968148946762085	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.52000045776367	 gHg: 31.23958969116211	 smoothness 12.166733741760254	 sharpness 32.3419189453125
==> Epoch 1801/2000
==> Test
Train Loss 0.1679096519947052	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.290000915527344	 gHg: 23.180145263671875	 smoothness 8.054076194763184	 sharpness 27.87071990966797
==> Epoch 1802/2000
==> Test
Train Loss 0.16711364686489105	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.369998931884766	 gHg: 42.25483703613281	 smoothness 9.65099048614502	 sharpness 35.80826187133789
==> Epoch 1803/2000
==> Test
Train Loss 0.16923291981220245	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.310001373291016	 gHg: 38.10222625732422	 smoothness 10.449251174926758	 sharpness 30.086681365966797
==> Epoch 1804/2000
==> Test
Train Loss 0.1748424470424652	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.27000045776367	 gHg: 37.202110290527344	 smoothness 8.947466850280762	 sharpness 32.36430358886719
==> Epoch 1805/2000
==> Test
Train Loss 0.18655027449131012	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.529998779296875	 gHg: 51.34187316894531	 smoothness 10.440423011779785	 sharpness 33.85732650756836
==> Epoch 1806/2000
==> Test
Train Loss 0.17730340361595154	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.400001525878906	 gHg: 32.348487854003906	 smoothness 10.204802513122559	 sharpness 28.135169982910156
==> Epoch 1807/2000
==> Test
Train Loss 0.174051433801651	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.099998474121094	 gHg: 39.29918670654297	 smoothness 9.780418395996094	 sharpness 29.57763671875
==> Epoch 1808/2000
==> Test
Train Loss 0.1895160973072052	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.34000015258789	 gHg: 42.646175384521484	 smoothness 11.23929500579834	 sharpness 32.10140609741211
==> Epoch 1809/2000
==> Test
Train Loss 0.15659558773040771	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.040000915527344	 gHg: 17.679109573364258	 smoothness 9.071709632873535	 sharpness 28.14562225341797
==> Epoch 1810/2000
==> Test
Train Loss 0.16132795810699463	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.61000061035156	 gHg: 29.555091857910156	 smoothness 9.014463424682617	 sharpness 29.969430923461914
==> Epoch 1811/2000
==> Test
Train Loss 0.17196182906627655	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.959999084472656	 gHg: 18.670122146606445	 smoothness 7.977597236633301	 sharpness 25.492000579833984
==> Epoch 1812/2000
==> Test
Train Loss 0.17407426238059998	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.540000915527344	 gHg: 19.530845642089844	 smoothness 9.016610145568848	 sharpness 25.369535446166992
==> Epoch 1813/2000
==> Test
Train Loss 0.16992202401161194	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 43.4900016784668	 gHg: 19.921142578125	 smoothness 8.101253509521484	 sharpness 27.706939697265625
==> Epoch 1814/2000
==> Test
Train Loss 0.16326472163200378	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.119998931884766	 gHg: 24.146167755126953	 smoothness 9.347447395324707	 sharpness 30.16193962097168
==> Epoch 1815/2000
==> Test
Train Loss 0.1697474867105484	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 43.2599983215332	 gHg: 17.9829044342041	 smoothness 8.245121955871582	 sharpness 29.44245719909668
==> Epoch 1816/2000
==> Test
Train Loss 0.17601777613162994	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.45000076293945	 gHg: 16.341768264770508	 smoothness 9.414565086364746	 sharpness 25.57257843017578
==> Epoch 1817/2000
==> Test
Train Loss 0.1605362743139267	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.29999923706055	 gHg: 26.69841766357422	 smoothness 6.949742317199707	 sharpness 30.51422119140625
==> Epoch 1818/2000
==> Test
Train Loss 0.17458204925060272	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.31999969482422	 gHg: 25.265840530395508	 smoothness 11.146103858947754	 sharpness 30.35453224182129
==> Epoch 1819/2000
==> Test
Train Loss 0.17431029677391052	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.43000030517578	 gHg: 16.33987808227539	 smoothness 7.4872002601623535	 sharpness 28.382246017456055
==> Epoch 1820/2000
==> Test
Train Loss 0.15662960708141327	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 42.709999084472656	 gHg: 17.851158142089844	 smoothness 9.608412742614746	 sharpness 24.346750259399414
==> Epoch 1821/2000
==> Test
Train Loss 0.15878011286258698	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 42.66999816894531	 gHg: 13.296295166015625	 smoothness 9.625636100769043	 sharpness 29.151729583740234
==> Epoch 1822/2000
==> Test
Train Loss 0.163011834025383	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 43.27000045776367	 gHg: 14.734786987304688	 smoothness 7.3013482093811035	 sharpness 31.847679138183594
==> Epoch 1823/2000
==> Test
Train Loss 0.15603479743003845	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.43000030517578	 gHg: 16.98181915283203	 smoothness 7.31946325302124	 sharpness 27.620786666870117
==> Epoch 1824/2000
==> Test
Train Loss 0.15825636684894562	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 43.45000076293945	 gHg: 23.295530319213867	 smoothness 10.891714096069336	 sharpness 35.21541976928711
==> Epoch 1825/2000
==> Test
Train Loss 0.15681473910808563	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.5099983215332	 gHg: 14.513296127319336	 smoothness 8.554518699645996	 sharpness 29.483823776245117
==> Epoch 1826/2000
==> Test
Train Loss 0.15623249113559723	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 42.93000030517578	 gHg: 10.645895004272461	 smoothness 8.395782470703125	 sharpness 23.76930046081543
==> Epoch 1827/2000
==> Test
Train Loss 0.15857134759426117	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 42.59000015258789	 gHg: 16.123254776000977	 smoothness 8.63764476776123	 sharpness 26.654983520507812
==> Epoch 1828/2000
==> Test
Train Loss 0.1662958562374115	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 42.619998931884766	 gHg: 19.803112030029297	 smoothness 7.305896759033203	 sharpness 28.397178649902344
==> Epoch 1829/2000
==> Test
Train Loss 0.1546509712934494	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 43.130001068115234	 gHg: 16.785310745239258	 smoothness 9.650099754333496	 sharpness 28.18727684020996
==> Epoch 1830/2000
==> Test
Train Loss 0.14576008915901184	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 43.09000015258789	 gHg: 16.22638511657715	 smoothness 8.827254295349121	 sharpness 28.232898712158203
==> Epoch 1831/2000
==> Test
Train Loss 0.15455234050750732	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.31999969482422	 gHg: 13.757621765136719	 smoothness 8.048935890197754	 sharpness 29.622453689575195
==> Epoch 1832/2000
==> Test
Train Loss 0.1497468799352646	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 43.31999969482422	 gHg: 18.8599910736084	 smoothness 7.628122806549072	 sharpness 26.579689025878906
==> Epoch 1833/2000
==> Test
Train Loss 0.1562023162841797	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.18000030517578	 gHg: 20.15085220336914	 smoothness 9.523138046264648	 sharpness 29.233776092529297
==> Epoch 1834/2000
==> Test
Train Loss 0.15340498089790344	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 43.06999969482422	 gHg: 24.425827026367188	 smoothness 9.683609008789062	 sharpness 26.580791473388672
==> Epoch 1835/2000
==> Test
Train Loss 0.1445213407278061	 Train Accuracy (%): 94.91999816894531 	 Test Accuracy (%): 43.130001068115234	 gHg: 12.034308433532715	 smoothness 9.173072814941406	 sharpness 25.198705673217773
==> Epoch 1836/2000
==> Test
Train Loss 0.16395042836666107	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 42.9900016784668	 gHg: 17.627676010131836	 smoothness 7.82460355758667	 sharpness 25.79892349243164
==> Epoch 1837/2000
==> Test
Train Loss 0.15057440102100372	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 42.95000076293945	 gHg: 16.48056983947754	 smoothness 9.887744903564453	 sharpness 27.842803955078125
==> Epoch 1838/2000
==> Test
Train Loss 0.1578272432088852	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 43.25	 gHg: 12.660781860351562	 smoothness 7.213813781738281	 sharpness 26.970613479614258
==> Epoch 1839/2000
==> Test
Train Loss 0.1671430766582489	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 42.79999923706055	 gHg: 32.66304016113281	 smoothness 9.568135261535645	 sharpness 29.49826431274414
==> Epoch 1840/2000
==> Test
Train Loss 0.14413149654865265	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 42.970001220703125	 gHg: 23.77008628845215	 smoothness 10.138725280761719	 sharpness 33.05229187011719
==> Epoch 1841/2000
==> Test
Train Loss 0.16098369657993317	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 43.22999954223633	 gHg: 34.196773529052734	 smoothness 9.34493350982666	 sharpness 29.99179458618164
==> Epoch 1842/2000
==> Test
Train Loss 0.15937314927577972	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.130001068115234	 gHg: 24.661849975585938	 smoothness 10.40042495727539	 sharpness 25.518999099731445
==> Epoch 1843/2000
==> Test
Train Loss 0.16521957516670227	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.220001220703125	 gHg: 31.906665802001953	 smoothness 9.071566581726074	 sharpness 27.970264434814453
==> Epoch 1844/2000
==> Test
Train Loss 0.16498643159866333	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 43.099998474121094	 gHg: 40.50341033935547	 smoothness 10.598936080932617	 sharpness 31.71456527709961
==> Epoch 1845/2000
==> Test
Train Loss 0.15799061954021454	 Train Accuracy (%): 94.62000274658203 	 Test Accuracy (%): 42.83000183105469	 gHg: 34.553489685058594	 smoothness 9.661897659301758	 sharpness 31.037988662719727
==> Epoch 1846/2000
==> Test
Train Loss 0.16560637950897217	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 42.720001220703125	 gHg: 47.62429428100586	 smoothness 9.209940910339355	 sharpness 31.933691024780273
==> Epoch 1847/2000
==> Test
Train Loss 0.18866059184074402	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 42.970001220703125	 gHg: 60.85824966430664	 smoothness 12.381141662597656	 sharpness 40.875823974609375
==> Epoch 1848/2000
==> Test
Train Loss 0.16574780642986298	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 42.970001220703125	 gHg: 32.32871627807617	 smoothness 8.921941757202148	 sharpness 28.50469398498535
==> Epoch 1849/2000
==> Test
Train Loss 0.16809889674186707	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 42.939998626708984	 gHg: 86.796875	 smoothness 10.86424732208252	 sharpness 40.09806823730469
==> Epoch 1850/2000
==> Test
Train Loss 0.17399103939533234	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 43.209999084472656	 gHg: 39.316009521484375	 smoothness 11.76223087310791	 sharpness 30.370922088623047
==> Epoch 1851/2000
==> Test
Train Loss 0.17995306849479675	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 43.36000061035156	 gHg: 56.493534088134766	 smoothness 7.038280963897705	 sharpness 34.032493591308594
==> Epoch 1852/2000
==> Test
Train Loss 0.18344929814338684	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.54999923706055	 gHg: 83.5341567993164	 smoothness 12.657100677490234	 sharpness 38.834320068359375
==> Epoch 1853/2000
==> Test
Train Loss 0.15760834515094757	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 43.25	 gHg: 27.171730041503906	 smoothness 10.645990371704102	 sharpness 31.699359893798828
==> Epoch 1854/2000
==> Test
Train Loss 0.18245691061019897	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.75	 gHg: 73.32853698730469	 smoothness 6.962375164031982	 sharpness 39.42011260986328
==> Epoch 1855/2000
==> Test
Train Loss 0.17267483472824097	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.68000030517578	 gHg: 47.25587463378906	 smoothness 12.941771507263184	 sharpness 29.650651931762695
==> Epoch 1856/2000
==> Test
Train Loss 0.1753542423248291	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.34000015258789	 gHg: 38.778263092041016	 smoothness 6.463825702667236	 sharpness 31.319046020507812
==> Epoch 1857/2000
==> Test
Train Loss 0.20706716179847717	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.63999938964844	 gHg: 102.58387756347656	 smoothness 13.524752616882324	 sharpness 34.87443161010742
==> Epoch 1858/2000
==> Test
Train Loss 0.17966443300247192	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.2400016784668	 gHg: 51.36146545410156	 smoothness 10.848827362060547	 sharpness 32.699676513671875
==> Epoch 1859/2000
==> Test
Train Loss 0.18768003582954407	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 43.66999816894531	 gHg: 89.55623626708984	 smoothness 11.264512062072754	 sharpness 36.26236343383789
==> Epoch 1860/2000
==> Test
Train Loss 0.182096928358078	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.11000061035156	 gHg: 26.9875545501709	 smoothness 10.67862606048584	 sharpness 27.804170608520508
==> Epoch 1861/2000
==> Test
Train Loss 0.17364701628684998	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 42.689998626708984	 gHg: 79.5540771484375	 smoothness 5.711636543273926	 sharpness 37.562931060791016
==> Epoch 1862/2000
==> Test
Train Loss 0.19577966630458832	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 42.709999084472656	 gHg: 100.16184997558594	 smoothness 14.785685539245605	 sharpness 38.14059829711914
==> Epoch 1863/2000
==> Test
Train Loss 0.16675889492034912	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 43.58000183105469	 gHg: 28.860816955566406	 smoothness 9.454056739807129	 sharpness 29.291961669921875
==> Epoch 1864/2000
==> Test
Train Loss 0.17249640822410583	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.5	 gHg: 56.35919189453125	 smoothness 8.601178169250488	 sharpness 31.758222579956055
==> Epoch 1865/2000
==> Test
Train Loss 0.17288154363632202	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 44.119998931884766	 gHg: 33.031742095947266	 smoothness 10.873503684997559	 sharpness 30.30153465270996
==> Epoch 1866/2000
==> Test
Train Loss 0.16930845379829407	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.36000061035156	 gHg: 39.916954040527344	 smoothness 6.124471187591553	 sharpness 31.877330780029297
==> Epoch 1867/2000
==> Test
Train Loss 0.18963630497455597	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 42.540000915527344	 gHg: 35.215431213378906	 smoothness 11.039548873901367	 sharpness 29.893495559692383
==> Epoch 1868/2000
==> Test
Train Loss 0.1948518604040146	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 42.689998626708984	 gHg: 88.39274597167969	 smoothness 6.163931846618652	 sharpness 39.90327072143555
==> Epoch 1869/2000
==> Test
Train Loss 0.23075668513774872	 Train Accuracy (%): 92.41999816894531 	 Test Accuracy (%): 43.65999984741211	 gHg: 166.74124145507812	 smoothness 16.279706954956055	 sharpness 36.00645446777344
==> Epoch 1870/2000
==> Test
Train Loss 0.15005289018154144	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 43.380001068115234	 gHg: 11.355724334716797	 smoothness 11.185323715209961	 sharpness 24.844240188598633
==> Epoch 1871/2000
==> Test
Train Loss 0.18211741745471954	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.34000015258789	 gHg: 56.06105041503906	 smoothness 2.6083481311798096	 sharpness 30.48042106628418
==> Epoch 1872/2000
==> Test
Train Loss 0.16405099630355835	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.08000183105469	 gHg: 29.280662536621094	 smoothness 11.360876083374023	 sharpness 27.534582138061523
==> Epoch 1873/2000
==> Test
Train Loss 0.19156630337238312	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 42.93000030517578	 gHg: 45.254878997802734	 smoothness 7.335530757904053	 sharpness 30.911592483520508
==> Epoch 1874/2000
==> Test
Train Loss 0.2068951427936554	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 43.220001220703125	 gHg: 94.6132583618164	 smoothness 13.232012748718262	 sharpness 38.65480041503906
==> Epoch 1875/2000
==> Test
Train Loss 0.14644867181777954	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 43.060001373291016	 gHg: 15.72289752960205	 smoothness 10.596933364868164	 sharpness 24.447355270385742
==> Epoch 1876/2000
==> Test
Train Loss 0.19739186763763428	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.540000915527344	 gHg: 59.16718292236328	 smoothness 7.412918567657471	 sharpness 33.04927444458008
==> Epoch 1877/2000
==> Test
Train Loss 0.1535515934228897	 Train Accuracy (%): 94.5999984741211 	 Test Accuracy (%): 43.5	 gHg: 34.09593963623047	 smoothness 11.09799575805664	 sharpness 30.206132888793945
==> Epoch 1878/2000
==> Test
Train Loss 0.17433950304985046	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.369998931884766	 gHg: 48.09103775024414	 smoothness 7.773736953735352	 sharpness 34.377838134765625
==> Epoch 1879/2000
==> Test
Train Loss 0.18818561732769012	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 42.970001220703125	 gHg: 34.87330627441406	 smoothness 10.553666114807129	 sharpness 26.310806274414062
==> Epoch 1880/2000
==> Test
Train Loss 0.18216387927532196	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.150001525878906	 gHg: 33.53567886352539	 smoothness 8.01011848449707	 sharpness 28.740015029907227
==> Epoch 1881/2000
==> Test
Train Loss 0.19093939661979675	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.150001525878906	 gHg: 31.82115936279297	 smoothness 10.256217002868652	 sharpness 27.928518295288086
==> Epoch 1882/2000
==> Test
Train Loss 0.16916686296463013	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 42.83000183105469	 gHg: 23.10747528076172	 smoothness 7.990458011627197	 sharpness 26.370141983032227
==> Epoch 1883/2000
==> Test
Train Loss 0.18400342762470245	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 42.97999954223633	 gHg: 53.841651916503906	 smoothness 10.419562339782715	 sharpness 27.370006561279297
==> Epoch 1884/2000
==> Test
Train Loss 0.16261900961399078	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 42.68000030517578	 gHg: 20.61031723022461	 smoothness 10.162455558776855	 sharpness 30.144235610961914
==> Epoch 1885/2000
==> Test
Train Loss 0.18722635507583618	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 42.900001525878906	 gHg: 39.147796630859375	 smoothness 6.607569694519043	 sharpness 28.56540870666504
==> Epoch 1886/2000
==> Test
Train Loss 0.16792736947536469	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 42.90999984741211	 gHg: 33.05301284790039	 smoothness 10.175272941589355	 sharpness 26.755632400512695
==> Epoch 1887/2000
==> Test
Train Loss 0.17836271226406097	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 42.810001373291016	 gHg: 39.91615295410156	 smoothness 9.960124015808105	 sharpness 28.943239212036133
==> Epoch 1888/2000
==> Test
Train Loss 0.16665606200695038	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.220001220703125	 gHg: 28.286048889160156	 smoothness 9.489212989807129	 sharpness 28.36935806274414
==> Epoch 1889/2000
==> Test
Train Loss 0.15922997891902924	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.40999984741211	 gHg: 21.090612411499023	 smoothness 9.131376266479492	 sharpness 26.178165435791016
==> Epoch 1890/2000
==> Test
Train Loss 0.1623799353837967	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.40999984741211	 gHg: 16.810197830200195	 smoothness 7.733850479125977	 sharpness 25.79357147216797
==> Epoch 1891/2000
==> Test
Train Loss 0.16904482245445251	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.20000076293945	 gHg: 18.80107879638672	 smoothness 8.99594497680664	 sharpness 25.74213409423828
==> Epoch 1892/2000
==> Test
Train Loss 0.1560221016407013	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.09000015258789	 gHg: 9.242026329040527	 smoothness 8.67524528503418	 sharpness 25.7852725982666
==> Epoch 1893/2000
==> Test
Train Loss 0.15023112297058105	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 42.93000030517578	 gHg: 18.753387451171875	 smoothness 6.53660249710083	 sharpness 25.650463104248047
==> Epoch 1894/2000
==> Test
Train Loss 0.15430225431919098	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 42.7599983215332	 gHg: 16.720497131347656	 smoothness 8.97960090637207	 sharpness 27.39076805114746
==> Epoch 1895/2000
==> Test
Train Loss 0.18545857071876526	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 42.709999084472656	 gHg: 29.38097381591797	 smoothness 8.933757781982422	 sharpness 28.011056900024414
==> Epoch 1896/2000
==> Test
Train Loss 0.1736571192741394	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.4900016784668	 gHg: 38.060699462890625	 smoothness 10.479939460754395	 sharpness 29.448442459106445
==> Epoch 1897/2000
==> Test
Train Loss 0.15522517263889313	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 43.0099983215332	 gHg: 26.686004638671875	 smoothness 9.467452049255371	 sharpness 26.238800048828125
==> Epoch 1898/2000
==> Test
Train Loss 0.16322985291481018	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 42.91999816894531	 gHg: 34.49924087524414	 smoothness 9.056051254272461	 sharpness 28.34488868713379
==> Epoch 1899/2000
==> Test
Train Loss 0.17131344974040985	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.33000183105469	 gHg: 36.845802307128906	 smoothness 10.346553802490234	 sharpness 32.298179626464844
==> Epoch 1900/2000
==> Test
Train Loss 0.14950361847877502	 Train Accuracy (%): 94.62000274658203 	 Test Accuracy (%): 43.459999084472656	 gHg: 11.711141586303711	 smoothness 8.905454635620117	 sharpness 25.990373611450195
==> Epoch 1901/2000
==> Test
Train Loss 0.17350949347019196	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.290000915527344	 gHg: 27.627227783203125	 smoothness 7.559708595275879	 sharpness 30.16072654724121
==> Epoch 1902/2000
==> Test
Train Loss 0.153453528881073	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 43.2400016784668	 gHg: 9.192779541015625	 smoothness 9.600614547729492	 sharpness 24.82637596130371
==> Epoch 1903/2000
==> Test
Train Loss 0.17286624014377594	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.5	 gHg: 40.47615051269531	 smoothness 6.240973949432373	 sharpness 28.75611114501953
==> Epoch 1904/2000
==> Test
Train Loss 0.15235120058059692	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 43.5099983215332	 gHg: 23.173383712768555	 smoothness 12.330683708190918	 sharpness 25.20522689819336
==> Epoch 1905/2000
==> Test
Train Loss 0.164887472987175	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 42.58000183105469	 gHg: 37.96226501464844	 smoothness 6.7657623291015625	 sharpness 29.241863250732422
==> Epoch 1906/2000
==> Test
Train Loss 0.17331929504871368	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 42.939998626708984	 gHg: 44.47697448730469	 smoothness 11.935647010803223	 sharpness 34.08529281616211
==> Epoch 1907/2000
==> Test
Train Loss 0.1608205884695053	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.099998474121094	 gHg: 21.54616355895996	 smoothness 9.126476287841797	 sharpness 24.468647003173828
==> Epoch 1908/2000
==> Test
Train Loss 0.1541580855846405	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.369998931884766	 gHg: 21.39928436279297	 smoothness 10.665841102600098	 sharpness 26.334325790405273
==> Epoch 1909/2000
==> Test
Train Loss 0.14325746893882751	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 42.77000045776367	 gHg: 12.415053367614746	 smoothness 7.127689838409424	 sharpness 28.705684661865234
==> Epoch 1910/2000
==> Test
Train Loss 0.1558394581079483	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 42.72999954223633	 gHg: 16.653385162353516	 smoothness 10.229023933410645	 sharpness 27.470949172973633
==> Epoch 1911/2000
==> Test
Train Loss 0.14943277835845947	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 43.279998779296875	 gHg: 22.77760124206543	 smoothness 5.92110538482666	 sharpness 29.743690490722656
==> Epoch 1912/2000
==> Test
Train Loss 0.1409021019935608	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 43.56999969482422	 gHg: 14.795699119567871	 smoothness 11.291181564331055	 sharpness 29.648462295532227
==> Epoch 1913/2000
==> Test
Train Loss 0.17578060925006866	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.470001220703125	 gHg: 20.97748565673828	 smoothness 5.911996841430664	 sharpness 25.992692947387695
==> Epoch 1914/2000
==> Test
Train Loss 0.16477948427200317	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.2599983215332	 gHg: 26.743791580200195	 smoothness 10.13574504852295	 sharpness 29.08195686340332
==> Epoch 1915/2000
==> Test
Train Loss 0.14940091967582703	 Train Accuracy (%): 94.95999908447266 	 Test Accuracy (%): 43.150001525878906	 gHg: 14.843141555786133	 smoothness 9.296004295349121	 sharpness 27.68040657043457
==> Epoch 1916/2000
==> Test
Train Loss 0.15762120485305786	 Train Accuracy (%): 94.76000213623047 	 Test Accuracy (%): 43.209999084472656	 gHg: 16.876087188720703	 smoothness 8.495195388793945	 sharpness 25.78509521484375
==> Epoch 1917/2000
==> Test
Train Loss 0.15846660733222961	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.119998931884766	 gHg: 12.542325973510742	 smoothness 8.829111099243164	 sharpness 28.52365493774414
==> Epoch 1918/2000
==> Test
Train Loss 0.13202811777591705	 Train Accuracy (%): 95.27999877929688 	 Test Accuracy (%): 43.43000030517578	 gHg: 13.83642864227295	 smoothness 7.567070484161377	 sharpness 30.007143020629883
==> Epoch 1919/2000
==> Test
Train Loss 0.14770731329917908	 Train Accuracy (%): 95.16000366210938 	 Test Accuracy (%): 42.97999954223633	 gHg: 17.021385192871094	 smoothness 8.8544340133667	 sharpness 26.61471939086914
==> Epoch 1920/2000
==> Test
Train Loss 0.14079415798187256	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.22999954223633	 gHg: 16.73256492614746	 smoothness 10.05505084991455	 sharpness 30.029720306396484
==> Epoch 1921/2000
==> Test
Train Loss 0.14742814004421234	 Train Accuracy (%): 94.91999816894531 	 Test Accuracy (%): 43.08000183105469	 gHg: 10.701143264770508	 smoothness 7.611717700958252	 sharpness 26.292564392089844
==> Epoch 1922/2000
==> Test
Train Loss 0.14823608100414276	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 43.369998931884766	 gHg: 17.573040008544922	 smoothness 9.497859954833984	 sharpness 27.03627586364746
==> Epoch 1923/2000
==> Test
Train Loss 0.1574535369873047	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 43.290000915527344	 gHg: 14.784844398498535	 smoothness 7.749951362609863	 sharpness 27.89279556274414
==> Epoch 1924/2000
==> Test
Train Loss 0.14870089292526245	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 43.40999984741211	 gHg: 19.741113662719727	 smoothness 9.285261154174805	 sharpness 30.46346092224121
==> Epoch 1925/2000
==> Test
Train Loss 0.16832314431667328	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.08000183105469	 gHg: 38.773414611816406	 smoothness 8.607542991638184	 sharpness 27.471017837524414
==> Epoch 1926/2000
==> Test
Train Loss 0.14451594650745392	 Train Accuracy (%): 95.22000122070312 	 Test Accuracy (%): 43.83000183105469	 gHg: 14.250874519348145	 smoothness 11.030435562133789	 sharpness 24.40283203125
==> Epoch 1927/2000
==> Test
Train Loss 0.13989800214767456	 Train Accuracy (%): 95.0 	 Test Accuracy (%): 43.22999954223633	 gHg: 13.446249008178711	 smoothness 7.20250940322876	 sharpness 26.577604293823242
==> Epoch 1928/2000
==> Test
Train Loss 0.1511934995651245	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 42.470001220703125	 gHg: 13.242765426635742	 smoothness 7.752422332763672	 sharpness 24.363800048828125
==> Epoch 1929/2000
==> Test
Train Loss 0.1526004821062088	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.22999954223633	 gHg: 28.464574813842773	 smoothness 8.352787017822266	 sharpness 26.80089569091797
==> Epoch 1930/2000
==> Test
Train Loss 0.14615458250045776	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 43.2400016784668	 gHg: 13.566868782043457	 smoothness 9.349077224731445	 sharpness 28.645498275756836
==> Epoch 1931/2000
==> Test
Train Loss 0.1661221981048584	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.95000076293945	 gHg: 36.640655517578125	 smoothness 8.025174140930176	 sharpness 30.643817901611328
==> Epoch 1932/2000
==> Test
Train Loss 0.1414184719324112	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.41999816894531	 gHg: 11.852294921875	 smoothness 9.043049812316895	 sharpness 26.82083511352539
==> Epoch 1933/2000
==> Test
Train Loss 0.17142760753631592	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.599998474121094	 gHg: 37.491233825683594	 smoothness 7.925769329071045	 sharpness 29.836708068847656
==> Epoch 1934/2000
==> Test
Train Loss 0.1463906168937683	 Train Accuracy (%): 94.83999633789062 	 Test Accuracy (%): 43.130001068115234	 gHg: 23.754886627197266	 smoothness 9.535844802856445	 sharpness 31.198837280273438
==> Epoch 1935/2000
==> Test
Train Loss 0.1583513766527176	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 42.95000076293945	 gHg: 41.30632781982422	 smoothness 10.669974327087402	 sharpness 30.90569496154785
==> Epoch 1936/2000
==> Test
Train Loss 0.1719219982624054	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 42.02000045776367	 gHg: 33.567771911621094	 smoothness 9.909407615661621	 sharpness 33.496028900146484
==> Epoch 1937/2000
==> Test
Train Loss 0.1661101132631302	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 42.84000015258789	 gHg: 48.30623245239258	 smoothness 10.2349853515625	 sharpness 30.997623443603516
==> Epoch 1938/2000
==> Test
Train Loss 0.16624435782432556	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.18000030517578	 gHg: 29.888898849487305	 smoothness 10.657478332519531	 sharpness 28.042673110961914
==> Epoch 1939/2000
==> Test
Train Loss 0.1772732436656952	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 42.93000030517578	 gHg: 46.3960075378418	 smoothness 7.495474815368652	 sharpness 28.751314163208008
==> Epoch 1940/2000
==> Test
Train Loss 0.17502109706401825	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 42.939998626708984	 gHg: 50.06706237792969	 smoothness 12.41065788269043	 sharpness 29.699453353881836
==> Epoch 1941/2000
==> Test
Train Loss 0.1596585512161255	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.61000061035156	 gHg: 31.661367416381836	 smoothness 6.965457439422607	 sharpness 32.05659866333008
==> Epoch 1942/2000
==> Test
Train Loss 0.16481918096542358	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.27000045776367	 gHg: 52.393333435058594	 smoothness 12.287171363830566	 sharpness 40.452232360839844
==> Epoch 1943/2000
==> Test
Train Loss 0.1670101135969162	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 42.7400016784668	 gHg: 19.921934127807617	 smoothness 7.445905685424805	 sharpness 27.487030029296875
==> Epoch 1944/2000
==> Test
Train Loss 0.15942317247390747	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.09000015258789	 gHg: 36.135711669921875	 smoothness 8.839037895202637	 sharpness 27.652679443359375
==> Epoch 1945/2000
==> Test
Train Loss 0.1535281389951706	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.279998779296875	 gHg: 31.60969352722168	 smoothness 9.482550621032715	 sharpness 31.306026458740234
==> Epoch 1946/2000
==> Test
Train Loss 0.1567079871892929	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.439998626708984	 gHg: 31.033517837524414	 smoothness 9.872063636779785	 sharpness 30.749807357788086
==> Epoch 1947/2000
==> Test
Train Loss 0.15610745549201965	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 43.11000061035156	 gHg: 23.228130340576172	 smoothness 8.380309104919434	 sharpness 26.971040725708008
==> Epoch 1948/2000
==> Test
Train Loss 0.1588553637266159	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 43.209999084472656	 gHg: 21.941207885742188	 smoothness 9.442683219909668	 sharpness 27.470993041992188
==> Epoch 1949/2000
==> Test
Train Loss 0.1630954146385193	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.310001373291016	 gHg: 30.732135772705078	 smoothness 7.83165168762207	 sharpness 32.78793716430664
==> Epoch 1950/2000
==> Test
Train Loss 0.14582736790180206	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.04999923706055	 gHg: 20.462196350097656	 smoothness 10.671732902526855	 sharpness 28.298429489135742
==> Epoch 1951/2000
==> Test
Train Loss 0.15151451528072357	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 43.09000015258789	 gHg: 23.811168670654297	 smoothness 8.445162773132324	 sharpness 29.512699127197266
==> Epoch 1952/2000
==> Test
Train Loss 0.14628882706165314	 Train Accuracy (%): 94.91999816894531 	 Test Accuracy (%): 42.97999954223633	 gHg: 15.3406982421875	 smoothness 10.085726737976074	 sharpness 24.919614791870117
==> Epoch 1953/2000
==> Test
Train Loss 0.16926072537899017	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.220001220703125	 gHg: 12.806488037109375	 smoothness 6.469204902648926	 sharpness 23.91079330444336
==> Epoch 1954/2000
==> Test
Train Loss 0.15704362094402313	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 43.25	 gHg: 16.243438720703125	 smoothness 8.306726455688477	 sharpness 28.047788619995117
==> Epoch 1955/2000
==> Test
Train Loss 0.16456446051597595	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 42.90999984741211	 gHg: 22.959228515625	 smoothness 8.71569538116455	 sharpness 24.41448211669922
==> Epoch 1956/2000
==> Test
Train Loss 0.16296857595443726	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 43.310001373291016	 gHg: 37.164512634277344	 smoothness 9.640315055847168	 sharpness 29.40739631652832
==> Epoch 1957/2000
==> Test
Train Loss 0.16532398760318756	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.13999938964844	 gHg: 35.32511520385742	 smoothness 10.550629615783691	 sharpness 33.581451416015625
==> Epoch 1958/2000
==> Test
Train Loss 0.14923329651355743	 Train Accuracy (%): 95.0999984741211 	 Test Accuracy (%): 42.619998931884766	 gHg: 18.030122756958008	 smoothness 7.053149223327637	 sharpness 24.885770797729492
==> Epoch 1959/2000
==> Test
Train Loss 0.1648360788822174	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 42.61000061035156	 gHg: 39.034446716308594	 smoothness 10.27562141418457	 sharpness 34.603973388671875
==> Epoch 1960/2000
==> Test
Train Loss 0.17001976072788239	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.220001220703125	 gHg: 30.301729202270508	 smoothness 8.121892929077148	 sharpness 31.21622657775879
==> Epoch 1961/2000
==> Test
Train Loss 0.16522164642810822	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.22999954223633	 gHg: 48.52991485595703	 smoothness 10.6102933883667	 sharpness 29.545120239257812
==> Epoch 1962/2000
==> Test
Train Loss 0.15570583939552307	 Train Accuracy (%): 94.9000015258789 	 Test Accuracy (%): 42.959999084472656	 gHg: 18.168840408325195	 smoothness 9.337456703186035	 sharpness 26.7548828125
==> Epoch 1963/2000
==> Test
Train Loss 0.1924174427986145	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 43.380001068115234	 gHg: 65.73600769042969	 smoothness 8.179705619812012	 sharpness 33.708641052246094
==> Epoch 1964/2000
==> Test
Train Loss 0.1508406400680542	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 42.9900016784668	 gHg: 26.50263023376465	 smoothness 11.689379692077637	 sharpness 30.228286743164062
==> Epoch 1965/2000
==> Test
Train Loss 0.15944702923297882	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.349998474121094	 gHg: 29.989757537841797	 smoothness 5.985755443572998	 sharpness 29.599462509155273
==> Epoch 1966/2000
==> Test
Train Loss 0.1652342677116394	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 42.91999816894531	 gHg: 49.151710510253906	 smoothness 10.580100059509277	 sharpness 33.79103088378906
==> Epoch 1967/2000
==> Test
Train Loss 0.16083472967147827	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 43.2400016784668	 gHg: 43.49155044555664	 smoothness 9.410320281982422	 sharpness 30.147998809814453
==> Epoch 1968/2000
==> Test
Train Loss 0.16637380421161652	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.150001525878906	 gHg: 47.257232666015625	 smoothness 10.948531150817871	 sharpness 27.7607364654541
==> Epoch 1969/2000
==> Test
Train Loss 0.16418398916721344	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 42.61000061035156	 gHg: 43.1822624206543	 smoothness 8.328654289245605	 sharpness 30.772504806518555
==> Epoch 1970/2000
==> Test
Train Loss 0.18997585773468018	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 42.900001525878906	 gHg: 70.53138732910156	 smoothness 12.120115280151367	 sharpness 32.68683624267578
==> Epoch 1971/2000
==> Test
Train Loss 0.1649651825428009	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 43.08000183105469	 gHg: 68.3930892944336	 smoothness 10.517995834350586	 sharpness 34.84210968017578
==> Epoch 1972/2000
==> Test
Train Loss 0.16421154141426086	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 42.40999984741211	 gHg: 34.441558837890625	 smoothness 11.178207397460938	 sharpness 30.13399887084961
==> Epoch 1973/2000
==> Test
Train Loss 0.1722375601530075	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 42.849998474121094	 gHg: 56.08407211303711	 smoothness 7.084850311279297	 sharpness 32.74811553955078
==> Epoch 1974/2000
==> Test
Train Loss 0.16047939658164978	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.2599983215332	 gHg: 43.07160949707031	 smoothness 12.606500625610352	 sharpness 29.27405548095703
==> Epoch 1975/2000
==> Test
Train Loss 0.1501033753156662	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.02000045776367	 gHg: 39.386627197265625	 smoothness 6.310508728027344	 sharpness 29.733951568603516
==> Epoch 1976/2000
==> Test
Train Loss 0.18737582862377167	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 43.040000915527344	 gHg: 50.98462677001953	 smoothness 14.571687698364258	 sharpness 27.406042098999023
==> Epoch 1977/2000
==> Test
Train Loss 0.16347460448741913	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.029998779296875	 gHg: 25.546600341796875	 smoothness 7.129122734069824	 sharpness 28.05672264099121
==> Epoch 1978/2000
==> Test
Train Loss 0.16890233755111694	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.439998626708984	 gHg: 74.40345001220703	 smoothness 12.736509323120117	 sharpness 31.421066284179688
==> Epoch 1979/2000
==> Test
Train Loss 0.1296742707490921	 Train Accuracy (%): 95.45999908447266 	 Test Accuracy (%): 43.36000061035156	 gHg: 16.17904281616211	 smoothness 9.76783275604248	 sharpness 27.13547706604004
==> Epoch 1980/2000
==> Test
Train Loss 0.17561213672161102	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.459999084472656	 gHg: 43.395774841308594	 smoothness 8.006461143493652	 sharpness 26.714494705200195
==> Epoch 1981/2000
==> Test
Train Loss 0.1586408019065857	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 43.18000030517578	 gHg: 20.007247924804688	 smoothness 8.708613395690918	 sharpness 25.924360275268555
==> Epoch 1982/2000
==> Test
Train Loss 0.16759657859802246	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.22999954223633	 gHg: 56.15276336669922	 smoothness 8.213351249694824	 sharpness 30.66189193725586
==> Epoch 1983/2000
==> Test
Train Loss 0.1529744565486908	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 42.79999923706055	 gHg: 21.17627716064453	 smoothness 10.722151756286621	 sharpness 26.289039611816406
==> Epoch 1984/2000
==> Test
Train Loss 0.16143755614757538	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.2400016784668	 gHg: 29.40062713623047	 smoothness 6.617876052856445	 sharpness 25.151599884033203
==> Epoch 1985/2000
==> Test
Train Loss 0.15579816699028015	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.0	 gHg: 24.203704833984375	 smoothness 10.405113220214844	 sharpness 27.122772216796875
==> Epoch 1986/2000
==> Test
Train Loss 0.1433301866054535	 Train Accuracy (%): 95.22000122070312 	 Test Accuracy (%): 43.15999984741211	 gHg: 17.684574127197266	 smoothness 7.657273292541504	 sharpness 25.839569091796875
==> Epoch 1987/2000
==> Test
Train Loss 0.15376944839954376	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.15999984741211	 gHg: 30.559736251831055	 smoothness 10.203842163085938	 sharpness 34.37333297729492
==> Epoch 1988/2000
==> Test
Train Loss 0.1498192548751831	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.369998931884766	 gHg: 25.557619094848633	 smoothness 9.145943641662598	 sharpness 27.32269287109375
==> Epoch 1989/2000
==> Test
Train Loss 0.1446555107831955	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 43.349998474121094	 gHg: 14.956315994262695	 smoothness 9.946881294250488	 sharpness 25.069238662719727
==> Epoch 1990/2000
==> Test
Train Loss 0.16439048945903778	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.470001220703125	 gHg: 18.720199584960938	 smoothness 7.830305099487305	 sharpness 25.994550704956055
==> Epoch 1991/2000
==> Test
Train Loss 0.14293183386325836	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.31999969482422	 gHg: 16.397899627685547	 smoothness 9.280380249023438	 sharpness 25.521961212158203
==> Epoch 1992/2000
==> Test
Train Loss 0.15285927057266235	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.400001525878906	 gHg: 21.3230037689209	 smoothness 9.711376190185547	 sharpness 25.82489776611328
==> Epoch 1993/2000
==> Test
Train Loss 0.1424444317817688	 Train Accuracy (%): 95.26000213623047 	 Test Accuracy (%): 43.38999938964844	 gHg: 10.252634048461914	 smoothness 8.206082344055176	 sharpness 23.046077728271484
==> Epoch 1994/2000
==> Test
Train Loss 0.1355576366186142	 Train Accuracy (%): 95.26000213623047 	 Test Accuracy (%): 43.45000076293945	 gHg: 17.042821884155273	 smoothness 9.199933052062988	 sharpness 32.806854248046875
==> Epoch 1995/2000
==> Test
Train Loss 0.13961362838745117	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.619998931884766	 gHg: 15.626313209533691	 smoothness 6.898310661315918	 sharpness 23.186847686767578
==> Epoch 1996/2000
==> Test
Train Loss 0.15952619910240173	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.599998474121094	 gHg: 26.71452522277832	 smoothness 11.289491653442383	 sharpness 25.92665672302246
==> Epoch 1997/2000
==> Test
Train Loss 0.14071442186832428	 Train Accuracy (%): 95.05999755859375 	 Test Accuracy (%): 43.560001373291016	 gHg: 12.545371055603027	 smoothness 8.329307556152344	 sharpness 26.273048400878906
==> Epoch 1998/2000
==> Test
Train Loss 0.13779541850090027	 Train Accuracy (%): 95.27999877929688 	 Test Accuracy (%): 43.7400016784668	 gHg: 13.326395988464355	 smoothness 10.146989822387695	 sharpness 24.656248092651367
==> Epoch 1999/2000
==> Test
Train Loss 0.14740413427352905	 Train Accuracy (%): 94.83999633789062 	 Test Accuracy (%): 43.029998779296875	 gHg: 10.964327812194824	 smoothness 6.861968517303467	 sharpness 27.832063674926758
==> Epoch 2000/2000
==> Test
Train Loss 0.1497448831796646	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 43.08000183105469	 gHg: 15.576428413391113	 smoothness 8.514394760131836	 sharpness 26.094234466552734
Finished. Total elapsed time (h:m:s): 1:54:38






++++++++++++++++++++++++++++++Experiment 2++++++++++++++++++++
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/HBF2/logs2/HB9', 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






