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=0, 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 2.3062117099761963	 Train Accuracy (%): 8.479999542236328 	 Test Accuracy (%): 13.760000228881836	 gHg: 0.1741648018360138	 smoothness 0.0	 sharpness 2.5168659687042236
==> Epoch 2/2000
==> Test
Train Loss 2.284376382827759	 Train Accuracy (%): 13.020000457763672 	 Test Accuracy (%): 19.719999313354492	 gHg: 0.09192720800638199	 smoothness 1.6713372468948364	 sharpness 2.4947779178619385
==> Epoch 3/2000
==> Test
Train Loss 2.2471652030944824	 Train Accuracy (%): 19.459999084472656 	 Test Accuracy (%): 21.90999984741211	 gHg: 0.02198793552815914	 smoothness 2.0077643394470215	 sharpness 2.5356616973876953
==> Epoch 4/2000
==> Test
Train Loss 2.2046635150909424	 Train Accuracy (%): 21.280000686645508 	 Test Accuracy (%): 22.360000610351562	 gHg: 0.025547407567501068	 smoothness 1.599331259727478	 sharpness 3.1482038497924805
==> Epoch 5/2000
==> Test
Train Loss 2.1542775630950928	 Train Accuracy (%): 21.719999313354492 	 Test Accuracy (%): 22.84000015258789	 gHg: 0.06731809675693512	 smoothness 1.9550009965896606	 sharpness 4.02249002456665
==> Epoch 6/2000
==> Test
Train Loss 2.11185884475708	 Train Accuracy (%): 23.0 	 Test Accuracy (%): 24.06999969482422	 gHg: 0.23359552025794983	 smoothness 3.1843879222869873	 sharpness 7.315856456756592
==> Epoch 7/2000
==> Test
Train Loss 2.0797815322875977	 Train Accuracy (%): 24.260000228881836 	 Test Accuracy (%): 25.690000534057617	 gHg: 0.9376901388168335	 smoothness 1.3544586896896362	 sharpness 11.004464149475098
==> Epoch 8/2000
==> Test
Train Loss 2.0596530437469482	 Train Accuracy (%): 25.5 	 Test Accuracy (%): 26.790000915527344	 gHg: 1.254538655281067	 smoothness 2.5989203453063965	 sharpness 13.676637649536133
==> Epoch 9/2000
==> Test
Train Loss 2.0355730056762695	 Train Accuracy (%): 25.84000015258789 	 Test Accuracy (%): 28.59000015258789	 gHg: 2.295729875564575	 smoothness 2.757873296737671	 sharpness 16.440162658691406
==> Epoch 10/2000
==> Test
Train Loss 2.002943992614746	 Train Accuracy (%): 28.219999313354492 	 Test Accuracy (%): 29.59000015258789	 gHg: 2.1358072757720947	 smoothness 3.4908506870269775	 sharpness 17.31450080871582
==> Epoch 11/2000
==> Test
Train Loss 1.9806880950927734	 Train Accuracy (%): 28.520000457763672 	 Test Accuracy (%): 29.239999771118164	 gHg: 2.3366758823394775	 smoothness 5.100026607513428	 sharpness 18.51607894897461
==> Epoch 12/2000
==> Test
Train Loss 1.9529249668121338	 Train Accuracy (%): 29.040000915527344 	 Test Accuracy (%): 29.729999542236328	 gHg: 2.4882941246032715	 smoothness 6.059113502502441	 sharpness 19.846370697021484
==> Epoch 13/2000
==> Test
Train Loss 1.9457080364227295	 Train Accuracy (%): 29.299999237060547 	 Test Accuracy (%): 31.34000015258789	 gHg: 3.930241346359253	 smoothness 3.152994394302368	 sharpness 20.632369995117188
==> Epoch 14/2000
==> Test
Train Loss 1.9268888235092163	 Train Accuracy (%): 30.1200008392334 	 Test Accuracy (%): 32.11000061035156	 gHg: 2.4724254608154297	 smoothness 5.359253406524658	 sharpness 21.70166778564453
==> Epoch 15/2000
==> Test
Train Loss 1.9056031703948975	 Train Accuracy (%): 31.540000915527344 	 Test Accuracy (%): 31.15999984741211	 gHg: 2.7968649864196777	 smoothness 6.148655891418457	 sharpness 22.535837173461914
==> Epoch 16/2000
==> Test
Train Loss 1.8977103233337402	 Train Accuracy (%): 31.260000228881836 	 Test Accuracy (%): 31.100000381469727	 gHg: 2.7853596210479736	 smoothness 5.58892297744751	 sharpness 21.207033157348633
==> Epoch 17/2000
==> Test
Train Loss 1.8814339637756348	 Train Accuracy (%): 32.540000915527344 	 Test Accuracy (%): 31.860000610351562	 gHg: 3.2953238487243652	 smoothness 5.850115776062012	 sharpness 24.41408348083496
==> Epoch 18/2000
==> Test
Train Loss 1.8769447803497314	 Train Accuracy (%): 32.34000015258789 	 Test Accuracy (%): 32.65999984741211	 gHg: 5.636070728302002	 smoothness 6.8507161140441895	 sharpness 25.80271339416504
==> Epoch 19/2000
==> Test
Train Loss 1.8504996299743652	 Train Accuracy (%): 32.84000015258789 	 Test Accuracy (%): 33.77000045776367	 gHg: 2.062593936920166	 smoothness 7.451122283935547	 sharpness 25.948165893554688
==> Epoch 20/2000
==> Test
Train Loss 1.8387762308120728	 Train Accuracy (%): 33.540000915527344 	 Test Accuracy (%): 33.970001220703125	 gHg: 3.4197561740875244	 smoothness 7.832705497741699	 sharpness 26.658843994140625
==> Epoch 21/2000
==> Test
Train Loss 1.8239036798477173	 Train Accuracy (%): 33.86000061035156 	 Test Accuracy (%): 34.369998931884766	 gHg: 2.613816499710083	 smoothness 5.323998928070068	 sharpness 26.244260787963867
==> Epoch 22/2000
==> Test
Train Loss 1.809754490852356	 Train Accuracy (%): 34.63999938964844 	 Test Accuracy (%): 35.040000915527344	 gHg: 2.5190131664276123	 smoothness 7.427995204925537	 sharpness 26.93165397644043
==> Epoch 23/2000
==> Test
Train Loss 1.8032519817352295	 Train Accuracy (%): 35.36000061035156 	 Test Accuracy (%): 34.83000183105469	 gHg: 2.5756232738494873	 smoothness 8.395673751831055	 sharpness 28.027029037475586
==> Epoch 24/2000
==> Test
Train Loss 1.7921453714370728	 Train Accuracy (%): 34.7400016784668 	 Test Accuracy (%): 35.72999954223633	 gHg: 2.944364070892334	 smoothness 6.524239540100098	 sharpness 30.01441764831543
==> Epoch 25/2000
==> Test
Train Loss 1.7771950960159302	 Train Accuracy (%): 36.220001220703125 	 Test Accuracy (%): 36.27000045776367	 gHg: 1.5581352710723877	 smoothness 7.824463367462158	 sharpness 30.491161346435547
==> Epoch 26/2000
==> Test
Train Loss 1.7689123153686523	 Train Accuracy (%): 36.220001220703125 	 Test Accuracy (%): 36.52000045776367	 gHg: 4.626044273376465	 smoothness 6.300308704376221	 sharpness 29.980079650878906
==> Epoch 27/2000
==> Test
Train Loss 1.7530388832092285	 Train Accuracy (%): 37.63999938964844 	 Test Accuracy (%): 36.59000015258789	 gHg: 3.068042278289795	 smoothness 9.212215423583984	 sharpness 30.711881637573242
==> Epoch 28/2000
==> Test
Train Loss 1.7457764148712158	 Train Accuracy (%): 37.439998626708984 	 Test Accuracy (%): 36.619998931884766	 gHg: 4.198371410369873	 smoothness 11.10554313659668	 sharpness 29.825698852539062
==> Epoch 29/2000
==> Test
Train Loss 1.7327489852905273	 Train Accuracy (%): 37.63999938964844 	 Test Accuracy (%): 36.90999984741211	 gHg: 2.2710156440734863	 smoothness 7.902294635772705	 sharpness 29.35919189453125
==> Epoch 30/2000
==> Test
Train Loss 1.723759412765503	 Train Accuracy (%): 38.52000045776367 	 Test Accuracy (%): 36.84000015258789	 gHg: 1.5146920680999756	 smoothness 9.340920448303223	 sharpness 27.244653701782227
==> Epoch 31/2000
==> Test
Train Loss 1.7141947746276855	 Train Accuracy (%): 38.880001068115234 	 Test Accuracy (%): 37.63999938964844	 gHg: 2.4506678581237793	 smoothness 7.139074325561523	 sharpness 28.20820426940918
==> Epoch 32/2000
==> Test
Train Loss 1.7083333730697632	 Train Accuracy (%): 38.70000076293945 	 Test Accuracy (%): 38.2599983215332	 gHg: 1.3901278972625732	 smoothness 7.937508583068848	 sharpness 27.709991455078125
==> Epoch 33/2000
==> Test
Train Loss 1.7062816619873047	 Train Accuracy (%): 38.380001068115234 	 Test Accuracy (%): 38.310001373291016	 gHg: 1.8172097206115723	 smoothness 7.2132720947265625	 sharpness 28.400697708129883
==> Epoch 34/2000
==> Test
Train Loss 1.6876245737075806	 Train Accuracy (%): 39.63999938964844 	 Test Accuracy (%): 38.560001373291016	 gHg: 2.4651622772216797	 smoothness 7.952432632446289	 sharpness 29.22161293029785
==> Epoch 35/2000
==> Test
Train Loss 1.6811652183532715	 Train Accuracy (%): 39.560001373291016 	 Test Accuracy (%): 38.45000076293945	 gHg: 2.087021827697754	 smoothness 9.585906028747559	 sharpness 30.378314971923828
==> Epoch 36/2000
==> Test
Train Loss 1.6782373189926147	 Train Accuracy (%): 40.0 	 Test Accuracy (%): 38.68000030517578	 gHg: 2.7165310382843018	 smoothness 9.224438667297363	 sharpness 29.941905975341797
==> Epoch 37/2000
==> Test
Train Loss 1.6643403768539429	 Train Accuracy (%): 40.7599983215332 	 Test Accuracy (%): 38.880001068115234	 gHg: 0.8620016574859619	 smoothness 7.81238317489624	 sharpness 28.80176544189453
==> Epoch 38/2000
==> Test
Train Loss 1.6508915424346924	 Train Accuracy (%): 40.560001373291016 	 Test Accuracy (%): 39.310001373291016	 gHg: 2.3331775665283203	 smoothness 7.413265228271484	 sharpness 32.60124588012695
==> Epoch 39/2000
==> Test
Train Loss 1.6425083875656128	 Train Accuracy (%): 41.18000030517578 	 Test Accuracy (%): 39.81999969482422	 gHg: 4.532077789306641	 smoothness 9.553573608398438	 sharpness 31.95525550842285
==> Epoch 40/2000
==> Test
Train Loss 1.6420533657073975	 Train Accuracy (%): 40.70000076293945 	 Test Accuracy (%): 39.790000915527344	 gHg: 5.02626371383667	 smoothness 12.780712127685547	 sharpness 33.33782196044922
==> Epoch 41/2000
==> Test
Train Loss 1.6368476152420044	 Train Accuracy (%): 41.939998626708984 	 Test Accuracy (%): 39.77000045776367	 gHg: 4.654247283935547	 smoothness 10.642565727233887	 sharpness 34.421138763427734
==> Epoch 42/2000
==> Test
Train Loss 1.6216952800750732	 Train Accuracy (%): 41.31999969482422 	 Test Accuracy (%): 39.529998779296875	 gHg: 3.203028440475464	 smoothness 9.68835735321045	 sharpness 35.49181365966797
==> Epoch 43/2000
==> Test
Train Loss 1.6046993732452393	 Train Accuracy (%): 42.15999984741211 	 Test Accuracy (%): 39.58000183105469	 gHg: 2.727118968963623	 smoothness 10.577926635742188	 sharpness 38.04630661010742
==> Epoch 44/2000
==> Test
Train Loss 1.6170532703399658	 Train Accuracy (%): 41.79999923706055 	 Test Accuracy (%): 39.88999938964844	 gHg: 5.139220714569092	 smoothness 7.765731334686279	 sharpness 37.462318420410156
==> Epoch 45/2000
==> Test
Train Loss 1.6073466539382935	 Train Accuracy (%): 42.119998931884766 	 Test Accuracy (%): 39.83000183105469	 gHg: 14.23476791381836	 smoothness 14.924813270568848	 sharpness 39.38605880737305
==> Epoch 46/2000
==> Test
Train Loss 1.602865219116211	 Train Accuracy (%): 42.29999923706055 	 Test Accuracy (%): 39.900001525878906	 gHg: 16.97641372680664	 smoothness 16.395782470703125	 sharpness 36.94303512573242
==> Epoch 47/2000
==> Test
Train Loss 1.5954941511154175	 Train Accuracy (%): 42.31999969482422 	 Test Accuracy (%): 40.0	 gHg: 15.874105453491211	 smoothness 14.561781883239746	 sharpness 40.2727165222168
==> Epoch 48/2000
==> Test
Train Loss 1.5957791805267334	 Train Accuracy (%): 42.41999816894531 	 Test Accuracy (%): 39.86000061035156	 gHg: 22.10804557800293	 smoothness 16.557130813598633	 sharpness 39.87727737426758
==> Epoch 49/2000
==> Test
Train Loss 1.5864900350570679	 Train Accuracy (%): 42.439998626708984 	 Test Accuracy (%): 40.27000045776367	 gHg: 25.247968673706055	 smoothness 17.107837677001953	 sharpness 41.698978424072266
==> Epoch 50/2000
==> Test
Train Loss 1.5759340524673462	 Train Accuracy (%): 43.7400016784668 	 Test Accuracy (%): 40.68000030517578	 gHg: 26.867630004882812	 smoothness 16.842256546020508	 sharpness 37.72998809814453
==> Epoch 51/2000
==> Test
Train Loss 1.5796570777893066	 Train Accuracy (%): 43.5 	 Test Accuracy (%): 40.7400016784668	 gHg: 37.527923583984375	 smoothness 18.180198669433594	 sharpness 43.22197341918945
==> Epoch 52/2000
==> Test
Train Loss 1.5743151903152466	 Train Accuracy (%): 43.040000915527344 	 Test Accuracy (%): 40.400001525878906	 gHg: 55.83381652832031	 smoothness 19.96589469909668	 sharpness 38.42616271972656
==> Epoch 53/2000
==> Test
Train Loss 1.5773413181304932	 Train Accuracy (%): 43.31999969482422 	 Test Accuracy (%): 41.34000015258789	 gHg: 81.89110565185547	 smoothness 19.746015548706055	 sharpness 46.40700912475586
==> Epoch 54/2000
==> Test
Train Loss 1.5930439233779907	 Train Accuracy (%): 43.0 	 Test Accuracy (%): 40.400001525878906	 gHg: 73.5691909790039	 smoothness 18.920318603515625	 sharpness 40.126277923583984
==> Epoch 55/2000
==> Test
Train Loss 1.5783052444458008	 Train Accuracy (%): 43.779998779296875 	 Test Accuracy (%): 41.04999923706055	 gHg: 49.02206802368164	 smoothness 16.385421752929688	 sharpness 42.033199310302734
==> Epoch 56/2000
==> Test
Train Loss 1.5474088191986084	 Train Accuracy (%): 43.900001525878906 	 Test Accuracy (%): 40.13999938964844	 gHg: 27.6138916015625	 smoothness 14.021356582641602	 sharpness 38.43312454223633
==> Epoch 57/2000
==> Test
Train Loss 1.5564846992492676	 Train Accuracy (%): 44.380001068115234 	 Test Accuracy (%): 40.619998931884766	 gHg: 52.201507568359375	 smoothness 17.3843994140625	 sharpness 39.5359992980957
==> Epoch 58/2000
==> Test
Train Loss 1.5640416145324707	 Train Accuracy (%): 42.97999954223633 	 Test Accuracy (%): 40.84000015258789	 gHg: 66.52225494384766	 smoothness 19.850500106811523	 sharpness 37.347293853759766
==> Epoch 59/2000
==> Test
Train Loss 1.5434638261795044	 Train Accuracy (%): 44.68000030517578 	 Test Accuracy (%): 41.13999938964844	 gHg: 44.948646545410156	 smoothness 16.552736282348633	 sharpness 36.88840866088867
==> Epoch 60/2000
==> Test
Train Loss 1.5439109802246094	 Train Accuracy (%): 44.119998931884766 	 Test Accuracy (%): 40.43000030517578	 gHg: 28.599411010742188	 smoothness 14.142119407653809	 sharpness 34.55406188964844
==> Epoch 61/2000
==> Test
Train Loss 1.5493652820587158	 Train Accuracy (%): 44.400001525878906 	 Test Accuracy (%): 41.220001220703125	 gHg: 34.68196105957031	 smoothness 15.89590835571289	 sharpness 37.86138916015625
==> Epoch 62/2000
==> Test
Train Loss 1.5232059955596924	 Train Accuracy (%): 45.060001373291016 	 Test Accuracy (%): 41.59000015258789	 gHg: 17.040660858154297	 smoothness 13.382523536682129	 sharpness 36.04774856567383
==> Epoch 63/2000
==> Test
Train Loss 1.522143840789795	 Train Accuracy (%): 44.459999084472656 	 Test Accuracy (%): 40.5099983215332	 gHg: 14.343221664428711	 smoothness 10.231417655944824	 sharpness 31.78546905517578
==> Epoch 64/2000
==> Test
Train Loss 1.5327457189559937	 Train Accuracy (%): 44.86000061035156 	 Test Accuracy (%): 41.709999084472656	 gHg: 49.19080352783203	 smoothness 17.64019012451172	 sharpness 39.0368766784668
==> Epoch 65/2000
==> Test
Train Loss 1.5233765840530396	 Train Accuracy (%): 45.779998779296875 	 Test Accuracy (%): 41.93000030517578	 gHg: 24.96432113647461	 smoothness 16.133390426635742	 sharpness 36.864013671875
==> Epoch 66/2000
==> Test
Train Loss 1.4911121129989624	 Train Accuracy (%): 46.63999938964844 	 Test Accuracy (%): 41.11000061035156	 gHg: 3.5259857177734375	 smoothness 9.659969329833984	 sharpness 34.22657012939453
==> Epoch 67/2000
==> Test
Train Loss 1.5098998546600342	 Train Accuracy (%): 45.599998474121094 	 Test Accuracy (%): 41.810001373291016	 gHg: 40.66157531738281	 smoothness 11.530718803405762	 sharpness 37.976829528808594
==> Epoch 68/2000
==> Test
Train Loss 1.5168284177780151	 Train Accuracy (%): 45.79999923706055 	 Test Accuracy (%): 41.65999984741211	 gHg: 35.15719223022461	 smoothness 17.583606719970703	 sharpness 34.95625305175781
==> Epoch 69/2000
==> Test
Train Loss 1.4908312559127808	 Train Accuracy (%): 45.7599983215332 	 Test Accuracy (%): 40.88999938964844	 gHg: 13.246864318847656	 smoothness 11.575996398925781	 sharpness 35.82465744018555
==> Epoch 70/2000
==> Test
Train Loss 1.5029211044311523	 Train Accuracy (%): 46.0 	 Test Accuracy (%): 41.72999954223633	 gHg: 37.60272979736328	 smoothness 10.221226692199707	 sharpness 37.016544342041016
==> Epoch 71/2000
==> Test
Train Loss 1.5208321809768677	 Train Accuracy (%): 45.400001525878906 	 Test Accuracy (%): 41.529998779296875	 gHg: 53.82303237915039	 smoothness 17.59612464904785	 sharpness 33.890472412109375
==> Epoch 72/2000
==> Test
Train Loss 1.4939886331558228	 Train Accuracy (%): 45.91999816894531 	 Test Accuracy (%): 40.97999954223633	 gHg: 30.888729095458984	 smoothness 14.462387084960938	 sharpness 36.42797088623047
==> Epoch 73/2000
==> Test
Train Loss 1.4759260416030884	 Train Accuracy (%): 46.70000076293945 	 Test Accuracy (%): 41.40999984741211	 gHg: 25.753768920898438	 smoothness 10.195521354675293	 sharpness 36.40325164794922
==> Epoch 74/2000
==> Test
Train Loss 1.4972329139709473	 Train Accuracy (%): 45.97999954223633 	 Test Accuracy (%): 41.45000076293945	 gHg: 50.07529830932617	 smoothness 16.66505241394043	 sharpness 34.25146484375
==> Epoch 75/2000
==> Test
Train Loss 1.4804742336273193	 Train Accuracy (%): 46.060001373291016 	 Test Accuracy (%): 41.16999816894531	 gHg: 31.610782623291016	 smoothness 13.660593032836914	 sharpness 36.33301544189453
==> Epoch 76/2000
==> Test
Train Loss 1.4847545623779297	 Train Accuracy (%): 46.68000030517578 	 Test Accuracy (%): 41.900001525878906	 gHg: 49.77016830444336	 smoothness 12.242512702941895	 sharpness 38.38100814819336
==> Epoch 77/2000
==> Test
Train Loss 1.4808582067489624	 Train Accuracy (%): 47.41999816894531 	 Test Accuracy (%): 41.869998931884766	 gHg: 32.660884857177734	 smoothness 15.977231979370117	 sharpness 31.629016876220703
==> Epoch 78/2000
==> Test
Train Loss 1.4764434099197388	 Train Accuracy (%): 46.84000015258789 	 Test Accuracy (%): 41.209999084472656	 gHg: 20.83673095703125	 smoothness 9.078378677368164	 sharpness 31.865589141845703
==> Epoch 79/2000
==> Test
Train Loss 1.4660227298736572	 Train Accuracy (%): 46.959999084472656 	 Test Accuracy (%): 42.70000076293945	 gHg: 67.3306884765625	 smoothness 16.09808349609375	 sharpness 40.001102447509766
==> Epoch 80/2000
==> Test
Train Loss 1.4670445919036865	 Train Accuracy (%): 46.459999084472656 	 Test Accuracy (%): 41.130001068115234	 gHg: 52.94384765625	 smoothness 15.189536094665527	 sharpness 37.688026428222656
==> Epoch 81/2000
==> Test
Train Loss 1.488200068473816	 Train Accuracy (%): 47.0 	 Test Accuracy (%): 41.790000915527344	 gHg: 53.27940368652344	 smoothness 13.163460731506348	 sharpness 32.39191436767578
==> Epoch 82/2000
==> Test
Train Loss 1.4559874534606934	 Train Accuracy (%): 47.18000030517578 	 Test Accuracy (%): 42.38999938964844	 gHg: 41.30644989013672	 smoothness 13.767311096191406	 sharpness 33.93133544921875
==> Epoch 83/2000
==> Test
Train Loss 1.4630979299545288	 Train Accuracy (%): 47.060001373291016 	 Test Accuracy (%): 41.5099983215332	 gHg: 52.19280242919922	 smoothness 12.26208782196045	 sharpness 36.190677642822266
==> Epoch 84/2000
==> Test
Train Loss 1.4704838991165161	 Train Accuracy (%): 47.15999984741211 	 Test Accuracy (%): 42.02000045776367	 gHg: 31.728910446166992	 smoothness 14.133408546447754	 sharpness 30.628894805908203
==> Epoch 85/2000
==> Test
Train Loss 1.4535064697265625	 Train Accuracy (%): 47.58000183105469 	 Test Accuracy (%): 42.65999984741211	 gHg: 33.0679931640625	 smoothness 10.170464515686035	 sharpness 32.69385528564453
==> Epoch 86/2000
==> Test
Train Loss 1.4429012537002563	 Train Accuracy (%): 47.58000183105469 	 Test Accuracy (%): 42.5099983215332	 gHg: 27.616003036499023	 smoothness 14.89782428741455	 sharpness 30.27933120727539
==> Epoch 87/2000
==> Test
Train Loss 1.4369474649429321	 Train Accuracy (%): 48.41999816894531 	 Test Accuracy (%): 42.15999984741211	 gHg: 26.322444915771484	 smoothness 9.478982925415039	 sharpness 32.854366302490234
==> Epoch 88/2000
==> Test
Train Loss 1.4399899244308472	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 42.70000076293945	 gHg: 38.38323211669922	 smoothness 14.567142486572266	 sharpness 30.802085876464844
==> Epoch 89/2000
==> Test
Train Loss 1.4351325035095215	 Train Accuracy (%): 48.15999984741211 	 Test Accuracy (%): 42.529998779296875	 gHg: 28.6389217376709	 smoothness 12.97422981262207	 sharpness 33.670928955078125
==> Epoch 90/2000
==> Test
Train Loss 1.422560691833496	 Train Accuracy (%): 48.86000061035156 	 Test Accuracy (%): 42.72999954223633	 gHg: 21.751569747924805	 smoothness 11.277939796447754	 sharpness 31.46019172668457
==> Epoch 91/2000
==> Test
Train Loss 1.4371161460876465	 Train Accuracy (%): 46.63999938964844 	 Test Accuracy (%): 43.29999923706055	 gHg: 45.389156341552734	 smoothness 11.916711807250977	 sharpness 31.72462272644043
==> Epoch 92/2000
==> Test
Train Loss 1.4348194599151611	 Train Accuracy (%): 48.52000045776367 	 Test Accuracy (%): 43.880001068115234	 gHg: 27.519817352294922	 smoothness 15.069392204284668	 sharpness 34.91122055053711
==> Epoch 93/2000
==> Test
Train Loss 1.4039838314056396	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 42.029998779296875	 gHg: 16.20183563232422	 smoothness 7.536715030670166	 sharpness 32.30403137207031
==> Epoch 94/2000
==> Test
Train Loss 1.419669508934021	 Train Accuracy (%): 48.31999969482422 	 Test Accuracy (%): 43.560001373291016	 gHg: 49.146324157714844	 smoothness 17.79298973083496	 sharpness 32.68452072143555
==> Epoch 95/2000
==> Test
Train Loss 1.3969908952713013	 Train Accuracy (%): 50.0 	 Test Accuracy (%): 43.45000076293945	 gHg: 12.140501976013184	 smoothness 12.621697425842285	 sharpness 34.608154296875
==> Epoch 96/2000
==> Test
Train Loss 1.394943118095398	 Train Accuracy (%): 49.81999969482422 	 Test Accuracy (%): 42.5	 gHg: 13.480209350585938	 smoothness 7.191336631774902	 sharpness 33.626766204833984
==> Epoch 97/2000
==> Test
Train Loss 1.3820420503616333	 Train Accuracy (%): 49.91999816894531 	 Test Accuracy (%): 42.58000183105469	 gHg: 18.257596969604492	 smoothness 13.093973159790039	 sharpness 34.025691986083984
==> Epoch 98/2000
==> Test
Train Loss 1.3924612998962402	 Train Accuracy (%): 50.08000183105469 	 Test Accuracy (%): 43.66999816894531	 gHg: 22.644685745239258	 smoothness 11.153925895690918	 sharpness 39.03276824951172
==> Epoch 99/2000
==> Test
Train Loss 1.3981599807739258	 Train Accuracy (%): 49.65999984741211 	 Test Accuracy (%): 41.900001525878906	 gHg: 69.30381774902344	 smoothness 17.00428581237793	 sharpness 40.567352294921875
==> Epoch 100/2000
==> Test
Train Loss 1.4070625305175781	 Train Accuracy (%): 49.459999084472656 	 Test Accuracy (%): 43.560001373291016	 gHg: 46.2648811340332	 smoothness 17.8613224029541	 sharpness 39.27223205566406
==> Epoch 101/2000
==> Test
Train Loss 1.3701006174087524	 Train Accuracy (%): 51.439998626708984 	 Test Accuracy (%): 43.310001373291016	 gHg: 19.22638702392578	 smoothness 11.140742301940918	 sharpness 32.82890319824219
==> Epoch 102/2000
==> Test
Train Loss 1.385757565498352	 Train Accuracy (%): 49.7599983215332 	 Test Accuracy (%): 42.45000076293945	 gHg: 67.72681427001953	 smoothness 13.259210586547852	 sharpness 42.682491302490234
==> Epoch 103/2000
==> Test
Train Loss 1.400502324104309	 Train Accuracy (%): 49.7400016784668 	 Test Accuracy (%): 43.22999954223633	 gHg: 77.43343353271484	 smoothness 14.791077613830566	 sharpness 38.7090950012207
==> Epoch 104/2000
==> Test
Train Loss 1.429792881011963	 Train Accuracy (%): 48.380001068115234 	 Test Accuracy (%): 42.59000015258789	 gHg: 101.15108489990234	 smoothness 15.380880355834961	 sharpness 36.07352066040039
==> Epoch 105/2000
==> Test
Train Loss 1.4308053255081177	 Train Accuracy (%): 48.34000015258789 	 Test Accuracy (%): 42.38999938964844	 gHg: 90.0550308227539	 smoothness 14.959532737731934	 sharpness 34.6670036315918
==> Epoch 106/2000
==> Test
Train Loss 1.3959330320358276	 Train Accuracy (%): 49.459999084472656 	 Test Accuracy (%): 42.630001068115234	 gHg: 82.13792419433594	 smoothness 13.255486488342285	 sharpness 36.10164260864258
==> Epoch 107/2000
==> Test
Train Loss 1.4043720960617065	 Train Accuracy (%): 49.439998626708984 	 Test Accuracy (%): 42.72999954223633	 gHg: 67.78488159179688	 smoothness 12.092086791992188	 sharpness 30.612340927124023
==> Epoch 108/2000
==> Test
Train Loss 1.401444911956787	 Train Accuracy (%): 49.68000030517578 	 Test Accuracy (%): 43.290000915527344	 gHg: 46.98876953125	 smoothness 13.44144344329834	 sharpness 31.826942443847656
==> Epoch 109/2000
==> Test
Train Loss 1.401887059211731	 Train Accuracy (%): 49.47999954223633 	 Test Accuracy (%): 42.709999084472656	 gHg: 43.833106994628906	 smoothness 10.037872314453125	 sharpness 31.56432342529297
==> Epoch 110/2000
==> Test
Train Loss 1.3751819133758545	 Train Accuracy (%): 50.18000030517578 	 Test Accuracy (%): 44.119998931884766	 gHg: 39.82742691040039	 smoothness 14.010496139526367	 sharpness 27.91269874572754
==> Epoch 111/2000
==> Test
Train Loss 1.352367639541626	 Train Accuracy (%): 51.63999938964844 	 Test Accuracy (%): 44.15999984741211	 gHg: 12.155391693115234	 smoothness 8.556498527526855	 sharpness 27.93288230895996
==> Epoch 112/2000
==> Test
Train Loss 1.365814208984375	 Train Accuracy (%): 51.2400016784668 	 Test Accuracy (%): 43.709999084472656	 gHg: 20.576213836669922	 smoothness 12.433462142944336	 sharpness 29.374404907226562
==> Epoch 113/2000
==> Test
Train Loss 1.3580726385116577	 Train Accuracy (%): 51.119998931884766 	 Test Accuracy (%): 43.400001525878906	 gHg: 22.583820343017578	 smoothness 8.254302978515625	 sharpness 31.577608108520508
==> Epoch 114/2000
==> Test
Train Loss 1.3394789695739746	 Train Accuracy (%): 52.34000015258789 	 Test Accuracy (%): 43.91999816894531	 gHg: 13.881085395812988	 smoothness 13.681188583374023	 sharpness 29.660247802734375
==> Epoch 115/2000
==> Test
Train Loss 1.349300503730774	 Train Accuracy (%): 51.599998474121094 	 Test Accuracy (%): 43.150001525878906	 gHg: 13.773076057434082	 smoothness 4.856400012969971	 sharpness 31.168668746948242
==> Epoch 116/2000
==> Test
Train Loss 1.3538542985916138	 Train Accuracy (%): 51.119998931884766 	 Test Accuracy (%): 44.099998474121094	 gHg: 29.273590087890625	 smoothness 15.779932975769043	 sharpness 35.56422805786133
==> Epoch 117/2000
==> Test
Train Loss 1.3357590436935425	 Train Accuracy (%): 51.939998626708984 	 Test Accuracy (%): 43.619998931884766	 gHg: 15.49461555480957	 smoothness 9.657443046569824	 sharpness 31.7598876953125
==> Epoch 118/2000
==> Test
Train Loss 1.3340901136398315	 Train Accuracy (%): 52.040000915527344 	 Test Accuracy (%): 43.90999984741211	 gHg: 14.266155242919922	 smoothness 14.066437721252441	 sharpness 35.24520492553711
==> Epoch 119/2000
==> Test
Train Loss 1.3261991739273071	 Train Accuracy (%): 52.15999984741211 	 Test Accuracy (%): 43.66999816894531	 gHg: 9.555316925048828	 smoothness 6.650885581970215	 sharpness 34.26791000366211
==> Epoch 120/2000
==> Test
Train Loss 1.3230210542678833	 Train Accuracy (%): 52.31999969482422 	 Test Accuracy (%): 43.25	 gHg: 25.38207244873047	 smoothness 14.143824577331543	 sharpness 33.59972381591797
==> Epoch 121/2000
==> Test
Train Loss 1.3158594369888306	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 43.400001525878906	 gHg: 20.421642303466797	 smoothness 12.436895370483398	 sharpness 35.54442596435547
==> Epoch 122/2000
==> Test
Train Loss 1.3152693510055542	 Train Accuracy (%): 52.040000915527344 	 Test Accuracy (%): 43.63999938964844	 gHg: 27.97281265258789	 smoothness 13.229765892028809	 sharpness 38.02973937988281
==> Epoch 123/2000
==> Test
Train Loss 1.3254199028015137	 Train Accuracy (%): 52.86000061035156 	 Test Accuracy (%): 44.04999923706055	 gHg: 28.414493560791016	 smoothness 12.956293106079102	 sharpness 40.15855407714844
==> Epoch 124/2000
==> Test
Train Loss 1.3156541585922241	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 43.33000183105469	 gHg: 58.62680435180664	 smoothness 16.502155303955078	 sharpness 41.277854919433594
==> Epoch 125/2000
==> Test
Train Loss 1.3260498046875	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 42.9900016784668	 gHg: 65.09162902832031	 smoothness 17.608348846435547	 sharpness 40.240135192871094
==> Epoch 126/2000
==> Test
Train Loss 1.3183742761611938	 Train Accuracy (%): 52.20000076293945 	 Test Accuracy (%): 43.63999938964844	 gHg: 70.50492858886719	 smoothness 16.770299911499023	 sharpness 38.29680252075195
==> Epoch 127/2000
==> Test
Train Loss 1.312298059463501	 Train Accuracy (%): 54.0 	 Test Accuracy (%): 43.439998626708984	 gHg: 31.17658233642578	 smoothness 14.987528800964355	 sharpness 37.59014892578125
==> Epoch 128/2000
==> Test
Train Loss 1.2938728332519531	 Train Accuracy (%): 53.619998931884766 	 Test Accuracy (%): 43.900001525878906	 gHg: 14.280256271362305	 smoothness 8.956267356872559	 sharpness 32.30021286010742
==> Epoch 129/2000
==> Test
Train Loss 1.3107982873916626	 Train Accuracy (%): 52.380001068115234 	 Test Accuracy (%): 43.63999938964844	 gHg: 37.946781158447266	 smoothness 14.866326332092285	 sharpness 36.13077926635742
==> Epoch 130/2000
==> Test
Train Loss 1.3139396905899048	 Train Accuracy (%): 52.560001373291016 	 Test Accuracy (%): 43.900001525878906	 gHg: 35.99888610839844	 smoothness 14.97119426727295	 sharpness 37.223148345947266
==> Epoch 131/2000
==> Test
Train Loss 1.2804486751556396	 Train Accuracy (%): 53.18000030517578 	 Test Accuracy (%): 44.529998779296875	 gHg: 15.292545318603516	 smoothness 12.688802719116211	 sharpness 33.795223236083984
==> Epoch 132/2000
==> Test
Train Loss 1.2964531183242798	 Train Accuracy (%): 52.86000061035156 	 Test Accuracy (%): 44.15999984741211	 gHg: 13.343108177185059	 smoothness 8.696266174316406	 sharpness 35.10737991333008
==> Epoch 133/2000
==> Test
Train Loss 1.2793183326721191	 Train Accuracy (%): 54.060001373291016 	 Test Accuracy (%): 44.380001068115234	 gHg: 28.148387908935547	 smoothness 13.853907585144043	 sharpness 36.48809051513672
==> Epoch 134/2000
==> Test
Train Loss 1.2762807607650757	 Train Accuracy (%): 54.220001220703125 	 Test Accuracy (%): 44.25	 gHg: 18.56939697265625	 smoothness 13.871990203857422	 sharpness 36.07617950439453
==> Epoch 135/2000
==> Test
Train Loss 1.2603787183761597	 Train Accuracy (%): 54.7400016784668 	 Test Accuracy (%): 44.45000076293945	 gHg: 7.039999008178711	 smoothness 10.741450309753418	 sharpness 35.47718048095703
==> Epoch 136/2000
==> Test
Train Loss 1.2615505456924438	 Train Accuracy (%): 55.68000030517578 	 Test Accuracy (%): 44.38999938964844	 gHg: 17.55695343017578	 smoothness 10.603443145751953	 sharpness 36.32555389404297
==> Epoch 137/2000
==> Test
Train Loss 1.2683337926864624	 Train Accuracy (%): 54.2400016784668 	 Test Accuracy (%): 44.189998626708984	 gHg: 22.57062339782715	 smoothness 14.127713203430176	 sharpness 38.21657943725586
==> Epoch 138/2000
==> Test
Train Loss 1.2535101175308228	 Train Accuracy (%): 54.70000076293945 	 Test Accuracy (%): 44.68000030517578	 gHg: 29.86366081237793	 smoothness 14.765832901000977	 sharpness 37.98746871948242
==> Epoch 139/2000
==> Test
Train Loss 1.2594066858291626	 Train Accuracy (%): 54.81999969482422 	 Test Accuracy (%): 44.369998931884766	 gHg: 27.866256713867188	 smoothness 15.452301979064941	 sharpness 38.2635383605957
==> Epoch 140/2000
==> Test
Train Loss 1.2503657341003418	 Train Accuracy (%): 54.7599983215332 	 Test Accuracy (%): 44.25	 gHg: 11.593033790588379	 smoothness 12.057381629943848	 sharpness 38.22296142578125
==> Epoch 141/2000
==> Test
Train Loss 1.2484830617904663	 Train Accuracy (%): 55.939998626708984 	 Test Accuracy (%): 44.70000076293945	 gHg: 18.774396896362305	 smoothness 10.181057929992676	 sharpness 37.87687683105469
==> Epoch 142/2000
==> Test
Train Loss 1.2565264701843262	 Train Accuracy (%): 54.380001068115234 	 Test Accuracy (%): 44.15999984741211	 gHg: 30.636173248291016	 smoothness 16.44554328918457	 sharpness 38.77893829345703
==> Epoch 143/2000
==> Test
Train Loss 1.2273670434951782	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 44.72999954223633	 gHg: 24.431081771850586	 smoothness 14.357382774353027	 sharpness 38.311275482177734
==> Epoch 144/2000
==> Test
Train Loss 1.2401546239852905	 Train Accuracy (%): 55.220001220703125 	 Test Accuracy (%): 44.0099983215332	 gHg: 22.64528465270996	 smoothness 13.191693305969238	 sharpness 41.484066009521484
==> Epoch 145/2000
==> Test
Train Loss 1.2272752523422241	 Train Accuracy (%): 56.099998474121094 	 Test Accuracy (%): 44.220001220703125	 gHg: 15.775236129760742	 smoothness 12.938331604003906	 sharpness 39.05430603027344
==> Epoch 146/2000
==> Test
Train Loss 1.250386357307434	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 45.029998779296875	 gHg: 15.4500732421875	 smoothness 11.266606330871582	 sharpness 36.17000961303711
==> Epoch 147/2000
==> Test
Train Loss 1.233529806137085	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 44.59000015258789	 gHg: 15.042680740356445	 smoothness 12.352248191833496	 sharpness 39.79248046875
==> Epoch 148/2000
==> Test
Train Loss 1.2218868732452393	 Train Accuracy (%): 55.880001068115234 	 Test Accuracy (%): 44.369998931884766	 gHg: 15.177995681762695	 smoothness 12.833245277404785	 sharpness 39.7373161315918
==> Epoch 149/2000
==> Test
Train Loss 1.2225533723831177	 Train Accuracy (%): 56.779998779296875 	 Test Accuracy (%): 44.93000030517578	 gHg: 16.961273193359375	 smoothness 10.90191650390625	 sharpness 38.54523849487305
==> Epoch 150/2000
==> Test
Train Loss 1.2257033586502075	 Train Accuracy (%): 55.68000030517578 	 Test Accuracy (%): 43.93000030517578	 gHg: 26.105205535888672	 smoothness 13.944132804870605	 sharpness 39.601043701171875
==> Epoch 151/2000
==> Test
Train Loss 1.2364972829818726	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 44.72999954223633	 gHg: 51.69196319580078	 smoothness 15.821282386779785	 sharpness 42.956329345703125
==> Epoch 152/2000
==> Test
Train Loss 1.2339458465576172	 Train Accuracy (%): 55.5 	 Test Accuracy (%): 44.11000061035156	 gHg: 86.01437377929688	 smoothness 17.75250816345215	 sharpness 44.425106048583984
==> Epoch 153/2000
==> Test
Train Loss 1.2607465982437134	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 43.45000076293945	 gHg: 165.96893310546875	 smoothness 18.97809600830078	 sharpness 49.43791198730469
==> Epoch 154/2000
==> Test
Train Loss 1.3071529865264893	 Train Accuracy (%): 53.099998474121094 	 Test Accuracy (%): 42.41999816894531	 gHg: 227.36260986328125	 smoothness 19.947298049926758	 sharpness 45.38265609741211
==> Epoch 155/2000
==> Test
Train Loss 1.3004716634750366	 Train Accuracy (%): 52.459999084472656 	 Test Accuracy (%): 43.7400016784668	 gHg: 203.84890747070312	 smoothness 18.046545028686523	 sharpness 42.00546646118164
==> Epoch 156/2000
==> Test
Train Loss 1.2457793951034546	 Train Accuracy (%): 54.540000915527344 	 Test Accuracy (%): 44.7400016784668	 gHg: 55.719207763671875	 smoothness 13.956871032714844	 sharpness 35.337554931640625
==> Epoch 157/2000
==> Test
Train Loss 1.2225114107131958	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 43.849998474121094	 gHg: 22.06458282470703	 smoothness 7.7267889976501465	 sharpness 38.42464828491211
==> Epoch 158/2000
==> Test
Train Loss 1.2768784761428833	 Train Accuracy (%): 53.63999938964844 	 Test Accuracy (%): 44.939998626708984	 gHg: 110.50553894042969	 smoothness 16.070608139038086	 sharpness 34.885498046875
==> Epoch 159/2000
==> Test
Train Loss 1.23448646068573	 Train Accuracy (%): 55.5 	 Test Accuracy (%): 44.970001220703125	 gHg: 40.630638122558594	 smoothness 14.310771942138672	 sharpness 32.8040657043457
==> Epoch 160/2000
==> Test
Train Loss 1.2324650287628174	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 44.220001220703125	 gHg: 31.484317779541016	 smoothness 7.336495876312256	 sharpness 34.18250274658203
==> Epoch 161/2000
==> Test
Train Loss 1.233945608139038	 Train Accuracy (%): 55.619998931884766 	 Test Accuracy (%): 43.7400016784668	 gHg: 59.23329544067383	 smoothness 14.432965278625488	 sharpness 41.179344177246094
==> Epoch 162/2000
==> Test
Train Loss 1.2244932651519775	 Train Accuracy (%): 56.040000915527344 	 Test Accuracy (%): 43.90999984741211	 gHg: 38.93819046020508	 smoothness 12.231821060180664	 sharpness 36.91872787475586
==> Epoch 163/2000
==> Test
Train Loss 1.2198143005371094	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 43.900001525878906	 gHg: 36.039451599121094	 smoothness 11.931598663330078	 sharpness 33.490394592285156
==> Epoch 164/2000
==> Test
Train Loss 1.219683051109314	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 44.93000030517578	 gHg: 59.79849624633789	 smoothness 12.212481498718262	 sharpness 40.983375549316406
==> Epoch 165/2000
==> Test
Train Loss 1.2196376323699951	 Train Accuracy (%): 56.0 	 Test Accuracy (%): 43.59000015258789	 gHg: 46.92512893676758	 smoothness 12.415356636047363	 sharpness 42.090755462646484
==> Epoch 166/2000
==> Test
Train Loss 1.234205722808838	 Train Accuracy (%): 56.0 	 Test Accuracy (%): 44.91999816894531	 gHg: 48.432193756103516	 smoothness 13.164104461669922	 sharpness 34.394798278808594
==> Epoch 167/2000
==> Test
Train Loss 1.1957240104675293	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 44.90999984741211	 gHg: 31.790958404541016	 smoothness 11.695457458496094	 sharpness 34.984989166259766
==> Epoch 168/2000
==> Test
Train Loss 1.222902774810791	 Train Accuracy (%): 55.220001220703125 	 Test Accuracy (%): 44.0	 gHg: 81.0732650756836	 smoothness 12.722270965576172	 sharpness 41.57846450805664
==> Epoch 169/2000
==> Test
Train Loss 1.2294518947601318	 Train Accuracy (%): 54.900001525878906 	 Test Accuracy (%): 44.41999816894531	 gHg: 73.43389892578125	 smoothness 14.774083137512207	 sharpness 39.41289138793945
==> Epoch 170/2000
==> Test
Train Loss 1.237076759338379	 Train Accuracy (%): 55.58000183105469 	 Test Accuracy (%): 45.0099983215332	 gHg: 53.063880920410156	 smoothness 13.418135643005371	 sharpness 33.306175231933594
==> Epoch 171/2000
==> Test
Train Loss 1.2047359943389893	 Train Accuracy (%): 55.880001068115234 	 Test Accuracy (%): 43.34000015258789	 gHg: 60.15319061279297	 smoothness 11.647160530090332	 sharpness 33.929569244384766
==> Epoch 172/2000
==> Test
Train Loss 1.237017035484314	 Train Accuracy (%): 54.79999923706055 	 Test Accuracy (%): 45.060001373291016	 gHg: 161.69683837890625	 smoothness 15.633848190307617	 sharpness 46.83237838745117
==> Epoch 173/2000
==> Test
Train Loss 1.2267541885375977	 Train Accuracy (%): 55.880001068115234 	 Test Accuracy (%): 44.349998474121094	 gHg: 55.39094543457031	 smoothness 14.444942474365234	 sharpness 31.224824905395508
==> Epoch 174/2000
==> Test
Train Loss 1.2426834106445312	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 44.81999969482422	 gHg: 81.22599029541016	 smoothness 11.33707046508789	 sharpness 32.98588943481445
==> Epoch 175/2000
==> Test
Train Loss 1.1964735984802246	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 45.380001068115234	 gHg: 56.45985412597656	 smoothness 13.349920272827148	 sharpness 35.69826889038086
==> Epoch 176/2000
==> Test
Train Loss 1.2116172313690186	 Train Accuracy (%): 55.880001068115234 	 Test Accuracy (%): 43.290000915527344	 gHg: 60.827388763427734	 smoothness 9.777219772338867	 sharpness 33.44971466064453
==> Epoch 177/2000
==> Test
Train Loss 1.2053487300872803	 Train Accuracy (%): 55.81999969482422 	 Test Accuracy (%): 44.880001068115234	 gHg: 57.21958923339844	 smoothness 14.816166877746582	 sharpness 30.864490509033203
==> Epoch 178/2000
==> Test
Train Loss 1.184592604637146	 Train Accuracy (%): 56.81999969482422 	 Test Accuracy (%): 44.720001220703125	 gHg: 20.047088623046875	 smoothness 9.874472618103027	 sharpness 30.075315475463867
==> Epoch 179/2000
==> Test
Train Loss 1.1874488592147827	 Train Accuracy (%): 55.599998474121094 	 Test Accuracy (%): 44.459999084472656	 gHg: 53.3140869140625	 smoothness 9.783689498901367	 sharpness 30.29267692565918
==> Epoch 180/2000
==> Test
Train Loss 1.1801122426986694	 Train Accuracy (%): 56.459999084472656 	 Test Accuracy (%): 43.90999984741211	 gHg: 57.79460906982422	 smoothness 14.919065475463867	 sharpness 35.410587310791016
==> Epoch 181/2000
==> Test
Train Loss 1.1750364303588867	 Train Accuracy (%): 56.97999954223633 	 Test Accuracy (%): 43.959999084472656	 gHg: 28.033132553100586	 smoothness 11.077400207519531	 sharpness 30.888816833496094
==> Epoch 182/2000
==> Test
Train Loss 1.1841766834259033	 Train Accuracy (%): 57.20000076293945 	 Test Accuracy (%): 44.72999954223633	 gHg: 34.58816909790039	 smoothness 12.000835418701172	 sharpness 32.10082244873047
==> Epoch 183/2000
==> Test
Train Loss 1.1574345827102661	 Train Accuracy (%): 58.060001373291016 	 Test Accuracy (%): 44.33000183105469	 gHg: 24.335641860961914	 smoothness 10.723162651062012	 sharpness 34.17342758178711
==> Epoch 184/2000
==> Test
Train Loss 1.1867884397506714	 Train Accuracy (%): 56.7400016784668 	 Test Accuracy (%): 44.439998626708984	 gHg: 58.41611099243164	 smoothness 13.054609298706055	 sharpness 36.88797378540039
==> Epoch 185/2000
==> Test
Train Loss 1.1521445512771606	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 44.459999084472656	 gHg: 37.99344253540039	 smoothness 14.657417297363281	 sharpness 34.292747497558594
==> Epoch 186/2000
==> Test
Train Loss 1.1492174863815308	 Train Accuracy (%): 58.29999923706055 	 Test Accuracy (%): 44.27000045776367	 gHg: 15.112983703613281	 smoothness 9.52076244354248	 sharpness 32.17348098754883
==> Epoch 187/2000
==> Test
Train Loss 1.1519888639450073	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 45.08000183105469	 gHg: 36.986263275146484	 smoothness 10.786598205566406	 sharpness 36.65025329589844
==> Epoch 188/2000
==> Test
Train Loss 1.1486402750015259	 Train Accuracy (%): 58.70000076293945 	 Test Accuracy (%): 45.20000076293945	 gHg: 39.616111755371094	 smoothness 13.35379695892334	 sharpness 34.90948486328125
==> Epoch 189/2000
==> Test
Train Loss 1.143497347831726	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 45.72999954223633	 gHg: 49.926513671875	 smoothness 13.214254379272461	 sharpness 36.69477462768555
==> Epoch 190/2000
==> Test
Train Loss 1.1580522060394287	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 45.7400016784668	 gHg: 29.756729125976562	 smoothness 14.398833274841309	 sharpness 32.65300750732422
==> Epoch 191/2000
==> Test
Train Loss 1.1424165964126587	 Train Accuracy (%): 58.52000045776367 	 Test Accuracy (%): 44.38999938964844	 gHg: 20.75136947631836	 smoothness 7.780200004577637	 sharpness 37.89153289794922
==> Epoch 192/2000
==> Test
Train Loss 1.140275239944458	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 44.9900016784668	 gHg: 71.57759857177734	 smoothness 14.77577018737793	 sharpness 40.096168518066406
==> Epoch 193/2000
==> Test
Train Loss 1.1480488777160645	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 44.15999984741211	 gHg: 44.46310806274414	 smoothness 14.624262809753418	 sharpness 35.062294006347656
==> Epoch 194/2000
==> Test
Train Loss 1.142869234085083	 Train Accuracy (%): 59.0 	 Test Accuracy (%): 44.279998779296875	 gHg: 28.853858947753906	 smoothness 10.976449012756348	 sharpness 37.364933013916016
==> Epoch 195/2000
==> Test
Train Loss 1.1308764219284058	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 45.130001068115234	 gHg: 32.66521453857422	 smoothness 11.48587703704834	 sharpness 36.7376708984375
==> Epoch 196/2000
==> Test
Train Loss 1.1172666549682617	 Train Accuracy (%): 59.91999816894531 	 Test Accuracy (%): 44.529998779296875	 gHg: 30.073543548583984	 smoothness 13.260934829711914	 sharpness 34.766902923583984
==> Epoch 197/2000
==> Test
Train Loss 1.1068215370178223	 Train Accuracy (%): 61.15999984741211 	 Test Accuracy (%): 44.650001525878906	 gHg: 20.476083755493164	 smoothness 11.471656799316406	 sharpness 36.38835144042969
==> Epoch 198/2000
==> Test
Train Loss 1.1148890256881714	 Train Accuracy (%): 59.91999816894531 	 Test Accuracy (%): 44.68000030517578	 gHg: 18.486238479614258	 smoothness 11.3344087600708	 sharpness 36.68122100830078
==> Epoch 199/2000
==> Test
Train Loss 1.098181962966919	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 43.529998779296875	 gHg: 24.12331771850586	 smoothness 9.778822898864746	 sharpness 37.5489501953125
==> Epoch 200/2000
==> Test
Train Loss 1.1155223846435547	 Train Accuracy (%): 60.20000076293945 	 Test Accuracy (%): 44.540000915527344	 gHg: 40.96862030029297	 smoothness 14.687853813171387	 sharpness 40.8365592956543
==> Epoch 201/2000
==> Test
Train Loss 1.1065185070037842	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 44.41999816894531	 gHg: 36.42514419555664	 smoothness 14.117623329162598	 sharpness 36.241939544677734
==> Epoch 202/2000
==> Test
Train Loss 1.110295057296753	 Train Accuracy (%): 59.41999816894531 	 Test Accuracy (%): 43.970001220703125	 gHg: 33.26263427734375	 smoothness 12.787297248840332	 sharpness 37.9813346862793
==> Epoch 203/2000
==> Test
Train Loss 1.0953782796859741	 Train Accuracy (%): 60.18000030517578 	 Test Accuracy (%): 44.689998626708984	 gHg: 28.51375961303711	 smoothness 12.664154052734375	 sharpness 42.08818435668945
==> Epoch 204/2000
==> Test
Train Loss 1.1060528755187988	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 44.68000030517578	 gHg: 24.22247314453125	 smoothness 11.947317123413086	 sharpness 36.39724349975586
==> Epoch 205/2000
==> Test
Train Loss 1.091145634651184	 Train Accuracy (%): 59.79999923706055 	 Test Accuracy (%): 44.439998626708984	 gHg: 47.7733268737793	 smoothness 12.511035919189453	 sharpness 39.24974060058594
==> Epoch 206/2000
==> Test
Train Loss 1.1316096782684326	 Train Accuracy (%): 58.599998474121094 	 Test Accuracy (%): 44.720001220703125	 gHg: 60.79872131347656	 smoothness 16.860727310180664	 sharpness 40.94203567504883
==> Epoch 207/2000
==> Test
Train Loss 1.1133275032043457	 Train Accuracy (%): 60.18000030517578 	 Test Accuracy (%): 45.52000045776367	 gHg: 81.72664642333984	 smoothness 14.382479667663574	 sharpness 42.50187301635742
==> Epoch 208/2000
==> Test
Train Loss 1.117060661315918	 Train Accuracy (%): 59.619998931884766 	 Test Accuracy (%): 44.380001068115234	 gHg: 54.21192169189453	 smoothness 16.138837814331055	 sharpness 40.87909698486328
==> Epoch 209/2000
==> Test
Train Loss 1.0852760076522827	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 44.13999938964844	 gHg: 20.109872817993164	 smoothness 11.55738353729248	 sharpness 36.3140869140625
==> Epoch 210/2000
==> Test
Train Loss 1.1129482984542847	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 45.08000183105469	 gHg: 100.46941375732422	 smoothness 8.624923706054688	 sharpness 43.552085876464844
==> Epoch 211/2000
==> Test
Train Loss 1.1383376121520996	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 43.5	 gHg: 88.39918518066406	 smoothness 16.816837310791016	 sharpness 42.3693962097168
==> Epoch 212/2000
==> Test
Train Loss 1.1303141117095947	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 44.33000183105469	 gHg: 65.646484375	 smoothness 12.531973838806152	 sharpness 37.17203903198242
==> Epoch 213/2000
==> Test
Train Loss 1.1331603527069092	 Train Accuracy (%): 59.02000045776367 	 Test Accuracy (%): 44.77000045776367	 gHg: 154.16436767578125	 smoothness 12.782289505004883	 sharpness 42.88106155395508
==> Epoch 214/2000
==> Test
Train Loss 1.1930413246154785	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 43.189998626708984	 gHg: 205.842529296875	 smoothness 15.454768180847168	 sharpness 42.83359146118164
==> Epoch 215/2000
==> Test
Train Loss 1.1886868476867676	 Train Accuracy (%): 56.08000183105469 	 Test Accuracy (%): 44.189998626708984	 gHg: 110.39230346679688	 smoothness 14.327584266662598	 sharpness 39.42116928100586
==> Epoch 216/2000
==> Test
Train Loss 1.1897456645965576	 Train Accuracy (%): 55.779998779296875 	 Test Accuracy (%): 44.91999816894531	 gHg: 107.71310424804688	 smoothness 11.753341674804688	 sharpness 36.85984420776367
==> Epoch 217/2000
==> Test
Train Loss 1.134382724761963	 Train Accuracy (%): 58.5 	 Test Accuracy (%): 43.650001525878906	 gHg: 61.382503509521484	 smoothness 11.849632263183594	 sharpness 34.53766632080078
==> Epoch 218/2000
==> Test
Train Loss 1.1919499635696411	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 43.470001220703125	 gHg: 174.64588928222656	 smoothness 11.08048152923584	 sharpness 43.19636154174805
==> Epoch 219/2000
==> Test
Train Loss 1.1439820528030396	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 43.59000015258789	 gHg: 44.479881286621094	 smoothness 13.474635124206543	 sharpness 33.92616653442383
==> Epoch 220/2000
==> Test
Train Loss 1.1615610122680664	 Train Accuracy (%): 57.779998779296875 	 Test Accuracy (%): 44.630001068115234	 gHg: 42.07668685913086	 smoothness 7.203423023223877	 sharpness 31.133106231689453
==> Epoch 221/2000
==> Test
Train Loss 1.1045302152633667	 Train Accuracy (%): 59.91999816894531 	 Test Accuracy (%): 45.08000183105469	 gHg: 17.640336990356445	 smoothness 8.519723892211914	 sharpness 28.844017028808594
==> Epoch 222/2000
==> Test
Train Loss 1.145352840423584	 Train Accuracy (%): 57.63999938964844 	 Test Accuracy (%): 45.56999969482422	 gHg: 60.64539337158203	 smoothness 12.220900535583496	 sharpness 33.926395416259766
==> Epoch 223/2000
==> Test
Train Loss 1.1053063869476318	 Train Accuracy (%): 59.13999938964844 	 Test Accuracy (%): 44.630001068115234	 gHg: 27.886749267578125	 smoothness 8.8737211227417	 sharpness 30.128067016601562
==> Epoch 224/2000
==> Test
Train Loss 1.1236584186553955	 Train Accuracy (%): 59.400001525878906 	 Test Accuracy (%): 43.619998931884766	 gHg: 38.71090316772461	 smoothness 12.29305362701416	 sharpness 29.49566650390625
==> Epoch 225/2000
==> Test
Train Loss 1.118411660194397	 Train Accuracy (%): 58.63999938964844 	 Test Accuracy (%): 45.08000183105469	 gHg: 27.96076202392578	 smoothness 8.772771835327148	 sharpness 29.81172752380371
==> Epoch 226/2000
==> Test
Train Loss 1.105446457862854	 Train Accuracy (%): 59.68000030517578 	 Test Accuracy (%): 45.25	 gHg: 27.374908447265625	 smoothness 8.562411308288574	 sharpness 32.874691009521484
==> Epoch 227/2000
==> Test
Train Loss 1.1043691635131836	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 45.43000030517578	 gHg: 49.5970458984375	 smoothness 13.050973892211914	 sharpness 30.40094757080078
==> Epoch 228/2000
==> Test
Train Loss 1.0756456851959229	 Train Accuracy (%): 61.20000076293945 	 Test Accuracy (%): 44.380001068115234	 gHg: 24.783273696899414	 smoothness 10.260624885559082	 sharpness 30.727771759033203
==> Epoch 229/2000
==> Test
Train Loss 1.0872842073440552	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 44.52000045776367	 gHg: 29.461132049560547	 smoothness 9.947035789489746	 sharpness 34.06942367553711
==> Epoch 230/2000
==> Test
Train Loss 1.0820084810256958	 Train Accuracy (%): 60.86000061035156 	 Test Accuracy (%): 45.04999923706055	 gHg: 44.75859832763672	 smoothness 10.822054862976074	 sharpness 29.601991653442383
==> Epoch 231/2000
==> Test
Train Loss 1.0839743614196777	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 44.880001068115234	 gHg: 31.346599578857422	 smoothness 12.63495922088623	 sharpness 33.5727424621582
==> Epoch 232/2000
==> Test
Train Loss 1.0681103467941284	 Train Accuracy (%): 61.2599983215332 	 Test Accuracy (%): 44.849998474121094	 gHg: 19.603626251220703	 smoothness 10.68403148651123	 sharpness 32.183837890625
==> Epoch 233/2000
==> Test
Train Loss 1.0530906915664673	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 43.97999954223633	 gHg: 25.576427459716797	 smoothness 7.904348850250244	 sharpness 33.7054443359375
==> Epoch 234/2000
==> Test
Train Loss 1.0694571733474731	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 44.79999923706055	 gHg: 41.9799919128418	 smoothness 13.68560791015625	 sharpness 36.18622589111328
==> Epoch 235/2000
==> Test
Train Loss 1.0447163581848145	 Train Accuracy (%): 62.63999938964844 	 Test Accuracy (%): 44.470001220703125	 gHg: 27.331905364990234	 smoothness 11.416783332824707	 sharpness 36.464942932128906
==> Epoch 236/2000
==> Test
Train Loss 1.051422119140625	 Train Accuracy (%): 61.52000045776367 	 Test Accuracy (%): 45.18000030517578	 gHg: 19.887113571166992	 smoothness 11.109378814697266	 sharpness 35.45866012573242
==> Epoch 237/2000
==> Test
Train Loss 1.0418864488601685	 Train Accuracy (%): 61.540000915527344 	 Test Accuracy (%): 45.099998474121094	 gHg: 30.788333892822266	 smoothness 8.342720985412598	 sharpness 39.14863967895508
==> Epoch 238/2000
==> Test
Train Loss 1.062815546989441	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 43.900001525878906	 gHg: 57.32638931274414	 smoothness 15.97452449798584	 sharpness 33.38189697265625
==> Epoch 239/2000
==> Test
Train Loss 1.051806926727295	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 44.040000915527344	 gHg: 50.19199752807617	 smoothness 14.22269344329834	 sharpness 37.85820770263672
==> Epoch 240/2000
==> Test
Train Loss 1.0293856859207153	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 45.27000045776367	 gHg: 27.18621826171875	 smoothness 11.393115043640137	 sharpness 36.880123138427734
==> Epoch 241/2000
==> Test
Train Loss 1.02570641040802	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 45.43000030517578	 gHg: 16.215999603271484	 smoothness 10.943255424499512	 sharpness 34.85478591918945
==> Epoch 242/2000
==> Test
Train Loss 1.0309911966323853	 Train Accuracy (%): 62.63999938964844 	 Test Accuracy (%): 44.959999084472656	 gHg: 27.12381362915039	 smoothness 10.646676063537598	 sharpness 35.790714263916016
==> Epoch 243/2000
==> Test
Train Loss 1.0172052383422852	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 45.619998931884766	 gHg: 21.777341842651367	 smoothness 11.234885215759277	 sharpness 34.96324157714844
==> Epoch 244/2000
==> Test
Train Loss 1.025331974029541	 Train Accuracy (%): 62.7599983215332 	 Test Accuracy (%): 45.439998626708984	 gHg: 23.044336318969727	 smoothness 12.52295207977295	 sharpness 37.443851470947266
==> Epoch 245/2000
==> Test
Train Loss 1.0260981321334839	 Train Accuracy (%): 63.040000915527344 	 Test Accuracy (%): 44.66999816894531	 gHg: 16.443843841552734	 smoothness 9.314126014709473	 sharpness 36.59851837158203
==> Epoch 246/2000
==> Test
Train Loss 1.0143489837646484	 Train Accuracy (%): 63.58000183105469 	 Test Accuracy (%): 45.790000915527344	 gHg: 29.55072593688965	 smoothness 12.71131420135498	 sharpness 37.588661193847656
==> Epoch 247/2000
==> Test
Train Loss 1.0181833505630493	 Train Accuracy (%): 63.31999969482422 	 Test Accuracy (%): 44.849998474121094	 gHg: 33.431880950927734	 smoothness 13.739304542541504	 sharpness 39.68540954589844
==> Epoch 248/2000
==> Test
Train Loss 1.0055490732192993	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 44.75	 gHg: 28.564876556396484	 smoothness 12.830998420715332	 sharpness 39.41484069824219
==> Epoch 249/2000
==> Test
Train Loss 1.003476619720459	 Train Accuracy (%): 63.040000915527344 	 Test Accuracy (%): 44.56999969482422	 gHg: 41.488136291503906	 smoothness 13.56965160369873	 sharpness 40.11662673950195
==> Epoch 250/2000
==> Test
Train Loss 1.0203112363815308	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 45.189998626708984	 gHg: 43.631126403808594	 smoothness 14.824673652648926	 sharpness 40.47985076904297
==> Epoch 251/2000
==> Test
Train Loss 0.9963046908378601	 Train Accuracy (%): 63.31999969482422 	 Test Accuracy (%): 45.150001525878906	 gHg: 30.623096466064453	 smoothness 12.996379852294922	 sharpness 38.29361343383789
==> Epoch 252/2000
==> Test
Train Loss 1.0017852783203125	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 44.630001068115234	 gHg: 53.933231353759766	 smoothness 13.931891441345215	 sharpness 40.16276168823242
==> Epoch 253/2000
==> Test
Train Loss 1.0271246433258057	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 44.91999816894531	 gHg: 115.03150939941406	 smoothness 19.09016990661621	 sharpness 43.22808837890625
==> Epoch 254/2000
==> Test
Train Loss 1.0432627201080322	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 44.13999938964844	 gHg: 130.80386352539062	 smoothness 18.25593376159668	 sharpness 37.857513427734375
==> Epoch 255/2000
==> Test
Train Loss 1.0438984632492065	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 43.59000015258789	 gHg: 192.4871826171875	 smoothness 18.2135009765625	 sharpness 43.08079528808594
==> Epoch 256/2000
==> Test
Train Loss 1.0534248352050781	 Train Accuracy (%): 61.47999954223633 	 Test Accuracy (%): 45.41999816894531	 gHg: 220.97898864746094	 smoothness 18.998525619506836	 sharpness 46.72597122192383
==> Epoch 257/2000
==> Test
Train Loss 1.0619018077850342	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 43.54999923706055	 gHg: 185.5198516845703	 smoothness 17.453369140625	 sharpness 38.47037124633789
==> Epoch 258/2000
==> Test
Train Loss 1.0337965488433838	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 45.540000915527344	 gHg: 113.1110610961914	 smoothness 15.20515251159668	 sharpness 39.2844123840332
==> Epoch 259/2000
==> Test
Train Loss 1.0052307844161987	 Train Accuracy (%): 63.599998474121094 	 Test Accuracy (%): 45.95000076293945	 gHg: 47.196266174316406	 smoothness 12.282086372375488	 sharpness 35.73125076293945
==> Epoch 260/2000
==> Test
Train Loss 1.003930926322937	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 44.04999923706055	 gHg: 59.06058883666992	 smoothness 12.179051399230957	 sharpness 35.867549896240234
==> Epoch 261/2000
==> Test
Train Loss 1.0267539024353027	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 45.880001068115234	 gHg: 67.23779296875	 smoothness 14.405802726745605	 sharpness 36.98088836669922
==> Epoch 262/2000
==> Test
Train Loss 1.0041581392288208	 Train Accuracy (%): 63.18000030517578 	 Test Accuracy (%): 45.91999816894531	 gHg: 48.91693115234375	 smoothness 12.73332691192627	 sharpness 34.716861724853516
==> Epoch 263/2000
==> Test
Train Loss 1.0043338537216187	 Train Accuracy (%): 63.08000183105469 	 Test Accuracy (%): 44.529998779296875	 gHg: 40.33622741699219	 smoothness 12.872828483581543	 sharpness 33.015960693359375
==> Epoch 264/2000
==> Test
Train Loss 0.9903866052627563	 Train Accuracy (%): 63.97999954223633 	 Test Accuracy (%): 44.95000076293945	 gHg: 44.607872009277344	 smoothness 12.260007858276367	 sharpness 36.361053466796875
==> Epoch 265/2000
==> Test
Train Loss 0.9967278242111206	 Train Accuracy (%): 63.779998779296875 	 Test Accuracy (%): 45.290000915527344	 gHg: 62.177162170410156	 smoothness 13.391106605529785	 sharpness 35.525978088378906
==> Epoch 266/2000
==> Test
Train Loss 0.9848013520240784	 Train Accuracy (%): 63.41999816894531 	 Test Accuracy (%): 45.130001068115234	 gHg: 52.9596061706543	 smoothness 14.125287055969238	 sharpness 37.123878479003906
==> Epoch 267/2000
==> Test
Train Loss 0.9903067350387573	 Train Accuracy (%): 63.119998931884766 	 Test Accuracy (%): 44.150001525878906	 gHg: 60.51919174194336	 smoothness 12.695332527160645	 sharpness 37.6193962097168
==> Epoch 268/2000
==> Test
Train Loss 1.0161726474761963	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 45.31999969482422	 gHg: 115.68940734863281	 smoothness 15.251311302185059	 sharpness 38.83891296386719
==> Epoch 269/2000
==> Test
Train Loss 0.9994401335716248	 Train Accuracy (%): 63.619998931884766 	 Test Accuracy (%): 45.63999938964844	 gHg: 40.41612243652344	 smoothness 13.839930534362793	 sharpness 37.386783599853516
==> Epoch 270/2000
==> Test
Train Loss 1.0053447484970093	 Train Accuracy (%): 62.79999923706055 	 Test Accuracy (%): 43.5	 gHg: 75.12931060791016	 smoothness 8.700952529907227	 sharpness 37.615333557128906
==> Epoch 271/2000
==> Test
Train Loss 1.0259402990341187	 Train Accuracy (%): 62.900001525878906 	 Test Accuracy (%): 45.11000061035156	 gHg: 105.5787353515625	 smoothness 16.757875442504883	 sharpness 38.28583908081055
==> Epoch 272/2000
==> Test
Train Loss 0.9788602590560913	 Train Accuracy (%): 64.55999755859375 	 Test Accuracy (%): 45.939998626708984	 gHg: 41.41850662231445	 smoothness 11.456403732299805	 sharpness 36.28340148925781
==> Epoch 273/2000
==> Test
Train Loss 1.004386305809021	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 44.58000183105469	 gHg: 96.23480224609375	 smoothness 13.572021484375	 sharpness 37.753170013427734
==> Epoch 274/2000
==> Test
Train Loss 0.9820063710212708	 Train Accuracy (%): 63.84000015258789 	 Test Accuracy (%): 44.86000061035156	 gHg: 50.99071502685547	 smoothness 13.629075050354004	 sharpness 37.07810592651367
==> Epoch 275/2000
==> Test
Train Loss 0.9959498047828674	 Train Accuracy (%): 63.720001220703125 	 Test Accuracy (%): 45.34000015258789	 gHg: 60.40055465698242	 smoothness 11.063394546508789	 sharpness 38.1283073425293
==> Epoch 276/2000
==> Test
Train Loss 0.9675338864326477	 Train Accuracy (%): 64.86000061035156 	 Test Accuracy (%): 44.630001068115234	 gHg: 43.7247428894043	 smoothness 13.778718948364258	 sharpness 35.01155471801758
==> Epoch 277/2000
==> Test
Train Loss 0.9786319136619568	 Train Accuracy (%): 64.58000183105469 	 Test Accuracy (%): 43.400001525878906	 gHg: 49.471046447753906	 smoothness 10.202574729919434	 sharpness 38.6904411315918
==> Epoch 278/2000
==> Test
Train Loss 0.9731338024139404	 Train Accuracy (%): 64.5199966430664 	 Test Accuracy (%): 44.060001373291016	 gHg: 71.98363494873047	 smoothness 13.54460620880127	 sharpness 36.21262741088867
==> Epoch 279/2000
==> Test
Train Loss 0.9938575029373169	 Train Accuracy (%): 62.65999984741211 	 Test Accuracy (%): 45.150001525878906	 gHg: 94.7476577758789	 smoothness 14.031067848205566	 sharpness 42.12396240234375
==> Epoch 280/2000
==> Test
Train Loss 0.9778107404708862	 Train Accuracy (%): 64.0199966430664 	 Test Accuracy (%): 44.880001068115234	 gHg: 52.39305877685547	 smoothness 14.507253646850586	 sharpness 39.7294921875
==> Epoch 281/2000
==> Test
Train Loss 0.9581404328346252	 Train Accuracy (%): 65.68000030517578 	 Test Accuracy (%): 44.599998474121094	 gHg: 47.252593994140625	 smoothness 9.212193489074707	 sharpness 35.91644287109375
==> Epoch 282/2000
==> Test
Train Loss 1.0054841041564941	 Train Accuracy (%): 63.36000061035156 	 Test Accuracy (%): 44.689998626708984	 gHg: 123.53224182128906	 smoothness 16.341646194458008	 sharpness 39.01274108886719
==> Epoch 283/2000
==> Test
Train Loss 1.013136625289917	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 43.7400016784668	 gHg: 206.02276611328125	 smoothness 17.070850372314453	 sharpness 38.668827056884766
==> Epoch 284/2000
==> Test
Train Loss 1.0011757612228394	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 44.099998474121094	 gHg: 63.365936279296875	 smoothness 15.10745906829834	 sharpness 37.33796310424805
==> Epoch 285/2000
==> Test
Train Loss 0.9716871380805969	 Train Accuracy (%): 64.72000122070312 	 Test Accuracy (%): 44.2400016784668	 gHg: 49.339141845703125	 smoothness 6.488856792449951	 sharpness 34.961029052734375
==> Epoch 286/2000
==> Test
Train Loss 0.9938250184059143	 Train Accuracy (%): 63.36000061035156 	 Test Accuracy (%): 44.84000015258789	 gHg: 90.38622283935547	 smoothness 17.47515869140625	 sharpness 36.02311706542969
==> Epoch 287/2000
==> Test
Train Loss 0.9481863975524902	 Train Accuracy (%): 65.36000061035156 	 Test Accuracy (%): 44.189998626708984	 gHg: 25.1420955657959	 smoothness 8.659106254577637	 sharpness 34.618099212646484
==> Epoch 288/2000
==> Test
Train Loss 0.9894477725028992	 Train Accuracy (%): 63.58000183105469 	 Test Accuracy (%): 44.2599983215332	 gHg: 50.38507843017578	 smoothness 12.7296724319458	 sharpness 35.967491149902344
==> Epoch 289/2000
==> Test
Train Loss 0.9770105481147766	 Train Accuracy (%): 64.18000030517578 	 Test Accuracy (%): 45.310001373291016	 gHg: 48.75764465332031	 smoothness 10.57894229888916	 sharpness 36.41115951538086
==> Epoch 290/2000
==> Test
Train Loss 0.9562991261482239	 Train Accuracy (%): 65.45999908447266 	 Test Accuracy (%): 44.68000030517578	 gHg: 47.5705680847168	 smoothness 13.983575820922852	 sharpness 36.622440338134766
==> Epoch 291/2000
==> Test
Train Loss 0.9610201120376587	 Train Accuracy (%): 64.9800033569336 	 Test Accuracy (%): 44.45000076293945	 gHg: 56.24633026123047	 smoothness 8.938481330871582	 sharpness 33.43213653564453
==> Epoch 292/2000
==> Test
Train Loss 0.9583587050437927	 Train Accuracy (%): 65.69999694824219 	 Test Accuracy (%): 43.83000183105469	 gHg: 77.41580200195312	 smoothness 14.932718276977539	 sharpness 38.499568939208984
==> Epoch 293/2000
==> Test
Train Loss 0.9816808700561523	 Train Accuracy (%): 64.05999755859375 	 Test Accuracy (%): 44.5099983215332	 gHg: 89.72938537597656	 smoothness 14.469263076782227	 sharpness 37.98323059082031
==> Epoch 294/2000
==> Test
Train Loss 0.9242140650749207	 Train Accuracy (%): 67.0199966430664 	 Test Accuracy (%): 43.68000030517578	 gHg: 25.80142593383789	 smoothness 13.562422752380371	 sharpness 35.141448974609375
==> Epoch 295/2000
==> Test
Train Loss 0.9439818263053894	 Train Accuracy (%): 65.58000183105469 	 Test Accuracy (%): 45.130001068115234	 gHg: 38.99119567871094	 smoothness 4.924184799194336	 sharpness 33.621524810791016
==> Epoch 296/2000
==> Test
Train Loss 0.9473878145217896	 Train Accuracy (%): 64.44000244140625 	 Test Accuracy (%): 44.93000030517578	 gHg: 54.2856330871582	 smoothness 15.15994644165039	 sharpness 36.2092170715332
==> Epoch 297/2000
==> Test
Train Loss 0.9369927644729614	 Train Accuracy (%): 65.37999725341797 	 Test Accuracy (%): 44.709999084472656	 gHg: 44.70350646972656	 smoothness 11.964229583740234	 sharpness 37.07529067993164
==> Epoch 298/2000
==> Test
Train Loss 0.94541335105896	 Train Accuracy (%): 65.27999877929688 	 Test Accuracy (%): 45.099998474121094	 gHg: 45.78875732421875	 smoothness 13.159195899963379	 sharpness 37.54472732543945
==> Epoch 299/2000
==> Test
Train Loss 0.9087706208229065	 Train Accuracy (%): 67.18000030517578 	 Test Accuracy (%): 45.060001373291016	 gHg: 39.20855712890625	 smoothness 10.698668479919434	 sharpness 35.62522506713867
==> Epoch 300/2000
==> Test
Train Loss 0.9202209711074829	 Train Accuracy (%): 66.87999725341797 	 Test Accuracy (%): 44.5	 gHg: 28.421283721923828	 smoothness 13.545318603515625	 sharpness 37.573875427246094
==> Epoch 301/2000
==> Test
Train Loss 0.9086397290229797	 Train Accuracy (%): 66.86000061035156 	 Test Accuracy (%): 44.52000045776367	 gHg: 52.324790954589844	 smoothness 9.346997261047363	 sharpness 41.270843505859375
==> Epoch 302/2000
==> Test
Train Loss 0.9225156307220459	 Train Accuracy (%): 66.9000015258789 	 Test Accuracy (%): 45.529998779296875	 gHg: 36.163429260253906	 smoothness 14.738118171691895	 sharpness 36.71181869506836
==> Epoch 303/2000
==> Test
Train Loss 0.9235945343971252	 Train Accuracy (%): 66.0999984741211 	 Test Accuracy (%): 44.880001068115234	 gHg: 30.89521026611328	 smoothness 9.626350402832031	 sharpness 35.51283264160156
==> Epoch 304/2000
==> Test
Train Loss 0.9263910055160522	 Train Accuracy (%): 66.0999984741211 	 Test Accuracy (%): 44.060001373291016	 gHg: 67.2757568359375	 smoothness 13.303144454956055	 sharpness 42.232723236083984
==> Epoch 305/2000
==> Test
Train Loss 0.9388340711593628	 Train Accuracy (%): 65.37999725341797 	 Test Accuracy (%): 44.45000076293945	 gHg: 103.5034408569336	 smoothness 13.992341041564941	 sharpness 43.11956787109375
==> Epoch 306/2000
==> Test
Train Loss 0.972493052482605	 Train Accuracy (%): 64.5 	 Test Accuracy (%): 43.61000061035156	 gHg: 145.84982299804688	 smoothness 16.864450454711914	 sharpness 39.46501159667969
==> Epoch 307/2000
==> Test
Train Loss 0.9589851498603821	 Train Accuracy (%): 65.5 	 Test Accuracy (%): 44.79999923706055	 gHg: 145.59030151367188	 smoothness 14.660883903503418	 sharpness 41.12525939941406
==> Epoch 308/2000
==> Test
Train Loss 0.9756866097450256	 Train Accuracy (%): 64.86000061035156 	 Test Accuracy (%): 45.54999923706055	 gHg: 220.20556640625	 smoothness 17.050086975097656	 sharpness 48.54070281982422
==> Epoch 309/2000
==> Test
Train Loss 0.9614753723144531	 Train Accuracy (%): 64.91999816894531 	 Test Accuracy (%): 44.59000015258789	 gHg: 104.12403106689453	 smoothness 14.36746883392334	 sharpness 37.085269927978516
==> Epoch 310/2000
==> Test
Train Loss 0.9606814384460449	 Train Accuracy (%): 64.9800033569336 	 Test Accuracy (%): 45.52000045776367	 gHg: 116.26057434082031	 smoothness 12.7960205078125	 sharpness 38.37385177612305
==> Epoch 311/2000
==> Test
Train Loss 0.9602232575416565	 Train Accuracy (%): 65.77999877929688 	 Test Accuracy (%): 44.91999816894531	 gHg: 113.8451156616211	 smoothness 14.150860786437988	 sharpness 37.959835052490234
==> Epoch 312/2000
==> Test
Train Loss 0.9421780109405518	 Train Accuracy (%): 65.30000305175781 	 Test Accuracy (%): 44.09000015258789	 gHg: 68.92105102539062	 smoothness 12.970868110656738	 sharpness 37.29000473022461
==> Epoch 313/2000
==> Test
Train Loss 0.9272211194038391	 Train Accuracy (%): 66.44000244140625 	 Test Accuracy (%): 44.70000076293945	 gHg: 78.672607421875	 smoothness 10.912897109985352	 sharpness 37.44071578979492
==> Epoch 314/2000
==> Test
Train Loss 0.9322617053985596	 Train Accuracy (%): 66.94000244140625 	 Test Accuracy (%): 45.16999816894531	 gHg: 52.611732482910156	 smoothness 14.553802490234375	 sharpness 32.899688720703125
==> Epoch 315/2000
==> Test
Train Loss 0.9050614237785339	 Train Accuracy (%): 67.5999984741211 	 Test Accuracy (%): 44.36000061035156	 gHg: 24.904733657836914	 smoothness 7.585193157196045	 sharpness 35.46686935424805
==> Epoch 316/2000
==> Test
Train Loss 0.9105968475341797	 Train Accuracy (%): 66.4000015258789 	 Test Accuracy (%): 45.279998779296875	 gHg: 59.994850158691406	 smoothness 15.93281364440918	 sharpness 37.324153900146484
==> Epoch 317/2000
==> Test
Train Loss 0.8817846775054932	 Train Accuracy (%): 68.04000091552734 	 Test Accuracy (%): 44.77000045776367	 gHg: 15.82852554321289	 smoothness 10.803116798400879	 sharpness 39.33834457397461
==> Epoch 318/2000
==> Test
Train Loss 0.9024535417556763	 Train Accuracy (%): 67.08000183105469 	 Test Accuracy (%): 45.34000015258789	 gHg: 42.528045654296875	 smoothness 9.159411430358887	 sharpness 37.904598236083984
==> Epoch 319/2000
==> Test
Train Loss 0.8960345983505249	 Train Accuracy (%): 67.30000305175781 	 Test Accuracy (%): 44.369998931884766	 gHg: 40.09733200073242	 smoothness 13.178557395935059	 sharpness 36.68533706665039
==> Epoch 320/2000
==> Test
Train Loss 0.8797570466995239	 Train Accuracy (%): 68.0199966430664 	 Test Accuracy (%): 44.790000915527344	 gHg: 80.73417663574219	 smoothness 11.812712669372559	 sharpness 39.510894775390625
==> Epoch 321/2000
==> Test
Train Loss 0.9234166145324707	 Train Accuracy (%): 65.55999755859375 	 Test Accuracy (%): 45.540000915527344	 gHg: 93.71676635742188	 smoothness 17.38688850402832	 sharpness 38.01297378540039
==> Epoch 322/2000
==> Test
Train Loss 0.888596773147583	 Train Accuracy (%): 67.94000244140625 	 Test Accuracy (%): 44.599998474121094	 gHg: 66.65914916992188	 smoothness 12.972272872924805	 sharpness 37.92425537109375
==> Epoch 323/2000
==> Test
Train Loss 0.9097495079040527	 Train Accuracy (%): 66.81999969482422 	 Test Accuracy (%): 43.86000061035156	 gHg: 83.60060119628906	 smoothness 12.783590316772461	 sharpness 39.67879867553711
==> Epoch 324/2000
==> Test
Train Loss 0.9080700874328613	 Train Accuracy (%): 66.94000244140625 	 Test Accuracy (%): 43.88999938964844	 gHg: 98.99568176269531	 smoothness 14.150641441345215	 sharpness 36.035606384277344
==> Epoch 325/2000
==> Test
Train Loss 0.9228090643882751	 Train Accuracy (%): 66.5999984741211 	 Test Accuracy (%): 45.2599983215332	 gHg: 121.7803726196289	 smoothness 15.5183687210083	 sharpness 36.71278381347656
==> Epoch 326/2000
==> Test
Train Loss 0.9065693616867065	 Train Accuracy (%): 66.95999908447266 	 Test Accuracy (%): 44.20000076293945	 gHg: 83.20721435546875	 smoothness 14.035341262817383	 sharpness 38.356510162353516
==> Epoch 327/2000
==> Test
Train Loss 0.9182829856872559	 Train Accuracy (%): 66.9800033569336 	 Test Accuracy (%): 44.25	 gHg: 190.07701110839844	 smoothness 12.981225967407227	 sharpness 41.93824768066406
==> Epoch 328/2000
==> Test
Train Loss 0.9918327927589417	 Train Accuracy (%): 64.26000213623047 	 Test Accuracy (%): 46.0099983215332	 gHg: 236.07455444335938	 smoothness 19.761686325073242	 sharpness 40.68622970581055
==> Epoch 329/2000
==> Test
Train Loss 0.9163870215415955	 Train Accuracy (%): 66.45999908447266 	 Test Accuracy (%): 42.75	 gHg: 146.60995483398438	 smoothness 13.85815715789795	 sharpness 40.28712844848633
==> Epoch 330/2000
==> Test
Train Loss 0.9800302982330322	 Train Accuracy (%): 63.97999954223633 	 Test Accuracy (%): 43.61000061035156	 gHg: 423.5415344238281	 smoothness 15.278141021728516	 sharpness 46.70936965942383
==> Epoch 331/2000
==> Test
Train Loss 1.0508861541748047	 Train Accuracy (%): 62.400001525878906 	 Test Accuracy (%): 44.459999084472656	 gHg: 164.6468505859375	 smoothness 16.59860610961914	 sharpness 37.8134765625
==> Epoch 332/2000
==> Test
Train Loss 0.9623599648475647	 Train Accuracy (%): 64.19999694824219 	 Test Accuracy (%): 43.189998626708984	 gHg: 88.43658447265625	 smoothness 8.603118896484375	 sharpness 34.91646957397461
==> Epoch 333/2000
==> Test
Train Loss 1.0167579650878906	 Train Accuracy (%): 62.560001373291016 	 Test Accuracy (%): 43.45000076293945	 gHg: 388.3113098144531	 smoothness 16.2221622467041	 sharpness 38.464271545410156
==> Epoch 334/2000
==> Test
Train Loss 1.044067144393921	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 44.470001220703125	 gHg: 241.97206115722656	 smoothness 13.801862716674805	 sharpness 41.04078674316406
==> Epoch 335/2000
==> Test
Train Loss 0.991594135761261	 Train Accuracy (%): 64.16000366210938 	 Test Accuracy (%): 43.7599983215332	 gHg: 59.116050720214844	 smoothness 11.690056800842285	 sharpness 30.99614715576172
==> Epoch 336/2000
==> Test
Train Loss 0.9604599475860596	 Train Accuracy (%): 64.81999969482422 	 Test Accuracy (%): 43.439998626708984	 gHg: 64.66609191894531	 smoothness 7.240624904632568	 sharpness 32.7652473449707
==> Epoch 337/2000
==> Test
Train Loss 0.950144350528717	 Train Accuracy (%): 65.30000305175781 	 Test Accuracy (%): 43.810001373291016	 gHg: 59.55891036987305	 smoothness 12.28804874420166	 sharpness 28.082304000854492
==> Epoch 338/2000
==> Test
Train Loss 0.9420219659805298	 Train Accuracy (%): 65.19999694824219 	 Test Accuracy (%): 45.119998931884766	 gHg: 69.13876342773438	 smoothness 6.667935371398926	 sharpness 31.084760665893555
==> Epoch 339/2000
==> Test
Train Loss 0.9084584712982178	 Train Accuracy (%): 67.0199966430664 	 Test Accuracy (%): 43.77000045776367	 gHg: 19.639850616455078	 smoothness 11.532852172851562	 sharpness 30.21607780456543
==> Epoch 340/2000
==> Test
Train Loss 0.9626336097717285	 Train Accuracy (%): 64.72000122070312 	 Test Accuracy (%): 45.59000015258789	 gHg: 53.825965881347656	 smoothness 4.411578178405762	 sharpness 31.760726928710938
==> Epoch 341/2000
==> Test
Train Loss 0.8891717791557312	 Train Accuracy (%): 67.54000091552734 	 Test Accuracy (%): 44.150001525878906	 gHg: 17.207733154296875	 smoothness 10.200385093688965	 sharpness 28.231550216674805
==> Epoch 342/2000
==> Test
Train Loss 0.9554876685142517	 Train Accuracy (%): 64.33999633789062 	 Test Accuracy (%): 44.83000183105469	 gHg: 66.99288940429688	 smoothness 7.549392223358154	 sharpness 31.856643676757812
==> Epoch 343/2000
==> Test
Train Loss 0.8806055784225464	 Train Accuracy (%): 68.04000091552734 	 Test Accuracy (%): 45.459999084472656	 gHg: 23.312271118164062	 smoothness 10.087777137756348	 sharpness 27.653186798095703
==> Epoch 344/2000
==> Test
Train Loss 0.9198442101478577	 Train Accuracy (%): 65.80000305175781 	 Test Accuracy (%): 44.970001220703125	 gHg: 40.23536682128906	 smoothness 10.39708423614502	 sharpness 30.826862335205078
==> Epoch 345/2000
==> Test
Train Loss 0.8851540088653564	 Train Accuracy (%): 67.69999694824219 	 Test Accuracy (%): 44.08000183105469	 gHg: 32.125038146972656	 smoothness 8.382952690124512	 sharpness 33.363040924072266
==> Epoch 346/2000
==> Test
Train Loss 0.9186062216758728	 Train Accuracy (%): 65.86000061035156 	 Test Accuracy (%): 44.81999969482422	 gHg: 45.97779846191406	 smoothness 12.308137893676758	 sharpness 31.574787139892578
==> Epoch 347/2000
==> Test
Train Loss 0.8797021508216858	 Train Accuracy (%): 67.5 	 Test Accuracy (%): 44.470001220703125	 gHg: 35.87693786621094	 smoothness 9.578822135925293	 sharpness 31.487346649169922
==> Epoch 348/2000
==> Test
Train Loss 0.8760954141616821	 Train Accuracy (%): 68.33999633789062 	 Test Accuracy (%): 44.5099983215332	 gHg: 49.15519714355469	 smoothness 11.179895401000977	 sharpness 35.17738342285156
==> Epoch 349/2000
==> Test
Train Loss 0.8780511021614075	 Train Accuracy (%): 67.41999816894531 	 Test Accuracy (%): 44.459999084472656	 gHg: 60.47898864746094	 smoothness 11.618484497070312	 sharpness 34.38655090332031
==> Epoch 350/2000
==> Test
Train Loss 0.8746851682662964	 Train Accuracy (%): 67.77999877929688 	 Test Accuracy (%): 44.540000915527344	 gHg: 56.790367126464844	 smoothness 12.853093147277832	 sharpness 35.70485305786133
==> Epoch 351/2000
==> Test
Train Loss 0.8701987266540527	 Train Accuracy (%): 68.86000061035156 	 Test Accuracy (%): 45.29999923706055	 gHg: 41.353702545166016	 smoothness 11.602290153503418	 sharpness 34.179351806640625
==> Epoch 352/2000
==> Test
Train Loss 0.860239565372467	 Train Accuracy (%): 68.68000030517578 	 Test Accuracy (%): 45.18000030517578	 gHg: 43.13294219970703	 smoothness 11.251916885375977	 sharpness 33.40229797363281
==> Epoch 353/2000
==> Test
Train Loss 0.8507424592971802	 Train Accuracy (%): 69.23999786376953 	 Test Accuracy (%): 44.2400016784668	 gHg: 41.1982421875	 smoothness 11.808344841003418	 sharpness 37.139137268066406
==> Epoch 354/2000
==> Test
Train Loss 0.8382086157798767	 Train Accuracy (%): 70.0999984741211 	 Test Accuracy (%): 45.31999969482422	 gHg: 45.54989242553711	 smoothness 11.824217796325684	 sharpness 34.38970184326172
==> Epoch 355/2000
==> Test
Train Loss 0.8564972877502441	 Train Accuracy (%): 68.9000015258789 	 Test Accuracy (%): 44.66999816894531	 gHg: 44.646949768066406	 smoothness 11.542623519897461	 sharpness 33.991939544677734
==> Epoch 356/2000
==> Test
Train Loss 0.8389323353767395	 Train Accuracy (%): 69.26000213623047 	 Test Accuracy (%): 45.130001068115234	 gHg: 50.99907684326172	 smoothness 13.097723007202148	 sharpness 38.1450080871582
==> Epoch 357/2000
==> Test
Train Loss 0.8254351615905762	 Train Accuracy (%): 69.73999786376953 	 Test Accuracy (%): 44.75	 gHg: 59.23329162597656	 smoothness 12.299726486206055	 sharpness 36.23273468017578
==> Epoch 358/2000
==> Test
Train Loss 0.8519667983055115	 Train Accuracy (%): 68.41999816894531 	 Test Accuracy (%): 44.779998779296875	 gHg: 88.2547836303711	 smoothness 16.49781036376953	 sharpness 36.95600509643555
==> Epoch 359/2000
==> Test
Train Loss 0.8464962840080261	 Train Accuracy (%): 68.58000183105469 	 Test Accuracy (%): 45.18000030517578	 gHg: 84.63839721679688	 smoothness 15.176041603088379	 sharpness 38.14006805419922
==> Epoch 360/2000
==> Test
Train Loss 0.8383031487464905	 Train Accuracy (%): 69.66000366210938 	 Test Accuracy (%): 45.29999923706055	 gHg: 48.82392883300781	 smoothness 14.32136344909668	 sharpness 35.41061782836914
==> Epoch 361/2000
==> Test
Train Loss 0.8236582279205322	 Train Accuracy (%): 70.37999725341797 	 Test Accuracy (%): 44.83000183105469	 gHg: 23.660993576049805	 smoothness 10.74822998046875	 sharpness 34.77637481689453
==> Epoch 362/2000
==> Test
Train Loss 0.8101403117179871	 Train Accuracy (%): 70.44000244140625 	 Test Accuracy (%): 45.380001068115234	 gHg: 31.943344116210938	 smoothness 11.359808921813965	 sharpness 35.61886215209961
==> Epoch 363/2000
==> Test
Train Loss 0.8014172911643982	 Train Accuracy (%): 70.9800033569336 	 Test Accuracy (%): 44.66999816894531	 gHg: 42.15185546875	 smoothness 12.503705024719238	 sharpness 35.609500885009766
==> Epoch 364/2000
==> Test
Train Loss 0.8315702080726624	 Train Accuracy (%): 70.5999984741211 	 Test Accuracy (%): 44.61000061035156	 gHg: 37.07419967651367	 smoothness 14.357246398925781	 sharpness 34.230751037597656
==> Epoch 365/2000
==> Test
Train Loss 0.8016538023948669	 Train Accuracy (%): 70.9000015258789 	 Test Accuracy (%): 45.0	 gHg: 24.93236541748047	 smoothness 11.354778289794922	 sharpness 33.834678649902344
==> Epoch 366/2000
==> Test
Train Loss 0.8119903802871704	 Train Accuracy (%): 70.54000091552734 	 Test Accuracy (%): 45.060001373291016	 gHg: 38.642765045166016	 smoothness 12.760196685791016	 sharpness 38.24869155883789
==> Epoch 367/2000
==> Test
Train Loss 0.8001704216003418	 Train Accuracy (%): 71.31999969482422 	 Test Accuracy (%): 44.959999084472656	 gHg: 45.90724182128906	 smoothness 14.575118064880371	 sharpness 36.55778503417969
==> Epoch 368/2000
==> Test
Train Loss 0.7942406535148621	 Train Accuracy (%): 71.0 	 Test Accuracy (%): 45.369998931884766	 gHg: 33.47700881958008	 smoothness 13.432329177856445	 sharpness 39.816078186035156
==> Epoch 369/2000
==> Test
Train Loss 0.7978403568267822	 Train Accuracy (%): 71.18000030517578 	 Test Accuracy (%): 44.4900016784668	 gHg: 22.530540466308594	 smoothness 11.01888656616211	 sharpness 36.621246337890625
==> Epoch 370/2000
==> Test
Train Loss 0.8010868430137634	 Train Accuracy (%): 70.95999908447266 	 Test Accuracy (%): 45.380001068115234	 gHg: 38.519615173339844	 smoothness 11.351327896118164	 sharpness 37.50939178466797
==> Epoch 371/2000
==> Test
Train Loss 0.8085297346115112	 Train Accuracy (%): 70.58000183105469 	 Test Accuracy (%): 45.040000915527344	 gHg: 50.442317962646484	 smoothness 14.18419361114502	 sharpness 38.86897659301758
==> Epoch 372/2000
==> Test
Train Loss 0.8180027604103088	 Train Accuracy (%): 70.27999877929688 	 Test Accuracy (%): 44.970001220703125	 gHg: 99.11652374267578	 smoothness 15.589144706726074	 sharpness 40.55272674560547
==> Epoch 373/2000
==> Test
Train Loss 0.8392994403839111	 Train Accuracy (%): 69.16000366210938 	 Test Accuracy (%): 44.630001068115234	 gHg: 112.2391357421875	 smoothness 17.615278244018555	 sharpness 42.84417724609375
==> Epoch 374/2000
==> Test
Train Loss 0.8100458383560181	 Train Accuracy (%): 70.30000305175781 	 Test Accuracy (%): 45.779998779296875	 gHg: 111.37147521972656	 smoothness 15.282306671142578	 sharpness 40.99576950073242
==> Epoch 375/2000
==> Test
Train Loss 0.8214593529701233	 Train Accuracy (%): 70.19999694824219 	 Test Accuracy (%): 43.150001525878906	 gHg: 149.6712646484375	 smoothness 16.334327697753906	 sharpness 40.26483154296875
==> Epoch 376/2000
==> Test
Train Loss 0.8458871245384216	 Train Accuracy (%): 69.19999694824219 	 Test Accuracy (%): 44.13999938964844	 gHg: 157.0502166748047	 smoothness 16.52957534790039	 sharpness 42.94371032714844
==> Epoch 377/2000
==> Test
Train Loss 0.8349959254264832	 Train Accuracy (%): 70.23999786376953 	 Test Accuracy (%): 45.310001373291016	 gHg: 66.60204315185547	 smoothness 13.597723960876465	 sharpness 36.347415924072266
==> Epoch 378/2000
==> Test
Train Loss 0.8005027770996094	 Train Accuracy (%): 70.54000091552734 	 Test Accuracy (%): 42.66999816894531	 gHg: 102.47283935546875	 smoothness 9.899126052856445	 sharpness 37.74513626098633
==> Epoch 379/2000
==> Test
Train Loss 0.9207941293716431	 Train Accuracy (%): 66.16000366210938 	 Test Accuracy (%): 44.130001068115234	 gHg: 471.21136474609375	 smoothness 19.81934356689453	 sharpness 49.855281829833984
==> Epoch 380/2000
==> Test
Train Loss 0.9309588670730591	 Train Accuracy (%): 66.66000366210938 	 Test Accuracy (%): 44.54999923706055	 gHg: 151.63858032226562	 smoothness 15.452127456665039	 sharpness 39.16530990600586
==> Epoch 381/2000
==> Test
Train Loss 0.9327863454818726	 Train Accuracy (%): 66.45999908447266 	 Test Accuracy (%): 43.380001068115234	 gHg: 116.30522918701172	 smoothness 10.327129364013672	 sharpness 36.879825592041016
==> Epoch 382/2000
==> Test
Train Loss 0.851321280002594	 Train Accuracy (%): 69.37999725341797 	 Test Accuracy (%): 43.47999954223633	 gHg: 102.93167114257812	 smoothness 12.623478889465332	 sharpness 39.705810546875
==> Epoch 383/2000
==> Test
Train Loss 0.8921214938163757	 Train Accuracy (%): 67.05999755859375 	 Test Accuracy (%): 46.130001068115234	 gHg: 113.9220962524414	 smoothness 9.33202838897705	 sharpness 36.46025848388672
==> Epoch 384/2000
==> Test
Train Loss 0.864082396030426	 Train Accuracy (%): 68.27999877929688 	 Test Accuracy (%): 45.27000045776367	 gHg: 64.12667083740234	 smoothness 12.80542278289795	 sharpness 32.16066360473633
==> Epoch 385/2000
==> Test
Train Loss 0.8519554734230042	 Train Accuracy (%): 68.5999984741211 	 Test Accuracy (%): 43.869998931884766	 gHg: 97.99383544921875	 smoothness 8.620482444763184	 sharpness 32.990779876708984
==> Epoch 386/2000
==> Test
Train Loss 0.8522063493728638	 Train Accuracy (%): 69.33999633789062 	 Test Accuracy (%): 44.09000015258789	 gHg: 79.69204711914062	 smoothness 13.69495964050293	 sharpness 37.07167434692383
==> Epoch 387/2000
==> Test
Train Loss 0.8611892461776733	 Train Accuracy (%): 67.30000305175781 	 Test Accuracy (%): 45.290000915527344	 gHg: 65.68919372558594	 smoothness 10.672303199768066	 sharpness 33.44096374511719
==> Epoch 388/2000
==> Test
Train Loss 0.8297366499900818	 Train Accuracy (%): 69.83999633789062 	 Test Accuracy (%): 44.7599983215332	 gHg: 29.62389373779297	 smoothness 10.361196517944336	 sharpness 30.215763092041016
==> Epoch 389/2000
==> Test
Train Loss 0.8385235071182251	 Train Accuracy (%): 69.5199966430664 	 Test Accuracy (%): 45.0099983215332	 gHg: 46.74066925048828	 smoothness 9.661408424377441	 sharpness 31.26000213623047
==> Epoch 390/2000
==> Test
Train Loss 0.7962799668312073	 Train Accuracy (%): 71.18000030517578 	 Test Accuracy (%): 44.720001220703125	 gHg: 37.06304931640625	 smoothness 8.760594367980957	 sharpness 30.975753784179688
==> Epoch 391/2000
==> Test
Train Loss 0.8349684476852417	 Train Accuracy (%): 69.04000091552734 	 Test Accuracy (%): 45.56999969482422	 gHg: 56.27313232421875	 smoothness 14.714292526245117	 sharpness 35.735904693603516
==> Epoch 392/2000
==> Test
Train Loss 0.7959672212600708	 Train Accuracy (%): 71.12000274658203 	 Test Accuracy (%): 44.709999084472656	 gHg: 21.005786895751953	 smoothness 8.84062671661377	 sharpness 32.77840805053711
==> Epoch 393/2000
==> Test
Train Loss 0.8257946968078613	 Train Accuracy (%): 69.81999969482422 	 Test Accuracy (%): 45.290000915527344	 gHg: 53.26756286621094	 smoothness 13.135955810546875	 sharpness 32.986507415771484
==> Epoch 394/2000
==> Test
Train Loss 0.7908221483230591	 Train Accuracy (%): 71.69999694824219 	 Test Accuracy (%): 45.59000015258789	 gHg: 26.99281120300293	 smoothness 10.32524299621582	 sharpness 31.430553436279297
==> Epoch 395/2000
==> Test
Train Loss 0.7846878170967102	 Train Accuracy (%): 71.36000061035156 	 Test Accuracy (%): 44.599998474121094	 gHg: 28.3706111907959	 smoothness 9.722492218017578	 sharpness 33.71788787841797
==> Epoch 396/2000
==> Test
Train Loss 0.7746939659118652	 Train Accuracy (%): 72.4000015258789 	 Test Accuracy (%): 44.88999938964844	 gHg: 44.4514274597168	 smoothness 11.023877143859863	 sharpness 36.18791198730469
==> Epoch 397/2000
==> Test
Train Loss 0.7788594961166382	 Train Accuracy (%): 71.95999908447266 	 Test Accuracy (%): 45.220001220703125	 gHg: 35.361000061035156	 smoothness 12.537096977233887	 sharpness 36.8217887878418
==> Epoch 398/2000
==> Test
Train Loss 0.7800149917602539	 Train Accuracy (%): 71.33999633789062 	 Test Accuracy (%): 45.189998626708984	 gHg: 30.588726043701172	 smoothness 9.699067115783691	 sharpness 37.16404342651367
==> Epoch 399/2000
==> Test
Train Loss 0.7706751227378845	 Train Accuracy (%): 71.77999877929688 	 Test Accuracy (%): 45.099998474121094	 gHg: 57.917152404785156	 smoothness 12.347273826599121	 sharpness 35.797672271728516
==> Epoch 400/2000
==> Test
Train Loss 0.7908905744552612	 Train Accuracy (%): 71.44000244140625 	 Test Accuracy (%): 44.790000915527344	 gHg: 77.60247802734375	 smoothness 14.49685001373291	 sharpness 35.4480094909668
==> Epoch 401/2000
==> Test
Train Loss 0.7939097881317139	 Train Accuracy (%): 70.31999969482422 	 Test Accuracy (%): 45.040000915527344	 gHg: 82.5228271484375	 smoothness 15.250998497009277	 sharpness 38.973690032958984
==> Epoch 402/2000
==> Test
Train Loss 0.7742192149162292	 Train Accuracy (%): 72.23999786376953 	 Test Accuracy (%): 44.7400016784668	 gHg: 57.60804748535156	 smoothness 13.378110885620117	 sharpness 38.14090347290039
==> Epoch 403/2000
==> Test
Train Loss 0.7987850308418274	 Train Accuracy (%): 70.63999938964844 	 Test Accuracy (%): 44.459999084472656	 gHg: 75.44129943847656	 smoothness 13.66503620147705	 sharpness 39.39719772338867
==> Epoch 404/2000
==> Test
Train Loss 0.7778210043907166	 Train Accuracy (%): 72.08000183105469 	 Test Accuracy (%): 45.33000183105469	 gHg: 92.70596313476562	 smoothness 14.506442070007324	 sharpness 40.172889709472656
==> Epoch 405/2000
==> Test
Train Loss 0.7940968871116638	 Train Accuracy (%): 71.41999816894531 	 Test Accuracy (%): 43.7599983215332	 gHg: 131.20314025878906	 smoothness 15.9032564163208	 sharpness 38.94443130493164
==> Epoch 406/2000
==> Test
Train Loss 0.8004870414733887	 Train Accuracy (%): 69.63999938964844 	 Test Accuracy (%): 44.459999084472656	 gHg: 146.94415283203125	 smoothness 16.939634323120117	 sharpness 41.961952209472656
==> Epoch 407/2000
==> Test
Train Loss 0.7746531367301941	 Train Accuracy (%): 70.54000091552734 	 Test Accuracy (%): 44.779998779296875	 gHg: 95.43431854248047	 smoothness 13.93380069732666	 sharpness 39.503116607666016
==> Epoch 408/2000
==> Test
Train Loss 0.7798614501953125	 Train Accuracy (%): 72.16000366210938 	 Test Accuracy (%): 44.41999816894531	 gHg: 99.67457580566406	 smoothness 13.419900894165039	 sharpness 39.683799743652344
==> Epoch 409/2000
==> Test
Train Loss 0.7885108590126038	 Train Accuracy (%): 71.5 	 Test Accuracy (%): 45.099998474121094	 gHg: 116.64611053466797	 smoothness 14.585070610046387	 sharpness 34.35857009887695
==> Epoch 410/2000
==> Test
Train Loss 0.79812091588974	 Train Accuracy (%): 71.19999694824219 	 Test Accuracy (%): 44.880001068115234	 gHg: 86.35879516601562	 smoothness 14.324206352233887	 sharpness 35.855159759521484
==> Epoch 411/2000
==> Test
Train Loss 0.7857821583747864	 Train Accuracy (%): 71.19999694824219 	 Test Accuracy (%): 44.41999816894531	 gHg: 136.41366577148438	 smoothness 12.46392822265625	 sharpness 41.590877532958984
==> Epoch 412/2000
==> Test
Train Loss 0.836685836315155	 Train Accuracy (%): 70.0 	 Test Accuracy (%): 45.029998779296875	 gHg: 138.31692504882812	 smoothness 16.02934455871582	 sharpness 37.944026947021484
==> Epoch 413/2000
==> Test
Train Loss 0.7984239459037781	 Train Accuracy (%): 70.77999877929688 	 Test Accuracy (%): 44.790000915527344	 gHg: 112.96343994140625	 smoothness 13.671972274780273	 sharpness 35.235992431640625
==> Epoch 414/2000
==> Test
Train Loss 0.8183007836341858	 Train Accuracy (%): 69.0199966430664 	 Test Accuracy (%): 44.150001525878906	 gHg: 162.08970642089844	 smoothness 11.629987716674805	 sharpness 42.972164154052734
==> Epoch 415/2000
==> Test
Train Loss 0.8417303562164307	 Train Accuracy (%): 69.54000091552734 	 Test Accuracy (%): 44.13999938964844	 gHg: 129.5943603515625	 smoothness 14.814586639404297	 sharpness 35.07258605957031
==> Epoch 416/2000
==> Test
Train Loss 0.7981827855110168	 Train Accuracy (%): 70.4800033569336 	 Test Accuracy (%): 44.7400016784668	 gHg: 88.72355651855469	 smoothness 12.302330017089844	 sharpness 34.557491302490234
==> Epoch 417/2000
==> Test
Train Loss 0.8077661395072937	 Train Accuracy (%): 70.77999877929688 	 Test Accuracy (%): 43.099998474121094	 gHg: 178.42120361328125	 smoothness 11.280868530273438	 sharpness 33.67094421386719
==> Epoch 418/2000
==> Test
Train Loss 0.8435214757919312	 Train Accuracy (%): 68.77999877929688 	 Test Accuracy (%): 45.130001068115234	 gHg: 222.96145629882812	 smoothness 16.604169845581055	 sharpness 38.40978240966797
==> Epoch 419/2000
==> Test
Train Loss 0.7762360572814941	 Train Accuracy (%): 71.4800033569336 	 Test Accuracy (%): 45.310001373291016	 gHg: 47.22758102416992	 smoothness 12.234633445739746	 sharpness 33.044517517089844
==> Epoch 420/2000
==> Test
Train Loss 0.8137151598930359	 Train Accuracy (%): 70.04000091552734 	 Test Accuracy (%): 43.61000061035156	 gHg: 125.11688232421875	 smoothness 7.604658603668213	 sharpness 36.88446044921875
==> Epoch 421/2000
==> Test
Train Loss 0.8048780560493469	 Train Accuracy (%): 71.12000274658203 	 Test Accuracy (%): 44.4900016784668	 gHg: 135.09141540527344	 smoothness 15.841513633728027	 sharpness 35.65104675292969
==> Epoch 422/2000
==> Test
Train Loss 0.7571764588356018	 Train Accuracy (%): 72.45999908447266 	 Test Accuracy (%): 44.970001220703125	 gHg: 52.47871780395508	 smoothness 9.494613647460938	 sharpness 33.955841064453125
==> Epoch 423/2000
==> Test
Train Loss 0.7985914349555969	 Train Accuracy (%): 70.76000213623047 	 Test Accuracy (%): 45.4900016784668	 gHg: 86.78507995605469	 smoothness 14.653966903686523	 sharpness 32.27690124511719
==> Epoch 424/2000
==> Test
Train Loss 0.7329624891281128	 Train Accuracy (%): 73.55999755859375 	 Test Accuracy (%): 43.380001068115234	 gHg: 15.052448272705078	 smoothness 9.880706787109375	 sharpness 30.540332794189453
==> Epoch 425/2000
==> Test
Train Loss 0.7971157431602478	 Train Accuracy (%): 71.05999755859375 	 Test Accuracy (%): 45.08000183105469	 gHg: 97.21367645263672	 smoothness 9.989673614501953	 sharpness 31.450754165649414
==> Epoch 426/2000
==> Test
Train Loss 0.7470775246620178	 Train Accuracy (%): 72.41999816894531 	 Test Accuracy (%): 45.0099983215332	 gHg: 36.385494232177734	 smoothness 13.043108940124512	 sharpness 33.82222366333008
==> Epoch 427/2000
==> Test
Train Loss 0.764021635055542	 Train Accuracy (%): 72.4000015258789 	 Test Accuracy (%): 44.709999084472656	 gHg: 50.99720764160156	 smoothness 6.725521087646484	 sharpness 34.02942657470703
==> Epoch 428/2000
==> Test
Train Loss 0.7215771675109863	 Train Accuracy (%): 73.69999694824219 	 Test Accuracy (%): 44.41999816894531	 gHg: 44.373050689697266	 smoothness 13.770659446716309	 sharpness 32.59233093261719
==> Epoch 429/2000
==> Test
Train Loss 0.7441896796226501	 Train Accuracy (%): 72.94000244140625 	 Test Accuracy (%): 44.790000915527344	 gHg: 38.2381591796875	 smoothness 8.444843292236328	 sharpness 35.51787185668945
==> Epoch 430/2000
==> Test
Train Loss 0.7443793416023254	 Train Accuracy (%): 72.37999725341797 	 Test Accuracy (%): 45.209999084472656	 gHg: 34.56306076049805	 smoothness 13.243185997009277	 sharpness 34.12355041503906
==> Epoch 431/2000
==> Test
Train Loss 0.7176491618156433	 Train Accuracy (%): 74.0999984741211 	 Test Accuracy (%): 45.02000045776367	 gHg: 31.498382568359375	 smoothness 8.833392143249512	 sharpness 36.76563262939453
==> Epoch 432/2000
==> Test
Train Loss 0.7326115369796753	 Train Accuracy (%): 73.37999725341797 	 Test Accuracy (%): 45.459999084472656	 gHg: 40.969993591308594	 smoothness 13.459443092346191	 sharpness 35.326786041259766
==> Epoch 433/2000
==> Test
Train Loss 0.704348087310791	 Train Accuracy (%): 74.22000122070312 	 Test Accuracy (%): 45.459999084472656	 gHg: 21.70993423461914	 smoothness 9.86322021484375	 sharpness 38.03880310058594
==> Epoch 434/2000
==> Test
Train Loss 0.7348870038986206	 Train Accuracy (%): 73.5199966430664 	 Test Accuracy (%): 44.779998779296875	 gHg: 40.327178955078125	 smoothness 11.661534309387207	 sharpness 36.01133728027344
==> Epoch 435/2000
==> Test
Train Loss 0.7139320969581604	 Train Accuracy (%): 74.23999786376953 	 Test Accuracy (%): 44.16999816894531	 gHg: 29.341474533081055	 smoothness 11.457298278808594	 sharpness 36.59842300415039
==> Epoch 436/2000
==> Test
Train Loss 0.7230286598205566	 Train Accuracy (%): 73.91999816894531 	 Test Accuracy (%): 45.130001068115234	 gHg: 71.14482116699219	 smoothness 11.269285202026367	 sharpness 40.175411224365234
==> Epoch 437/2000
==> Test
Train Loss 0.7245515584945679	 Train Accuracy (%): 73.4800033569336 	 Test Accuracy (%): 44.86000061035156	 gHg: 104.55123901367188	 smoothness 17.140424728393555	 sharpness 40.4498291015625
==> Epoch 438/2000
==> Test
Train Loss 0.7395309805870056	 Train Accuracy (%): 73.08000183105469 	 Test Accuracy (%): 44.58000183105469	 gHg: 108.20279693603516	 smoothness 15.293320655822754	 sharpness 41.36056137084961
==> Epoch 439/2000
==> Test
Train Loss 0.7395956516265869	 Train Accuracy (%): 72.86000061035156 	 Test Accuracy (%): 44.4900016784668	 gHg: 103.0182876586914	 smoothness 16.447233200073242	 sharpness 43.07109451293945
==> Epoch 440/2000
==> Test
Train Loss 0.7111997008323669	 Train Accuracy (%): 73.87999725341797 	 Test Accuracy (%): 44.61000061035156	 gHg: 57.442176818847656	 smoothness 14.432812690734863	 sharpness 38.406761169433594
==> Epoch 441/2000
==> Test
Train Loss 0.7155857682228088	 Train Accuracy (%): 73.73999786376953 	 Test Accuracy (%): 44.66999816894531	 gHg: 35.565818786621094	 smoothness 10.418937683105469	 sharpness 37.93710708618164
==> Epoch 442/2000
==> Test
Train Loss 0.7183436751365662	 Train Accuracy (%): 73.77999877929688 	 Test Accuracy (%): 44.68000030517578	 gHg: 82.17189025878906	 smoothness 13.743599891662598	 sharpness 38.031734466552734
==> Epoch 443/2000
==> Test
Train Loss 0.7258031368255615	 Train Accuracy (%): 73.55999755859375 	 Test Accuracy (%): 45.900001525878906	 gHg: 122.50740051269531	 smoothness 15.731910705566406	 sharpness 42.7295036315918
==> Epoch 444/2000
==> Test
Train Loss 0.7448362112045288	 Train Accuracy (%): 72.80000305175781 	 Test Accuracy (%): 45.29999923706055	 gHg: 105.68689727783203	 smoothness 15.976142883300781	 sharpness 36.990379333496094
==> Epoch 445/2000
==> Test
Train Loss 0.6938773989677429	 Train Accuracy (%): 74.73999786376953 	 Test Accuracy (%): 43.34000015258789	 gHg: 52.838706970214844	 smoothness 12.206796646118164	 sharpness 39.48322677612305
==> Epoch 446/2000
==> Test
Train Loss 0.742117166519165	 Train Accuracy (%): 73.4000015258789 	 Test Accuracy (%): 44.869998931884766	 gHg: 134.15231323242188	 smoothness 12.667149543762207	 sharpness 41.566402435302734
==> Epoch 447/2000
==> Test
Train Loss 0.7769359946250916	 Train Accuracy (%): 71.27999877929688 	 Test Accuracy (%): 43.90999984741211	 gHg: 227.25848388671875	 smoothness 18.34736442565918	 sharpness 38.16207504272461
==> Epoch 448/2000
==> Test
Train Loss 0.7521066069602966	 Train Accuracy (%): 72.23999786376953 	 Test Accuracy (%): 44.349998474121094	 gHg: 180.78646850585938	 smoothness 15.579817771911621	 sharpness 40.91221237182617
==> Epoch 449/2000
==> Test
Train Loss 0.7604579329490662	 Train Accuracy (%): 71.91999816894531 	 Test Accuracy (%): 44.84000015258789	 gHg: 145.3999786376953	 smoothness 14.536457061767578	 sharpness 38.247772216796875
==> Epoch 450/2000
==> Test
Train Loss 0.7431147694587708	 Train Accuracy (%): 72.62000274658203 	 Test Accuracy (%): 44.47999954223633	 gHg: 119.77850341796875	 smoothness 13.631036758422852	 sharpness 37.24045944213867
==> Epoch 451/2000
==> Test
Train Loss 0.758202075958252	 Train Accuracy (%): 71.66000366210938 	 Test Accuracy (%): 43.56999969482422	 gHg: 169.08126831054688	 smoothness 12.815068244934082	 sharpness 39.88806915283203
==> Epoch 452/2000
==> Test
Train Loss 0.7999935746192932	 Train Accuracy (%): 70.66000366210938 	 Test Accuracy (%): 43.36000061035156	 gHg: 200.75975036621094	 smoothness 15.196441650390625	 sharpness 37.58464050292969
==> Epoch 453/2000
==> Test
Train Loss 0.7935535311698914	 Train Accuracy (%): 71.0999984741211 	 Test Accuracy (%): 43.84000015258789	 gHg: 171.49652099609375	 smoothness 13.61014461517334	 sharpness 39.84965515136719
==> Epoch 454/2000
==> Test
Train Loss 0.7913113236427307	 Train Accuracy (%): 70.80000305175781 	 Test Accuracy (%): 45.11000061035156	 gHg: 197.44772338867188	 smoothness 13.164645195007324	 sharpness 38.691226959228516
==> Epoch 455/2000
==> Test
Train Loss 0.8030145764350891	 Train Accuracy (%): 71.0999984741211 	 Test Accuracy (%): 43.130001068115234	 gHg: 193.12803649902344	 smoothness 13.02524185180664	 sharpness 36.712989807128906
==> Epoch 456/2000
==> Test
Train Loss 0.8175312280654907	 Train Accuracy (%): 70.41999816894531 	 Test Accuracy (%): 44.150001525878906	 gHg: 152.4203643798828	 smoothness 14.260658264160156	 sharpness 37.7938346862793
==> Epoch 457/2000
==> Test
Train Loss 0.7605507969856262	 Train Accuracy (%): 72.86000061035156 	 Test Accuracy (%): 44.349998474121094	 gHg: 104.18809509277344	 smoothness 10.206161499023438	 sharpness 32.62124252319336
==> Epoch 458/2000
==> Test
Train Loss 0.8046104311943054	 Train Accuracy (%): 70.16000366210938 	 Test Accuracy (%): 45.400001525878906	 gHg: 185.97317504882812	 smoothness 14.883859634399414	 sharpness 31.95539665222168
==> Epoch 459/2000
==> Test
Train Loss 0.7331916093826294	 Train Accuracy (%): 73.5999984741211 	 Test Accuracy (%): 43.689998626708984	 gHg: 35.63161087036133	 smoothness 11.879146575927734	 sharpness 31.255212783813477
==> Epoch 460/2000
==> Test
Train Loss 0.7800206542015076	 Train Accuracy (%): 71.41999816894531 	 Test Accuracy (%): 45.41999816894531	 gHg: 81.70498657226562	 smoothness 5.254797458648682	 sharpness 36.430912017822266
==> Epoch 461/2000
==> Test
Train Loss 0.7175990343093872	 Train Accuracy (%): 74.41999816894531 	 Test Accuracy (%): 45.52000045776367	 gHg: 36.93708801269531	 smoothness 13.412384986877441	 sharpness 28.89221954345703
==> Epoch 462/2000
==> Test
Train Loss 0.7436003684997559	 Train Accuracy (%): 72.81999969482422 	 Test Accuracy (%): 45.09000015258789	 gHg: 56.318695068359375	 smoothness 3.7389702796936035	 sharpness 32.07868576049805
==> Epoch 463/2000
==> Test
Train Loss 0.7184587121009827	 Train Accuracy (%): 74.13999938964844 	 Test Accuracy (%): 44.599998474121094	 gHg: 36.65653610229492	 smoothness 13.590595245361328	 sharpness 34.77667999267578
==> Epoch 464/2000
==> Test
Train Loss 0.7033805251121521	 Train Accuracy (%): 74.26000213623047 	 Test Accuracy (%): 45.439998626708984	 gHg: 42.35911560058594	 smoothness 6.474010944366455	 sharpness 36.72815704345703
==> Epoch 465/2000
==> Test
Train Loss 0.7276208400726318	 Train Accuracy (%): 73.45999908447266 	 Test Accuracy (%): 45.810001373291016	 gHg: 35.859195709228516	 smoothness 13.533589363098145	 sharpness 30.567792892456055
==> Epoch 466/2000
==> Test
Train Loss 0.6997566223144531	 Train Accuracy (%): 74.5999984741211 	 Test Accuracy (%): 44.34000015258789	 gHg: 27.536205291748047	 smoothness 6.3269171714782715	 sharpness 31.097719192504883
==> Epoch 467/2000
==> Test
Train Loss 0.7071279883384705	 Train Accuracy (%): 73.63999938964844 	 Test Accuracy (%): 44.91999816894531	 gHg: 87.8344497680664	 smoothness 15.691109657287598	 sharpness 40.06471252441406
==> Epoch 468/2000
==> Test
Train Loss 0.7116230130195618	 Train Accuracy (%): 74.19999694824219 	 Test Accuracy (%): 46.040000915527344	 gHg: 63.2988395690918	 smoothness 12.021978378295898	 sharpness 33.35917282104492
==> Epoch 469/2000
==> Test
Train Loss 0.7221903800964355	 Train Accuracy (%): 73.0999984741211 	 Test Accuracy (%): 44.83000183105469	 gHg: 85.73735046386719	 smoothness 15.485403060913086	 sharpness 35.535926818847656
==> Epoch 470/2000
==> Test
Train Loss 0.6819583773612976	 Train Accuracy (%): 74.94000244140625 	 Test Accuracy (%): 44.91999816894531	 gHg: 37.748985290527344	 smoothness 12.381280899047852	 sharpness 32.765628814697266
==> Epoch 471/2000
==> Test
Train Loss 0.6935442090034485	 Train Accuracy (%): 75.08000183105469 	 Test Accuracy (%): 44.709999084472656	 gHg: 36.8878059387207	 smoothness 7.871190071105957	 sharpness 37.42034149169922
==> Epoch 472/2000
==> Test
Train Loss 0.6885169744491577	 Train Accuracy (%): 75.04000091552734 	 Test Accuracy (%): 45.18000030517578	 gHg: 65.79277801513672	 smoothness 14.249021530151367	 sharpness 32.3165397644043
==> Epoch 473/2000
==> Test
Train Loss 0.71750807762146	 Train Accuracy (%): 74.08000183105469 	 Test Accuracy (%): 45.099998474121094	 gHg: 67.51692962646484	 smoothness 13.356396675109863	 sharpness 34.14948272705078
==> Epoch 474/2000
==> Test
Train Loss 0.6610362529754639	 Train Accuracy (%): 77.16000366210938 	 Test Accuracy (%): 45.02000045776367	 gHg: 45.92876052856445	 smoothness 12.087235450744629	 sharpness 36.543575286865234
==> Epoch 475/2000
==> Test
Train Loss 0.6874703764915466	 Train Accuracy (%): 75.76000213623047 	 Test Accuracy (%): 45.119998931884766	 gHg: 38.60698318481445	 smoothness 12.254060745239258	 sharpness 35.96847915649414
==> Epoch 476/2000
==> Test
Train Loss 0.6816502213478088	 Train Accuracy (%): 75.45999908447266 	 Test Accuracy (%): 45.15999984741211	 gHg: 23.424055099487305	 smoothness 9.944852828979492	 sharpness 31.315420150756836
==> Epoch 477/2000
==> Test
Train Loss 0.6640979647636414	 Train Accuracy (%): 75.9000015258789 	 Test Accuracy (%): 44.7400016784668	 gHg: 63.49689865112305	 smoothness 11.572750091552734	 sharpness 35.17953872680664
==> Epoch 478/2000
==> Test
Train Loss 0.6768347024917603	 Train Accuracy (%): 75.33999633789062 	 Test Accuracy (%): 45.29999923706055	 gHg: 67.98430633544922	 smoothness 15.428778648376465	 sharpness 37.01921844482422
==> Epoch 479/2000
==> Test
Train Loss 0.6574622392654419	 Train Accuracy (%): 76.19999694824219 	 Test Accuracy (%): 45.290000915527344	 gHg: 35.22002410888672	 smoothness 11.87291431427002	 sharpness 38.66862487792969
==> Epoch 480/2000
==> Test
Train Loss 0.687187910079956	 Train Accuracy (%): 75.18000030517578 	 Test Accuracy (%): 44.4900016784668	 gHg: 56.98868179321289	 smoothness 11.380471229553223	 sharpness 33.55976867675781
==> Epoch 481/2000
==> Test
Train Loss 0.6837291121482849	 Train Accuracy (%): 74.33999633789062 	 Test Accuracy (%): 44.290000915527344	 gHg: 102.53506469726562	 smoothness 14.808956146240234	 sharpness 39.966224670410156
==> Epoch 482/2000
==> Test
Train Loss 0.6935284733772278	 Train Accuracy (%): 74.30000305175781 	 Test Accuracy (%): 44.58000183105469	 gHg: 141.10113525390625	 smoothness 16.271568298339844	 sharpness 42.15668487548828
==> Epoch 483/2000
==> Test
Train Loss 0.7033780813217163	 Train Accuracy (%): 74.58000183105469 	 Test Accuracy (%): 44.810001373291016	 gHg: 58.68867492675781	 smoothness 15.29594898223877	 sharpness 36.72870635986328
==> Epoch 484/2000
==> Test
Train Loss 0.6423361897468567	 Train Accuracy (%): 76.73999786376953 	 Test Accuracy (%): 43.720001220703125	 gHg: 34.79674530029297	 smoothness 8.548182487487793	 sharpness 35.12242126464844
==> Epoch 485/2000
==> Test
Train Loss 0.7196556329727173	 Train Accuracy (%): 73.36000061035156 	 Test Accuracy (%): 44.65999984741211	 gHg: 202.62307739257812	 smoothness 15.089173316955566	 sharpness 44.87150192260742
==> Epoch 486/2000
==> Test
Train Loss 0.7593858242034912	 Train Accuracy (%): 72.31999969482422 	 Test Accuracy (%): 44.060001373291016	 gHg: 187.7120819091797	 smoothness 16.7211971282959	 sharpness 36.57790756225586
==> Epoch 487/2000
==> Test
Train Loss 0.7594395279884338	 Train Accuracy (%): 72.76000213623047 	 Test Accuracy (%): 44.7599983215332	 gHg: 186.1926727294922	 smoothness 14.80449390411377	 sharpness 36.26594543457031
==> Epoch 488/2000
==> Test
Train Loss 0.7227052450180054	 Train Accuracy (%): 73.55999755859375 	 Test Accuracy (%): 44.18000030517578	 gHg: 208.0369873046875	 smoothness 12.779729843139648	 sharpness 40.42457962036133
==> Epoch 489/2000
==> Test
Train Loss 0.8230422139167786	 Train Accuracy (%): 70.27999877929688 	 Test Accuracy (%): 44.41999816894531	 gHg: 327.5977783203125	 smoothness 14.701663970947266	 sharpness 41.342674255371094
==> Epoch 490/2000
==> Test
Train Loss 0.8049399852752686	 Train Accuracy (%): 71.33999633789062 	 Test Accuracy (%): 44.36000061035156	 gHg: 202.14381408691406	 smoothness 15.083149909973145	 sharpness 37.6961784362793
==> Epoch 491/2000
==> Test
Train Loss 0.7802740335464478	 Train Accuracy (%): 70.73999786376953 	 Test Accuracy (%): 43.25	 gHg: 153.64962768554688	 smoothness 9.80674934387207	 sharpness 34.84150695800781
==> Epoch 492/2000
==> Test
Train Loss 0.8204721808433533	 Train Accuracy (%): 70.19999694824219 	 Test Accuracy (%): 43.349998474121094	 gHg: 287.6263122558594	 smoothness 14.832243919372559	 sharpness 36.56863784790039
==> Epoch 493/2000
==> Test
Train Loss 0.76739102602005	 Train Accuracy (%): 71.73999786376953 	 Test Accuracy (%): 43.790000915527344	 gHg: 131.4662628173828	 smoothness 12.683369636535645	 sharpness 34.0860710144043
==> Epoch 494/2000
==> Test
Train Loss 0.7387704253196716	 Train Accuracy (%): 73.37999725341797 	 Test Accuracy (%): 44.720001220703125	 gHg: 58.420230865478516	 smoothness 9.479605674743652	 sharpness 30.52783203125
==> Epoch 495/2000
==> Test
Train Loss 0.7523579597473145	 Train Accuracy (%): 72.36000061035156 	 Test Accuracy (%): 44.0	 gHg: 69.57267761230469	 smoothness 10.069717407226562	 sharpness 29.84516143798828
==> Epoch 496/2000
==> Test
Train Loss 0.7214178442955017	 Train Accuracy (%): 74.0999984741211 	 Test Accuracy (%): 43.900001525878906	 gHg: 55.53428268432617	 smoothness 9.227957725524902	 sharpness 27.17498779296875
==> Epoch 497/2000
==> Test
Train Loss 0.7239078879356384	 Train Accuracy (%): 72.86000061035156 	 Test Accuracy (%): 45.33000183105469	 gHg: 48.49490737915039	 smoothness 10.524232864379883	 sharpness 29.114896774291992
==> Epoch 498/2000
==> Test
Train Loss 0.7056108713150024	 Train Accuracy (%): 74.44000244140625 	 Test Accuracy (%): 45.63999938964844	 gHg: 41.43292236328125	 smoothness 7.868249893188477	 sharpness 30.413644790649414
==> Epoch 499/2000
==> Test
Train Loss 0.7003430128097534	 Train Accuracy (%): 74.26000213623047 	 Test Accuracy (%): 44.86000061035156	 gHg: 61.860511779785156	 smoothness 12.401307106018066	 sharpness 31.3136043548584
==> Epoch 500/2000
==> Test
Train Loss 0.6753643155097961	 Train Accuracy (%): 75.68000030517578 	 Test Accuracy (%): 44.529998779296875	 gHg: 41.18893051147461	 smoothness 8.36252212524414	 sharpness 28.795812606811523
==> Epoch 501/2000
==> Test
Train Loss 0.714512288570404	 Train Accuracy (%): 73.81999969482422 	 Test Accuracy (%): 45.11000061035156	 gHg: 47.51353454589844	 smoothness 11.790321350097656	 sharpness 29.23699951171875
==> Epoch 502/2000
==> Test
Train Loss 0.6662931442260742	 Train Accuracy (%): 75.87999725341797 	 Test Accuracy (%): 45.119998931884766	 gHg: 35.6213264465332	 smoothness 8.038481712341309	 sharpness 28.7369441986084
==> Epoch 503/2000
==> Test
Train Loss 0.686791181564331	 Train Accuracy (%): 74.76000213623047 	 Test Accuracy (%): 44.279998779296875	 gHg: 47.97938537597656	 smoothness 12.84911823272705	 sharpness 29.49814796447754
==> Epoch 504/2000
==> Test
Train Loss 0.6550948023796082	 Train Accuracy (%): 76.36000061035156 	 Test Accuracy (%): 44.31999969482422	 gHg: 36.01271057128906	 smoothness 8.717870712280273	 sharpness 31.928342819213867
==> Epoch 505/2000
==> Test
Train Loss 0.6433545351028442	 Train Accuracy (%): 77.0 	 Test Accuracy (%): 45.16999816894531	 gHg: 24.173370361328125	 smoothness 10.71088695526123	 sharpness 29.890331268310547
==> Epoch 506/2000
==> Test
Train Loss 0.682181715965271	 Train Accuracy (%): 75.91999816894531 	 Test Accuracy (%): 45.619998931884766	 gHg: 42.331939697265625	 smoothness 7.992094993591309	 sharpness 32.019474029541016
==> Epoch 507/2000
==> Test
Train Loss 0.6604172587394714	 Train Accuracy (%): 76.54000091552734 	 Test Accuracy (%): 45.83000183105469	 gHg: 38.71957778930664	 smoothness 13.401926040649414	 sharpness 33.977142333984375
==> Epoch 508/2000
==> Test
Train Loss 0.6384891271591187	 Train Accuracy (%): 77.04000091552734 	 Test Accuracy (%): 45.36000061035156	 gHg: 27.56390380859375	 smoothness 7.99871301651001	 sharpness 30.444746017456055
==> Epoch 509/2000
==> Test
Train Loss 0.6372354626655579	 Train Accuracy (%): 76.80000305175781 	 Test Accuracy (%): 45.04999923706055	 gHg: 37.79998016357422	 smoothness 13.285457611083984	 sharpness 33.2075309753418
==> Epoch 510/2000
==> Test
Train Loss 0.6340628266334534	 Train Accuracy (%): 76.37999725341797 	 Test Accuracy (%): 45.099998474121094	 gHg: 50.104557037353516	 smoothness 11.209860801696777	 sharpness 37.62553405761719
==> Epoch 511/2000
==> Test
Train Loss 0.6414345502853394	 Train Accuracy (%): 76.26000213623047 	 Test Accuracy (%): 44.880001068115234	 gHg: 49.757381439208984	 smoothness 14.582858085632324	 sharpness 34.22954177856445
==> Epoch 512/2000
==> Test
Train Loss 0.6276677250862122	 Train Accuracy (%): 76.80000305175781 	 Test Accuracy (%): 45.13999938964844	 gHg: 44.2929573059082	 smoothness 11.863747596740723	 sharpness 35.44411087036133
==> Epoch 513/2000
==> Test
Train Loss 0.6327602863311768	 Train Accuracy (%): 77.68000030517578 	 Test Accuracy (%): 44.79999923706055	 gHg: 83.4698486328125	 smoothness 13.339337348937988	 sharpness 40.82844543457031
==> Epoch 514/2000
==> Test
Train Loss 0.6569506525993347	 Train Accuracy (%): 75.80000305175781 	 Test Accuracy (%): 44.88999938964844	 gHg: 81.50524139404297	 smoothness 15.152634620666504	 sharpness 35.93791961669922
==> Epoch 515/2000
==> Test
Train Loss 0.6452645659446716	 Train Accuracy (%): 76.13999938964844 	 Test Accuracy (%): 45.189998626708984	 gHg: 108.36900329589844	 smoothness 14.174490928649902	 sharpness 38.20737075805664
==> Epoch 516/2000
==> Test
Train Loss 0.6686632037162781	 Train Accuracy (%): 75.5199966430664 	 Test Accuracy (%): 44.5	 gHg: 108.86878204345703	 smoothness 14.012651443481445	 sharpness 41.523345947265625
==> Epoch 517/2000
==> Test
Train Loss 0.6590508222579956	 Train Accuracy (%): 75.54000091552734 	 Test Accuracy (%): 44.5	 gHg: 99.6610107421875	 smoothness 13.252880096435547	 sharpness 35.81096267700195
==> Epoch 518/2000
==> Test
Train Loss 0.6682413816452026	 Train Accuracy (%): 75.33999633789062 	 Test Accuracy (%): 44.61000061035156	 gHg: 115.4737777709961	 smoothness 14.19075870513916	 sharpness 37.199974060058594
==> Epoch 519/2000
==> Test
Train Loss 0.6566653251647949	 Train Accuracy (%): 76.0999984741211 	 Test Accuracy (%): 43.959999084472656	 gHg: 109.96330261230469	 smoothness 13.463608741760254	 sharpness 39.95784378051758
==> Epoch 520/2000
==> Test
Train Loss 0.6373376250267029	 Train Accuracy (%): 76.77999877929688 	 Test Accuracy (%): 44.040000915527344	 gHg: 72.81983947753906	 smoothness 11.7504243850708	 sharpness 35.65631103515625
==> Epoch 521/2000
==> Test
Train Loss 0.6811891794204712	 Train Accuracy (%): 74.87999725341797 	 Test Accuracy (%): 45.400001525878906	 gHg: 123.21525573730469	 smoothness 13.138753890991211	 sharpness 35.58049392700195
==> Epoch 522/2000
==> Test
Train Loss 0.6555008292198181	 Train Accuracy (%): 76.19999694824219 	 Test Accuracy (%): 45.060001373291016	 gHg: 91.44844055175781	 smoothness 14.67880916595459	 sharpness 36.74716567993164
==> Epoch 523/2000
==> Test
Train Loss 0.6168778538703918	 Train Accuracy (%): 77.94000244140625 	 Test Accuracy (%): 43.189998626708984	 gHg: 70.73560333251953	 smoothness 9.612043380737305	 sharpness 32.74418640136719
==> Epoch 524/2000
==> Test
Train Loss 0.6770427823066711	 Train Accuracy (%): 75.62000274658203 	 Test Accuracy (%): 43.810001373291016	 gHg: 149.402587890625	 smoothness 16.16742515563965	 sharpness 37.70730209350586
==> Epoch 525/2000
==> Test
Train Loss 0.6478458642959595	 Train Accuracy (%): 76.9800033569336 	 Test Accuracy (%): 43.619998931884766	 gHg: 91.31463623046875	 smoothness 13.162104606628418	 sharpness 33.264686584472656
==> Epoch 526/2000
==> Test
Train Loss 0.653972327709198	 Train Accuracy (%): 76.23999786376953 	 Test Accuracy (%): 43.18000030517578	 gHg: 119.712890625	 smoothness 12.302801132202148	 sharpness 35.37466049194336
==> Epoch 527/2000
==> Test
Train Loss 0.6471310257911682	 Train Accuracy (%): 75.80000305175781 	 Test Accuracy (%): 44.47999954223633	 gHg: 128.97357177734375	 smoothness 13.237157821655273	 sharpness 35.836082458496094
==> Epoch 528/2000
==> Test
Train Loss 0.6826105117797852	 Train Accuracy (%): 75.19999694824219 	 Test Accuracy (%): 43.95000076293945	 gHg: 166.14154052734375	 smoothness 13.829874992370605	 sharpness 38.318641662597656
==> Epoch 529/2000
==> Test
Train Loss 0.6591346263885498	 Train Accuracy (%): 75.68000030517578 	 Test Accuracy (%): 43.77000045776367	 gHg: 103.41796875	 smoothness 13.990376472473145	 sharpness 33.32487106323242
==> Epoch 530/2000
==> Test
Train Loss 0.6643651127815247	 Train Accuracy (%): 76.12000274658203 	 Test Accuracy (%): 44.29999923706055	 gHg: 83.78262329101562	 smoothness 9.389358520507812	 sharpness 31.808502197265625
==> Epoch 531/2000
==> Test
Train Loss 0.678835928440094	 Train Accuracy (%): 75.5199966430664 	 Test Accuracy (%): 44.189998626708984	 gHg: 156.72637939453125	 smoothness 15.170371055603027	 sharpness 35.103599548339844
==> Epoch 532/2000
==> Test
Train Loss 0.654090940952301	 Train Accuracy (%): 76.4000015258789 	 Test Accuracy (%): 43.790000915527344	 gHg: 48.60634994506836	 smoothness 12.346097946166992	 sharpness 31.38918113708496
==> Epoch 533/2000
==> Test
Train Loss 0.6422579884529114	 Train Accuracy (%): 76.5999984741211 	 Test Accuracy (%): 44.709999084472656	 gHg: 101.12153625488281	 smoothness 7.817385673522949	 sharpness 37.22039031982422
==> Epoch 534/2000
==> Test
Train Loss 0.6580639481544495	 Train Accuracy (%): 75.66000366210938 	 Test Accuracy (%): 44.849998474121094	 gHg: 103.94926452636719	 smoothness 14.988075256347656	 sharpness 32.79606628417969
==> Epoch 535/2000
==> Test
Train Loss 0.6415888667106628	 Train Accuracy (%): 77.33999633789062 	 Test Accuracy (%): 44.4900016784668	 gHg: 57.23541259765625	 smoothness 9.177428245544434	 sharpness 30.997507095336914
==> Epoch 536/2000
==> Test
Train Loss 0.6625298261642456	 Train Accuracy (%): 76.08000183105469 	 Test Accuracy (%): 45.369998931884766	 gHg: 79.95359802246094	 smoothness 12.442838668823242	 sharpness 34.40160369873047
==> Epoch 537/2000
==> Test
Train Loss 0.6426005959510803	 Train Accuracy (%): 76.68000030517578 	 Test Accuracy (%): 45.45000076293945	 gHg: 65.90448760986328	 smoothness 10.582014083862305	 sharpness 34.18111038208008
==> Epoch 538/2000
==> Test
Train Loss 0.6610267162322998	 Train Accuracy (%): 75.95999908447266 	 Test Accuracy (%): 45.29999923706055	 gHg: 102.28155517578125	 smoothness 13.019742965698242	 sharpness 32.334651947021484
==> Epoch 539/2000
==> Test
Train Loss 0.6289081573486328	 Train Accuracy (%): 77.4000015258789 	 Test Accuracy (%): 44.66999816894531	 gHg: 62.994293212890625	 smoothness 12.219856262207031	 sharpness 32.4622802734375
==> Epoch 540/2000
==> Test
Train Loss 0.6094728708267212	 Train Accuracy (%): 78.58000183105469 	 Test Accuracy (%): 44.959999084472656	 gHg: 50.77947235107422	 smoothness 10.262885093688965	 sharpness 32.2573127746582
==> Epoch 541/2000
==> Test
Train Loss 0.6125382781028748	 Train Accuracy (%): 77.72000122070312 	 Test Accuracy (%): 44.95000076293945	 gHg: 41.6839599609375	 smoothness 11.076143264770508	 sharpness 31.65762710571289
==> Epoch 542/2000
==> Test
Train Loss 0.6180720925331116	 Train Accuracy (%): 77.54000091552734 	 Test Accuracy (%): 43.79999923706055	 gHg: 52.09382247924805	 smoothness 9.579133033752441	 sharpness 31.702831268310547
==> Epoch 543/2000
==> Test
Train Loss 0.619315505027771	 Train Accuracy (%): 78.0999984741211 	 Test Accuracy (%): 44.13999938964844	 gHg: 67.8349609375	 smoothness 12.135066032409668	 sharpness 33.56810760498047
==> Epoch 544/2000
==> Test
Train Loss 0.6179441809654236	 Train Accuracy (%): 78.23999786376953 	 Test Accuracy (%): 44.97999954223633	 gHg: 50.084075927734375	 smoothness 11.691099166870117	 sharpness 34.327903747558594
==> Epoch 545/2000
==> Test
Train Loss 0.6070471405982971	 Train Accuracy (%): 78.63999938964844 	 Test Accuracy (%): 44.290000915527344	 gHg: 40.54933166503906	 smoothness 10.62044620513916	 sharpness 32.247314453125
==> Epoch 546/2000
==> Test
Train Loss 0.6047099828720093	 Train Accuracy (%): 77.94000244140625 	 Test Accuracy (%): 44.7599983215332	 gHg: 49.810935974121094	 smoothness 11.614603042602539	 sharpness 35.567413330078125
==> Epoch 547/2000
==> Test
Train Loss 0.5824984908103943	 Train Accuracy (%): 78.9800033569336 	 Test Accuracy (%): 44.459999084472656	 gHg: 36.64876174926758	 smoothness 10.7733793258667	 sharpness 32.99519348144531
==> Epoch 548/2000
==> Test
Train Loss 0.5983932018280029	 Train Accuracy (%): 77.9000015258789 	 Test Accuracy (%): 44.61000061035156	 gHg: 42.95735168457031	 smoothness 12.192427635192871	 sharpness 35.06919860839844
==> Epoch 549/2000
==> Test
Train Loss 0.6010956764221191	 Train Accuracy (%): 78.5199966430664 	 Test Accuracy (%): 44.61000061035156	 gHg: 26.93988037109375	 smoothness 9.775412559509277	 sharpness 36.03509521484375
==> Epoch 550/2000
==> Test
Train Loss 0.5906602144241333	 Train Accuracy (%): 78.22000122070312 	 Test Accuracy (%): 44.939998626708984	 gHg: 44.01264190673828	 smoothness 11.011051177978516	 sharpness 35.866111755371094
==> Epoch 551/2000
==> Test
Train Loss 0.5829882621765137	 Train Accuracy (%): 79.05999755859375 	 Test Accuracy (%): 45.27000045776367	 gHg: 50.15683364868164	 smoothness 11.685068130493164	 sharpness 37.590579986572266
==> Epoch 552/2000
==> Test
Train Loss 0.6054049730300903	 Train Accuracy (%): 78.12000274658203 	 Test Accuracy (%): 45.150001525878906	 gHg: 34.15720748901367	 smoothness 13.221346855163574	 sharpness 36.617042541503906
==> Epoch 553/2000
==> Test
Train Loss 0.592191755771637	 Train Accuracy (%): 78.63999938964844 	 Test Accuracy (%): 44.900001525878906	 gHg: 17.919776916503906	 smoothness 8.007597923278809	 sharpness 34.23333740234375
==> Epoch 554/2000
==> Test
Train Loss 0.5771064162254333	 Train Accuracy (%): 79.26000213623047 	 Test Accuracy (%): 45.25	 gHg: 49.80116653442383	 smoothness 12.04611587524414	 sharpness 35.641361236572266
==> Epoch 555/2000
==> Test
Train Loss 0.5712132453918457	 Train Accuracy (%): 79.80000305175781 	 Test Accuracy (%): 44.33000183105469	 gHg: 40.60818099975586	 smoothness 12.354984283447266	 sharpness 35.69448471069336
==> Epoch 556/2000
==> Test
Train Loss 0.591246485710144	 Train Accuracy (%): 78.63999938964844 	 Test Accuracy (%): 45.15999984741211	 gHg: 60.600772857666016	 smoothness 12.961166381835938	 sharpness 37.87962341308594
==> Epoch 557/2000
==> Test
Train Loss 0.5698258280754089	 Train Accuracy (%): 79.4000015258789 	 Test Accuracy (%): 45.59000015258789	 gHg: 39.70862579345703	 smoothness 13.258722305297852	 sharpness 33.78398132324219
==> Epoch 558/2000
==> Test
Train Loss 0.5576989054679871	 Train Accuracy (%): 79.54000091552734 	 Test Accuracy (%): 44.369998931884766	 gHg: 21.066944122314453	 smoothness 9.281573295593262	 sharpness 36.859188079833984
==> Epoch 559/2000
==> Test
Train Loss 0.5883398652076721	 Train Accuracy (%): 78.0999984741211 	 Test Accuracy (%): 45.439998626708984	 gHg: 72.95182037353516	 smoothness 12.459578514099121	 sharpness 40.77804946899414
==> Epoch 560/2000
==> Test
Train Loss 0.6048630475997925	 Train Accuracy (%): 78.22000122070312 	 Test Accuracy (%): 44.79999923706055	 gHg: 82.44352722167969	 smoothness 15.736878395080566	 sharpness 36.73035430908203
==> Epoch 561/2000
==> Test
Train Loss 0.5726613998413086	 Train Accuracy (%): 79.31999969482422 	 Test Accuracy (%): 44.290000915527344	 gHg: 97.08231353759766	 smoothness 15.210193634033203	 sharpness 37.56337356567383
==> Epoch 562/2000
==> Test
Train Loss 0.5740319490432739	 Train Accuracy (%): 79.0 	 Test Accuracy (%): 44.70000076293945	 gHg: 71.22257995605469	 smoothness 15.415821075439453	 sharpness 36.630428314208984
==> Epoch 563/2000
==> Test
Train Loss 0.5772906541824341	 Train Accuracy (%): 79.68000030517578 	 Test Accuracy (%): 45.43000030517578	 gHg: 40.163169860839844	 smoothness 12.080976486206055	 sharpness 37.65757751464844
==> Epoch 564/2000
==> Test
Train Loss 0.5704115629196167	 Train Accuracy (%): 79.5999984741211 	 Test Accuracy (%): 44.810001373291016	 gHg: 41.16450500488281	 smoothness 11.803214073181152	 sharpness 35.62757873535156
==> Epoch 565/2000
==> Test
Train Loss 0.548636794090271	 Train Accuracy (%): 79.5999984741211 	 Test Accuracy (%): 45.209999084472656	 gHg: 43.041080474853516	 smoothness 12.684720039367676	 sharpness 36.071617126464844
==> Epoch 566/2000
==> Test
Train Loss 0.5633106231689453	 Train Accuracy (%): 79.13999938964844 	 Test Accuracy (%): 44.959999084472656	 gHg: 34.779396057128906	 smoothness 12.075187683105469	 sharpness 38.857479095458984
==> Epoch 567/2000
==> Test
Train Loss 0.5596352219581604	 Train Accuracy (%): 80.04000091552734 	 Test Accuracy (%): 44.54999923706055	 gHg: 49.73782730102539	 smoothness 11.011698722839355	 sharpness 36.4378776550293
==> Epoch 568/2000
==> Test
Train Loss 0.5680385231971741	 Train Accuracy (%): 78.91999816894531 	 Test Accuracy (%): 44.2400016784668	 gHg: 97.34330749511719	 smoothness 15.335546493530273	 sharpness 38.328121185302734
==> Epoch 569/2000
==> Test
Train Loss 0.6122526526451111	 Train Accuracy (%): 77.94000244140625 	 Test Accuracy (%): 45.22999954223633	 gHg: 126.2342529296875	 smoothness 15.863476753234863	 sharpness 42.850189208984375
==> Epoch 570/2000
==> Test
Train Loss 0.5888550281524658	 Train Accuracy (%): 78.81999969482422 	 Test Accuracy (%): 44.380001068115234	 gHg: 83.9036865234375	 smoothness 14.973501205444336	 sharpness 37.290714263916016
==> Epoch 571/2000
==> Test
Train Loss 0.5905690789222717	 Train Accuracy (%): 79.27999877929688 	 Test Accuracy (%): 44.790000915527344	 gHg: 103.41293334960938	 smoothness 12.80650520324707	 sharpness 40.089725494384766
==> Epoch 572/2000
==> Test
Train Loss 0.5812024474143982	 Train Accuracy (%): 78.5999984741211 	 Test Accuracy (%): 45.29999923706055	 gHg: 83.07982635498047	 smoothness 14.104595184326172	 sharpness 40.78166961669922
==> Epoch 573/2000
==> Test
Train Loss 0.6001993417739868	 Train Accuracy (%): 78.4000015258789 	 Test Accuracy (%): 44.41999816894531	 gHg: 73.29987335205078	 smoothness 11.588440895080566	 sharpness 35.65345001220703
==> Epoch 574/2000
==> Test
Train Loss 0.6158857941627502	 Train Accuracy (%): 77.87999725341797 	 Test Accuracy (%): 44.7400016784668	 gHg: 126.07247924804688	 smoothness 15.407713890075684	 sharpness 35.85028839111328
==> Epoch 575/2000
==> Test
Train Loss 0.5916634798049927	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 44.68000030517578	 gHg: 66.84403991699219	 smoothness 13.432136535644531	 sharpness 37.081031799316406
==> Epoch 576/2000
==> Test
Train Loss 0.5683589577674866	 Train Accuracy (%): 80.05999755859375 	 Test Accuracy (%): 44.02000045776367	 gHg: 82.08763885498047	 smoothness 9.002885818481445	 sharpness 33.0545768737793
==> Epoch 577/2000
==> Test
Train Loss 0.6230344772338867	 Train Accuracy (%): 77.16000366210938 	 Test Accuracy (%): 44.619998931884766	 gHg: 132.2377166748047	 smoothness 17.398571014404297	 sharpness 35.03603744506836
==> Epoch 578/2000
==> Test
Train Loss 0.5568411350250244	 Train Accuracy (%): 79.73999786376953 	 Test Accuracy (%): 44.130001068115234	 gHg: 41.43110656738281	 smoothness 11.52037525177002	 sharpness 33.994651794433594
==> Epoch 579/2000
==> Test
Train Loss 0.5769291520118713	 Train Accuracy (%): 79.77999877929688 	 Test Accuracy (%): 44.77000045776367	 gHg: 104.64701843261719	 smoothness 10.497321128845215	 sharpness 32.40829086303711
==> Epoch 580/2000
==> Test
Train Loss 0.6107473373413086	 Train Accuracy (%): 77.9800033569336 	 Test Accuracy (%): 44.5	 gHg: 125.90380859375	 smoothness 15.711852073669434	 sharpness 37.68681335449219
==> Epoch 581/2000
==> Test
Train Loss 0.5756712555885315	 Train Accuracy (%): 78.87999725341797 	 Test Accuracy (%): 44.54999923706055	 gHg: 75.69829559326172	 smoothness 13.217576026916504	 sharpness 36.010040283203125
==> Epoch 582/2000
==> Test
Train Loss 0.5857120156288147	 Train Accuracy (%): 78.4800033569336 	 Test Accuracy (%): 44.34000015258789	 gHg: 101.15328979492188	 smoothness 10.697831153869629	 sharpness 34.79997253417969
==> Epoch 583/2000
==> Test
Train Loss 0.6065553426742554	 Train Accuracy (%): 77.62000274658203 	 Test Accuracy (%): 44.119998931884766	 gHg: 154.80178833007812	 smoothness 14.947115898132324	 sharpness 38.67768478393555
==> Epoch 584/2000
==> Test
Train Loss 0.6044005155563354	 Train Accuracy (%): 78.08000183105469 	 Test Accuracy (%): 44.81999969482422	 gHg: 86.126708984375	 smoothness 14.613715171813965	 sharpness 35.17745590209961
==> Epoch 585/2000
==> Test
Train Loss 0.5621922612190247	 Train Accuracy (%): 79.87999725341797 	 Test Accuracy (%): 43.959999084472656	 gHg: 43.056549072265625	 smoothness 9.224499702453613	 sharpness 32.377662658691406
==> Epoch 586/2000
==> Test
Train Loss 0.6291313171386719	 Train Accuracy (%): 77.04000091552734 	 Test Accuracy (%): 44.310001373291016	 gHg: 213.18283081054688	 smoothness 14.961357116699219	 sharpness 39.69004440307617
==> Epoch 587/2000
==> Test
Train Loss 0.6556289792060852	 Train Accuracy (%): 76.9000015258789 	 Test Accuracy (%): 44.0	 gHg: 155.2212677001953	 smoothness 16.036666870117188	 sharpness 38.10677719116211
==> Epoch 588/2000
==> Test
Train Loss 0.61702960729599	 Train Accuracy (%): 78.0199966430664 	 Test Accuracy (%): 43.0099983215332	 gHg: 110.30811309814453	 smoothness 11.912331581115723	 sharpness 34.604339599609375
==> Epoch 589/2000
==> Test
Train Loss 0.6378206014633179	 Train Accuracy (%): 76.87999725341797 	 Test Accuracy (%): 43.95000076293945	 gHg: 199.69412231445312	 smoothness 13.19235610961914	 sharpness 38.726200103759766
==> Epoch 590/2000
==> Test
Train Loss 0.6229382157325745	 Train Accuracy (%): 77.37999725341797 	 Test Accuracy (%): 44.45000076293945	 gHg: 142.46533203125	 smoothness 13.786255836486816	 sharpness 35.81473922729492
==> Epoch 591/2000
==> Test
Train Loss 0.6238601207733154	 Train Accuracy (%): 77.4000015258789 	 Test Accuracy (%): 44.779998779296875	 gHg: 109.67100524902344	 smoothness 12.212599754333496	 sharpness 34.2826042175293
==> Epoch 592/2000
==> Test
Train Loss 0.618796169757843	 Train Accuracy (%): 77.62000274658203 	 Test Accuracy (%): 43.630001068115234	 gHg: 84.43470764160156	 smoothness 12.131741523742676	 sharpness 33.31136703491211
==> Epoch 593/2000
==> Test
Train Loss 0.5823397040367126	 Train Accuracy (%): 79.4000015258789 	 Test Accuracy (%): 43.189998626708984	 gHg: 66.17427825927734	 smoothness 10.644756317138672	 sharpness 34.33001708984375
==> Epoch 594/2000
==> Test
Train Loss 0.6168252229690552	 Train Accuracy (%): 77.54000091552734 	 Test Accuracy (%): 43.900001525878906	 gHg: 97.44463348388672	 smoothness 12.37486743927002	 sharpness 36.17855453491211
==> Epoch 595/2000
==> Test
Train Loss 0.5919227600097656	 Train Accuracy (%): 78.44000244140625 	 Test Accuracy (%): 44.75	 gHg: 69.5019760131836	 smoothness 13.151963233947754	 sharpness 32.97630310058594
==> Epoch 596/2000
==> Test
Train Loss 0.5767034888267517	 Train Accuracy (%): 79.0999984741211 	 Test Accuracy (%): 44.43000030517578	 gHg: 54.85165786743164	 smoothness 9.30504322052002	 sharpness 31.323169708251953
==> Epoch 597/2000
==> Test
Train Loss 0.6007286906242371	 Train Accuracy (%): 78.76000213623047 	 Test Accuracy (%): 45.0	 gHg: 89.8483657836914	 smoothness 13.698545455932617	 sharpness 31.83273696899414
==> Epoch 598/2000
==> Test
Train Loss 0.5582177639007568	 Train Accuracy (%): 79.80000305175781 	 Test Accuracy (%): 45.150001525878906	 gHg: 37.37379837036133	 smoothness 11.663424491882324	 sharpness 32.637142181396484
==> Epoch 599/2000
==> Test
Train Loss 0.5471538305282593	 Train Accuracy (%): 80.69999694824219 	 Test Accuracy (%): 45.060001373291016	 gHg: 33.696895599365234	 smoothness 8.795023918151855	 sharpness 30.751022338867188
==> Epoch 600/2000
==> Test
Train Loss 0.5476439595222473	 Train Accuracy (%): 80.04000091552734 	 Test Accuracy (%): 45.29999923706055	 gHg: 33.280555725097656	 smoothness 11.549590110778809	 sharpness 30.41592788696289
==> Epoch 601/2000
==> Test
Train Loss 0.527991771697998	 Train Accuracy (%): 81.12000274658203 	 Test Accuracy (%): 45.04999923706055	 gHg: 16.94304656982422	 smoothness 8.495954513549805	 sharpness 33.12824630737305
==> Epoch 602/2000
==> Test
Train Loss 0.5419086813926697	 Train Accuracy (%): 81.12000274658203 	 Test Accuracy (%): 44.5	 gHg: 25.522823333740234	 smoothness 10.165085792541504	 sharpness 32.4638557434082
==> Epoch 603/2000
==> Test
Train Loss 0.5494892597198486	 Train Accuracy (%): 80.27999877929688 	 Test Accuracy (%): 44.56999969482422	 gHg: 36.70679473876953	 smoothness 11.091181755065918	 sharpness 33.070884704589844
==> Epoch 604/2000
==> Test
Train Loss 0.5425543189048767	 Train Accuracy (%): 80.08000183105469 	 Test Accuracy (%): 44.4900016784668	 gHg: 36.500972747802734	 smoothness 11.701228141784668	 sharpness 33.62184143066406
==> Epoch 605/2000
==> Test
Train Loss 0.5477871894836426	 Train Accuracy (%): 80.08000183105469 	 Test Accuracy (%): 44.18000030517578	 gHg: 30.421836853027344	 smoothness 10.420879364013672	 sharpness 33.6974983215332
==> Epoch 606/2000
==> Test
Train Loss 0.5515004992485046	 Train Accuracy (%): 79.72000122070312 	 Test Accuracy (%): 44.36000061035156	 gHg: 47.01521301269531	 smoothness 11.081491470336914	 sharpness 34.738346099853516
==> Epoch 607/2000
==> Test
Train Loss 0.5301799774169922	 Train Accuracy (%): 80.95999908447266 	 Test Accuracy (%): 43.54999923706055	 gHg: 44.33936309814453	 smoothness 12.464361190795898	 sharpness 35.58231735229492
==> Epoch 608/2000
==> Test
Train Loss 0.5224197506904602	 Train Accuracy (%): 81.26000213623047 	 Test Accuracy (%): 43.16999816894531	 gHg: 43.36212158203125	 smoothness 10.916864395141602	 sharpness 34.718318939208984
==> Epoch 609/2000
==> Test
Train Loss 0.5461980700492859	 Train Accuracy (%): 80.4800033569336 	 Test Accuracy (%): 44.709999084472656	 gHg: 52.65837097167969	 smoothness 11.64337158203125	 sharpness 35.799163818359375
==> Epoch 610/2000
==> Test
Train Loss 0.5264286994934082	 Train Accuracy (%): 80.5199966430664 	 Test Accuracy (%): 44.15999984741211	 gHg: 47.836509704589844	 smoothness 11.435099601745605	 sharpness 38.32135009765625
==> Epoch 611/2000
==> Test
Train Loss 0.5435635447502136	 Train Accuracy (%): 79.18000030517578 	 Test Accuracy (%): 43.7599983215332	 gHg: 80.3565673828125	 smoothness 13.33519458770752	 sharpness 36.770721435546875
==> Epoch 612/2000
==> Test
Train Loss 0.5291137099266052	 Train Accuracy (%): 81.31999969482422 	 Test Accuracy (%): 43.93000030517578	 gHg: 61.245296478271484	 smoothness 13.541462898254395	 sharpness 36.76762390136719
==> Epoch 613/2000
==> Test
Train Loss 0.5209419131278992	 Train Accuracy (%): 80.66000366210938 	 Test Accuracy (%): 44.0	 gHg: 54.557708740234375	 smoothness 11.720821380615234	 sharpness 37.99034881591797
==> Epoch 614/2000
==> Test
Train Loss 0.5316992998123169	 Train Accuracy (%): 80.5199966430664 	 Test Accuracy (%): 43.560001373291016	 gHg: 61.92940902709961	 smoothness 13.273140907287598	 sharpness 37.29103088378906
==> Epoch 615/2000
==> Test
Train Loss 0.5216456055641174	 Train Accuracy (%): 81.18000030517578 	 Test Accuracy (%): 44.33000183105469	 gHg: 34.7186393737793	 smoothness 11.722677230834961	 sharpness 33.71940612792969
==> Epoch 616/2000
==> Test
Train Loss 0.5133782029151917	 Train Accuracy (%): 81.63999938964844 	 Test Accuracy (%): 45.349998474121094	 gHg: 37.673797607421875	 smoothness 10.201272964477539	 sharpness 37.925785064697266
==> Epoch 617/2000
==> Test
Train Loss 0.5179523229598999	 Train Accuracy (%): 81.55999755859375 	 Test Accuracy (%): 44.310001373291016	 gHg: 61.594573974609375	 smoothness 12.891118049621582	 sharpness 33.968162536621094
==> Epoch 618/2000
==> Test
Train Loss 0.5204771757125854	 Train Accuracy (%): 81.19999694824219 	 Test Accuracy (%): 44.40999984741211	 gHg: 57.211055755615234	 smoothness 14.264937400817871	 sharpness 39.44064712524414
==> Epoch 619/2000
==> Test
Train Loss 0.5161959528923035	 Train Accuracy (%): 81.72000122070312 	 Test Accuracy (%): 45.0	 gHg: 34.84516906738281	 smoothness 11.794660568237305	 sharpness 32.79851531982422
==> Epoch 620/2000
==> Test
Train Loss 0.5290405750274658	 Train Accuracy (%): 80.77999877929688 	 Test Accuracy (%): 43.900001525878906	 gHg: 58.801204681396484	 smoothness 11.578676223754883	 sharpness 36.602500915527344
==> Epoch 621/2000
==> Test
Train Loss 0.5036860704421997	 Train Accuracy (%): 81.86000061035156 	 Test Accuracy (%): 44.310001373291016	 gHg: 48.983455657958984	 smoothness 13.133566856384277	 sharpness 41.42683792114258
==> Epoch 622/2000
==> Test
Train Loss 0.5124468207359314	 Train Accuracy (%): 81.04000091552734 	 Test Accuracy (%): 44.88999938964844	 gHg: 53.58844757080078	 smoothness 11.048930168151855	 sharpness 36.36273193359375
==> Epoch 623/2000
==> Test
Train Loss 0.5155681371688843	 Train Accuracy (%): 80.9000015258789 	 Test Accuracy (%): 44.36000061035156	 gHg: 70.18751525878906	 smoothness 14.627708435058594	 sharpness 36.5493278503418
==> Epoch 624/2000
==> Test
Train Loss 0.5059804916381836	 Train Accuracy (%): 82.37999725341797 	 Test Accuracy (%): 44.619998931884766	 gHg: 45.88603973388672	 smoothness 12.249702453613281	 sharpness 39.22230529785156
==> Epoch 625/2000
==> Test
Train Loss 0.5334416627883911	 Train Accuracy (%): 80.4000015258789 	 Test Accuracy (%): 44.779998779296875	 gHg: 69.1987075805664	 smoothness 12.822041511535645	 sharpness 35.10901641845703
==> Epoch 626/2000
==> Test
Train Loss 0.503261923789978	 Train Accuracy (%): 81.37999725341797 	 Test Accuracy (%): 45.029998779296875	 gHg: 61.12845230102539	 smoothness 14.74473762512207	 sharpness 36.844970703125
==> Epoch 627/2000
==> Test
Train Loss 0.5009109973907471	 Train Accuracy (%): 82.08000183105469 	 Test Accuracy (%): 45.0099983215332	 gHg: 17.410181045532227	 smoothness 9.210955619812012	 sharpness 33.63501739501953
==> Epoch 628/2000
==> Test
Train Loss 0.5129006505012512	 Train Accuracy (%): 81.45999908447266 	 Test Accuracy (%): 44.77000045776367	 gHg: 54.280853271484375	 smoothness 11.214751243591309	 sharpness 36.44678497314453
==> Epoch 629/2000
==> Test
Train Loss 0.5154703855514526	 Train Accuracy (%): 80.91999816894531 	 Test Accuracy (%): 44.4900016784668	 gHg: 49.80638885498047	 smoothness 13.653489112854004	 sharpness 35.63237380981445
==> Epoch 630/2000
==> Test
Train Loss 0.4919421374797821	 Train Accuracy (%): 82.0999984741211 	 Test Accuracy (%): 44.40999984741211	 gHg: 46.02051544189453	 smoothness 10.910943031311035	 sharpness 35.83978271484375
==> Epoch 631/2000
==> Test
Train Loss 0.5127097368240356	 Train Accuracy (%): 81.72000122070312 	 Test Accuracy (%): 44.29999923706055	 gHg: 50.905765533447266	 smoothness 13.25384521484375	 sharpness 33.25069808959961
==> Epoch 632/2000
==> Test
Train Loss 0.49745696783065796	 Train Accuracy (%): 82.26000213623047 	 Test Accuracy (%): 44.900001525878906	 gHg: 39.11201477050781	 smoothness 12.379996299743652	 sharpness 34.41885757446289
==> Epoch 633/2000
==> Test
Train Loss 0.5062059760093689	 Train Accuracy (%): 81.9800033569336 	 Test Accuracy (%): 45.0	 gHg: 19.433115005493164	 smoothness 10.14928150177002	 sharpness 33.883853912353516
==> Epoch 634/2000
==> Test
Train Loss 0.5148149728775024	 Train Accuracy (%): 81.77999877929688 	 Test Accuracy (%): 43.75	 gHg: 48.737735748291016	 smoothness 8.521641731262207	 sharpness 33.63005065917969
==> Epoch 635/2000
==> Test
Train Loss 0.5175123810768127	 Train Accuracy (%): 81.73999786376953 	 Test Accuracy (%): 44.380001068115234	 gHg: 91.27017974853516	 smoothness 15.830892562866211	 sharpness 38.4935417175293
==> Epoch 636/2000
==> Test
Train Loss 0.49092426896095276	 Train Accuracy (%): 81.94000244140625 	 Test Accuracy (%): 44.06999969482422	 gHg: 46.976016998291016	 smoothness 13.339276313781738	 sharpness 36.0783576965332
==> Epoch 637/2000
==> Test
Train Loss 0.5002815127372742	 Train Accuracy (%): 82.0199966430664 	 Test Accuracy (%): 43.970001220703125	 gHg: 47.321414947509766	 smoothness 10.250886917114258	 sharpness 36.491390228271484
==> Epoch 638/2000
==> Test
Train Loss 0.5127391815185547	 Train Accuracy (%): 81.68000030517578 	 Test Accuracy (%): 44.9900016784668	 gHg: 91.8392333984375	 smoothness 12.681439399719238	 sharpness 38.19710922241211
==> Epoch 639/2000
==> Test
Train Loss 0.5216506123542786	 Train Accuracy (%): 80.76000213623047 	 Test Accuracy (%): 44.97999954223633	 gHg: 78.5050048828125	 smoothness 15.725245475769043	 sharpness 37.93082046508789
==> Epoch 640/2000
==> Test
Train Loss 0.4955412745475769	 Train Accuracy (%): 82.36000061035156 	 Test Accuracy (%): 43.720001220703125	 gHg: 40.22282028198242	 smoothness 10.921640396118164	 sharpness 34.13615036010742
==> Epoch 641/2000
==> Test
Train Loss 0.5293344855308533	 Train Accuracy (%): 80.36000061035156 	 Test Accuracy (%): 45.099998474121094	 gHg: 116.56513977050781	 smoothness 13.032217025756836	 sharpness 39.21549606323242
==> Epoch 642/2000
==> Test
Train Loss 0.5349138379096985	 Train Accuracy (%): 80.23999786376953 	 Test Accuracy (%): 44.779998779296875	 gHg: 88.5583724975586	 smoothness 15.804183959960938	 sharpness 35.20234680175781
==> Epoch 643/2000
==> Test
Train Loss 0.49167880415916443	 Train Accuracy (%): 82.63999938964844 	 Test Accuracy (%): 43.15999984741211	 gHg: 54.42209243774414	 smoothness 10.659536361694336	 sharpness 38.5907096862793
==> Epoch 644/2000
==> Test
Train Loss 0.5625433325767517	 Train Accuracy (%): 80.08000183105469 	 Test Accuracy (%): 43.86000061035156	 gHg: 241.44155883789062	 smoothness 16.401954650878906	 sharpness 42.741943359375
==> Epoch 645/2000
==> Test
Train Loss 0.5972737669944763	 Train Accuracy (%): 79.27999877929688 	 Test Accuracy (%): 44.75	 gHg: 149.8123779296875	 smoothness 17.404098510742188	 sharpness 37.84299087524414
==> Epoch 646/2000
==> Test
Train Loss 0.49332913756370544	 Train Accuracy (%): 82.41999816894531 	 Test Accuracy (%): 43.439998626708984	 gHg: 59.740936279296875	 smoothness 10.777832984924316	 sharpness 37.17539596557617
==> Epoch 647/2000
==> Test
Train Loss 0.5687917470932007	 Train Accuracy (%): 79.4000015258789 	 Test Accuracy (%): 44.66999816894531	 gHg: 226.9794158935547	 smoothness 14.59125804901123	 sharpness 39.17780685424805
==> Epoch 648/2000
==> Test
Train Loss 0.5542682409286499	 Train Accuracy (%): 79.55999755859375 	 Test Accuracy (%): 43.939998626708984	 gHg: 103.28750610351562	 smoothness 15.866525650024414	 sharpness 34.54179000854492
==> Epoch 649/2000
==> Test
Train Loss 0.5061641931533813	 Train Accuracy (%): 81.73999786376953 	 Test Accuracy (%): 43.75	 gHg: 64.0972900390625	 smoothness 9.195001602172852	 sharpness 38.701416015625
==> Epoch 650/2000
==> Test
Train Loss 0.5595406293869019	 Train Accuracy (%): 79.58000183105469 	 Test Accuracy (%): 43.970001220703125	 gHg: 165.3597869873047	 smoothness 16.01074981689453	 sharpness 40.11909484863281
==> Epoch 651/2000
==> Test
Train Loss 0.5085276365280151	 Train Accuracy (%): 81.81999969482422 	 Test Accuracy (%): 43.59000015258789	 gHg: 62.07871627807617	 smoothness 13.658778190612793	 sharpness 35.4744873046875
==> Epoch 652/2000
==> Test
Train Loss 0.5348677635192871	 Train Accuracy (%): 81.05999755859375 	 Test Accuracy (%): 42.9900016784668	 gHg: 89.98947143554688	 smoothness 7.881940841674805	 sharpness 38.33470153808594
==> Epoch 653/2000
==> Test
Train Loss 0.5461714863777161	 Train Accuracy (%): 80.33999633789062 	 Test Accuracy (%): 44.56999969482422	 gHg: 110.89717864990234	 smoothness 16.551637649536133	 sharpness 40.634765625
==> Epoch 654/2000
==> Test
Train Loss 0.47201308608055115	 Train Accuracy (%): 83.22000122070312 	 Test Accuracy (%): 44.029998779296875	 gHg: 30.1820068359375	 smoothness 10.488320350646973	 sharpness 33.09400939941406
==> Epoch 655/2000
==> Test
Train Loss 0.4954344630241394	 Train Accuracy (%): 82.05999755859375 	 Test Accuracy (%): 44.91999816894531	 gHg: 61.05219268798828	 smoothness 11.037075996398926	 sharpness 34.08119201660156
==> Epoch 656/2000
==> Test
Train Loss 0.48599424958229065	 Train Accuracy (%): 81.81999969482422 	 Test Accuracy (%): 43.900001525878906	 gHg: 51.63129425048828	 smoothness 10.88298511505127	 sharpness 36.60817337036133
==> Epoch 657/2000
==> Test
Train Loss 0.5260082483291626	 Train Accuracy (%): 80.94000244140625 	 Test Accuracy (%): 44.31999969482422	 gHg: 82.44805908203125	 smoothness 14.226078987121582	 sharpness 36.578739166259766
==> Epoch 658/2000
==> Test
Train Loss 0.48470956087112427	 Train Accuracy (%): 82.63999938964844 	 Test Accuracy (%): 43.95000076293945	 gHg: 30.413576126098633	 smoothness 11.820084571838379	 sharpness 33.37312698364258
==> Epoch 659/2000
==> Test
Train Loss 0.4851115643978119	 Train Accuracy (%): 82.45999908447266 	 Test Accuracy (%): 44.04999923706055	 gHg: 60.73077392578125	 smoothness 7.611563682556152	 sharpness 39.07691955566406
==> Epoch 660/2000
==> Test
Train Loss 0.5033121109008789	 Train Accuracy (%): 81.45999908447266 	 Test Accuracy (%): 44.369998931884766	 gHg: 85.06551361083984	 smoothness 15.667398452758789	 sharpness 39.294132232666016
==> Epoch 661/2000
==> Test
Train Loss 0.465757817029953	 Train Accuracy (%): 83.0 	 Test Accuracy (%): 44.02000045776367	 gHg: 28.95950698852539	 smoothness 10.977641105651855	 sharpness 34.24015426635742
==> Epoch 662/2000
==> Test
Train Loss 0.4992591440677643	 Train Accuracy (%): 82.27999877929688 	 Test Accuracy (%): 44.58000183105469	 gHg: 62.11075973510742	 smoothness 9.571050643920898	 sharpness 36.0006217956543
==> Epoch 663/2000
==> Test
Train Loss 0.5046349763870239	 Train Accuracy (%): 81.68000030517578 	 Test Accuracy (%): 44.220001220703125	 gHg: 50.184478759765625	 smoothness 12.993908882141113	 sharpness 36.44510269165039
==> Epoch 664/2000
==> Test
Train Loss 0.48473960161209106	 Train Accuracy (%): 81.54000091552734 	 Test Accuracy (%): 43.41999816894531	 gHg: 48.45869827270508	 smoothness 9.678847312927246	 sharpness 35.83720016479492
==> Epoch 665/2000
==> Test
Train Loss 0.49065926671028137	 Train Accuracy (%): 82.30000305175781 	 Test Accuracy (%): 44.25	 gHg: 65.93096923828125	 smoothness 12.953890800476074	 sharpness 36.35846710205078
==> Epoch 666/2000
==> Test
Train Loss 0.4865003526210785	 Train Accuracy (%): 81.94000244140625 	 Test Accuracy (%): 44.43000030517578	 gHg: 69.49974822998047	 smoothness 11.618725776672363	 sharpness 40.8763427734375
==> Epoch 667/2000
==> Test
Train Loss 0.49103668332099915	 Train Accuracy (%): 82.27999877929688 	 Test Accuracy (%): 43.599998474121094	 gHg: 64.96522521972656	 smoothness 13.151422500610352	 sharpness 37.92131423950195
==> Epoch 668/2000
==> Test
Train Loss 0.5037309527397156	 Train Accuracy (%): 81.5 	 Test Accuracy (%): 44.5	 gHg: 44.614715576171875	 smoothness 11.517417907714844	 sharpness 35.547183990478516
==> Epoch 669/2000
==> Test
Train Loss 0.48590967059135437	 Train Accuracy (%): 82.80000305175781 	 Test Accuracy (%): 44.20000076293945	 gHg: 58.84229278564453	 smoothness 8.97035026550293	 sharpness 36.09291076660156
==> Epoch 670/2000
==> Test
Train Loss 0.4861317276954651	 Train Accuracy (%): 82.55999755859375 	 Test Accuracy (%): 43.90999984741211	 gHg: 62.11675262451172	 smoothness 14.361093521118164	 sharpness 36.63773727416992
==> Epoch 671/2000
==> Test
Train Loss 0.4634326100349426	 Train Accuracy (%): 83.44000244140625 	 Test Accuracy (%): 44.45000076293945	 gHg: 42.92873764038086	 smoothness 10.903636932373047	 sharpness 35.73361587524414
==> Epoch 672/2000
==> Test
Train Loss 0.47619980573654175	 Train Accuracy (%): 82.83999633789062 	 Test Accuracy (%): 44.599998474121094	 gHg: 61.60079574584961	 smoothness 10.789010047912598	 sharpness 41.24521255493164
==> Epoch 673/2000
==> Test
Train Loss 0.5010126233100891	 Train Accuracy (%): 82.0199966430664 	 Test Accuracy (%): 43.77000045776367	 gHg: 64.14111328125	 smoothness 12.735454559326172	 sharpness 36.84794235229492
==> Epoch 674/2000
==> Test
Train Loss 0.490542471408844	 Train Accuracy (%): 82.58000183105469 	 Test Accuracy (%): 44.83000183105469	 gHg: 71.41802978515625	 smoothness 13.623315811157227	 sharpness 38.3835563659668
==> Epoch 675/2000
==> Test
Train Loss 0.4684380292892456	 Train Accuracy (%): 82.81999969482422 	 Test Accuracy (%): 44.33000183105469	 gHg: 57.477943420410156	 smoothness 11.338702201843262	 sharpness 38.44922637939453
==> Epoch 676/2000
==> Test
Train Loss 0.47193920612335205	 Train Accuracy (%): 82.54000091552734 	 Test Accuracy (%): 44.2400016784668	 gHg: 79.56688690185547	 smoothness 14.032825469970703	 sharpness 41.0295524597168
==> Epoch 677/2000
==> Test
Train Loss 0.4563590884208679	 Train Accuracy (%): 84.16000366210938 	 Test Accuracy (%): 44.619998931884766	 gHg: 39.55982971191406	 smoothness 12.541545867919922	 sharpness 37.130958557128906
==> Epoch 678/2000
==> Test
Train Loss 0.4539594352245331	 Train Accuracy (%): 83.73999786376953 	 Test Accuracy (%): 44.970001220703125	 gHg: 34.346553802490234	 smoothness 9.372743606567383	 sharpness 34.909332275390625
==> Epoch 679/2000
==> Test
Train Loss 0.4839404821395874	 Train Accuracy (%): 82.58000183105469 	 Test Accuracy (%): 44.65999984741211	 gHg: 72.13794708251953	 smoothness 14.615111351013184	 sharpness 38.07942581176758
==> Epoch 680/2000
==> Test
Train Loss 0.46265995502471924	 Train Accuracy (%): 83.54000091552734 	 Test Accuracy (%): 43.540000915527344	 gHg: 38.791263580322266	 smoothness 12.845681190490723	 sharpness 35.98048782348633
==> Epoch 681/2000
==> Test
Train Loss 0.4740402400493622	 Train Accuracy (%): 83.08000183105469 	 Test Accuracy (%): 44.79999923706055	 gHg: 58.37013244628906	 smoothness 10.512353897094727	 sharpness 38.417701721191406
==> Epoch 682/2000
==> Test
Train Loss 0.49213287234306335	 Train Accuracy (%): 82.41999816894531 	 Test Accuracy (%): 43.93000030517578	 gHg: 81.57414245605469	 smoothness 15.91170597076416	 sharpness 36.08213806152344
==> Epoch 683/2000
==> Test
Train Loss 0.4726756811141968	 Train Accuracy (%): 82.83999633789062 	 Test Accuracy (%): 44.09000015258789	 gHg: 68.65156555175781	 smoothness 14.083229064941406	 sharpness 41.57168960571289
==> Epoch 684/2000
==> Test
Train Loss 0.49490731954574585	 Train Accuracy (%): 82.36000061035156 	 Test Accuracy (%): 44.7599983215332	 gHg: 147.305419921875	 smoothness 14.186785697937012	 sharpness 43.80209732055664
==> Epoch 685/2000
==> Test
Train Loss 0.5232750177383423	 Train Accuracy (%): 81.27999877929688 	 Test Accuracy (%): 43.880001068115234	 gHg: 168.35067749023438	 smoothness 17.92723274230957	 sharpness 36.088619232177734
==> Epoch 686/2000
==> Test
Train Loss 0.5143040418624878	 Train Accuracy (%): 81.22000122070312 	 Test Accuracy (%): 43.31999969482422	 gHg: 155.84442138671875	 smoothness 16.003671646118164	 sharpness 40.98265075683594
==> Epoch 687/2000
==> Test
Train Loss 0.48353487253189087	 Train Accuracy (%): 82.0 	 Test Accuracy (%): 43.869998931884766	 gHg: 114.79955291748047	 smoothness 13.33482551574707	 sharpness 40.59774398803711
==> Epoch 688/2000
==> Test
Train Loss 0.48263314366340637	 Train Accuracy (%): 82.18000030517578 	 Test Accuracy (%): 43.790000915527344	 gHg: 67.28791046142578	 smoothness 13.540072441101074	 sharpness 37.34355926513672
==> Epoch 689/2000
==> Test
Train Loss 0.46749165654182434	 Train Accuracy (%): 83.12000274658203 	 Test Accuracy (%): 43.7400016784668	 gHg: 37.81414031982422	 smoothness 10.13601303100586	 sharpness 36.79973220825195
==> Epoch 690/2000
==> Test
Train Loss 0.47641557455062866	 Train Accuracy (%): 82.68000030517578 	 Test Accuracy (%): 44.040000915527344	 gHg: 55.21833419799805	 smoothness 11.051494598388672	 sharpness 36.0733642578125
==> Epoch 691/2000
==> Test
Train Loss 0.44010257720947266	 Train Accuracy (%): 84.37999725341797 	 Test Accuracy (%): 44.20000076293945	 gHg: 33.041412353515625	 smoothness 11.540194511413574	 sharpness 35.11457061767578
==> Epoch 692/2000
==> Test
Train Loss 0.47975048422813416	 Train Accuracy (%): 82.31999969482422 	 Test Accuracy (%): 43.619998931884766	 gHg: 72.3756332397461	 smoothness 9.523672103881836	 sharpness 37.886539459228516
==> Epoch 693/2000
==> Test
Train Loss 0.4736686050891876	 Train Accuracy (%): 82.69999694824219 	 Test Accuracy (%): 44.2400016784668	 gHg: 73.54216003417969	 smoothness 15.149592399597168	 sharpness 35.25829315185547
==> Epoch 694/2000
==> Test
Train Loss 0.4499072730541229	 Train Accuracy (%): 84.0 	 Test Accuracy (%): 44.93000030517578	 gHg: 25.852312088012695	 smoothness 11.2590970993042	 sharpness 32.35364532470703
==> Epoch 695/2000
==> Test
Train Loss 0.4502829611301422	 Train Accuracy (%): 84.0999984741211 	 Test Accuracy (%): 44.529998779296875	 gHg: 34.27165603637695	 smoothness 9.168306350708008	 sharpness 34.79216384887695
==> Epoch 696/2000
==> Test
Train Loss 0.4554848074913025	 Train Accuracy (%): 83.33999633789062 	 Test Accuracy (%): 44.279998779296875	 gHg: 28.01876449584961	 smoothness 11.213345527648926	 sharpness 34.53140640258789
==> Epoch 697/2000
==> Test
Train Loss 0.44720327854156494	 Train Accuracy (%): 84.54000091552734 	 Test Accuracy (%): 44.380001068115234	 gHg: 23.414316177368164	 smoothness 8.873359680175781	 sharpness 35.952430725097656
==> Epoch 698/2000
==> Test
Train Loss 0.4560734033584595	 Train Accuracy (%): 83.16000366210938 	 Test Accuracy (%): 44.20000076293945	 gHg: 62.533203125	 smoothness 12.8346529006958	 sharpness 35.280521392822266
==> Epoch 699/2000
==> Test
Train Loss 0.46122875809669495	 Train Accuracy (%): 83.36000061035156 	 Test Accuracy (%): 43.970001220703125	 gHg: 67.83869934082031	 smoothness 14.491791725158691	 sharpness 35.437355041503906
==> Epoch 700/2000
==> Test
Train Loss 0.4554028809070587	 Train Accuracy (%): 83.80000305175781 	 Test Accuracy (%): 44.34000015258789	 gHg: 37.35940170288086	 smoothness 12.739763259887695	 sharpness 35.34809875488281
==> Epoch 701/2000
==> Test
Train Loss 0.415485680103302	 Train Accuracy (%): 85.19999694824219 	 Test Accuracy (%): 44.619998931884766	 gHg: 25.49410629272461	 smoothness 10.913239479064941	 sharpness 35.157867431640625
==> Epoch 702/2000
==> Test
Train Loss 0.4317913055419922	 Train Accuracy (%): 84.0 	 Test Accuracy (%): 44.61000061035156	 gHg: 13.844193458557129	 smoothness 9.72391414642334	 sharpness 32.433963775634766
==> Epoch 703/2000
==> Test
Train Loss 0.45742547512054443	 Train Accuracy (%): 83.83999633789062 	 Test Accuracy (%): 44.619998931884766	 gHg: 39.60874938964844	 smoothness 8.908437728881836	 sharpness 35.014339447021484
==> Epoch 704/2000
==> Test
Train Loss 0.4745424687862396	 Train Accuracy (%): 83.04000091552734 	 Test Accuracy (%): 44.720001220703125	 gHg: 94.06813049316406	 smoothness 16.523571014404297	 sharpness 38.25639724731445
==> Epoch 705/2000
==> Test
Train Loss 0.4545484483242035	 Train Accuracy (%): 83.41999816894531 	 Test Accuracy (%): 44.290000915527344	 gHg: 64.64329528808594	 smoothness 14.920427322387695	 sharpness 33.760009765625
==> Epoch 706/2000
==> Test
Train Loss 0.4426582455635071	 Train Accuracy (%): 84.12000274658203 	 Test Accuracy (%): 44.040000915527344	 gHg: 45.35209274291992	 smoothness 11.258576393127441	 sharpness 36.05315017700195
==> Epoch 707/2000
==> Test
Train Loss 0.4635646939277649	 Train Accuracy (%): 83.0199966430664 	 Test Accuracy (%): 44.029998779296875	 gHg: 79.80328369140625	 smoothness 13.345839500427246	 sharpness 38.152427673339844
==> Epoch 708/2000
==> Test
Train Loss 0.46524032950401306	 Train Accuracy (%): 83.26000213623047 	 Test Accuracy (%): 43.900001525878906	 gHg: 68.70008850097656	 smoothness 13.915166854858398	 sharpness 36.642356872558594
==> Epoch 709/2000
==> Test
Train Loss 0.44863519072532654	 Train Accuracy (%): 83.66000366210938 	 Test Accuracy (%): 43.91999816894531	 gHg: 85.76011657714844	 smoothness 12.683235168457031	 sharpness 37.7444953918457
==> Epoch 710/2000
==> Test
Train Loss 0.466538667678833	 Train Accuracy (%): 82.83999633789062 	 Test Accuracy (%): 43.720001220703125	 gHg: 120.95304107666016	 smoothness 15.061041831970215	 sharpness 37.729042053222656
==> Epoch 711/2000
==> Test
Train Loss 0.4685569405555725	 Train Accuracy (%): 83.77999877929688 	 Test Accuracy (%): 44.16999816894531	 gHg: 76.36878967285156	 smoothness 14.374183654785156	 sharpness 36.859291076660156
==> Epoch 712/2000
==> Test
Train Loss 0.4668881297111511	 Train Accuracy (%): 83.23999786376953 	 Test Accuracy (%): 43.7400016784668	 gHg: 91.13798522949219	 smoothness 10.936115264892578	 sharpness 39.80624771118164
==> Epoch 713/2000
==> Test
Train Loss 0.5008333325386047	 Train Accuracy (%): 81.16000366210938 	 Test Accuracy (%): 42.79999923706055	 gHg: 129.22201538085938	 smoothness 15.132776260375977	 sharpness 37.53263473510742
==> Epoch 714/2000
==> Test
Train Loss 0.4636163115501404	 Train Accuracy (%): 82.72000122070312 	 Test Accuracy (%): 44.0099983215332	 gHg: 158.60946655273438	 smoothness 15.02492904663086	 sharpness 40.472171783447266
==> Epoch 715/2000
==> Test
Train Loss 0.5001150369644165	 Train Accuracy (%): 81.76000213623047 	 Test Accuracy (%): 43.36000061035156	 gHg: 190.44908142089844	 smoothness 14.635172843933105	 sharpness 40.72399139404297
==> Epoch 716/2000
==> Test
Train Loss 0.49607759714126587	 Train Accuracy (%): 81.83999633789062 	 Test Accuracy (%): 43.09000015258789	 gHg: 149.99696350097656	 smoothness 14.931099891662598	 sharpness 44.219974517822266
==> Epoch 717/2000
==> Test
Train Loss 0.49876415729522705	 Train Accuracy (%): 82.0 	 Test Accuracy (%): 44.689998626708984	 gHg: 107.6625747680664	 smoothness 11.29765796661377	 sharpness 38.79203796386719
==> Epoch 718/2000
==> Test
Train Loss 0.5255860090255737	 Train Accuracy (%): 81.23999786376953 	 Test Accuracy (%): 44.06999969482422	 gHg: 281.80889892578125	 smoothness 14.547204971313477	 sharpness 42.92889404296875
==> Epoch 719/2000
==> Test
Train Loss 0.5313140749931335	 Train Accuracy (%): 80.87999725341797 	 Test Accuracy (%): 43.650001525878906	 gHg: 208.7114715576172	 smoothness 14.53450870513916	 sharpness 44.74068069458008
==> Epoch 720/2000
==> Test
Train Loss 0.5681954622268677	 Train Accuracy (%): 79.66000366210938 	 Test Accuracy (%): 43.880001068115234	 gHg: 187.2524871826172	 smoothness 11.358068466186523	 sharpness 41.37975311279297
==> Epoch 721/2000
==> Test
Train Loss 0.6031309962272644	 Train Accuracy (%): 77.80000305175781 	 Test Accuracy (%): 42.91999816894531	 gHg: 313.76806640625	 smoothness 15.044365882873535	 sharpness 39.19868087768555
==> Epoch 722/2000
==> Test
Train Loss 0.5464732646942139	 Train Accuracy (%): 79.73999786376953 	 Test Accuracy (%): 42.5	 gHg: 241.94032287597656	 smoothness 13.518853187561035	 sharpness 42.112483978271484
==> Epoch 723/2000
==> Test
Train Loss 0.5640125274658203	 Train Accuracy (%): 78.86000061035156 	 Test Accuracy (%): 43.7400016784668	 gHg: 188.08560180664062	 smoothness 11.690597534179688	 sharpness 33.808509826660156
==> Epoch 724/2000
==> Test
Train Loss 0.5768697261810303	 Train Accuracy (%): 79.36000061035156 	 Test Accuracy (%): 43.5	 gHg: 185.081787109375	 smoothness 12.76724910736084	 sharpness 36.46693801879883
==> Epoch 725/2000
==> Test
Train Loss 0.5565885305404663	 Train Accuracy (%): 80.55999755859375 	 Test Accuracy (%): 43.970001220703125	 gHg: 234.7409210205078	 smoothness 11.703139305114746	 sharpness 42.608272552490234
==> Epoch 726/2000
==> Test
Train Loss 0.618913471698761	 Train Accuracy (%): 77.95999908447266 	 Test Accuracy (%): 43.119998931884766	 gHg: 252.92401123046875	 smoothness 13.54252815246582	 sharpness 37.10443115234375
==> Epoch 727/2000
==> Test
Train Loss 0.5924662947654724	 Train Accuracy (%): 78.26000213623047 	 Test Accuracy (%): 43.16999816894531	 gHg: 224.4405517578125	 smoothness 13.455647468566895	 sharpness 39.54401779174805
==> Epoch 728/2000
==> Test
Train Loss 0.556655764579773	 Train Accuracy (%): 79.45999908447266 	 Test Accuracy (%): 43.130001068115234	 gHg: 106.04229736328125	 smoothness 10.866458892822266	 sharpness 35.95234298706055
==> Epoch 729/2000
==> Test
Train Loss 0.5833579301834106	 Train Accuracy (%): 78.4800033569336 	 Test Accuracy (%): 43.40999984741211	 gHg: 178.18934631347656	 smoothness 11.289667129516602	 sharpness 35.548377990722656
==> Epoch 730/2000
==> Test
Train Loss 0.5313865542411804	 Train Accuracy (%): 80.72000122070312 	 Test Accuracy (%): 43.2400016784668	 gHg: 99.81651306152344	 smoothness 12.222427368164062	 sharpness 32.414546966552734
==> Epoch 731/2000
==> Test
Train Loss 0.543707549571991	 Train Accuracy (%): 79.66000366210938 	 Test Accuracy (%): 43.7599983215332	 gHg: 67.87832641601562	 smoothness 9.13886547088623	 sharpness 32.588863372802734
==> Epoch 732/2000
==> Test
Train Loss 0.5323538780212402	 Train Accuracy (%): 80.12000274658203 	 Test Accuracy (%): 44.0	 gHg: 57.14177322387695	 smoothness 9.47195816040039	 sharpness 30.835847854614258
==> Epoch 733/2000
==> Test
Train Loss 0.5334843397140503	 Train Accuracy (%): 80.4800033569336 	 Test Accuracy (%): 43.34000015258789	 gHg: 68.77400207519531	 smoothness 9.075942993164062	 sharpness 28.907726287841797
==> Epoch 734/2000
==> Test
Train Loss 0.531994104385376	 Train Accuracy (%): 80.87999725341797 	 Test Accuracy (%): 43.150001525878906	 gHg: 84.72846984863281	 smoothness 10.3147611618042	 sharpness 31.329299926757812
==> Epoch 735/2000
==> Test
Train Loss 0.5325302481651306	 Train Accuracy (%): 80.54000091552734 	 Test Accuracy (%): 43.72999954223633	 gHg: 67.18644714355469	 smoothness 11.378971099853516	 sharpness 31.61640167236328
==> Epoch 736/2000
==> Test
Train Loss 0.5104960203170776	 Train Accuracy (%): 81.69999694824219 	 Test Accuracy (%): 43.119998931884766	 gHg: 50.68488693237305	 smoothness 8.131245613098145	 sharpness 29.465930938720703
==> Epoch 737/2000
==> Test
Train Loss 0.5605241060256958	 Train Accuracy (%): 79.80000305175781 	 Test Accuracy (%): 44.11000061035156	 gHg: 212.732177734375	 smoothness 13.822196006774902	 sharpness 36.65528106689453
==> Epoch 738/2000
==> Test
Train Loss 0.5241506099700928	 Train Accuracy (%): 81.12000274658203 	 Test Accuracy (%): 44.380001068115234	 gHg: 81.553466796875	 smoothness 13.660168647766113	 sharpness 32.03907775878906
==> Epoch 739/2000
==> Test
Train Loss 0.4927404224872589	 Train Accuracy (%): 82.5999984741211 	 Test Accuracy (%): 43.91999816894531	 gHg: 54.10062026977539	 smoothness 7.767222881317139	 sharpness 32.97882080078125
==> Epoch 740/2000
==> Test
Train Loss 0.5002126097679138	 Train Accuracy (%): 81.87999725341797 	 Test Accuracy (%): 44.9900016784668	 gHg: 81.8372802734375	 smoothness 11.762913703918457	 sharpness 30.068023681640625
==> Epoch 741/2000
==> Test
Train Loss 0.5170655250549316	 Train Accuracy (%): 81.4800033569336 	 Test Accuracy (%): 44.880001068115234	 gHg: 57.53072738647461	 smoothness 10.47065258026123	 sharpness 34.090721130371094
==> Epoch 742/2000
==> Test
Train Loss 0.47907060384750366	 Train Accuracy (%): 82.62000274658203 	 Test Accuracy (%): 43.86000061035156	 gHg: 41.66074752807617	 smoothness 10.354665756225586	 sharpness 29.643375396728516
==> Epoch 743/2000
==> Test
Train Loss 0.46972188353538513	 Train Accuracy (%): 82.66000366210938 	 Test Accuracy (%): 44.38999938964844	 gHg: 39.18450164794922	 smoothness 9.326573371887207	 sharpness 32.701324462890625
==> Epoch 744/2000
==> Test
Train Loss 0.4637521505355835	 Train Accuracy (%): 83.83999633789062 	 Test Accuracy (%): 44.189998626708984	 gHg: 36.23384094238281	 smoothness 9.764665603637695	 sharpness 31.480026245117188
==> Epoch 745/2000
==> Test
Train Loss 0.4574269652366638	 Train Accuracy (%): 83.27999877929688 	 Test Accuracy (%): 43.970001220703125	 gHg: 44.696754455566406	 smoothness 10.212798118591309	 sharpness 30.98099136352539
==> Epoch 746/2000
==> Test
Train Loss 0.4363164007663727	 Train Accuracy (%): 84.58000183105469 	 Test Accuracy (%): 44.20000076293945	 gHg: 22.938148498535156	 smoothness 9.857458114624023	 sharpness 33.21588897705078
==> Epoch 747/2000
==> Test
Train Loss 0.47028759121894836	 Train Accuracy (%): 83.22000122070312 	 Test Accuracy (%): 45.029998779296875	 gHg: 52.877349853515625	 smoothness 8.763847351074219	 sharpness 35.98751449584961
==> Epoch 748/2000
==> Test
Train Loss 0.4400409758090973	 Train Accuracy (%): 84.33999633789062 	 Test Accuracy (%): 45.0	 gHg: 30.244802474975586	 smoothness 12.202594757080078	 sharpness 29.31527328491211
==> Epoch 749/2000
==> Test
Train Loss 0.43753549456596375	 Train Accuracy (%): 84.41999816894531 	 Test Accuracy (%): 44.70000076293945	 gHg: 21.041906356811523	 smoothness 7.218019485473633	 sharpness 31.519710540771484
==> Epoch 750/2000
==> Test
Train Loss 0.44044229388237	 Train Accuracy (%): 83.86000061035156 	 Test Accuracy (%): 44.54999923706055	 gHg: 47.047096252441406	 smoothness 10.093019485473633	 sharpness 38.77860641479492
==> Epoch 751/2000
==> Test
Train Loss 0.44210782647132874	 Train Accuracy (%): 83.86000061035156 	 Test Accuracy (%): 43.31999969482422	 gHg: 44.95469665527344	 smoothness 12.073426246643066	 sharpness 32.98207473754883
==> Epoch 752/2000
==> Test
Train Loss 0.41675278544425964	 Train Accuracy (%): 85.19999694824219 	 Test Accuracy (%): 43.13999938964844	 gHg: 37.40438461303711	 smoothness 11.372018814086914	 sharpness 33.07821273803711
==> Epoch 753/2000
==> Test
Train Loss 0.4277106821537018	 Train Accuracy (%): 84.68000030517578 	 Test Accuracy (%): 43.599998474121094	 gHg: 37.26374053955078	 smoothness 11.148096084594727	 sharpness 36.0212287902832
==> Epoch 754/2000
==> Test
Train Loss 0.4388512670993805	 Train Accuracy (%): 84.26000213623047 	 Test Accuracy (%): 44.22999954223633	 gHg: 38.8863525390625	 smoothness 10.286354064941406	 sharpness 34.85114669799805
==> Epoch 755/2000
==> Test
Train Loss 0.42711156606674194	 Train Accuracy (%): 84.69999694824219 	 Test Accuracy (%): 44.15999984741211	 gHg: 60.591251373291016	 smoothness 13.232260704040527	 sharpness 35.05551528930664
==> Epoch 756/2000
==> Test
Train Loss 0.4209482967853546	 Train Accuracy (%): 85.0199966430664 	 Test Accuracy (%): 44.540000915527344	 gHg: 50.905799865722656	 smoothness 13.35080623626709	 sharpness 32.24363327026367
==> Epoch 757/2000
==> Test
Train Loss 0.4185065031051636	 Train Accuracy (%): 85.18000030517578 	 Test Accuracy (%): 44.65999984741211	 gHg: 26.318571090698242	 smoothness 9.275910377502441	 sharpness 33.89397430419922
==> Epoch 758/2000
==> Test
Train Loss 0.4349590837955475	 Train Accuracy (%): 84.4800033569336 	 Test Accuracy (%): 44.029998779296875	 gHg: 58.010704040527344	 smoothness 11.682461738586426	 sharpness 33.44247817993164
==> Epoch 759/2000
==> Test
Train Loss 0.44006240367889404	 Train Accuracy (%): 84.27999877929688 	 Test Accuracy (%): 44.130001068115234	 gHg: 83.55332946777344	 smoothness 14.399946212768555	 sharpness 36.81818389892578
==> Epoch 760/2000
==> Test
Train Loss 0.4349178075790405	 Train Accuracy (%): 84.54000091552734 	 Test Accuracy (%): 44.939998626708984	 gHg: 47.246131896972656	 smoothness 12.475357055664062	 sharpness 36.33847427368164
==> Epoch 761/2000
==> Test
Train Loss 0.43242308497428894	 Train Accuracy (%): 84.05999755859375 	 Test Accuracy (%): 44.279998779296875	 gHg: 59.81538391113281	 smoothness 10.58283519744873	 sharpness 34.42206573486328
==> Epoch 762/2000
==> Test
Train Loss 0.445726215839386	 Train Accuracy (%): 83.87999725341797 	 Test Accuracy (%): 44.08000183105469	 gHg: 129.2420654296875	 smoothness 14.70528793334961	 sharpness 38.54464340209961
==> Epoch 763/2000
==> Test
Train Loss 0.42349448800086975	 Train Accuracy (%): 85.23999786376953 	 Test Accuracy (%): 45.02000045776367	 gHg: 38.22397232055664	 smoothness 13.04621696472168	 sharpness 36.397090911865234
==> Epoch 764/2000
==> Test
Train Loss 0.4256363809108734	 Train Accuracy (%): 84.44000244140625 	 Test Accuracy (%): 44.43000030517578	 gHg: 63.08265686035156	 smoothness 6.225677013397217	 sharpness 35.662296295166016
==> Epoch 765/2000
==> Test
Train Loss 0.44298022985458374	 Train Accuracy (%): 83.68000030517578 	 Test Accuracy (%): 43.9900016784668	 gHg: 125.21028137207031	 smoothness 16.70325469970703	 sharpness 37.055728912353516
==> Epoch 766/2000
==> Test
Train Loss 0.4345592260360718	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 44.650001525878906	 gHg: 85.37208557128906	 smoothness 12.647734642028809	 sharpness 38.54034423828125
==> Epoch 767/2000
==> Test
Train Loss 0.43813544511795044	 Train Accuracy (%): 83.76000213623047 	 Test Accuracy (%): 44.279998779296875	 gHg: 65.11839294433594	 smoothness 12.625170707702637	 sharpness 37.6391487121582
==> Epoch 768/2000
==> Test
Train Loss 0.4164738357067108	 Train Accuracy (%): 84.5 	 Test Accuracy (%): 44.349998474121094	 gHg: 53.00715255737305	 smoothness 10.38113021850586	 sharpness 32.23031234741211
==> Epoch 769/2000
==> Test
Train Loss 0.44892024993896484	 Train Accuracy (%): 83.91999816894531 	 Test Accuracy (%): 45.150001525878906	 gHg: 102.96263885498047	 smoothness 12.273422241210938	 sharpness 38.9658203125
==> Epoch 770/2000
==> Test
Train Loss 0.45793378353118896	 Train Accuracy (%): 84.04000091552734 	 Test Accuracy (%): 43.7599983215332	 gHg: 133.76686096191406	 smoothness 15.095802307128906	 sharpness 33.47829055786133
==> Epoch 771/2000
==> Test
Train Loss 0.4441911280155182	 Train Accuracy (%): 83.33999633789062 	 Test Accuracy (%): 44.09000015258789	 gHg: 112.33422088623047	 smoothness 15.129958152770996	 sharpness 38.614383697509766
==> Epoch 772/2000
==> Test
Train Loss 0.4028993844985962	 Train Accuracy (%): 85.12000274658203 	 Test Accuracy (%): 44.560001373291016	 gHg: 44.64810562133789	 smoothness 10.173514366149902	 sharpness 35.58110427856445
==> Epoch 773/2000
==> Test
Train Loss 0.4507211446762085	 Train Accuracy (%): 84.05999755859375 	 Test Accuracy (%): 43.91999816894531	 gHg: 81.79524230957031	 smoothness 13.139008522033691	 sharpness 36.06086730957031
==> Epoch 774/2000
==> Test
Train Loss 0.4446680247783661	 Train Accuracy (%): 84.22000122070312 	 Test Accuracy (%): 44.060001373291016	 gHg: 99.38074493408203	 smoothness 13.350526809692383	 sharpness 35.1899528503418
==> Epoch 775/2000
==> Test
Train Loss 0.41827431321144104	 Train Accuracy (%): 84.9800033569336 	 Test Accuracy (%): 44.56999969482422	 gHg: 55.81412124633789	 smoothness 13.5198335647583	 sharpness 33.1927375793457
==> Epoch 776/2000
==> Test
Train Loss 0.4087368845939636	 Train Accuracy (%): 85.36000061035156 	 Test Accuracy (%): 44.0	 gHg: 18.1057186126709	 smoothness 8.501931190490723	 sharpness 30.627161026000977
==> Epoch 777/2000
==> Test
Train Loss 0.44104576110839844	 Train Accuracy (%): 84.44000244140625 	 Test Accuracy (%): 43.529998779296875	 gHg: 140.52159118652344	 smoothness 12.542461395263672	 sharpness 41.805599212646484
==> Epoch 778/2000
==> Test
Train Loss 0.44804590940475464	 Train Accuracy (%): 84.12000274658203 	 Test Accuracy (%): 44.36000061035156	 gHg: 119.04524230957031	 smoothness 16.78276824951172	 sharpness 36.439632415771484
==> Epoch 779/2000
==> Test
Train Loss 0.41190898418426514	 Train Accuracy (%): 85.13999938964844 	 Test Accuracy (%): 44.040000915527344	 gHg: 32.016780853271484	 smoothness 11.181608200073242	 sharpness 30.150131225585938
==> Epoch 780/2000
==> Test
Train Loss 0.416338711977005	 Train Accuracy (%): 85.0 	 Test Accuracy (%): 43.90999984741211	 gHg: 84.41058349609375	 smoothness 10.302430152893066	 sharpness 36.69962692260742
==> Epoch 781/2000
==> Test
Train Loss 0.44706085324287415	 Train Accuracy (%): 84.58000183105469 	 Test Accuracy (%): 44.150001525878906	 gHg: 75.65269470214844	 smoothness 14.794561386108398	 sharpness 34.47173309326172
==> Epoch 782/2000
==> Test
Train Loss 0.40624916553497314	 Train Accuracy (%): 84.94000244140625 	 Test Accuracy (%): 44.689998626708984	 gHg: 39.424957275390625	 smoothness 11.054638862609863	 sharpness 35.43595886230469
==> Epoch 783/2000
==> Test
Train Loss 0.42374125123023987	 Train Accuracy (%): 84.91999816894531 	 Test Accuracy (%): 44.849998474121094	 gHg: 61.26232147216797	 smoothness 10.535802841186523	 sharpness 35.61594009399414
==> Epoch 784/2000
==> Test
Train Loss 0.4102960526943207	 Train Accuracy (%): 85.5999984741211 	 Test Accuracy (%): 44.2400016784668	 gHg: 44.86953353881836	 smoothness 12.789530754089355	 sharpness 32.42539978027344
==> Epoch 785/2000
==> Test
Train Loss 0.4049318730831146	 Train Accuracy (%): 85.08000183105469 	 Test Accuracy (%): 44.349998474121094	 gHg: 42.140316009521484	 smoothness 9.39657974243164	 sharpness 33.179481506347656
==> Epoch 786/2000
==> Test
Train Loss 0.4076833426952362	 Train Accuracy (%): 85.37999725341797 	 Test Accuracy (%): 44.209999084472656	 gHg: 55.52056121826172	 smoothness 12.769270896911621	 sharpness 34.79861068725586
==> Epoch 787/2000
==> Test
Train Loss 0.398009717464447	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 43.91999816894531	 gHg: 56.78610610961914	 smoothness 11.296677589416504	 sharpness 34.3441276550293
==> Epoch 788/2000
==> Test
Train Loss 0.4196511209011078	 Train Accuracy (%): 84.81999969482422 	 Test Accuracy (%): 44.790000915527344	 gHg: 57.736671447753906	 smoothness 13.208059310913086	 sharpness 34.40402603149414
==> Epoch 789/2000
==> Test
Train Loss 0.42081478238105774	 Train Accuracy (%): 85.41999816894531 	 Test Accuracy (%): 44.84000015258789	 gHg: 36.22932434082031	 smoothness 10.757469177246094	 sharpness 34.25465393066406
==> Epoch 790/2000
==> Test
Train Loss 0.37733057141304016	 Train Accuracy (%): 86.87999725341797 	 Test Accuracy (%): 44.459999084472656	 gHg: 33.112770080566406	 smoothness 10.784337997436523	 sharpness 33.087337493896484
==> Epoch 791/2000
==> Test
Train Loss 0.3934364914894104	 Train Accuracy (%): 86.13999938964844 	 Test Accuracy (%): 45.06999969482422	 gHg: 27.301403045654297	 smoothness 10.536331176757812	 sharpness 34.267425537109375
==> Epoch 792/2000
==> Test
Train Loss 0.39492788910865784	 Train Accuracy (%): 85.9000015258789 	 Test Accuracy (%): 44.54999923706055	 gHg: 14.739534378051758	 smoothness 9.11896800994873	 sharpness 33.2579460144043
==> Epoch 793/2000
==> Test
Train Loss 0.3881255090236664	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 44.47999954223633	 gHg: 38.91517639160156	 smoothness 10.916080474853516	 sharpness 33.4873046875
==> Epoch 794/2000
==> Test
Train Loss 0.38263294100761414	 Train Accuracy (%): 85.80000305175781 	 Test Accuracy (%): 44.290000915527344	 gHg: 20.823936462402344	 smoothness 11.855839729309082	 sharpness 32.6667594909668
==> Epoch 795/2000
==> Test
Train Loss 0.38794150948524475	 Train Accuracy (%): 86.41999816894531 	 Test Accuracy (%): 44.400001525878906	 gHg: 20.36194610595703	 smoothness 8.906232833862305	 sharpness 32.23185348510742
==> Epoch 796/2000
==> Test
Train Loss 0.3971671760082245	 Train Accuracy (%): 86.08000183105469 	 Test Accuracy (%): 44.650001525878906	 gHg: 30.94342041015625	 smoothness 10.871191024780273	 sharpness 33.96968460083008
==> Epoch 797/2000
==> Test
Train Loss 0.37319114804267883	 Train Accuracy (%): 87.04000091552734 	 Test Accuracy (%): 44.18000030517578	 gHg: 14.822622299194336	 smoothness 10.777917861938477	 sharpness 33.22438049316406
==> Epoch 798/2000
==> Test
Train Loss 0.3743946850299835	 Train Accuracy (%): 86.68000030517578 	 Test Accuracy (%): 44.04999923706055	 gHg: 27.00808334350586	 smoothness 8.077329635620117	 sharpness 33.847434997558594
==> Epoch 799/2000
==> Test
Train Loss 0.3895869553089142	 Train Accuracy (%): 86.0 	 Test Accuracy (%): 44.36000061035156	 gHg: 48.76615905761719	 smoothness 14.169973373413086	 sharpness 36.26937484741211
==> Epoch 800/2000
==> Test
Train Loss 0.3825879991054535	 Train Accuracy (%): 86.27999877929688 	 Test Accuracy (%): 44.06999969482422	 gHg: 17.43701934814453	 smoothness 10.747045516967773	 sharpness 33.24392318725586
==> Epoch 801/2000
==> Test
Train Loss 0.39183172583580017	 Train Accuracy (%): 85.76000213623047 	 Test Accuracy (%): 44.369998931884766	 gHg: 33.847251892089844	 smoothness 10.203971862792969	 sharpness 34.826900482177734
==> Epoch 802/2000
==> Test
Train Loss 0.37634551525115967	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 44.060001373291016	 gHg: 25.613773345947266	 smoothness 12.029348373413086	 sharpness 34.49958801269531
==> Epoch 803/2000
==> Test
Train Loss 0.36503392457962036	 Train Accuracy (%): 86.36000061035156 	 Test Accuracy (%): 43.9900016784668	 gHg: 17.456777572631836	 smoothness 8.205080032348633	 sharpness 34.628623962402344
==> Epoch 804/2000
==> Test
Train Loss 0.37845784425735474	 Train Accuracy (%): 86.05999755859375 	 Test Accuracy (%): 44.0099983215332	 gHg: 35.27552795410156	 smoothness 11.901339530944824	 sharpness 36.274169921875
==> Epoch 805/2000
==> Test
Train Loss 0.3842780292034149	 Train Accuracy (%): 86.12000274658203 	 Test Accuracy (%): 43.939998626708984	 gHg: 32.97100830078125	 smoothness 12.092500686645508	 sharpness 36.45213317871094
==> Epoch 806/2000
==> Test
Train Loss 0.3646160960197449	 Train Accuracy (%): 86.94000244140625 	 Test Accuracy (%): 44.31999969482422	 gHg: 32.242454528808594	 smoothness 10.919000625610352	 sharpness 36.65871810913086
==> Epoch 807/2000
==> Test
Train Loss 0.393128901720047	 Train Accuracy (%): 85.73999786376953 	 Test Accuracy (%): 44.38999938964844	 gHg: 55.306983947753906	 smoothness 13.17953872680664	 sharpness 35.42240524291992
==> Epoch 808/2000
==> Test
Train Loss 0.3730678856372833	 Train Accuracy (%): 86.5999984741211 	 Test Accuracy (%): 44.15999984741211	 gHg: 28.01058578491211	 smoothness 12.8486328125	 sharpness 33.39148712158203
==> Epoch 809/2000
==> Test
Train Loss 0.3809260427951813	 Train Accuracy (%): 86.62000274658203 	 Test Accuracy (%): 44.38999938964844	 gHg: 35.350582122802734	 smoothness 9.14345645904541	 sharpness 34.92753219604492
==> Epoch 810/2000
==> Test
Train Loss 0.3909306228160858	 Train Accuracy (%): 85.91999816894531 	 Test Accuracy (%): 44.36000061035156	 gHg: 60.780433654785156	 smoothness 12.976665496826172	 sharpness 38.130165100097656
==> Epoch 811/2000
==> Test
Train Loss 0.35446128249168396	 Train Accuracy (%): 87.55999755859375 	 Test Accuracy (%): 44.47999954223633	 gHg: 32.8621711730957	 smoothness 12.726787567138672	 sharpness 37.062076568603516
==> Epoch 812/2000
==> Test
Train Loss 0.3676290214061737	 Train Accuracy (%): 86.94000244140625 	 Test Accuracy (%): 44.63999938964844	 gHg: 28.725461959838867	 smoothness 10.002350807189941	 sharpness 32.46730041503906
==> Epoch 813/2000
==> Test
Train Loss 0.35305941104888916	 Train Accuracy (%): 87.54000091552734 	 Test Accuracy (%): 44.52000045776367	 gHg: 17.531644821166992	 smoothness 10.99893856048584	 sharpness 35.53179168701172
==> Epoch 814/2000
==> Test
Train Loss 0.3785918354988098	 Train Accuracy (%): 87.0 	 Test Accuracy (%): 44.40999984741211	 gHg: 39.26066589355469	 smoothness 9.231077194213867	 sharpness 37.54274368286133
==> Epoch 815/2000
==> Test
Train Loss 0.3767772316932678	 Train Accuracy (%): 87.13999938964844 	 Test Accuracy (%): 44.54999923706055	 gHg: 31.6196231842041	 smoothness 12.868696212768555	 sharpness 33.91367721557617
==> Epoch 816/2000
==> Test
Train Loss 0.3541782796382904	 Train Accuracy (%): 87.41999816894531 	 Test Accuracy (%): 44.439998626708984	 gHg: 23.021841049194336	 smoothness 9.805936813354492	 sharpness 36.08374786376953
==> Epoch 817/2000
==> Test
Train Loss 0.3842051923274994	 Train Accuracy (%): 86.22000122070312 	 Test Accuracy (%): 44.56999969482422	 gHg: 51.02095413208008	 smoothness 12.224109649658203	 sharpness 36.13582229614258
==> Epoch 818/2000
==> Test
Train Loss 0.3553299307823181	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 44.060001373291016	 gHg: 48.26320266723633	 smoothness 13.226203918457031	 sharpness 34.9478759765625
==> Epoch 819/2000
==> Test
Train Loss 0.36441224813461304	 Train Accuracy (%): 86.54000091552734 	 Test Accuracy (%): 44.459999084472656	 gHg: 41.181026458740234	 smoothness 10.911421775817871	 sharpness 38.87040710449219
==> Epoch 820/2000
==> Test
Train Loss 0.3934462070465088	 Train Accuracy (%): 85.62000274658203 	 Test Accuracy (%): 44.400001525878906	 gHg: 63.3708381652832	 smoothness 12.999466896057129	 sharpness 36.39137649536133
==> Epoch 821/2000
==> Test
Train Loss 0.3853904902935028	 Train Accuracy (%): 86.63999938964844 	 Test Accuracy (%): 44.689998626708984	 gHg: 61.4760856628418	 smoothness 13.692384719848633	 sharpness 38.13923645019531
==> Epoch 822/2000
==> Test
Train Loss 0.35868561267852783	 Train Accuracy (%): 87.16000366210938 	 Test Accuracy (%): 44.41999816894531	 gHg: 31.45343589782715	 smoothness 11.725741386413574	 sharpness 38.58738708496094
==> Epoch 823/2000
==> Test
Train Loss 0.36625173687934875	 Train Accuracy (%): 87.08000183105469 	 Test Accuracy (%): 43.68000030517578	 gHg: 46.43641662597656	 smoothness 10.255979537963867	 sharpness 35.27991485595703
==> Epoch 824/2000
==> Test
Train Loss 0.3594357967376709	 Train Accuracy (%): 86.16000366210938 	 Test Accuracy (%): 43.970001220703125	 gHg: 53.226104736328125	 smoothness 13.29798698425293	 sharpness 34.60710144042969
==> Epoch 825/2000
==> Test
Train Loss 0.35772380232810974	 Train Accuracy (%): 87.12000274658203 	 Test Accuracy (%): 44.20000076293945	 gHg: 40.707435607910156	 smoothness 10.722538948059082	 sharpness 37.721595764160156
==> Epoch 826/2000
==> Test
Train Loss 0.3909807503223419	 Train Accuracy (%): 85.63999938964844 	 Test Accuracy (%): 43.63999938964844	 gHg: 97.76774597167969	 smoothness 13.377820014953613	 sharpness 36.90593719482422
==> Epoch 827/2000
==> Test
Train Loss 0.4150407612323761	 Train Accuracy (%): 85.26000213623047 	 Test Accuracy (%): 44.060001373291016	 gHg: 146.978759765625	 smoothness 16.928369522094727	 sharpness 37.601715087890625
==> Epoch 828/2000
==> Test
Train Loss 0.3919265568256378	 Train Accuracy (%): 85.95999908447266 	 Test Accuracy (%): 44.400001525878906	 gHg: 68.03181457519531	 smoothness 13.388221740722656	 sharpness 39.3694953918457
==> Epoch 829/2000
==> Test
Train Loss 0.3943258821964264	 Train Accuracy (%): 86.12000274658203 	 Test Accuracy (%): 43.66999816894531	 gHg: 70.6385498046875	 smoothness 10.922414779663086	 sharpness 35.50535202026367
==> Epoch 830/2000
==> Test
Train Loss 0.3943673074245453	 Train Accuracy (%): 85.69999694824219 	 Test Accuracy (%): 44.380001068115234	 gHg: 102.29986572265625	 smoothness 14.615076065063477	 sharpness 36.88282012939453
==> Epoch 831/2000
==> Test
Train Loss 0.41088154911994934	 Train Accuracy (%): 84.80000305175781 	 Test Accuracy (%): 43.709999084472656	 gHg: 75.7874526977539	 smoothness 12.934611320495605	 sharpness 33.709781646728516
==> Epoch 832/2000
==> Test
Train Loss 0.38514968752861023	 Train Accuracy (%): 86.13999938964844 	 Test Accuracy (%): 43.810001373291016	 gHg: 53.75822830200195	 smoothness 11.969210624694824	 sharpness 38.546875
==> Epoch 833/2000
==> Test
Train Loss 0.3739493489265442	 Train Accuracy (%): 86.4000015258789 	 Test Accuracy (%): 44.439998626708984	 gHg: 61.55642318725586	 smoothness 11.730555534362793	 sharpness 35.217918395996094
==> Epoch 834/2000
==> Test
Train Loss 0.409492552280426	 Train Accuracy (%): 84.87999725341797 	 Test Accuracy (%): 44.470001220703125	 gHg: 88.95768737792969	 smoothness 14.347784996032715	 sharpness 35.743839263916016
==> Epoch 835/2000
==> Test
Train Loss 0.3532703220844269	 Train Accuracy (%): 87.08000183105469 	 Test Accuracy (%): 44.2599983215332	 gHg: 48.29063034057617	 smoothness 12.921113014221191	 sharpness 35.376625061035156
==> Epoch 836/2000
==> Test
Train Loss 0.3473726212978363	 Train Accuracy (%): 87.55999755859375 	 Test Accuracy (%): 44.5099983215332	 gHg: 33.927284240722656	 smoothness 9.709278106689453	 sharpness 35.793853759765625
==> Epoch 837/2000
==> Test
Train Loss 0.39295724034309387	 Train Accuracy (%): 85.83999633789062 	 Test Accuracy (%): 44.869998931884766	 gHg: 73.21611022949219	 smoothness 12.573787689208984	 sharpness 34.0650749206543
==> Epoch 838/2000
==> Test
Train Loss 0.3721301555633545	 Train Accuracy (%): 86.5 	 Test Accuracy (%): 43.939998626708984	 gHg: 57.661468505859375	 smoothness 13.426459312438965	 sharpness 32.16328811645508
==> Epoch 839/2000
==> Test
Train Loss 0.3701876997947693	 Train Accuracy (%): 86.5199966430664 	 Test Accuracy (%): 43.86000061035156	 gHg: 47.484859466552734	 smoothness 11.658141136169434	 sharpness 37.0356559753418
==> Epoch 840/2000
==> Test
Train Loss 0.35921141505241394	 Train Accuracy (%): 86.62000274658203 	 Test Accuracy (%): 44.5	 gHg: 46.45488357543945	 smoothness 12.14788818359375	 sharpness 37.002235412597656
==> Epoch 841/2000
==> Test
Train Loss 0.3669793903827667	 Train Accuracy (%): 87.27999877929688 	 Test Accuracy (%): 44.68000030517578	 gHg: 26.862794876098633	 smoothness 10.615017890930176	 sharpness 33.3106689453125
==> Epoch 842/2000
==> Test
Train Loss 0.3726164698600769	 Train Accuracy (%): 86.86000061035156 	 Test Accuracy (%): 44.779998779296875	 gHg: 20.065799713134766	 smoothness 9.60656452178955	 sharpness 37.326148986816406
==> Epoch 843/2000
==> Test
Train Loss 0.37642133235931396	 Train Accuracy (%): 86.80000305175781 	 Test Accuracy (%): 44.04999923706055	 gHg: 38.537445068359375	 smoothness 9.546072006225586	 sharpness 36.55251693725586
==> Epoch 844/2000
==> Test
Train Loss 0.36400535702705383	 Train Accuracy (%): 87.0 	 Test Accuracy (%): 43.91999816894531	 gHg: 24.76575469970703	 smoothness 11.789448738098145	 sharpness 35.84122085571289
==> Epoch 845/2000
==> Test
Train Loss 0.3468737304210663	 Train Accuracy (%): 87.66000366210938 	 Test Accuracy (%): 44.290000915527344	 gHg: 16.338533401489258	 smoothness 8.645373344421387	 sharpness 36.77164840698242
==> Epoch 846/2000
==> Test
Train Loss 0.35289594531059265	 Train Accuracy (%): 87.44000244140625 	 Test Accuracy (%): 44.34000015258789	 gHg: 28.91347312927246	 smoothness 10.91006088256836	 sharpness 38.892417907714844
==> Epoch 847/2000
==> Test
Train Loss 0.33820948004722595	 Train Accuracy (%): 87.73999786376953 	 Test Accuracy (%): 44.5099983215332	 gHg: 10.614319801330566	 smoothness 9.598994255065918	 sharpness 34.74271011352539
==> Epoch 848/2000
==> Test
Train Loss 0.3526752293109894	 Train Accuracy (%): 87.4000015258789 	 Test Accuracy (%): 43.83000183105469	 gHg: 28.201480865478516	 smoothness 9.104154586791992	 sharpness 36.76082992553711
==> Epoch 849/2000
==> Test
Train Loss 0.3769510090351105	 Train Accuracy (%): 86.45999908447266 	 Test Accuracy (%): 44.560001373291016	 gHg: 60.419918060302734	 smoothness 13.00582504272461	 sharpness 39.34653091430664
==> Epoch 850/2000
==> Test
Train Loss 0.34673207998275757	 Train Accuracy (%): 87.91999816894531 	 Test Accuracy (%): 44.25	 gHg: 34.02728271484375	 smoothness 12.408896446228027	 sharpness 37.34584426879883
==> Epoch 851/2000
==> Test
Train Loss 0.3465039134025574	 Train Accuracy (%): 87.86000061035156 	 Test Accuracy (%): 44.38999938964844	 gHg: 20.670122146606445	 smoothness 8.576844215393066	 sharpness 37.307498931884766
==> Epoch 852/2000
==> Test
Train Loss 0.3776502311229706	 Train Accuracy (%): 86.4800033569336 	 Test Accuracy (%): 45.130001068115234	 gHg: 102.44647216796875	 smoothness 12.27475357055664	 sharpness 41.95221710205078
==> Epoch 853/2000
==> Test
Train Loss 0.3727901577949524	 Train Accuracy (%): 86.37999725341797 	 Test Accuracy (%): 44.810001373291016	 gHg: 87.41142272949219	 smoothness 15.872762680053711	 sharpness 38.091922760009766
==> Epoch 854/2000
==> Test
Train Loss 0.3648221790790558	 Train Accuracy (%): 87.23999786376953 	 Test Accuracy (%): 44.43000030517578	 gHg: 41.93391036987305	 smoothness 11.638350486755371	 sharpness 33.64089584350586
==> Epoch 855/2000
==> Test
Train Loss 0.37164849042892456	 Train Accuracy (%): 86.62000274658203 	 Test Accuracy (%): 44.869998931884766	 gHg: 73.77605438232422	 smoothness 11.330242156982422	 sharpness 37.16851043701172
==> Epoch 856/2000
==> Test
Train Loss 0.3473597764968872	 Train Accuracy (%): 87.68000030517578 	 Test Accuracy (%): 44.15999984741211	 gHg: 66.18341064453125	 smoothness 14.328302383422852	 sharpness 33.09050750732422
==> Epoch 857/2000
==> Test
Train Loss 0.3461358845233917	 Train Accuracy (%): 87.80000305175781 	 Test Accuracy (%): 43.88999938964844	 gHg: 29.614044189453125	 smoothness 11.072738647460938	 sharpness 39.33638381958008
==> Epoch 858/2000
==> Test
Train Loss 0.36644887924194336	 Train Accuracy (%): 86.95999908447266 	 Test Accuracy (%): 44.15999984741211	 gHg: 80.02388000488281	 smoothness 8.772390365600586	 sharpness 37.156005859375
==> Epoch 859/2000
==> Test
Train Loss 0.3972856104373932	 Train Accuracy (%): 85.5 	 Test Accuracy (%): 43.09000015258789	 gHg: 138.4582061767578	 smoothness 17.277620315551758	 sharpness 37.37594985961914
==> Epoch 860/2000
==> Test
Train Loss 0.37965741753578186	 Train Accuracy (%): 86.04000091552734 	 Test Accuracy (%): 43.939998626708984	 gHg: 122.1044921875	 smoothness 14.433736801147461	 sharpness 44.91200256347656
==> Epoch 861/2000
==> Test
Train Loss 0.353904664516449	 Train Accuracy (%): 86.83999633789062 	 Test Accuracy (%): 44.61000061035156	 gHg: 79.07836151123047	 smoothness 12.256997108459473	 sharpness 37.76976776123047
==> Epoch 862/2000
==> Test
Train Loss 0.4087851345539093	 Train Accuracy (%): 84.9800033569336 	 Test Accuracy (%): 43.040000915527344	 gHg: 106.40605163574219	 smoothness 14.023784637451172	 sharpness 34.32881164550781
==> Epoch 863/2000
==> Test
Train Loss 0.3905474543571472	 Train Accuracy (%): 85.22000122070312 	 Test Accuracy (%): 43.560001373291016	 gHg: 128.4239959716797	 smoothness 13.542999267578125	 sharpness 45.14622116088867
==> Epoch 864/2000
==> Test
Train Loss 0.3988048732280731	 Train Accuracy (%): 85.36000061035156 	 Test Accuracy (%): 44.66999816894531	 gHg: 134.36265563964844	 smoothness 14.196712493896484	 sharpness 36.43234634399414
==> Epoch 865/2000
==> Test
Train Loss 0.3792211413383484	 Train Accuracy (%): 86.41999816894531 	 Test Accuracy (%): 44.0099983215332	 gHg: 85.88441467285156	 smoothness 13.856475830078125	 sharpness 35.215877532958984
==> Epoch 866/2000
==> Test
Train Loss 0.38843032717704773	 Train Accuracy (%): 86.19999694824219 	 Test Accuracy (%): 43.72999954223633	 gHg: 83.1002426147461	 smoothness 11.5291166305542	 sharpness 38.435733795166016
==> Epoch 867/2000
==> Test
Train Loss 0.3807730972766876	 Train Accuracy (%): 86.0999984741211 	 Test Accuracy (%): 44.45000076293945	 gHg: 91.68402099609375	 smoothness 14.061304092407227	 sharpness 39.058528900146484
==> Epoch 868/2000
==> Test
Train Loss 0.34570541977882385	 Train Accuracy (%): 87.68000030517578 	 Test Accuracy (%): 44.349998474121094	 gHg: 41.83216094970703	 smoothness 11.563955307006836	 sharpness 34.9583740234375
==> Epoch 869/2000
==> Test
Train Loss 0.3886735439300537	 Train Accuracy (%): 86.30000305175781 	 Test Accuracy (%): 43.56999969482422	 gHg: 88.56378173828125	 smoothness 10.21398639678955	 sharpness 35.97244644165039
==> Epoch 870/2000
==> Test
Train Loss 0.39668551087379456	 Train Accuracy (%): 85.69999694824219 	 Test Accuracy (%): 43.95000076293945	 gHg: 93.0981216430664	 smoothness 15.073822975158691	 sharpness 38.55913543701172
==> Epoch 871/2000
==> Test
Train Loss 0.3609541058540344	 Train Accuracy (%): 87.37999725341797 	 Test Accuracy (%): 44.25	 gHg: 39.76597595214844	 smoothness 9.874994277954102	 sharpness 36.33200454711914
==> Epoch 872/2000
==> Test
Train Loss 0.3884086012840271	 Train Accuracy (%): 86.12000274658203 	 Test Accuracy (%): 44.61000061035156	 gHg: 105.43461608886719	 smoothness 14.153647422790527	 sharpness 36.107826232910156
==> Epoch 873/2000
==> Test
Train Loss 0.3658774197101593	 Train Accuracy (%): 86.5199966430664 	 Test Accuracy (%): 44.279998779296875	 gHg: 65.53397369384766	 smoothness 13.593792915344238	 sharpness 36.51266098022461
==> Epoch 874/2000
==> Test
Train Loss 0.355577290058136	 Train Accuracy (%): 87.22000122070312 	 Test Accuracy (%): 44.33000183105469	 gHg: 51.07620620727539	 smoothness 10.153081893920898	 sharpness 38.36790084838867
==> Epoch 875/2000
==> Test
Train Loss 0.37527143955230713	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 44.630001068115234	 gHg: 71.9909896850586	 smoothness 13.179618835449219	 sharpness 34.943885803222656
==> Epoch 876/2000
==> Test
Train Loss 0.3586835563182831	 Train Accuracy (%): 87.4000015258789 	 Test Accuracy (%): 43.66999816894531	 gHg: 52.093170166015625	 smoothness 11.515016555786133	 sharpness 35.879512786865234
==> Epoch 877/2000
==> Test
Train Loss 0.3397534489631653	 Train Accuracy (%): 88.05999755859375 	 Test Accuracy (%): 43.720001220703125	 gHg: 59.29729080200195	 smoothness 12.549003601074219	 sharpness 34.73031997680664
==> Epoch 878/2000
==> Test
Train Loss 0.3600133955478668	 Train Accuracy (%): 86.95999908447266 	 Test Accuracy (%): 44.72999954223633	 gHg: 47.352230072021484	 smoothness 12.346817016601562	 sharpness 35.15465545654297
==> Epoch 879/2000
==> Test
Train Loss 0.34118425846099854	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 44.279998779296875	 gHg: 39.537506103515625	 smoothness 10.625082969665527	 sharpness 32.68276596069336
==> Epoch 880/2000
==> Test
Train Loss 0.3424244523048401	 Train Accuracy (%): 87.30000305175781 	 Test Accuracy (%): 44.029998779296875	 gHg: 58.080509185791016	 smoothness 13.49951171875	 sharpness 34.80025100708008
==> Epoch 881/2000
==> Test
Train Loss 0.3664271831512451	 Train Accuracy (%): 86.77999877929688 	 Test Accuracy (%): 44.439998626708984	 gHg: 75.15066528320312	 smoothness 13.571059226989746	 sharpness 41.271636962890625
==> Epoch 882/2000
==> Test
Train Loss 0.37263983488082886	 Train Accuracy (%): 86.18000030517578 	 Test Accuracy (%): 44.209999084472656	 gHg: 71.58350372314453	 smoothness 14.136588096618652	 sharpness 36.881248474121094
==> Epoch 883/2000
==> Test
Train Loss 0.33254584670066833	 Train Accuracy (%): 87.95999908447266 	 Test Accuracy (%): 44.380001068115234	 gHg: 36.222293853759766	 smoothness 12.808076858520508	 sharpness 35.59710693359375
==> Epoch 884/2000
==> Test
Train Loss 0.33021095395088196	 Train Accuracy (%): 88.36000061035156 	 Test Accuracy (%): 44.790000915527344	 gHg: 18.762287139892578	 smoothness 9.187283515930176	 sharpness 33.34895706176758
==> Epoch 885/2000
==> Test
Train Loss 0.33916452527046204	 Train Accuracy (%): 88.04000091552734 	 Test Accuracy (%): 45.119998931884766	 gHg: 18.719005584716797	 smoothness 10.118517875671387	 sharpness 36.69817352294922
==> Epoch 886/2000
==> Test
Train Loss 0.3383037745952606	 Train Accuracy (%): 87.86000061035156 	 Test Accuracy (%): 44.400001525878906	 gHg: 14.98112678527832	 smoothness 8.04810905456543	 sharpness 33.230979919433594
==> Epoch 887/2000
==> Test
Train Loss 0.3362393081188202	 Train Accuracy (%): 88.23999786376953 	 Test Accuracy (%): 44.150001525878906	 gHg: 29.967105865478516	 smoothness 9.80588150024414	 sharpness 36.28033447265625
==> Epoch 888/2000
==> Test
Train Loss 0.36022064089775085	 Train Accuracy (%): 87.36000061035156 	 Test Accuracy (%): 44.369998931884766	 gHg: 36.20660400390625	 smoothness 12.025483131408691	 sharpness 37.55667495727539
==> Epoch 889/2000
==> Test
Train Loss 0.32789337635040283	 Train Accuracy (%): 88.73999786376953 	 Test Accuracy (%): 43.849998474121094	 gHg: 32.99677276611328	 smoothness 10.362889289855957	 sharpness 35.854488372802734
==> Epoch 890/2000
==> Test
Train Loss 0.3567734658718109	 Train Accuracy (%): 87.13999938964844 	 Test Accuracy (%): 44.189998626708984	 gHg: 58.25871276855469	 smoothness 13.342769622802734	 sharpness 36.726844787597656
==> Epoch 891/2000
==> Test
Train Loss 0.3409830927848816	 Train Accuracy (%): 87.41999816894531 	 Test Accuracy (%): 44.119998931884766	 gHg: 32.853492736816406	 smoothness 12.76219654083252	 sharpness 35.56016540527344
==> Epoch 892/2000
==> Test
Train Loss 0.32401522994041443	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 44.15999984741211	 gHg: 25.768198013305664	 smoothness 8.239619255065918	 sharpness 33.89561080932617
==> Epoch 893/2000
==> Test
Train Loss 0.3399272561073303	 Train Accuracy (%): 88.0 	 Test Accuracy (%): 43.63999938964844	 gHg: 50.75274658203125	 smoothness 12.339472770690918	 sharpness 33.930694580078125
==> Epoch 894/2000
==> Test
Train Loss 0.3547179102897644	 Train Accuracy (%): 87.0999984741211 	 Test Accuracy (%): 43.72999954223633	 gHg: 41.257781982421875	 smoothness 12.1796875	 sharpness 36.702388763427734
==> Epoch 895/2000
==> Test
Train Loss 0.3339393436908722	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 43.95000076293945	 gHg: 47.122474670410156	 smoothness 10.77304744720459	 sharpness 34.13346862792969
==> Epoch 896/2000
==> Test
Train Loss 0.34606629610061646	 Train Accuracy (%): 87.63999938964844 	 Test Accuracy (%): 44.43000030517578	 gHg: 32.1693000793457	 smoothness 12.070131301879883	 sharpness 35.66910934448242
==> Epoch 897/2000
==> Test
Train Loss 0.32660675048828125	 Train Accuracy (%): 88.54000091552734 	 Test Accuracy (%): 44.189998626708984	 gHg: 21.3115234375	 smoothness 9.10663890838623	 sharpness 33.55129623413086
==> Epoch 898/2000
==> Test
Train Loss 0.3445984125137329	 Train Accuracy (%): 87.12000274658203 	 Test Accuracy (%): 44.29999923706055	 gHg: 40.8383674621582	 smoothness 12.001736640930176	 sharpness 38.135135650634766
==> Epoch 899/2000
==> Test
Train Loss 0.3484235405921936	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 44.09000015258789	 gHg: 32.795684814453125	 smoothness 11.32060432434082	 sharpness 38.424930572509766
==> Epoch 900/2000
==> Test
Train Loss 0.3245922923088074	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 44.279998779296875	 gHg: 31.632604598999023	 smoothness 10.916041374206543	 sharpness 36.041194915771484
==> Epoch 901/2000
==> Test
Train Loss 0.3492313623428345	 Train Accuracy (%): 87.86000061035156 	 Test Accuracy (%): 44.150001525878906	 gHg: 41.48172378540039	 smoothness 11.520049095153809	 sharpness 37.87095642089844
==> Epoch 902/2000
==> Test
Train Loss 0.320602685213089	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 44.25	 gHg: 20.129985809326172	 smoothness 11.461895942687988	 sharpness 37.68044662475586
==> Epoch 903/2000
==> Test
Train Loss 0.30593565106391907	 Train Accuracy (%): 88.55999755859375 	 Test Accuracy (%): 43.56999969482422	 gHg: 12.402617454528809	 smoothness 7.770648956298828	 sharpness 35.496246337890625
==> Epoch 904/2000
==> Test
Train Loss 0.3470746576786041	 Train Accuracy (%): 87.55999755859375 	 Test Accuracy (%): 43.959999084472656	 gHg: 61.26405715942383	 smoothness 11.764772415161133	 sharpness 36.83039474487305
==> Epoch 905/2000
==> Test
Train Loss 0.332002729177475	 Train Accuracy (%): 87.80000305175781 	 Test Accuracy (%): 43.5099983215332	 gHg: 61.942657470703125	 smoothness 14.784440994262695	 sharpness 38.585357666015625
==> Epoch 906/2000
==> Test
Train Loss 0.33058762550354004	 Train Accuracy (%): 88.23999786376953 	 Test Accuracy (%): 43.25	 gHg: 41.645912170410156	 smoothness 12.5236234664917	 sharpness 39.72056198120117
==> Epoch 907/2000
==> Test
Train Loss 0.3379060924053192	 Train Accuracy (%): 88.04000091552734 	 Test Accuracy (%): 43.52000045776367	 gHg: 79.3521728515625	 smoothness 12.553434371948242	 sharpness 34.740692138671875
==> Epoch 908/2000
==> Test
Train Loss 0.33691951632499695	 Train Accuracy (%): 87.9800033569336 	 Test Accuracy (%): 43.880001068115234	 gHg: 120.42801666259766	 smoothness 16.792922973632812	 sharpness 42.31796646118164
==> Epoch 909/2000
==> Test
Train Loss 0.34406277537345886	 Train Accuracy (%): 87.26000213623047 	 Test Accuracy (%): 44.15999984741211	 gHg: 75.90643310546875	 smoothness 15.392182350158691	 sharpness 36.886474609375
==> Epoch 910/2000
==> Test
Train Loss 0.3229920268058777	 Train Accuracy (%): 88.68000030517578 	 Test Accuracy (%): 44.22999954223633	 gHg: 45.667259216308594	 smoothness 12.938563346862793	 sharpness 41.28969192504883
==> Epoch 911/2000
==> Test
Train Loss 0.3039490580558777	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 44.529998779296875	 gHg: 18.406017303466797	 smoothness 10.827553749084473	 sharpness 35.46908950805664
==> Epoch 912/2000
==> Test
Train Loss 0.30170342326164246	 Train Accuracy (%): 89.16000366210938 	 Test Accuracy (%): 44.27000045776367	 gHg: 24.739883422851562	 smoothness 9.28294849395752	 sharpness 34.705806732177734
==> Epoch 913/2000
==> Test
Train Loss 0.33250167965888977	 Train Accuracy (%): 88.33999633789062 	 Test Accuracy (%): 44.45000076293945	 gHg: 49.49305725097656	 smoothness 12.054550170898438	 sharpness 40.03325653076172
==> Epoch 914/2000
==> Test
Train Loss 0.32230427861213684	 Train Accuracy (%): 88.81999969482422 	 Test Accuracy (%): 44.0	 gHg: 50.12947082519531	 smoothness 13.753554344177246	 sharpness 35.206722259521484
==> Epoch 915/2000
==> Test
Train Loss 0.34080925583839417	 Train Accuracy (%): 87.9000015258789 	 Test Accuracy (%): 43.91999816894531	 gHg: 50.747501373291016	 smoothness 12.781072616577148	 sharpness 35.622901916503906
==> Epoch 916/2000
==> Test
Train Loss 0.3418009579181671	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 44.43000030517578	 gHg: 84.00410461425781	 smoothness 13.227985382080078	 sharpness 45.47100067138672
==> Epoch 917/2000
==> Test
Train Loss 0.34710320830345154	 Train Accuracy (%): 87.26000213623047 	 Test Accuracy (%): 43.599998474121094	 gHg: 113.49134826660156	 smoothness 15.986607551574707	 sharpness 36.3519172668457
==> Epoch 918/2000
==> Test
Train Loss 0.35868677496910095	 Train Accuracy (%): 86.91999816894531 	 Test Accuracy (%): 44.68000030517578	 gHg: 120.18107604980469	 smoothness 14.886384963989258	 sharpness 38.82408142089844
==> Epoch 919/2000
==> Test
Train Loss 0.3410787582397461	 Train Accuracy (%): 87.54000091552734 	 Test Accuracy (%): 44.900001525878906	 gHg: 83.64069366455078	 smoothness 13.851391792297363	 sharpness 35.97108459472656
==> Epoch 920/2000
==> Test
Train Loss 0.3407869338989258	 Train Accuracy (%): 87.9000015258789 	 Test Accuracy (%): 43.59000015258789	 gHg: 39.37873077392578	 smoothness 11.258723258972168	 sharpness 36.41694259643555
==> Epoch 921/2000
==> Test
Train Loss 0.345416396856308	 Train Accuracy (%): 87.37999725341797 	 Test Accuracy (%): 43.77000045776367	 gHg: 97.72779846191406	 smoothness 10.480358123779297	 sharpness 37.8939323425293
==> Epoch 922/2000
==> Test
Train Loss 0.3718951940536499	 Train Accuracy (%): 86.23999786376953 	 Test Accuracy (%): 44.72999954223633	 gHg: 141.58665466308594	 smoothness 16.346813201904297	 sharpness 38.53532409667969
==> Epoch 923/2000
==> Test
Train Loss 0.33857327699661255	 Train Accuracy (%): 88.08000183105469 	 Test Accuracy (%): 43.400001525878906	 gHg: 74.83988189697266	 smoothness 13.3523588180542	 sharpness 37.65599060058594
==> Epoch 924/2000
==> Test
Train Loss 0.35193511843681335	 Train Accuracy (%): 87.5199966430664 	 Test Accuracy (%): 43.93000030517578	 gHg: 81.39553833007812	 smoothness 10.12543773651123	 sharpness 36.24662780761719
==> Epoch 925/2000
==> Test
Train Loss 0.3884018659591675	 Train Accuracy (%): 85.73999786376953 	 Test Accuracy (%): 43.88999938964844	 gHg: 152.2995147705078	 smoothness 15.030254364013672	 sharpness 39.0543327331543
==> Epoch 926/2000
==> Test
Train Loss 0.3681454062461853	 Train Accuracy (%): 86.58000183105469 	 Test Accuracy (%): 43.439998626708984	 gHg: 127.58515167236328	 smoothness 14.512556076049805	 sharpness 38.407470703125
==> Epoch 927/2000
==> Test
Train Loss 0.34412869811058044	 Train Accuracy (%): 87.68000030517578 	 Test Accuracy (%): 43.75	 gHg: 59.77919387817383	 smoothness 11.993969917297363	 sharpness 36.39041519165039
==> Epoch 928/2000
==> Test
Train Loss 0.34156131744384766	 Train Accuracy (%): 88.05999755859375 	 Test Accuracy (%): 44.09000015258789	 gHg: 74.56430053710938	 smoothness 11.07293701171875	 sharpness 36.215065002441406
==> Epoch 929/2000
==> Test
Train Loss 0.35783109068870544	 Train Accuracy (%): 87.19999694824219 	 Test Accuracy (%): 43.09000015258789	 gHg: 101.33387756347656	 smoothness 13.626880645751953	 sharpness 39.23727798461914
==> Epoch 930/2000
==> Test
Train Loss 0.3692566156387329	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 43.4900016784668	 gHg: 80.2376708984375	 smoothness 12.829116821289062	 sharpness 41.8078498840332
==> Epoch 931/2000
==> Test
Train Loss 0.3538367450237274	 Train Accuracy (%): 87.5199966430664 	 Test Accuracy (%): 43.720001220703125	 gHg: 77.76300048828125	 smoothness 12.055685997009277	 sharpness 35.8309440612793
==> Epoch 932/2000
==> Test
Train Loss 0.3638124167919159	 Train Accuracy (%): 87.05999755859375 	 Test Accuracy (%): 43.689998626708984	 gHg: 105.84747314453125	 smoothness 14.144194602966309	 sharpness 36.73637008666992
==> Epoch 933/2000
==> Test
Train Loss 0.3544470965862274	 Train Accuracy (%): 87.37999725341797 	 Test Accuracy (%): 43.15999984741211	 gHg: 53.48694610595703	 smoothness 12.534465789794922	 sharpness 34.36327362060547
==> Epoch 934/2000
==> Test
Train Loss 0.32853201031684875	 Train Accuracy (%): 88.27999877929688 	 Test Accuracy (%): 43.93000030517578	 gHg: 38.36424255371094	 smoothness 8.084909439086914	 sharpness 36.9924430847168
==> Epoch 935/2000
==> Test
Train Loss 0.37865597009658813	 Train Accuracy (%): 86.0999984741211 	 Test Accuracy (%): 44.0099983215332	 gHg: 120.98103332519531	 smoothness 14.083124160766602	 sharpness 37.53427505493164
==> Epoch 936/2000
==> Test
Train Loss 0.35985511541366577	 Train Accuracy (%): 87.27999877929688 	 Test Accuracy (%): 44.15999984741211	 gHg: 56.002716064453125	 smoothness 13.699749946594238	 sharpness 37.219947814941406
==> Epoch 937/2000
==> Test
Train Loss 0.32467740774154663	 Train Accuracy (%): 88.5 	 Test Accuracy (%): 43.939998626708984	 gHg: 31.57070541381836	 smoothness 7.801144599914551	 sharpness 33.03617858886719
==> Epoch 938/2000
==> Test
Train Loss 0.35577723383903503	 Train Accuracy (%): 87.05999755859375 	 Test Accuracy (%): 43.95000076293945	 gHg: 76.3095932006836	 smoothness 14.198525428771973	 sharpness 34.280609130859375
==> Epoch 939/2000
==> Test
Train Loss 0.320614218711853	 Train Accuracy (%): 88.4000015258789 	 Test Accuracy (%): 43.91999816894531	 gHg: 22.905364990234375	 smoothness 11.478052139282227	 sharpness 34.640708923339844
==> Epoch 940/2000
==> Test
Train Loss 0.3444356322288513	 Train Accuracy (%): 87.45999908447266 	 Test Accuracy (%): 44.4900016784668	 gHg: 57.326087951660156	 smoothness 6.642495632171631	 sharpness 35.382259368896484
==> Epoch 941/2000
==> Test
Train Loss 0.3601676821708679	 Train Accuracy (%): 87.0199966430664 	 Test Accuracy (%): 44.599998474121094	 gHg: 71.32591247558594	 smoothness 14.914958000183105	 sharpness 36.4502067565918
==> Epoch 942/2000
==> Test
Train Loss 0.3304218351840973	 Train Accuracy (%): 88.31999969482422 	 Test Accuracy (%): 43.91999816894531	 gHg: 59.70343017578125	 smoothness 10.49071216583252	 sharpness 36.901878356933594
==> Epoch 943/2000
==> Test
Train Loss 0.3640875816345215	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 43.65999984741211	 gHg: 120.86920166015625	 smoothness 15.42186450958252	 sharpness 40.31721115112305
==> Epoch 944/2000
==> Test
Train Loss 0.33653342723846436	 Train Accuracy (%): 87.9000015258789 	 Test Accuracy (%): 43.650001525878906	 gHg: 57.87215042114258	 smoothness 13.397669792175293	 sharpness 33.52085494995117
==> Epoch 945/2000
==> Test
Train Loss 0.33117443323135376	 Train Accuracy (%): 88.19999694824219 	 Test Accuracy (%): 43.27000045776367	 gHg: 48.89644241333008	 smoothness 8.96027946472168	 sharpness 34.2796745300293
==> Epoch 946/2000
==> Test
Train Loss 0.34321337938308716	 Train Accuracy (%): 87.62000274658203 	 Test Accuracy (%): 43.88999938964844	 gHg: 89.87071990966797	 smoothness 13.882131576538086	 sharpness 39.51581954956055
==> Epoch 947/2000
==> Test
Train Loss 0.3162885308265686	 Train Accuracy (%): 89.05999755859375 	 Test Accuracy (%): 43.68000030517578	 gHg: 61.07152557373047	 smoothness 12.511292457580566	 sharpness 37.39800262451172
==> Epoch 948/2000
==> Test
Train Loss 0.3493882119655609	 Train Accuracy (%): 87.44000244140625 	 Test Accuracy (%): 44.150001525878906	 gHg: 78.12708282470703	 smoothness 13.400364875793457	 sharpness 39.733001708984375
==> Epoch 949/2000
==> Test
Train Loss 0.3112427294254303	 Train Accuracy (%): 88.81999969482422 	 Test Accuracy (%): 43.93000030517578	 gHg: 33.51587677001953	 smoothness 12.147650718688965	 sharpness 32.504554748535156
==> Epoch 950/2000
==> Test
Train Loss 0.3169077932834625	 Train Accuracy (%): 88.77999877929688 	 Test Accuracy (%): 44.0099983215332	 gHg: 40.750572204589844	 smoothness 9.632893562316895	 sharpness 38.521297454833984
==> Epoch 951/2000
==> Test
Train Loss 0.3196491003036499	 Train Accuracy (%): 88.68000030517578 	 Test Accuracy (%): 43.9900016784668	 gHg: 72.80421447753906	 smoothness 14.336174964904785	 sharpness 38.187259674072266
==> Epoch 952/2000
==> Test
Train Loss 0.32001399993896484	 Train Accuracy (%): 88.33999633789062 	 Test Accuracy (%): 43.68000030517578	 gHg: 72.41294860839844	 smoothness 14.688739776611328	 sharpness 36.06201934814453
==> Epoch 953/2000
==> Test
Train Loss 0.3290548026561737	 Train Accuracy (%): 88.36000061035156 	 Test Accuracy (%): 43.529998779296875	 gHg: 46.33277893066406	 smoothness 13.732309341430664	 sharpness 35.43017578125
==> Epoch 954/2000
==> Test
Train Loss 0.2916518449783325	 Train Accuracy (%): 90.0199966430664 	 Test Accuracy (%): 43.689998626708984	 gHg: 25.729570388793945	 smoothness 10.286149024963379	 sharpness 36.96104431152344
==> Epoch 955/2000
==> Test
Train Loss 0.31625473499298096	 Train Accuracy (%): 88.58000183105469 	 Test Accuracy (%): 43.77000045776367	 gHg: 60.62370681762695	 smoothness 11.553929328918457	 sharpness 33.708152770996094
==> Epoch 956/2000
==> Test
Train Loss 0.3415698707103729	 Train Accuracy (%): 88.0999984741211 	 Test Accuracy (%): 44.400001525878906	 gHg: 80.70195007324219	 smoothness 14.86546516418457	 sharpness 40.20404052734375
==> Epoch 957/2000
==> Test
Train Loss 0.3285582661628723	 Train Accuracy (%): 87.80000305175781 	 Test Accuracy (%): 44.459999084472656	 gHg: 60.60795593261719	 smoothness 13.755845069885254	 sharpness 39.208370208740234
==> Epoch 958/2000
==> Test
Train Loss 0.3410203754901886	 Train Accuracy (%): 87.5199966430664 	 Test Accuracy (%): 43.7400016784668	 gHg: 65.14732360839844	 smoothness 13.076239585876465	 sharpness 37.710426330566406
==> Epoch 959/2000
==> Test
Train Loss 0.33708763122558594	 Train Accuracy (%): 87.80000305175781 	 Test Accuracy (%): 44.4900016784668	 gHg: 84.43020629882812	 smoothness 14.533905029296875	 sharpness 38.585445404052734
==> Epoch 960/2000
==> Test
Train Loss 0.3052459955215454	 Train Accuracy (%): 88.87999725341797 	 Test Accuracy (%): 43.72999954223633	 gHg: 26.608238220214844	 smoothness 12.571667671203613	 sharpness 32.13963317871094
==> Epoch 961/2000
==> Test
Train Loss 0.29930663108825684	 Train Accuracy (%): 89.62000274658203 	 Test Accuracy (%): 43.29999923706055	 gHg: 28.69278907775879	 smoothness 6.624724388122559	 sharpness 33.59516906738281
==> Epoch 962/2000
==> Test
Train Loss 0.3239120841026306	 Train Accuracy (%): 88.4000015258789 	 Test Accuracy (%): 44.2599983215332	 gHg: 72.92745971679688	 smoothness 13.678838729858398	 sharpness 37.23997497558594
==> Epoch 963/2000
==> Test
Train Loss 0.3237549662590027	 Train Accuracy (%): 88.77999877929688 	 Test Accuracy (%): 43.720001220703125	 gHg: 49.22673797607422	 smoothness 13.132918357849121	 sharpness 33.4959602355957
==> Epoch 964/2000
==> Test
Train Loss 0.30610063672065735	 Train Accuracy (%): 88.9000015258789 	 Test Accuracy (%): 43.45000076293945	 gHg: 32.64684295654297	 smoothness 11.372781753540039	 sharpness 35.475364685058594
==> Epoch 965/2000
==> Test
Train Loss 0.30794045329093933	 Train Accuracy (%): 88.68000030517578 	 Test Accuracy (%): 43.43000030517578	 gHg: 26.465381622314453	 smoothness 9.548625946044922	 sharpness 36.29677200317383
==> Epoch 966/2000
==> Test
Train Loss 0.3101092278957367	 Train Accuracy (%): 88.94000244140625 	 Test Accuracy (%): 43.52000045776367	 gHg: 46.73387908935547	 smoothness 11.678338050842285	 sharpness 34.868385314941406
==> Epoch 967/2000
==> Test
Train Loss 0.3198024332523346	 Train Accuracy (%): 88.22000122070312 	 Test Accuracy (%): 43.09000015258789	 gHg: 50.58251953125	 smoothness 12.012410163879395	 sharpness 36.71528244018555
==> Epoch 968/2000
==> Test
Train Loss 0.30609411001205444	 Train Accuracy (%): 88.41999816894531 	 Test Accuracy (%): 44.029998779296875	 gHg: 36.90653991699219	 smoothness 12.03482723236084	 sharpness 34.949947357177734
==> Epoch 969/2000
==> Test
Train Loss 0.31102100014686584	 Train Accuracy (%): 88.80000305175781 	 Test Accuracy (%): 44.52000045776367	 gHg: 39.399715423583984	 smoothness 9.41585636138916	 sharpness 34.91380310058594
==> Epoch 970/2000
==> Test
Train Loss 0.3361597955226898	 Train Accuracy (%): 88.18000030517578 	 Test Accuracy (%): 43.529998779296875	 gHg: 114.30695343017578	 smoothness 12.978236198425293	 sharpness 39.56356430053711
==> Epoch 971/2000
==> Test
Train Loss 0.31521666049957275	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 44.16999816894531	 gHg: 91.91807556152344	 smoothness 14.62285327911377	 sharpness 41.26948928833008
==> Epoch 972/2000
==> Test
Train Loss 0.326588898897171	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 44.060001373291016	 gHg: 87.22278594970703	 smoothness 10.77861499786377	 sharpness 36.17365646362305
==> Epoch 973/2000
==> Test
Train Loss 0.3754113018512726	 Train Accuracy (%): 85.80000305175781 	 Test Accuracy (%): 43.189998626708984	 gHg: 191.167236328125	 smoothness 16.17881202697754	 sharpness 38.72343444824219
==> Epoch 974/2000
==> Test
Train Loss 0.34847962856292725	 Train Accuracy (%): 87.5199966430664 	 Test Accuracy (%): 44.220001220703125	 gHg: 98.35484313964844	 smoothness 14.165685653686523	 sharpness 40.264862060546875
==> Epoch 975/2000
==> Test
Train Loss 0.34179234504699707	 Train Accuracy (%): 87.83999633789062 	 Test Accuracy (%): 43.83000183105469	 gHg: 91.9508285522461	 smoothness 10.084821701049805	 sharpness 39.59697723388672
==> Epoch 976/2000
==> Test
Train Loss 0.3775869905948639	 Train Accuracy (%): 86.73999786376953 	 Test Accuracy (%): 43.54999923706055	 gHg: 114.6662368774414	 smoothness 14.523185729980469	 sharpness 36.95965576171875
==> Epoch 977/2000
==> Test
Train Loss 0.33074790239334106	 Train Accuracy (%): 87.87999725341797 	 Test Accuracy (%): 43.279998779296875	 gHg: 88.55728149414062	 smoothness 11.616817474365234	 sharpness 37.86710739135742
==> Epoch 978/2000
==> Test
Train Loss 0.3843126893043518	 Train Accuracy (%): 85.87999725341797 	 Test Accuracy (%): 43.310001373291016	 gHg: 254.90737915039062	 smoothness 14.531907081604004	 sharpness 42.99123001098633
==> Epoch 979/2000
==> Test
Train Loss 0.4241258203983307	 Train Accuracy (%): 84.5999984741211 	 Test Accuracy (%): 42.790000915527344	 gHg: 173.7533416748047	 smoothness 15.611638069152832	 sharpness 40.29368591308594
==> Epoch 980/2000
==> Test
Train Loss 0.3673724830150604	 Train Accuracy (%): 86.72000122070312 	 Test Accuracy (%): 43.9900016784668	 gHg: 163.84417724609375	 smoothness 12.384092330932617	 sharpness 40.73077392578125
==> Epoch 981/2000
==> Test
Train Loss 0.42769068479537964	 Train Accuracy (%): 84.19999694824219 	 Test Accuracy (%): 43.540000915527344	 gHg: 314.4862060546875	 smoothness 14.70163345336914	 sharpness 46.791534423828125
==> Epoch 982/2000
==> Test
Train Loss 0.41401952505111694	 Train Accuracy (%): 85.08000183105469 	 Test Accuracy (%): 43.369998931884766	 gHg: 254.12681579589844	 smoothness 13.987714767456055	 sharpness 47.38186264038086
==> Epoch 983/2000
==> Test
Train Loss 0.47400057315826416	 Train Accuracy (%): 83.63999938964844 	 Test Accuracy (%): 44.04999923706055	 gHg: 238.888427734375	 smoothness 13.693817138671875	 sharpness 40.90864562988281
==> Epoch 984/2000
==> Test
Train Loss 0.3997279405593872	 Train Accuracy (%): 85.66000366210938 	 Test Accuracy (%): 42.5	 gHg: 242.14169311523438	 smoothness 12.802840232849121	 sharpness 41.4800910949707
==> Epoch 985/2000
==> Test
Train Loss 0.4501403868198395	 Train Accuracy (%): 83.45999908447266 	 Test Accuracy (%): 43.310001373291016	 gHg: 459.322265625	 smoothness 11.929566383361816	 sharpness 52.638607025146484
==> Epoch 986/2000
==> Test
Train Loss 0.5440369248390198	 Train Accuracy (%): 82.16000366210938 	 Test Accuracy (%): 43.38999938964844	 gHg: 281.3702392578125	 smoothness 16.19336700439453	 sharpness 38.91492462158203
==> Epoch 987/2000
==> Test
Train Loss 0.48721733689308167	 Train Accuracy (%): 82.31999969482422 	 Test Accuracy (%): 41.52000045776367	 gHg: 263.13922119140625	 smoothness 10.039520263671875	 sharpness 40.72719192504883
==> Epoch 988/2000
==> Test
Train Loss 0.619696855545044	 Train Accuracy (%): 78.5 	 Test Accuracy (%): 40.7599983215332	 gHg: 1404.68017578125	 smoothness 16.829952239990234	 sharpness 61.324424743652344
==> Epoch 989/2000
==> Test
Train Loss 0.8815024495124817	 Train Accuracy (%): 75.95999908447266 	 Test Accuracy (%): 41.0099983215332	 gHg: 580.8657836914062	 smoothness 15.439696311950684	 sharpness 44.708335876464844
==> Epoch 990/2000
==> Test
Train Loss 0.8935727477073669	 Train Accuracy (%): 72.68000030517578 	 Test Accuracy (%): 42.13999938964844	 gHg: 894.005615234375	 smoothness 12.47276782989502	 sharpness 50.37773132324219
==> Epoch 991/2000
==> Test
Train Loss 0.6780200004577637	 Train Accuracy (%): 77.58000183105469 	 Test Accuracy (%): 40.90999984741211	 gHg: 494.27734375	 smoothness 13.194928169250488	 sharpness 37.3498649597168
==> Epoch 992/2000
==> Test
Train Loss 0.7255193591117859	 Train Accuracy (%): 74.91999816894531 	 Test Accuracy (%): 42.11000061035156	 gHg: 442.0527038574219	 smoothness 10.166919708251953	 sharpness 39.863136291503906
==> Epoch 993/2000
==> Test
Train Loss 0.5883952975273132	 Train Accuracy (%): 78.68000030517578 	 Test Accuracy (%): 41.459999084472656	 gHg: 179.583984375	 smoothness 12.051855087280273	 sharpness 33.38329315185547
==> Epoch 994/2000
==> Test
Train Loss 0.6821118593215942	 Train Accuracy (%): 76.83999633789062 	 Test Accuracy (%): 43.650001525878906	 gHg: 291.213623046875	 smoothness 6.4110636711120605	 sharpness 40.15457534790039
==> Epoch 995/2000
==> Test
Train Loss 0.5311091542243958	 Train Accuracy (%): 80.91999816894531 	 Test Accuracy (%): 41.4900016784668	 gHg: 62.031036376953125	 smoothness 11.220653533935547	 sharpness 24.532072067260742
==> Epoch 996/2000
==> Test
Train Loss 0.6506108045578003	 Train Accuracy (%): 78.0199966430664 	 Test Accuracy (%): 42.34000015258789	 gHg: 127.90929412841797	 smoothness 4.2828450202941895	 sharpness 30.64728355407715
==> Epoch 997/2000
==> Test
Train Loss 0.604500949382782	 Train Accuracy (%): 78.86000061035156 	 Test Accuracy (%): 42.91999816894531	 gHg: 101.3769760131836	 smoothness 8.944437980651855	 sharpness 27.566631317138672
==> Epoch 998/2000
==> Test
Train Loss 0.5762767791748047	 Train Accuracy (%): 79.94000244140625 	 Test Accuracy (%): 42.9900016784668	 gHg: 84.29039764404297	 smoothness 10.164454460144043	 sharpness 27.82435417175293
==> Epoch 999/2000
==> Test
Train Loss 0.5391125082969666	 Train Accuracy (%): 81.05999755859375 	 Test Accuracy (%): 41.79999923706055	 gHg: 63.50815200805664	 smoothness 6.233860969543457	 sharpness 25.755022048950195
==> Epoch 1000/2000
==> Test
Train Loss 0.5144891738891602	 Train Accuracy (%): 81.81999969482422 	 Test Accuracy (%): 41.2400016784668	 gHg: 45.62812423706055	 smoothness 8.526677131652832	 sharpness 27.003936767578125
==> Epoch 1001/2000
==> Test
Train Loss 0.5659405589103699	 Train Accuracy (%): 79.76000213623047 	 Test Accuracy (%): 42.439998626708984	 gHg: 71.81753540039062	 smoothness 7.538130283355713	 sharpness 27.72461700439453
==> Epoch 1002/2000
==> Test
Train Loss 0.487041711807251	 Train Accuracy (%): 82.81999969482422 	 Test Accuracy (%): 43.380001068115234	 gHg: 39.97482681274414	 smoothness 7.345915794372559	 sharpness 26.123430252075195
==> Epoch 1003/2000
==> Test
Train Loss 0.5158901810646057	 Train Accuracy (%): 81.91999816894531 	 Test Accuracy (%): 43.63999938964844	 gHg: 63.60523223876953	 smoothness 11.311357498168945	 sharpness 24.81498146057129
==> Epoch 1004/2000
==> Test
Train Loss 0.46996504068374634	 Train Accuracy (%): 82.87999725341797 	 Test Accuracy (%): 43.310001373291016	 gHg: 38.32863235473633	 smoothness 6.627713680267334	 sharpness 24.15806007385254
==> Epoch 1005/2000
==> Test
Train Loss 0.45808345079421997	 Train Accuracy (%): 84.0199966430664 	 Test Accuracy (%): 42.7599983215332	 gHg: 27.869598388671875	 smoothness 9.826992988586426	 sharpness 23.753162384033203
==> Epoch 1006/2000
==> Test
Train Loss 0.4721929728984833	 Train Accuracy (%): 83.31999969482422 	 Test Accuracy (%): 43.16999816894531	 gHg: 42.73468780517578	 smoothness 6.760016441345215	 sharpness 30.683183670043945
==> Epoch 1007/2000
==> Test
Train Loss 0.4081031382083893	 Train Accuracy (%): 85.19999694824219 	 Test Accuracy (%): 42.369998931884766	 gHg: 15.49435043334961	 smoothness 8.2025728225708	 sharpness 26.09247398376465
==> Epoch 1008/2000
==> Test
Train Loss 0.44291651248931885	 Train Accuracy (%): 84.0199966430664 	 Test Accuracy (%): 43.599998474121094	 gHg: 65.45899963378906	 smoothness 9.824639320373535	 sharpness 29.577102661132812
==> Epoch 1009/2000
==> Test
Train Loss 0.38427749276161194	 Train Accuracy (%): 86.30000305175781 	 Test Accuracy (%): 43.150001525878906	 gHg: 8.571222305297852	 smoothness 9.188119888305664	 sharpness 27.257200241088867
==> Epoch 1010/2000
==> Test
Train Loss 0.46036314964294434	 Train Accuracy (%): 83.68000030517578 	 Test Accuracy (%): 43.77000045776367	 gHg: 39.821983337402344	 smoothness 7.275985240936279	 sharpness 27.27899169921875
==> Epoch 1011/2000
==> Test
Train Loss 0.3761921226978302	 Train Accuracy (%): 86.37999725341797 	 Test Accuracy (%): 44.22999954223633	 gHg: 18.459287643432617	 smoothness 8.341503143310547	 sharpness 26.88504981994629
==> Epoch 1012/2000
==> Test
Train Loss 0.39205724000930786	 Train Accuracy (%): 85.58000183105469 	 Test Accuracy (%): 44.63999938964844	 gHg: 22.832408905029297	 smoothness 9.358983039855957	 sharpness 26.16121482849121
==> Epoch 1013/2000
==> Test
Train Loss 0.37349656224250793	 Train Accuracy (%): 86.27999877929688 	 Test Accuracy (%): 44.02000045776367	 gHg: 15.858591079711914	 smoothness 6.194967269897461	 sharpness 26.04939842224121
==> Epoch 1014/2000
==> Test
Train Loss 0.3613767623901367	 Train Accuracy (%): 86.5999984741211 	 Test Accuracy (%): 43.5099983215332	 gHg: 15.76766586303711	 smoothness 10.15794563293457	 sharpness 30.27265739440918
==> Epoch 1015/2000
==> Test
Train Loss 0.3664052188396454	 Train Accuracy (%): 86.73999786376953 	 Test Accuracy (%): 44.279998779296875	 gHg: 29.756996154785156	 smoothness 5.8640618324279785	 sharpness 30.863134384155273
==> Epoch 1016/2000
==> Test
Train Loss 0.3672911524772644	 Train Accuracy (%): 86.4000015258789 	 Test Accuracy (%): 43.77000045776367	 gHg: 29.339643478393555	 smoothness 10.188593864440918	 sharpness 29.085779190063477
==> Epoch 1017/2000
==> Test
Train Loss 0.36751270294189453	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 43.599998474121094	 gHg: 19.436304092407227	 smoothness 9.375118255615234	 sharpness 27.61989974975586
==> Epoch 1018/2000
==> Test
Train Loss 0.35663729906082153	 Train Accuracy (%): 87.4000015258789 	 Test Accuracy (%): 43.650001525878906	 gHg: 36.4756965637207	 smoothness 7.602967262268066	 sharpness 31.788110733032227
==> Epoch 1019/2000
==> Test
Train Loss 0.35966935753822327	 Train Accuracy (%): 86.69999694824219 	 Test Accuracy (%): 43.68000030517578	 gHg: 33.967857360839844	 smoothness 11.52757453918457	 sharpness 31.13260269165039
==> Epoch 1020/2000
==> Test
Train Loss 0.3574979305267334	 Train Accuracy (%): 87.4800033569336 	 Test Accuracy (%): 43.40999984741211	 gHg: 17.943777084350586	 smoothness 8.821452140808105	 sharpness 27.194652557373047
==> Epoch 1021/2000
==> Test
Train Loss 0.3534065783023834	 Train Accuracy (%): 87.36000061035156 	 Test Accuracy (%): 44.0	 gHg: 33.382835388183594	 smoothness 9.464221954345703	 sharpness 30.900745391845703
==> Epoch 1022/2000
==> Test
Train Loss 0.3095318675041199	 Train Accuracy (%): 88.9800033569336 	 Test Accuracy (%): 44.38999938964844	 gHg: 18.5997371673584	 smoothness 9.824859619140625	 sharpness 30.741891860961914
==> Epoch 1023/2000
==> Test
Train Loss 0.33678165078163147	 Train Accuracy (%): 87.62000274658203 	 Test Accuracy (%): 44.33000183105469	 gHg: 20.31475830078125	 smoothness 9.06452751159668	 sharpness 30.637191772460938
==> Epoch 1024/2000
==> Test
Train Loss 0.35539767146110535	 Train Accuracy (%): 87.5 	 Test Accuracy (%): 44.279998779296875	 gHg: 22.728485107421875	 smoothness 8.909825325012207	 sharpness 31.96304702758789
==> Epoch 1025/2000
==> Test
Train Loss 0.33873653411865234	 Train Accuracy (%): 87.76000213623047 	 Test Accuracy (%): 44.41999816894531	 gHg: 17.897029876708984	 smoothness 9.59392261505127	 sharpness 27.966773986816406
==> Epoch 1026/2000
==> Test
Train Loss 0.3229617476463318	 Train Accuracy (%): 88.04000091552734 	 Test Accuracy (%): 43.97999954223633	 gHg: 13.514480590820312	 smoothness 8.335067749023438	 sharpness 28.162986755371094
==> Epoch 1027/2000
==> Test
Train Loss 0.325945109128952	 Train Accuracy (%): 88.5 	 Test Accuracy (%): 43.650001525878906	 gHg: 25.08624267578125	 smoothness 9.197785377502441	 sharpness 30.81096649169922
==> Epoch 1028/2000
==> Test
Train Loss 0.32499951124191284	 Train Accuracy (%): 88.66000366210938 	 Test Accuracy (%): 43.88999938964844	 gHg: 42.85896682739258	 smoothness 10.21410846710205	 sharpness 33.411705017089844
==> Epoch 1029/2000
==> Test
Train Loss 0.33502593636512756	 Train Accuracy (%): 87.9800033569336 	 Test Accuracy (%): 44.130001068115234	 gHg: 57.69279861450195	 smoothness 12.488971710205078	 sharpness 33.40949630737305
==> Epoch 1030/2000
==> Test
Train Loss 0.31390729546546936	 Train Accuracy (%): 88.41999816894531 	 Test Accuracy (%): 43.95000076293945	 gHg: 28.35099983215332	 smoothness 11.3135404586792	 sharpness 31.53468132019043
==> Epoch 1031/2000
==> Test
Train Loss 0.328777551651001	 Train Accuracy (%): 87.9000015258789 	 Test Accuracy (%): 44.0	 gHg: 38.53162384033203	 smoothness 8.55813980102539	 sharpness 32.66169357299805
==> Epoch 1032/2000
==> Test
Train Loss 0.32618415355682373	 Train Accuracy (%): 88.16000366210938 	 Test Accuracy (%): 44.72999954223633	 gHg: 49.87181854248047	 smoothness 12.437298774719238	 sharpness 34.60030746459961
==> Epoch 1033/2000
==> Test
Train Loss 0.32203230261802673	 Train Accuracy (%): 88.41999816894531 	 Test Accuracy (%): 44.02000045776367	 gHg: 28.831655502319336	 smoothness 10.77694034576416	 sharpness 29.351181030273438
==> Epoch 1034/2000
==> Test
Train Loss 0.2993706464767456	 Train Accuracy (%): 89.12000274658203 	 Test Accuracy (%): 43.70000076293945	 gHg: 18.770042419433594	 smoothness 9.793681144714355	 sharpness 28.984970092773438
==> Epoch 1035/2000
==> Test
Train Loss 0.2934826612472534	 Train Accuracy (%): 89.44000244140625 	 Test Accuracy (%): 44.09000015258789	 gHg: 19.280868530273438	 smoothness 7.715522289276123	 sharpness 30.699691772460938
==> Epoch 1036/2000
==> Test
Train Loss 0.3078238368034363	 Train Accuracy (%): 89.0 	 Test Accuracy (%): 44.47999954223633	 gHg: 21.39027214050293	 smoothness 10.49050521850586	 sharpness 31.144311904907227
==> Epoch 1037/2000
==> Test
Train Loss 0.2898232936859131	 Train Accuracy (%): 90.26000213623047 	 Test Accuracy (%): 44.66999816894531	 gHg: 10.2570161819458	 smoothness 8.43287467956543	 sharpness 28.79288101196289
==> Epoch 1038/2000
==> Test
Train Loss 0.3184760808944702	 Train Accuracy (%): 89.0 	 Test Accuracy (%): 44.47999954223633	 gHg: 22.195899963378906	 smoothness 9.508098602294922	 sharpness 29.732765197753906
==> Epoch 1039/2000
==> Test
Train Loss 0.2932555377483368	 Train Accuracy (%): 89.72000122070312 	 Test Accuracy (%): 44.310001373291016	 gHg: 11.428563117980957	 smoothness 8.81887149810791	 sharpness 28.834386825561523
==> Epoch 1040/2000
==> Test
Train Loss 0.30259373784065247	 Train Accuracy (%): 89.80000305175781 	 Test Accuracy (%): 44.029998779296875	 gHg: 30.895265579223633	 smoothness 11.012561798095703	 sharpness 30.226299285888672
==> Epoch 1041/2000
==> Test
Train Loss 0.2870032489299774	 Train Accuracy (%): 89.5199966430664 	 Test Accuracy (%): 44.25	 gHg: 19.93071174621582	 smoothness 10.95827865600586	 sharpness 32.92549133300781
==> Epoch 1042/2000
==> Test
Train Loss 0.2876035273075104	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 44.599998474121094	 gHg: 13.719306945800781	 smoothness 8.200605392456055	 sharpness 31.018657684326172
==> Epoch 1043/2000
==> Test
Train Loss 0.2917393743991852	 Train Accuracy (%): 89.68000030517578 	 Test Accuracy (%): 44.40999984741211	 gHg: 18.589603424072266	 smoothness 8.555930137634277	 sharpness 29.113134384155273
==> Epoch 1044/2000
==> Test
Train Loss 0.2811102867126465	 Train Accuracy (%): 89.9800033569336 	 Test Accuracy (%): 43.869998931884766	 gHg: 12.101278305053711	 smoothness 10.21389389038086	 sharpness 32.040122985839844
==> Epoch 1045/2000
==> Test
Train Loss 0.3042261600494385	 Train Accuracy (%): 88.9800033569336 	 Test Accuracy (%): 43.84000015258789	 gHg: 40.567138671875	 smoothness 6.429038047790527	 sharpness 35.77545928955078
==> Epoch 1046/2000
==> Test
Train Loss 0.31309381127357483	 Train Accuracy (%): 89.16000366210938 	 Test Accuracy (%): 44.27000045776367	 gHg: 42.47305679321289	 smoothness 13.06528377532959	 sharpness 32.78556823730469
==> Epoch 1047/2000
==> Test
Train Loss 0.28111332654953003	 Train Accuracy (%): 90.22000122070312 	 Test Accuracy (%): 44.220001220703125	 gHg: 10.55935287475586	 smoothness 8.894758224487305	 sharpness 29.25974464416504
==> Epoch 1048/2000
==> Test
Train Loss 0.29669860005378723	 Train Accuracy (%): 89.4800033569336 	 Test Accuracy (%): 44.18000030517578	 gHg: 41.369415283203125	 smoothness 10.760126113891602	 sharpness 33.69715118408203
==> Epoch 1049/2000
==> Test
Train Loss 0.28608813881874084	 Train Accuracy (%): 89.19999694824219 	 Test Accuracy (%): 44.06999969482422	 gHg: 17.552270889282227	 smoothness 11.087824821472168	 sharpness 33.83074188232422
==> Epoch 1050/2000
==> Test
Train Loss 0.27924174070358276	 Train Accuracy (%): 90.0999984741211 	 Test Accuracy (%): 44.15999984741211	 gHg: 16.989627838134766	 smoothness 8.155101776123047	 sharpness 30.331571578979492
==> Epoch 1051/2000
==> Test
Train Loss 0.2787836790084839	 Train Accuracy (%): 90.19999694824219 	 Test Accuracy (%): 44.599998474121094	 gHg: 28.61981773376465	 smoothness 9.687439918518066	 sharpness 33.80155563354492
==> Epoch 1052/2000
==> Test
Train Loss 0.2871095836162567	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 44.38999938964844	 gHg: 23.343154907226562	 smoothness 11.669352531433105	 sharpness 30.00600814819336
==> Epoch 1053/2000
==> Test
Train Loss 0.27966201305389404	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 43.86000061035156	 gHg: 20.26302146911621	 smoothness 8.468080520629883	 sharpness 32.25557327270508
==> Epoch 1054/2000
==> Test
Train Loss 0.26475054025650024	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 44.65999984741211	 gHg: 29.259864807128906	 smoothness 12.20798110961914	 sharpness 33.216453552246094
==> Epoch 1055/2000
==> Test
Train Loss 0.27407804131507874	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 44.34000015258789	 gHg: 20.484886169433594	 smoothness 9.789724349975586	 sharpness 30.498037338256836
==> Epoch 1056/2000
==> Test
Train Loss 0.28544268012046814	 Train Accuracy (%): 89.69999694824219 	 Test Accuracy (%): 43.810001373291016	 gHg: 24.471364974975586	 smoothness 9.29550838470459	 sharpness 35.630706787109375
==> Epoch 1057/2000
==> Test
Train Loss 0.28555673360824585	 Train Accuracy (%): 89.68000030517578 	 Test Accuracy (%): 44.459999084472656	 gHg: 44.89188766479492	 smoothness 11.532161712646484	 sharpness 34.85694122314453
==> Epoch 1058/2000
==> Test
Train Loss 0.28304222226142883	 Train Accuracy (%): 89.63999938964844 	 Test Accuracy (%): 44.939998626708984	 gHg: 33.62837600708008	 smoothness 11.059518814086914	 sharpness 32.52476501464844
==> Epoch 1059/2000
==> Test
Train Loss 0.2887214124202728	 Train Accuracy (%): 89.13999938964844 	 Test Accuracy (%): 43.86000061035156	 gHg: 31.79428482055664	 smoothness 11.460699081420898	 sharpness 31.471017837524414
==> Epoch 1060/2000
==> Test
Train Loss 0.29685279726982117	 Train Accuracy (%): 89.5 	 Test Accuracy (%): 43.9900016784668	 gHg: 29.895278930664062	 smoothness 10.083250999450684	 sharpness 35.23412322998047
==> Epoch 1061/2000
==> Test
Train Loss 0.2760770618915558	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 44.529998779296875	 gHg: 36.99311447143555	 smoothness 9.734050750732422	 sharpness 31.63422203063965
==> Epoch 1062/2000
==> Test
Train Loss 0.2934569716453552	 Train Accuracy (%): 89.4000015258789 	 Test Accuracy (%): 43.7400016784668	 gHg: 39.55017852783203	 smoothness 12.627825736999512	 sharpness 29.723896026611328
==> Epoch 1063/2000
==> Test
Train Loss 0.27363404631614685	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 44.41999816894531	 gHg: 27.939117431640625	 smoothness 10.54777717590332	 sharpness 33.21559524536133
==> Epoch 1064/2000
==> Test
Train Loss 0.27568677067756653	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.720001220703125	 gHg: 21.996381759643555	 smoothness 9.787592887878418	 sharpness 31.962209701538086
==> Epoch 1065/2000
==> Test
Train Loss 0.2756366729736328	 Train Accuracy (%): 90.30000305175781 	 Test Accuracy (%): 44.689998626708984	 gHg: 23.760360717773438	 smoothness 9.203230857849121	 sharpness 28.33127212524414
==> Epoch 1066/2000
==> Test
Train Loss 0.2768504023551941	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 43.709999084472656	 gHg: 19.607990264892578	 smoothness 9.11742877960205	 sharpness 31.429790496826172
==> Epoch 1067/2000
==> Test
Train Loss 0.29028943181037903	 Train Accuracy (%): 89.86000061035156 	 Test Accuracy (%): 43.810001373291016	 gHg: 36.86152648925781	 smoothness 10.059045791625977	 sharpness 35.2927131652832
==> Epoch 1068/2000
==> Test
Train Loss 0.2718891203403473	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 44.369998931884766	 gHg: 46.64612579345703	 smoothness 12.610852241516113	 sharpness 35.93427658081055
==> Epoch 1069/2000
==> Test
Train Loss 0.27011585235595703	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 43.97999954223633	 gHg: 28.877216339111328	 smoothness 11.3555908203125	 sharpness 30.179513931274414
==> Epoch 1070/2000
==> Test
Train Loss 0.26687952876091003	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 43.939998626708984	 gHg: 23.41233253479004	 smoothness 10.405591011047363	 sharpness 31.695337295532227
==> Epoch 1071/2000
==> Test
Train Loss 0.2835157811641693	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 44.380001068115234	 gHg: 29.314544677734375	 smoothness 9.986946105957031	 sharpness 32.63408660888672
==> Epoch 1072/2000
==> Test
Train Loss 0.28169307112693787	 Train Accuracy (%): 90.05999755859375 	 Test Accuracy (%): 44.099998474121094	 gHg: 37.73564910888672	 smoothness 11.250040054321289	 sharpness 31.880260467529297
==> Epoch 1073/2000
==> Test
Train Loss 0.2722190320491791	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 43.86000061035156	 gHg: 37.725608825683594	 smoothness 11.18989372253418	 sharpness 33.56049346923828
==> Epoch 1074/2000
==> Test
Train Loss 0.2840142548084259	 Train Accuracy (%): 89.9000015258789 	 Test Accuracy (%): 44.619998931884766	 gHg: 39.544029235839844	 smoothness 11.908492088317871	 sharpness 34.23081970214844
==> Epoch 1075/2000
==> Test
Train Loss 0.26384687423706055	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.59000015258789	 gHg: 27.44900894165039	 smoothness 10.569562911987305	 sharpness 29.482398986816406
==> Epoch 1076/2000
==> Test
Train Loss 0.2640351355075836	 Train Accuracy (%): 90.22000122070312 	 Test Accuracy (%): 44.09000015258789	 gHg: 30.60324478149414	 smoothness 11.187265396118164	 sharpness 30.380117416381836
==> Epoch 1077/2000
==> Test
Train Loss 0.26629558205604553	 Train Accuracy (%): 90.31999969482422 	 Test Accuracy (%): 44.34000015258789	 gHg: 26.892000198364258	 smoothness 10.553871154785156	 sharpness 32.504066467285156
==> Epoch 1078/2000
==> Test
Train Loss 0.2879163324832916	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 44.619998931884766	 gHg: 35.51493835449219	 smoothness 10.40701675415039	 sharpness 34.77145767211914
==> Epoch 1079/2000
==> Test
Train Loss 0.26711729168891907	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.150001525878906	 gHg: 24.770099639892578	 smoothness 10.684625625610352	 sharpness 30.796602249145508
==> Epoch 1080/2000
==> Test
Train Loss 0.2658696472644806	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 44.34000015258789	 gHg: 29.17160415649414	 smoothness 9.475029945373535	 sharpness 31.957809448242188
==> Epoch 1081/2000
==> Test
Train Loss 0.2802959084510803	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 44.220001220703125	 gHg: 23.534666061401367	 smoothness 10.56743335723877	 sharpness 32.58510971069336
==> Epoch 1082/2000
==> Test
Train Loss 0.27760350704193115	 Train Accuracy (%): 90.5 	 Test Accuracy (%): 43.75	 gHg: 26.228565216064453	 smoothness 9.558268547058105	 sharpness 32.45263671875
==> Epoch 1083/2000
==> Test
Train Loss 0.26506584882736206	 Train Accuracy (%): 90.22000122070312 	 Test Accuracy (%): 43.220001220703125	 gHg: 37.37730407714844	 smoothness 10.410491943359375	 sharpness 31.313257217407227
==> Epoch 1084/2000
==> Test
Train Loss 0.29083818197250366	 Train Accuracy (%): 89.69999694824219 	 Test Accuracy (%): 44.470001220703125	 gHg: 60.10312271118164	 smoothness 12.956900596618652	 sharpness 33.618839263916016
==> Epoch 1085/2000
==> Test
Train Loss 0.2536034882068634	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 44.439998626708984	 gHg: 14.564433097839355	 smoothness 11.549860954284668	 sharpness 28.125446319580078
==> Epoch 1086/2000
==> Test
Train Loss 0.28180310130119324	 Train Accuracy (%): 90.44000244140625 	 Test Accuracy (%): 43.2599983215332	 gHg: 47.88199996948242	 smoothness 5.098555564880371	 sharpness 31.614070892333984
==> Epoch 1087/2000
==> Test
Train Loss 0.2795049250125885	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 43.720001220703125	 gHg: 61.71009826660156	 smoothness 14.537179946899414	 sharpness 36.05940246582031
==> Epoch 1088/2000
==> Test
Train Loss 0.26386597752571106	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.880001068115234	 gHg: 36.47459411621094	 smoothness 9.477616310119629	 sharpness 30.273983001708984
==> Epoch 1089/2000
==> Test
Train Loss 0.29182156920433044	 Train Accuracy (%): 89.44000244140625 	 Test Accuracy (%): 43.36000061035156	 gHg: 72.89947509765625	 smoothness 14.337525367736816	 sharpness 32.51291275024414
==> Epoch 1090/2000
==> Test
Train Loss 0.2641043961048126	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 43.09000015258789	 gHg: 34.335418701171875	 smoothness 11.867162704467773	 sharpness 31.966407775878906
==> Epoch 1091/2000
==> Test
Train Loss 0.28164100646972656	 Train Accuracy (%): 89.68000030517578 	 Test Accuracy (%): 43.779998779296875	 gHg: 38.93397521972656	 smoothness 9.273872375488281	 sharpness 35.55424499511719
==> Epoch 1092/2000
==> Test
Train Loss 0.2807093560695648	 Train Accuracy (%): 89.94000244140625 	 Test Accuracy (%): 44.220001220703125	 gHg: 50.44956588745117	 smoothness 11.24268627166748	 sharpness 36.05259323120117
==> Epoch 1093/2000
==> Test
Train Loss 0.2907957434654236	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 43.86000061035156	 gHg: 45.95265579223633	 smoothness 12.030256271362305	 sharpness 31.666343688964844
==> Epoch 1094/2000
==> Test
Train Loss 0.28130680322647095	 Train Accuracy (%): 89.83999633789062 	 Test Accuracy (%): 44.22999954223633	 gHg: 43.64601516723633	 smoothness 10.940750122070312	 sharpness 37.41312026977539
==> Epoch 1095/2000
==> Test
Train Loss 0.25682970881462097	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 44.34000015258789	 gHg: 16.08733558654785	 smoothness 10.421545028686523	 sharpness 32.69289016723633
==> Epoch 1096/2000
==> Test
Train Loss 0.28972768783569336	 Train Accuracy (%): 89.81999969482422 	 Test Accuracy (%): 44.599998474121094	 gHg: 30.239601135253906	 smoothness 7.277031898498535	 sharpness 31.865182876586914
==> Epoch 1097/2000
==> Test
Train Loss 0.26217666268348694	 Train Accuracy (%): 90.83999633789062 	 Test Accuracy (%): 43.81999969482422	 gHg: 25.339488983154297	 smoothness 11.532024383544922	 sharpness 32.5380859375
==> Epoch 1098/2000
==> Test
Train Loss 0.2587842345237732	 Train Accuracy (%): 90.83999633789062 	 Test Accuracy (%): 43.86000061035156	 gHg: 19.369789123535156	 smoothness 8.907548904418945	 sharpness 32.62699508666992
==> Epoch 1099/2000
==> Test
Train Loss 0.23453551530838013	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 44.060001373291016	 gHg: 19.41815948486328	 smoothness 9.862885475158691	 sharpness 30.748016357421875
==> Epoch 1100/2000
==> Test
Train Loss 0.2827436625957489	 Train Accuracy (%): 89.9800033569336 	 Test Accuracy (%): 43.380001068115234	 gHg: 41.97328567504883	 smoothness 9.544486999511719	 sharpness 31.60041046142578
==> Epoch 1101/2000
==> Test
Train Loss 0.26902568340301514	 Train Accuracy (%): 90.04000091552734 	 Test Accuracy (%): 43.380001068115234	 gHg: 32.52994155883789	 smoothness 12.215127944946289	 sharpness 35.41371154785156
==> Epoch 1102/2000
==> Test
Train Loss 0.26701754331588745	 Train Accuracy (%): 90.44000244140625 	 Test Accuracy (%): 44.720001220703125	 gHg: 25.33991050720215	 smoothness 8.955201148986816	 sharpness 30.916828155517578
==> Epoch 1103/2000
==> Test
Train Loss 0.27289795875549316	 Train Accuracy (%): 89.87999725341797 	 Test Accuracy (%): 43.91999816894531	 gHg: 45.49821853637695	 smoothness 11.020081520080566	 sharpness 32.766746520996094
==> Epoch 1104/2000
==> Test
Train Loss 0.2479081004858017	 Train Accuracy (%): 91.33999633789062 	 Test Accuracy (%): 43.0	 gHg: 17.1109676361084	 smoothness 10.71915340423584	 sharpness 30.4631404876709
==> Epoch 1105/2000
==> Test
Train Loss 0.2721932828426361	 Train Accuracy (%): 90.18000030517578 	 Test Accuracy (%): 43.83000183105469	 gHg: 26.918214797973633	 smoothness 7.854418754577637	 sharpness 32.700382232666016
==> Epoch 1106/2000
==> Test
Train Loss 0.27780526876449585	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 44.560001373291016	 gHg: 28.459632873535156	 smoothness 11.280704498291016	 sharpness 30.802593231201172
==> Epoch 1107/2000
==> Test
Train Loss 0.27419036626815796	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 43.720001220703125	 gHg: 29.801977157592773	 smoothness 8.677560806274414	 sharpness 29.03798484802246
==> Epoch 1108/2000
==> Test
Train Loss 0.2741536498069763	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 44.279998779296875	 gHg: 36.43955612182617	 smoothness 12.493865013122559	 sharpness 31.99502182006836
==> Epoch 1109/2000
==> Test
Train Loss 0.26474452018737793	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 44.72999954223633	 gHg: 19.31143569946289	 smoothness 10.465712547302246	 sharpness 33.89468765258789
==> Epoch 1110/2000
==> Test
Train Loss 0.2800523042678833	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 43.970001220703125	 gHg: 27.561145782470703	 smoothness 8.05418586730957	 sharpness 31.850414276123047
==> Epoch 1111/2000
==> Test
Train Loss 0.26592814922332764	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.95000076293945	 gHg: 38.05620574951172	 smoothness 12.535211563110352	 sharpness 33.45860290527344
==> Epoch 1112/2000
==> Test
Train Loss 0.25165215134620667	 Train Accuracy (%): 91.13999938964844 	 Test Accuracy (%): 43.95000076293945	 gHg: 22.655277252197266	 smoothness 10.275991439819336	 sharpness 33.05777359008789
==> Epoch 1113/2000
==> Test
Train Loss 0.265183687210083	 Train Accuracy (%): 90.54000091552734 	 Test Accuracy (%): 44.18000030517578	 gHg: 39.85773849487305	 smoothness 8.451067924499512	 sharpness 36.356468200683594
==> Epoch 1114/2000
==> Test
Train Loss 0.25228115916252136	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.040000915527344	 gHg: 58.134246826171875	 smoothness 13.457611083984375	 sharpness 34.324378967285156
==> Epoch 1115/2000
==> Test
Train Loss 0.2652890980243683	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 44.38999938964844	 gHg: 51.603607177734375	 smoothness 12.185726165771484	 sharpness 37.92899703979492
==> Epoch 1116/2000
==> Test
Train Loss 0.28343042731285095	 Train Accuracy (%): 89.76000213623047 	 Test Accuracy (%): 44.189998626708984	 gHg: 70.01295471191406	 smoothness 13.049290657043457	 sharpness 33.339969635009766
==> Epoch 1117/2000
==> Test
Train Loss 0.25519827008247375	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 43.720001220703125	 gHg: 36.84917449951172	 smoothness 12.16808795928955	 sharpness 32.40678024291992
==> Epoch 1118/2000
==> Test
Train Loss 0.2545764744281769	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 43.40999984741211	 gHg: 24.479347229003906	 smoothness 8.525697708129883	 sharpness 36.231136322021484
==> Epoch 1119/2000
==> Test
Train Loss 0.2703477144241333	 Train Accuracy (%): 90.19999694824219 	 Test Accuracy (%): 44.27000045776367	 gHg: 66.9420166015625	 smoothness 11.309588432312012	 sharpness 32.496299743652344
==> Epoch 1120/2000
==> Test
Train Loss 0.29463955760002136	 Train Accuracy (%): 89.33999633789062 	 Test Accuracy (%): 43.9900016784668	 gHg: 91.5118637084961	 smoothness 12.608155250549316	 sharpness 34.380130767822266
==> Epoch 1121/2000
==> Test
Train Loss 0.26629969477653503	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 43.84000015258789	 gHg: 61.63736343383789	 smoothness 13.220033645629883	 sharpness 32.33920669555664
==> Epoch 1122/2000
==> Test
Train Loss 0.24646589159965515	 Train Accuracy (%): 91.0199966430664 	 Test Accuracy (%): 43.689998626708984	 gHg: 41.059749603271484	 smoothness 10.030226707458496	 sharpness 34.73628616333008
==> Epoch 1123/2000
==> Test
Train Loss 0.28421854972839355	 Train Accuracy (%): 89.62000274658203 	 Test Accuracy (%): 44.25	 gHg: 63.417457580566406	 smoothness 11.704069137573242	 sharpness 34.837867736816406
==> Epoch 1124/2000
==> Test
Train Loss 0.25523343682289124	 Train Accuracy (%): 91.13999938964844 	 Test Accuracy (%): 43.560001373291016	 gHg: 40.25191116333008	 smoothness 11.60364818572998	 sharpness 31.361316680908203
==> Epoch 1125/2000
==> Test
Train Loss 0.2677268087863922	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 43.720001220703125	 gHg: 43.629554748535156	 smoothness 10.514936447143555	 sharpness 31.142831802368164
==> Epoch 1126/2000
==> Test
Train Loss 0.2550284266471863	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 44.290000915527344	 gHg: 62.468528747558594	 smoothness 12.73330020904541	 sharpness 35.40126037597656
==> Epoch 1127/2000
==> Test
Train Loss 0.25106918811798096	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 43.79999923706055	 gHg: 23.857099533081055	 smoothness 11.329994201660156	 sharpness 28.493209838867188
==> Epoch 1128/2000
==> Test
Train Loss 0.26783114671707153	 Train Accuracy (%): 90.36000061035156 	 Test Accuracy (%): 44.06999969482422	 gHg: 40.955810546875	 smoothness 7.633359909057617	 sharpness 34.727787017822266
==> Epoch 1129/2000
==> Test
Train Loss 0.2662113308906555	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.08000183105469	 gHg: 56.332393646240234	 smoothness 14.04354190826416	 sharpness 32.90416717529297
==> Epoch 1130/2000
==> Test
Train Loss 0.240683451294899	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 43.939998626708984	 gHg: 18.7149715423584	 smoothness 10.1548433303833	 sharpness 33.03019714355469
==> Epoch 1131/2000
==> Test
Train Loss 0.2641725242137909	 Train Accuracy (%): 90.16000366210938 	 Test Accuracy (%): 44.47999954223633	 gHg: 40.125308990478516	 smoothness 9.238794326782227	 sharpness 34.05020523071289
==> Epoch 1132/2000
==> Test
Train Loss 0.25662466883659363	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 44.16999816894531	 gHg: 23.590059280395508	 smoothness 11.475595474243164	 sharpness 30.388147354125977
==> Epoch 1133/2000
==> Test
Train Loss 0.2510926127433777	 Train Accuracy (%): 90.81999969482422 	 Test Accuracy (%): 44.27000045776367	 gHg: 21.45086669921875	 smoothness 7.539270877838135	 sharpness 34.66287612915039
==> Epoch 1134/2000
==> Test
Train Loss 0.2708509564399719	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 44.599998474121094	 gHg: 34.89590072631836	 smoothness 11.059060096740723	 sharpness 36.6429557800293
==> Epoch 1135/2000
==> Test
Train Loss 0.2591784596443176	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.720001220703125	 gHg: 20.050832748413086	 smoothness 9.60432243347168	 sharpness 30.388954162597656
==> Epoch 1136/2000
==> Test
Train Loss 0.2675972282886505	 Train Accuracy (%): 90.37999725341797 	 Test Accuracy (%): 43.7599983215332	 gHg: 31.981672286987305	 smoothness 9.834785461425781	 sharpness 36.30216598510742
==> Epoch 1137/2000
==> Test
Train Loss 0.23158876597881317	 Train Accuracy (%): 91.62000274658203 	 Test Accuracy (%): 44.0	 gHg: 17.25682830810547	 smoothness 9.791492462158203	 sharpness 31.719860076904297
==> Epoch 1138/2000
==> Test
Train Loss 0.26475438475608826	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 43.9900016784668	 gHg: 36.59275436401367	 smoothness 9.55778980255127	 sharpness 33.49368667602539
==> Epoch 1139/2000
==> Test
Train Loss 0.24500644207000732	 Train Accuracy (%): 90.91999816894531 	 Test Accuracy (%): 43.380001068115234	 gHg: 24.58936309814453	 smoothness 11.34998893737793	 sharpness 35.934513092041016
==> Epoch 1140/2000
==> Test
Train Loss 0.26079726219177246	 Train Accuracy (%): 90.0999984741211 	 Test Accuracy (%): 44.70000076293945	 gHg: 36.230682373046875	 smoothness 7.309027671813965	 sharpness 33.83906173706055
==> Epoch 1141/2000
==> Test
Train Loss 0.2777178883552551	 Train Accuracy (%): 89.30000305175781 	 Test Accuracy (%): 44.0	 gHg: 88.5761947631836	 smoothness 15.500441551208496	 sharpness 33.8261833190918
==> Epoch 1142/2000
==> Test
Train Loss 0.2432328313589096	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 43.689998626708984	 gHg: 27.35820198059082	 smoothness 12.122032165527344	 sharpness 37.275779724121094
==> Epoch 1143/2000
==> Test
Train Loss 0.27347272634506226	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 44.63999938964844	 gHg: 34.09514236450195	 smoothness 8.88760757446289	 sharpness 36.127899169921875
==> Epoch 1144/2000
==> Test
Train Loss 0.24873071908950806	 Train Accuracy (%): 91.69999694824219 	 Test Accuracy (%): 44.63999938964844	 gHg: 23.301727294921875	 smoothness 10.3162260055542	 sharpness 31.811124801635742
==> Epoch 1145/2000
==> Test
Train Loss 0.24918672442436218	 Train Accuracy (%): 91.37999725341797 	 Test Accuracy (%): 43.970001220703125	 gHg: 24.971004486083984	 smoothness 9.404243469238281	 sharpness 30.31846046447754
==> Epoch 1146/2000
==> Test
Train Loss 0.2465611845254898	 Train Accuracy (%): 90.91999816894531 	 Test Accuracy (%): 44.0099983215332	 gHg: 27.435707092285156	 smoothness 9.227858543395996	 sharpness 35.329002380371094
==> Epoch 1147/2000
==> Test
Train Loss 0.2534126341342926	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 44.45000076293945	 gHg: 31.354801177978516	 smoothness 10.442957878112793	 sharpness 36.48622131347656
==> Epoch 1148/2000
==> Test
Train Loss 0.25385987758636475	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 44.310001373291016	 gHg: 24.096309661865234	 smoothness 8.902667999267578	 sharpness 34.0877571105957
==> Epoch 1149/2000
==> Test
Train Loss 0.24978139996528625	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.72999954223633	 gHg: 35.230201721191406	 smoothness 10.026346206665039	 sharpness 36.188114166259766
==> Epoch 1150/2000
==> Test
Train Loss 0.2615295648574829	 Train Accuracy (%): 91.12000274658203 	 Test Accuracy (%): 43.68000030517578	 gHg: 29.43960952758789	 smoothness 10.561270713806152	 sharpness 29.75680160522461
==> Epoch 1151/2000
==> Test
Train Loss 0.2709374725818634	 Train Accuracy (%): 90.30000305175781 	 Test Accuracy (%): 43.959999084472656	 gHg: 43.41078567504883	 smoothness 10.073641777038574	 sharpness 35.45479202270508
==> Epoch 1152/2000
==> Test
Train Loss 0.26331132650375366	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 43.310001373291016	 gHg: 47.40728759765625	 smoothness 11.233141899108887	 sharpness 32.36991500854492
==> Epoch 1153/2000
==> Test
Train Loss 0.2536388039588928	 Train Accuracy (%): 91.36000061035156 	 Test Accuracy (%): 42.9900016784668	 gHg: 23.5998592376709	 smoothness 10.741872787475586	 sharpness 30.97269058227539
==> Epoch 1154/2000
==> Test
Train Loss 0.26181238889694214	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 43.63999938964844	 gHg: 44.792694091796875	 smoothness 7.8714599609375	 sharpness 35.13615417480469
==> Epoch 1155/2000
==> Test
Train Loss 0.2683330178260803	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 44.06999969482422	 gHg: 63.612220764160156	 smoothness 14.007732391357422	 sharpness 35.81095886230469
==> Epoch 1156/2000
==> Test
Train Loss 0.2518175542354584	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 43.65999984741211	 gHg: 44.78364562988281	 smoothness 10.29888916015625	 sharpness 35.49713897705078
==> Epoch 1157/2000
==> Test
Train Loss 0.27528294920921326	 Train Accuracy (%): 89.77999877929688 	 Test Accuracy (%): 44.52000045776367	 gHg: 64.57243347167969	 smoothness 12.878117561340332	 sharpness 36.695064544677734
==> Epoch 1158/2000
==> Test
Train Loss 0.24670732021331787	 Train Accuracy (%): 91.37999725341797 	 Test Accuracy (%): 44.13999938964844	 gHg: 21.645715713500977	 smoothness 9.960567474365234	 sharpness 32.26940155029297
==> Epoch 1159/2000
==> Test
Train Loss 0.2780575454235077	 Train Accuracy (%): 89.94000244140625 	 Test Accuracy (%): 43.720001220703125	 gHg: 53.21015930175781	 smoothness 10.132736206054688	 sharpness 33.1182746887207
==> Epoch 1160/2000
==> Test
Train Loss 0.2538066506385803	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 44.380001068115234	 gHg: 36.24137878417969	 smoothness 12.98502254486084	 sharpness 35.955596923828125
==> Epoch 1161/2000
==> Test
Train Loss 0.24467739462852478	 Train Accuracy (%): 91.4800033569336 	 Test Accuracy (%): 44.95000076293945	 gHg: 20.78594970703125	 smoothness 7.821413516998291	 sharpness 32.18117904663086
==> Epoch 1162/2000
==> Test
Train Loss 0.2519077956676483	 Train Accuracy (%): 91.22000122070312 	 Test Accuracy (%): 44.22999954223633	 gHg: 29.425010681152344	 smoothness 10.354757308959961	 sharpness 30.16929817199707
==> Epoch 1163/2000
==> Test
Train Loss 0.2526974678039551	 Train Accuracy (%): 90.5 	 Test Accuracy (%): 43.91999816894531	 gHg: 29.813678741455078	 smoothness 11.111298561096191	 sharpness 33.832008361816406
==> Epoch 1164/2000
==> Test
Train Loss 0.2540935277938843	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 44.11000061035156	 gHg: 22.31315803527832	 smoothness 8.47411823272705	 sharpness 34.70561218261719
==> Epoch 1165/2000
==> Test
Train Loss 0.24276481568813324	 Train Accuracy (%): 91.62000274658203 	 Test Accuracy (%): 43.65999984741211	 gHg: 27.995994567871094	 smoothness 10.812861442565918	 sharpness 33.01949691772461
==> Epoch 1166/2000
==> Test
Train Loss 0.24778786301612854	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 43.4900016784668	 gHg: 16.124849319458008	 smoothness 10.285622596740723	 sharpness 29.524980545043945
==> Epoch 1167/2000
==> Test
Train Loss 0.24982799589633942	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.95000076293945	 gHg: 25.168743133544922	 smoothness 6.7164387702941895	 sharpness 34.77660369873047
==> Epoch 1168/2000
==> Test
Train Loss 0.2593449652194977	 Train Accuracy (%): 90.83999633789062 	 Test Accuracy (%): 43.880001068115234	 gHg: 59.464813232421875	 smoothness 12.32951831817627	 sharpness 35.31680679321289
==> Epoch 1169/2000
==> Test
Train Loss 0.24841323494911194	 Train Accuracy (%): 90.94000244140625 	 Test Accuracy (%): 44.2599983215332	 gHg: 37.27527618408203	 smoothness 12.207820892333984	 sharpness 35.807769775390625
==> Epoch 1170/2000
==> Test
Train Loss 0.2572513818740845	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 44.16999816894531	 gHg: 26.92237091064453	 smoothness 9.965615272521973	 sharpness 34.82511520385742
==> Epoch 1171/2000
==> Test
Train Loss 0.2605398893356323	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 44.0	 gHg: 46.44560241699219	 smoothness 10.085208892822266	 sharpness 32.99684524536133
==> Epoch 1172/2000
==> Test
Train Loss 0.26040971279144287	 Train Accuracy (%): 90.81999969482422 	 Test Accuracy (%): 44.36000061035156	 gHg: 48.889862060546875	 smoothness 11.73544692993164	 sharpness 35.215187072753906
==> Epoch 1173/2000
==> Test
Train Loss 0.2599078416824341	 Train Accuracy (%): 90.33999633789062 	 Test Accuracy (%): 44.189998626708984	 gHg: 44.073585510253906	 smoothness 11.563775062561035	 sharpness 35.83618927001953
==> Epoch 1174/2000
==> Test
Train Loss 0.25638917088508606	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.880001068115234	 gHg: 50.966007232666016	 smoothness 10.868252754211426	 sharpness 34.7740592956543
==> Epoch 1175/2000
==> Test
Train Loss 0.2547389268875122	 Train Accuracy (%): 90.72000122070312 	 Test Accuracy (%): 44.36000061035156	 gHg: 41.90998458862305	 smoothness 11.36162281036377	 sharpness 34.42841720581055
==> Epoch 1176/2000
==> Test
Train Loss 0.26003777980804443	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 44.189998626708984	 gHg: 30.768587112426758	 smoothness 9.712825775146484	 sharpness 32.116790771484375
==> Epoch 1177/2000
==> Test
Train Loss 0.26565828919410706	 Train Accuracy (%): 90.81999969482422 	 Test Accuracy (%): 44.0	 gHg: 43.47990417480469	 smoothness 9.79157829284668	 sharpness 31.631298065185547
==> Epoch 1178/2000
==> Test
Train Loss 0.2535005509853363	 Train Accuracy (%): 91.45999908447266 	 Test Accuracy (%): 43.779998779296875	 gHg: 33.43342208862305	 smoothness 11.357854843139648	 sharpness 31.85570526123047
==> Epoch 1179/2000
==> Test
Train Loss 0.23879431188106537	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 44.20000076293945	 gHg: 15.57151985168457	 smoothness 8.623937606811523	 sharpness 36.541015625
==> Epoch 1180/2000
==> Test
Train Loss 0.28006961941719055	 Train Accuracy (%): 89.86000061035156 	 Test Accuracy (%): 43.529998779296875	 gHg: 63.31739807128906	 smoothness 10.424549102783203	 sharpness 37.46194839477539
==> Epoch 1181/2000
==> Test
Train Loss 0.2618018686771393	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 43.900001525878906	 gHg: 37.89825439453125	 smoothness 12.359350204467773	 sharpness 33.7899169921875
==> Epoch 1182/2000
==> Test
Train Loss 0.2492777556180954	 Train Accuracy (%): 91.22000122070312 	 Test Accuracy (%): 44.5099983215332	 gHg: 22.963573455810547	 smoothness 9.23059368133545	 sharpness 32.48402786254883
==> Epoch 1183/2000
==> Test
Train Loss 0.26490217447280884	 Train Accuracy (%): 90.5199966430664 	 Test Accuracy (%): 44.36000061035156	 gHg: 42.77471160888672	 smoothness 10.261783599853516	 sharpness 32.00579071044922
==> Epoch 1184/2000
==> Test
Train Loss 0.26209741830825806	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 44.220001220703125	 gHg: 32.422447204589844	 smoothness 10.707083702087402	 sharpness 32.82621765136719
==> Epoch 1185/2000
==> Test
Train Loss 0.262090265750885	 Train Accuracy (%): 90.69999694824219 	 Test Accuracy (%): 43.720001220703125	 gHg: 23.808969497680664	 smoothness 8.942299842834473	 sharpness 32.80146026611328
==> Epoch 1186/2000
==> Test
Train Loss 0.2617587745189667	 Train Accuracy (%): 90.63999938964844 	 Test Accuracy (%): 43.150001525878906	 gHg: 33.91456985473633	 smoothness 9.212568283081055	 sharpness 37.200469970703125
==> Epoch 1187/2000
==> Test
Train Loss 0.2573343813419342	 Train Accuracy (%): 90.72000122070312 	 Test Accuracy (%): 43.04999923706055	 gHg: 38.569984436035156	 smoothness 10.505918502807617	 sharpness 32.67444610595703
==> Epoch 1188/2000
==> Test
Train Loss 0.25926345586776733	 Train Accuracy (%): 90.95999908447266 	 Test Accuracy (%): 43.880001068115234	 gHg: 56.1417236328125	 smoothness 12.31364631652832	 sharpness 36.59783172607422
==> Epoch 1189/2000
==> Test
Train Loss 0.25368836522102356	 Train Accuracy (%): 91.16000366210938 	 Test Accuracy (%): 44.52000045776367	 gHg: 17.912874221801758	 smoothness 10.645895004272461	 sharpness 34.7413215637207
==> Epoch 1190/2000
==> Test
Train Loss 0.27828747034072876	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 44.2400016784668	 gHg: 34.98299026489258	 smoothness 6.4548869132995605	 sharpness 36.3827018737793
==> Epoch 1191/2000
==> Test
Train Loss 0.27959075570106506	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 44.900001525878906	 gHg: 86.86651611328125	 smoothness 13.664554595947266	 sharpness 36.143226623535156
==> Epoch 1192/2000
==> Test
Train Loss 0.2538069188594818	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 44.15999984741211	 gHg: 41.1518669128418	 smoothness 12.768266677856445	 sharpness 36.57315444946289
==> Epoch 1193/2000
==> Test
Train Loss 0.2614716589450836	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.2599983215332	 gHg: 44.34104919433594	 smoothness 9.292021751403809	 sharpness 33.959747314453125
==> Epoch 1194/2000
==> Test
Train Loss 0.25135257840156555	 Train Accuracy (%): 90.63999938964844 	 Test Accuracy (%): 43.619998931884766	 gHg: 70.04598236083984	 smoothness 13.172259330749512	 sharpness 39.1384162902832
==> Epoch 1195/2000
==> Test
Train Loss 0.24955180287361145	 Train Accuracy (%): 91.5199966430664 	 Test Accuracy (%): 43.95000076293945	 gHg: 42.487388610839844	 smoothness 12.138412475585938	 sharpness 32.332969665527344
==> Epoch 1196/2000
==> Test
Train Loss 0.24770277738571167	 Train Accuracy (%): 91.77999877929688 	 Test Accuracy (%): 43.599998474121094	 gHg: 31.706565856933594	 smoothness 8.970305442810059	 sharpness 30.4825496673584
==> Epoch 1197/2000
==> Test
Train Loss 0.2504081428050995	 Train Accuracy (%): 91.45999908447266 	 Test Accuracy (%): 44.119998931884766	 gHg: 66.3848876953125	 smoothness 12.194990158081055	 sharpness 37.49522399902344
==> Epoch 1198/2000
==> Test
Train Loss 0.25460729002952576	 Train Accuracy (%): 90.87999725341797 	 Test Accuracy (%): 44.119998931884766	 gHg: 32.757774353027344	 smoothness 11.239568710327148	 sharpness 34.60195541381836
==> Epoch 1199/2000
==> Test
Train Loss 0.25836408138275146	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 44.11000061035156	 gHg: 50.277854919433594	 smoothness 10.265840530395508	 sharpness 36.14512252807617
==> Epoch 1200/2000
==> Test
Train Loss 0.23927292227745056	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 43.779998779296875	 gHg: 31.907712936401367	 smoothness 11.252046585083008	 sharpness 34.24828338623047
==> Epoch 1201/2000
==> Test
Train Loss 0.2534531354904175	 Train Accuracy (%): 90.58000183105469 	 Test Accuracy (%): 43.900001525878906	 gHg: 58.126922607421875	 smoothness 9.641073226928711	 sharpness 36.63401794433594
==> Epoch 1202/2000
==> Test
Train Loss 0.24676544964313507	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 44.08000183105469	 gHg: 45.62159729003906	 smoothness 13.034706115722656	 sharpness 32.804012298583984
==> Epoch 1203/2000
==> Test
Train Loss 0.23983772099018097	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 43.83000183105469	 gHg: 16.028608322143555	 smoothness 8.43753719329834	 sharpness 32.22468185424805
==> Epoch 1204/2000
==> Test
Train Loss 0.25544503331184387	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 44.08000183105469	 gHg: 67.79942321777344	 smoothness 11.857739448547363	 sharpness 36.733821868896484
==> Epoch 1205/2000
==> Test
Train Loss 0.2418249249458313	 Train Accuracy (%): 91.33999633789062 	 Test Accuracy (%): 44.150001525878906	 gHg: 32.98635482788086	 smoothness 12.424561500549316	 sharpness 34.288475036621094
==> Epoch 1206/2000
==> Test
Train Loss 0.23807615041732788	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 44.04999923706055	 gHg: 31.560806274414062	 smoothness 8.995685577392578	 sharpness 31.620397567749023
==> Epoch 1207/2000
==> Test
Train Loss 0.2628959119319916	 Train Accuracy (%): 90.41999816894531 	 Test Accuracy (%): 44.209999084472656	 gHg: 47.45652389526367	 smoothness 11.605364799499512	 sharpness 34.255130767822266
==> Epoch 1208/2000
==> Test
Train Loss 0.24671074748039246	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 44.650001525878906	 gHg: 36.689422607421875	 smoothness 10.149846076965332	 sharpness 32.46951675415039
==> Epoch 1209/2000
==> Test
Train Loss 0.27416083216667175	 Train Accuracy (%): 90.66000366210938 	 Test Accuracy (%): 44.11000061035156	 gHg: 35.29093551635742	 smoothness 11.544427871704102	 sharpness 34.47817611694336
==> Epoch 1210/2000
==> Test
Train Loss 0.2472294121980667	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 44.27000045776367	 gHg: 34.264129638671875	 smoothness 9.20571231842041	 sharpness 33.68714904785156
==> Epoch 1211/2000
==> Test
Train Loss 0.25311699509620667	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 44.54999923706055	 gHg: 47.87950897216797	 smoothness 11.19019889831543	 sharpness 36.034297943115234
==> Epoch 1212/2000
==> Test
Train Loss 0.24990630149841309	 Train Accuracy (%): 90.91999816894531 	 Test Accuracy (%): 43.849998474121094	 gHg: 43.446319580078125	 smoothness 12.441139221191406	 sharpness 34.86658477783203
==> Epoch 1213/2000
==> Test
Train Loss 0.2410011738538742	 Train Accuracy (%): 91.22000122070312 	 Test Accuracy (%): 44.22999954223633	 gHg: 26.718921661376953	 smoothness 10.070080757141113	 sharpness 34.56348419189453
==> Epoch 1214/2000
==> Test
Train Loss 0.2649812400341034	 Train Accuracy (%): 90.0 	 Test Accuracy (%): 44.459999084472656	 gHg: 59.0976448059082	 smoothness 8.714982986450195	 sharpness 34.4249267578125
==> Epoch 1215/2000
==> Test
Train Loss 0.2789936661720276	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 44.029998779296875	 gHg: 57.18657684326172	 smoothness 14.696761131286621	 sharpness 30.606897354125977
==> Epoch 1216/2000
==> Test
Train Loss 0.242769256234169	 Train Accuracy (%): 91.4000015258789 	 Test Accuracy (%): 43.810001373291016	 gHg: 23.261770248413086	 smoothness 8.855833053588867	 sharpness 35.906585693359375
==> Epoch 1217/2000
==> Test
Train Loss 0.2593129575252533	 Train Accuracy (%): 90.55999755859375 	 Test Accuracy (%): 44.70000076293945	 gHg: 76.08416748046875	 smoothness 11.127423286437988	 sharpness 39.72734832763672
==> Epoch 1218/2000
==> Test
Train Loss 0.22091403603553772	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 44.09000015258789	 gHg: 16.664400100708008	 smoothness 11.097210884094238	 sharpness 29.666812896728516
==> Epoch 1219/2000
==> Test
Train Loss 0.25979191064834595	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 43.95000076293945	 gHg: 75.07437896728516	 smoothness 5.282925128936768	 sharpness 39.663700103759766
==> Epoch 1220/2000
==> Test
Train Loss 0.2630493938922882	 Train Accuracy (%): 90.4000015258789 	 Test Accuracy (%): 43.709999084472656	 gHg: 92.61315155029297	 smoothness 15.496516227722168	 sharpness 36.682273864746094
==> Epoch 1221/2000
==> Test
Train Loss 0.24142757058143616	 Train Accuracy (%): 91.62000274658203 	 Test Accuracy (%): 44.029998779296875	 gHg: 25.146820068359375	 smoothness 10.031291961669922	 sharpness 32.00010299682617
==> Epoch 1222/2000
==> Test
Train Loss 0.267072468996048	 Train Accuracy (%): 90.0199966430664 	 Test Accuracy (%): 43.63999938964844	 gHg: 81.4134292602539	 smoothness 9.654261589050293	 sharpness 36.35873031616211
==> Epoch 1223/2000
==> Test
Train Loss 0.25764766335487366	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 43.08000183105469	 gHg: 81.09864807128906	 smoothness 13.672757148742676	 sharpness 37.691246032714844
==> Epoch 1224/2000
==> Test
Train Loss 0.2763257622718811	 Train Accuracy (%): 89.44000244140625 	 Test Accuracy (%): 43.72999954223633	 gHg: 93.19783020019531	 smoothness 12.13449478149414	 sharpness 38.376792907714844
==> Epoch 1225/2000
==> Test
Train Loss 0.26486584544181824	 Train Accuracy (%): 90.23999786376953 	 Test Accuracy (%): 44.16999816894531	 gHg: 86.18993377685547	 smoothness 14.31329345703125	 sharpness 35.274925231933594
==> Epoch 1226/2000
==> Test
Train Loss 0.25208956003189087	 Train Accuracy (%): 91.05999755859375 	 Test Accuracy (%): 43.75	 gHg: 77.60489654541016	 smoothness 11.158615112304688	 sharpness 37.26240158081055
==> Epoch 1227/2000
==> Test
Train Loss 0.2439599186182022	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 44.400001525878906	 gHg: 56.19509506225586	 smoothness 12.346460342407227	 sharpness 39.87640380859375
==> Epoch 1228/2000
==> Test
Train Loss 0.2570379972457886	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 44.279998779296875	 gHg: 54.891597747802734	 smoothness 8.289981842041016	 sharpness 34.90485763549805
==> Epoch 1229/2000
==> Test
Train Loss 0.3008898198604584	 Train Accuracy (%): 88.94000244140625 	 Test Accuracy (%): 43.75	 gHg: 106.55892944335938	 smoothness 14.52668571472168	 sharpness 37.400997161865234
==> Epoch 1230/2000
==> Test
Train Loss 0.24662455916404724	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.65999984741211	 gHg: 21.381378173828125	 smoothness 11.292787551879883	 sharpness 34.346923828125
==> Epoch 1231/2000
==> Test
Train Loss 0.27004683017730713	 Train Accuracy (%): 90.13999938964844 	 Test Accuracy (%): 44.209999084472656	 gHg: 48.139060974121094	 smoothness 5.595360279083252	 sharpness 34.407806396484375
==> Epoch 1232/2000
==> Test
Train Loss 0.2517947852611542	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 44.0	 gHg: 39.628013610839844	 smoothness 13.006592750549316	 sharpness 34.07611846923828
==> Epoch 1233/2000
==> Test
Train Loss 0.2346271276473999	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 43.81999969482422	 gHg: 24.27913475036621	 smoothness 7.321360111236572	 sharpness 33.49086380004883
==> Epoch 1234/2000
==> Test
Train Loss 0.24449248611927032	 Train Accuracy (%): 91.08000183105469 	 Test Accuracy (%): 44.029998779296875	 gHg: 51.56125259399414	 smoothness 12.880350112915039	 sharpness 33.76139450073242
==> Epoch 1235/2000
==> Test
Train Loss 0.25104132294654846	 Train Accuracy (%): 91.27999877929688 	 Test Accuracy (%): 44.84000015258789	 gHg: 17.07333755493164	 smoothness 10.042803764343262	 sharpness 32.63643264770508
==> Epoch 1236/2000
==> Test
Train Loss 0.2530278265476227	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 44.11000061035156	 gHg: 49.02315139770508	 smoothness 8.479666709899902	 sharpness 31.96904182434082
==> Epoch 1237/2000
==> Test
Train Loss 0.2492375522851944	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 44.11000061035156	 gHg: 37.1595458984375	 smoothness 13.220280647277832	 sharpness 32.415283203125
==> Epoch 1238/2000
==> Test
Train Loss 0.20708315074443817	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.58000183105469	 gHg: 6.54515266418457	 smoothness 9.333619117736816	 sharpness 31.19573211669922
==> Epoch 1239/2000
==> Test
Train Loss 0.23709408938884735	 Train Accuracy (%): 91.55999755859375 	 Test Accuracy (%): 44.20000076293945	 gHg: 29.65658950805664	 smoothness 7.54093074798584	 sharpness 35.94339370727539
==> Epoch 1240/2000
==> Test
Train Loss 0.2479255646467209	 Train Accuracy (%): 91.0 	 Test Accuracy (%): 44.08000183105469	 gHg: 51.97747802734375	 smoothness 11.936023712158203	 sharpness 35.25988006591797
==> Epoch 1241/2000
==> Test
Train Loss 0.2456333190202713	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 44.209999084472656	 gHg: 44.71446990966797	 smoothness 12.758275985717773	 sharpness 33.839595794677734
==> Epoch 1242/2000
==> Test
Train Loss 0.23789148032665253	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 44.060001373291016	 gHg: 25.921632766723633	 smoothness 11.109386444091797	 sharpness 33.84210205078125
==> Epoch 1243/2000
==> Test
Train Loss 0.2182544469833374	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 44.4900016784668	 gHg: 21.504493713378906	 smoothness 8.948468208312988	 sharpness 33.86830520629883
==> Epoch 1244/2000
==> Test
Train Loss 0.24775488674640656	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 44.20000076293945	 gHg: 31.947736740112305	 smoothness 9.822320938110352	 sharpness 32.925357818603516
==> Epoch 1245/2000
==> Test
Train Loss 0.23908942937850952	 Train Accuracy (%): 91.44000244140625 	 Test Accuracy (%): 43.7599983215332	 gHg: 9.362846374511719	 smoothness 9.757046699523926	 sharpness 32.954864501953125
==> Epoch 1246/2000
==> Test
Train Loss 0.2202753722667694	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 43.72999954223633	 gHg: 39.061767578125	 smoothness 7.75696325302124	 sharpness 35.94799041748047
==> Epoch 1247/2000
==> Test
Train Loss 0.2556135952472687	 Train Accuracy (%): 91.26000213623047 	 Test Accuracy (%): 43.349998474121094	 gHg: 65.23678588867188	 smoothness 14.560660362243652	 sharpness 36.287593841552734
==> Epoch 1248/2000
==> Test
Train Loss 0.24266205728054047	 Train Accuracy (%): 91.23999786376953 	 Test Accuracy (%): 43.27000045776367	 gHg: 40.655426025390625	 smoothness 12.231680870056152	 sharpness 31.294109344482422
==> Epoch 1249/2000
==> Test
Train Loss 0.2205481380224228	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 42.959999084472656	 gHg: 24.980487823486328	 smoothness 11.030438423156738	 sharpness 31.970495223999023
==> Epoch 1250/2000
==> Test
Train Loss 0.2287069857120514	 Train Accuracy (%): 92.08000183105469 	 Test Accuracy (%): 44.09000015258789	 gHg: 52.15761947631836	 smoothness 9.032732963562012	 sharpness 35.466941833496094
==> Epoch 1251/2000
==> Test
Train Loss 0.25433096289634705	 Train Accuracy (%): 90.45999908447266 	 Test Accuracy (%): 43.45000076293945	 gHg: 71.89958190917969	 smoothness 14.80876350402832	 sharpness 33.47476577758789
==> Epoch 1252/2000
==> Test
Train Loss 0.22477738559246063	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.439998626708984	 gHg: 20.503456115722656	 smoothness 11.883500099182129	 sharpness 35.28778839111328
==> Epoch 1253/2000
==> Test
Train Loss 0.23397810757160187	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.7400016784668	 gHg: 16.948198318481445	 smoothness 6.029343605041504	 sharpness 34.53734588623047
==> Epoch 1254/2000
==> Test
Train Loss 0.21697461605072021	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 43.779998779296875	 gHg: 25.092178344726562	 smoothness 10.441021919250488	 sharpness 31.752500534057617
==> Epoch 1255/2000
==> Test
Train Loss 0.22987981140613556	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 43.47999954223633	 gHg: 27.613039016723633	 smoothness 9.8815336227417	 sharpness 32.100250244140625
==> Epoch 1256/2000
==> Test
Train Loss 0.23557768762111664	 Train Accuracy (%): 91.9000015258789 	 Test Accuracy (%): 43.61000061035156	 gHg: 43.99931716918945	 smoothness 12.371101379394531	 sharpness 34.590736389160156
==> Epoch 1257/2000
==> Test
Train Loss 0.23600488901138306	 Train Accuracy (%): 90.9800033569336 	 Test Accuracy (%): 43.900001525878906	 gHg: 56.038883209228516	 smoothness 12.12894344329834	 sharpness 38.05076599121094
==> Epoch 1258/2000
==> Test
Train Loss 0.23224997520446777	 Train Accuracy (%): 91.62000274658203 	 Test Accuracy (%): 43.59000015258789	 gHg: 45.13050842285156	 smoothness 12.478313446044922	 sharpness 34.351009368896484
==> Epoch 1259/2000
==> Test
Train Loss 0.2287410944700241	 Train Accuracy (%): 91.81999969482422 	 Test Accuracy (%): 43.56999969482422	 gHg: 27.345661163330078	 smoothness 11.024470329284668	 sharpness 32.94560623168945
==> Epoch 1260/2000
==> Test
Train Loss 0.20278526842594147	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 43.75	 gHg: 13.176824569702148	 smoothness 9.428513526916504	 sharpness 32.81982421875
==> Epoch 1261/2000
==> Test
Train Loss 0.23221059143543243	 Train Accuracy (%): 91.44000244140625 	 Test Accuracy (%): 44.36000061035156	 gHg: 39.8291015625	 smoothness 9.074639320373535	 sharpness 33.490318298339844
==> Epoch 1262/2000
==> Test
Train Loss 0.23996388912200928	 Train Accuracy (%): 91.5999984741211 	 Test Accuracy (%): 43.61000061035156	 gHg: 42.560523986816406	 smoothness 13.601057052612305	 sharpness 30.294294357299805
==> Epoch 1263/2000
==> Test
Train Loss 0.20985163748264313	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 42.849998474121094	 gHg: 17.076854705810547	 smoothness 10.169565200805664	 sharpness 32.788597106933594
==> Epoch 1264/2000
==> Test
Train Loss 0.2394038885831833	 Train Accuracy (%): 91.69999694824219 	 Test Accuracy (%): 43.900001525878906	 gHg: 31.43695068359375	 smoothness 8.915068626403809	 sharpness 33.62828063964844
==> Epoch 1265/2000
==> Test
Train Loss 0.20105357468128204	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 43.900001525878906	 gHg: 16.138898849487305	 smoothness 10.523728370666504	 sharpness 29.262372970581055
==> Epoch 1266/2000
==> Test
Train Loss 0.2256736010313034	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 42.95000076293945	 gHg: 26.492130279541016	 smoothness 8.389134407043457	 sharpness 30.317611694335938
==> Epoch 1267/2000
==> Test
Train Loss 0.2106528878211975	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 43.540000915527344	 gHg: 34.8726921081543	 smoothness 10.861861228942871	 sharpness 36.154327392578125
==> Epoch 1268/2000
==> Test
Train Loss 0.21410036087036133	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 44.380001068115234	 gHg: 34.797447204589844	 smoothness 10.910344123840332	 sharpness 35.07344055175781
==> Epoch 1269/2000
==> Test
Train Loss 0.2214331030845642	 Train Accuracy (%): 92.13999938964844 	 Test Accuracy (%): 43.79999923706055	 gHg: 24.70204734802246	 smoothness 11.7101411819458	 sharpness 30.910947799682617
==> Epoch 1270/2000
==> Test
Train Loss 0.216962531208992	 Train Accuracy (%): 91.94000244140625 	 Test Accuracy (%): 43.81999969482422	 gHg: 21.540210723876953	 smoothness 8.386500358581543	 sharpness 31.127321243286133
==> Epoch 1271/2000
==> Test
Train Loss 0.2442994862794876	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 44.099998474121094	 gHg: 59.04468536376953	 smoothness 10.919559478759766	 sharpness 37.46549606323242
==> Epoch 1272/2000
==> Test
Train Loss 0.25694024562835693	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 44.470001220703125	 gHg: 100.43313598632812	 smoothness 14.793450355529785	 sharpness 39.07250213623047
==> Epoch 1273/2000
==> Test
Train Loss 0.23875018954277039	 Train Accuracy (%): 91.36000061035156 	 Test Accuracy (%): 43.119998931884766	 gHg: 49.076393127441406	 smoothness 13.029853820800781	 sharpness 33.27360916137695
==> Epoch 1274/2000
==> Test
Train Loss 0.2391076236963272	 Train Accuracy (%): 91.26000213623047 	 Test Accuracy (%): 43.65999984741211	 gHg: 60.685760498046875	 smoothness 10.766420364379883	 sharpness 35.565128326416016
==> Epoch 1275/2000
==> Test
Train Loss 0.23165380954742432	 Train Accuracy (%): 91.77999877929688 	 Test Accuracy (%): 44.290000915527344	 gHg: 58.098148345947266	 smoothness 10.84605598449707	 sharpness 35.63581085205078
==> Epoch 1276/2000
==> Test
Train Loss 0.23281772434711456	 Train Accuracy (%): 91.76000213623047 	 Test Accuracy (%): 44.13999938964844	 gHg: 50.44159698486328	 smoothness 11.895288467407227	 sharpness 32.26823043823242
==> Epoch 1277/2000
==> Test
Train Loss 0.2477799504995346	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 43.77000045776367	 gHg: 55.344703674316406	 smoothness 10.143414497375488	 sharpness 33.15712356567383
==> Epoch 1278/2000
==> Test
Train Loss 0.25053972005844116	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 43.70000076293945	 gHg: 115.51166534423828	 smoothness 11.711740493774414	 sharpness 40.22669982910156
==> Epoch 1279/2000
==> Test
Train Loss 0.2842158079147339	 Train Accuracy (%): 89.66000366210938 	 Test Accuracy (%): 44.04999923706055	 gHg: 154.11782836914062	 smoothness 16.643627166748047	 sharpness 38.454620361328125
==> Epoch 1280/2000
==> Test
Train Loss 0.2615477740764618	 Train Accuracy (%): 90.86000061035156 	 Test Accuracy (%): 43.959999084472656	 gHg: 65.5169906616211	 smoothness 12.839736938476562	 sharpness 40.520565032958984
==> Epoch 1281/2000
==> Test
Train Loss 0.2601148784160614	 Train Accuracy (%): 90.83999633789062 	 Test Accuracy (%): 43.68000030517578	 gHg: 41.166534423828125	 smoothness 7.517153263092041	 sharpness 31.217124938964844
==> Epoch 1282/2000
==> Test
Train Loss 0.27801814675331116	 Train Accuracy (%): 90.08000183105469 	 Test Accuracy (%): 43.790000915527344	 gHg: 131.42929077148438	 smoothness 14.30884838104248	 sharpness 33.27766799926758
==> Epoch 1283/2000
==> Test
Train Loss 0.25146573781967163	 Train Accuracy (%): 90.73999786376953 	 Test Accuracy (%): 43.310001373291016	 gHg: 70.0049057006836	 smoothness 14.035065650939941	 sharpness 34.53776550292969
==> Epoch 1284/2000
==> Test
Train Loss 0.23226547241210938	 Train Accuracy (%): 91.31999969482422 	 Test Accuracy (%): 42.849998474121094	 gHg: 24.001373291015625	 smoothness 8.180874824523926	 sharpness 30.21369171142578
==> Epoch 1285/2000
==> Test
Train Loss 0.2909599840641022	 Train Accuracy (%): 89.41999816894531 	 Test Accuracy (%): 43.060001373291016	 gHg: 147.694091796875	 smoothness 12.466485977172852	 sharpness 36.53672409057617
==> Epoch 1286/2000
==> Test
Train Loss 0.2804722785949707	 Train Accuracy (%): 89.5199966430664 	 Test Accuracy (%): 44.130001068115234	 gHg: 145.98471069335938	 smoothness 16.14495849609375	 sharpness 40.45650100708008
==> Epoch 1287/2000
==> Test
Train Loss 0.2233704775571823	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.63999938964844	 gHg: 25.050533294677734	 smoothness 11.205018997192383	 sharpness 27.181154251098633
==> Epoch 1288/2000
==> Test
Train Loss 0.2684975564479828	 Train Accuracy (%): 90.68000030517578 	 Test Accuracy (%): 42.779998779296875	 gHg: 57.44369125366211	 smoothness 6.004107475280762	 sharpness 31.44212532043457
==> Epoch 1289/2000
==> Test
Train Loss 0.2609720826148987	 Train Accuracy (%): 90.4800033569336 	 Test Accuracy (%): 43.70000076293945	 gHg: 81.89103698730469	 smoothness 13.237371444702148	 sharpness 32.97884750366211
==> Epoch 1290/2000
==> Test
Train Loss 0.22689858078956604	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.029998779296875	 gHg: 27.564708709716797	 smoothness 10.49730110168457	 sharpness 26.646745681762695
==> Epoch 1291/2000
==> Test
Train Loss 0.28233596682548523	 Train Accuracy (%): 89.73999786376953 	 Test Accuracy (%): 42.099998474121094	 gHg: 77.77114868164062	 smoothness 8.34015941619873	 sharpness 34.69540023803711
==> Epoch 1292/2000
==> Test
Train Loss 0.27893921732902527	 Train Accuracy (%): 90.19999694824219 	 Test Accuracy (%): 44.06999969482422	 gHg: 124.26243591308594	 smoothness 13.490252494812012	 sharpness 38.838050842285156
==> Epoch 1293/2000
==> Test
Train Loss 0.2498476803302765	 Train Accuracy (%): 91.26000213623047 	 Test Accuracy (%): 44.15999984741211	 gHg: 29.87065887451172	 smoothness 11.73342514038086	 sharpness 28.880455017089844
==> Epoch 1294/2000
==> Test
Train Loss 0.26194530725479126	 Train Accuracy (%): 90.5999984741211 	 Test Accuracy (%): 43.400001525878906	 gHg: 46.6371955871582	 smoothness 6.982662200927734	 sharpness 30.19101333618164
==> Epoch 1295/2000
==> Test
Train Loss 0.23823125660419464	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 43.540000915527344	 gHg: 26.842323303222656	 smoothness 11.277257919311523	 sharpness 35.24531173706055
==> Epoch 1296/2000
==> Test
Train Loss 0.24017299711704254	 Train Accuracy (%): 91.44000244140625 	 Test Accuracy (%): 44.06999969482422	 gHg: 40.93827819824219	 smoothness 5.528422832489014	 sharpness 37.044715881347656
==> Epoch 1297/2000
==> Test
Train Loss 0.26204442977905273	 Train Accuracy (%): 90.37999725341797 	 Test Accuracy (%): 43.38999938964844	 gHg: 51.70963668823242	 smoothness 13.817355155944824	 sharpness 31.120176315307617
==> Epoch 1298/2000
==> Test
Train Loss 0.23674115538597107	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 43.040000915527344	 gHg: 21.707305908203125	 smoothness 8.954564094543457	 sharpness 28.744247436523438
==> Epoch 1299/2000
==> Test
Train Loss 0.25292813777923584	 Train Accuracy (%): 90.9000015258789 	 Test Accuracy (%): 44.43000030517578	 gHg: 48.76252746582031	 smoothness 9.188754081726074	 sharpness 31.441076278686523
==> Epoch 1300/2000
==> Test
Train Loss 0.23776397109031677	 Train Accuracy (%): 91.18000030517578 	 Test Accuracy (%): 43.52000045776367	 gHg: 48.60336685180664	 smoothness 12.25499439239502	 sharpness 30.340137481689453
==> Epoch 1301/2000
==> Test
Train Loss 0.2272854745388031	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 43.15999984741211	 gHg: 24.431114196777344	 smoothness 9.940807342529297	 sharpness 32.07729721069336
==> Epoch 1302/2000
==> Test
Train Loss 0.2206837683916092	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.18000030517578	 gHg: 28.29473304748535	 smoothness 8.907384872436523	 sharpness 30.852542877197266
==> Epoch 1303/2000
==> Test
Train Loss 0.24194394052028656	 Train Accuracy (%): 91.26000213623047 	 Test Accuracy (%): 43.36000061035156	 gHg: 30.10448455810547	 smoothness 9.488795280456543	 sharpness 29.20352554321289
==> Epoch 1304/2000
==> Test
Train Loss 0.2297874540090561	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.11000061035156	 gHg: 31.85331153869629	 smoothness 10.411703109741211	 sharpness 29.314706802368164
==> Epoch 1305/2000
==> Test
Train Loss 0.23129712045192719	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.16999816894531	 gHg: 11.219390869140625	 smoothness 9.16273021697998	 sharpness 31.803274154663086
==> Epoch 1306/2000
==> Test
Train Loss 0.24204695224761963	 Train Accuracy (%): 91.66000366210938 	 Test Accuracy (%): 43.869998931884766	 gHg: 58.83905792236328	 smoothness 7.902626991271973	 sharpness 35.73371505737305
==> Epoch 1307/2000
==> Test
Train Loss 0.2327781319618225	 Train Accuracy (%): 91.37999725341797 	 Test Accuracy (%): 43.900001525878906	 gHg: 40.30889892578125	 smoothness 13.187997817993164	 sharpness 29.877939224243164
==> Epoch 1308/2000
==> Test
Train Loss 0.21906913816928864	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.560001373291016	 gHg: 43.910850524902344	 smoothness 7.9589643478393555	 sharpness 35.871734619140625
==> Epoch 1309/2000
==> Test
Train Loss 0.24344289302825928	 Train Accuracy (%): 91.22000122070312 	 Test Accuracy (%): 43.97999954223633	 gHg: 44.68305206298828	 smoothness 13.493270874023438	 sharpness 31.783082962036133
==> Epoch 1310/2000
==> Test
Train Loss 0.22674617171287537	 Train Accuracy (%): 91.81999969482422 	 Test Accuracy (%): 44.33000183105469	 gHg: 21.388198852539062	 smoothness 7.684671878814697	 sharpness 32.09770584106445
==> Epoch 1311/2000
==> Test
Train Loss 0.24848000705242157	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 43.88999938964844	 gHg: 52.97166442871094	 smoothness 11.928613662719727	 sharpness 30.14988899230957
==> Epoch 1312/2000
==> Test
Train Loss 0.2132313996553421	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 43.13999938964844	 gHg: 19.981077194213867	 smoothness 9.740631103515625	 sharpness 30.812009811401367
==> Epoch 1313/2000
==> Test
Train Loss 0.23507143557071686	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 44.029998779296875	 gHg: 58.26111602783203	 smoothness 9.626425743103027	 sharpness 34.96489334106445
==> Epoch 1314/2000
==> Test
Train Loss 0.21081890165805817	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 44.11000061035156	 gHg: 23.40664291381836	 smoothness 12.094991683959961	 sharpness 30.38387107849121
==> Epoch 1315/2000
==> Test
Train Loss 0.23067988455295563	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 43.369998931884766	 gHg: 34.867164611816406	 smoothness 6.793853282928467	 sharpness 30.849102020263672
==> Epoch 1316/2000
==> Test
Train Loss 0.21692536771297455	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.22999954223633	 gHg: 22.403724670410156	 smoothness 11.710898399353027	 sharpness 31.278825759887695
==> Epoch 1317/2000
==> Test
Train Loss 0.21316666901111603	 Train Accuracy (%): 92.33999633789062 	 Test Accuracy (%): 43.97999954223633	 gHg: 19.239139556884766	 smoothness 6.7397894859313965	 sharpness 32.01996994018555
==> Epoch 1318/2000
==> Test
Train Loss 0.21380431950092316	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 43.4900016784668	 gHg: 26.048131942749023	 smoothness 12.049254417419434	 sharpness 28.681489944458008
==> Epoch 1319/2000
==> Test
Train Loss 0.22591532766819	 Train Accuracy (%): 91.9000015258789 	 Test Accuracy (%): 42.900001525878906	 gHg: 22.371009826660156	 smoothness 8.301929473876953	 sharpness 29.3336238861084
==> Epoch 1320/2000
==> Test
Train Loss 0.22383154928684235	 Train Accuracy (%): 91.87999725341797 	 Test Accuracy (%): 43.939998626708984	 gHg: 63.10895538330078	 smoothness 11.652125358581543	 sharpness 40.03227615356445
==> Epoch 1321/2000
==> Test
Train Loss 0.22066311538219452	 Train Accuracy (%): 91.86000061035156 	 Test Accuracy (%): 43.7599983215332	 gHg: 40.41899871826172	 smoothness 12.367657661437988	 sharpness 31.505460739135742
==> Epoch 1322/2000
==> Test
Train Loss 0.2008192390203476	 Train Accuracy (%): 92.73999786376953 	 Test Accuracy (%): 43.15999984741211	 gHg: 17.874330520629883	 smoothness 9.562056541442871	 sharpness 29.868532180786133
==> Epoch 1323/2000
==> Test
Train Loss 0.23221831023693085	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 43.38999938964844	 gHg: 48.44605255126953	 smoothness 8.570206642150879	 sharpness 32.90782928466797
==> Epoch 1324/2000
==> Test
Train Loss 0.23277130722999573	 Train Accuracy (%): 91.73999786376953 	 Test Accuracy (%): 43.77000045776367	 gHg: 33.23374938964844	 smoothness 13.147693634033203	 sharpness 33.96242141723633
==> Epoch 1325/2000
==> Test
Train Loss 0.2107548862695694	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 43.20000076293945	 gHg: 22.71808624267578	 smoothness 7.01202917098999	 sharpness 28.788484573364258
==> Epoch 1326/2000
==> Test
Train Loss 0.24847611784934998	 Train Accuracy (%): 91.30000305175781 	 Test Accuracy (%): 43.5099983215332	 gHg: 116.31034851074219	 smoothness 13.690425872802734	 sharpness 41.549713134765625
==> Epoch 1327/2000
==> Test
Train Loss 0.23335044085979462	 Train Accuracy (%): 92.13999938964844 	 Test Accuracy (%): 43.86000061035156	 gHg: 36.64320373535156	 smoothness 13.563908576965332	 sharpness 28.610172271728516
==> Epoch 1328/2000
==> Test
Train Loss 0.19364649057388306	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.9900016784668	 gHg: 13.12857437133789	 smoothness 6.796043872833252	 sharpness 28.990400314331055
==> Epoch 1329/2000
==> Test
Train Loss 0.25453516840934753	 Train Accuracy (%): 90.76000213623047 	 Test Accuracy (%): 43.880001068115234	 gHg: 66.31873321533203	 smoothness 12.742944717407227	 sharpness 36.77334976196289
==> Epoch 1330/2000
==> Test
Train Loss 0.20365296304225922	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.70000076293945	 gHg: 15.327035903930664	 smoothness 11.210362434387207	 sharpness 28.581741333007812
==> Epoch 1331/2000
==> Test
Train Loss 0.20549803972244263	 Train Accuracy (%): 92.62000274658203 	 Test Accuracy (%): 43.529998779296875	 gHg: 18.377094268798828	 smoothness 6.471590995788574	 sharpness 28.555511474609375
==> Epoch 1332/2000
==> Test
Train Loss 0.22970645129680634	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 43.790000915527344	 gHg: 34.198787689208984	 smoothness 10.7699613571167	 sharpness 32.98296356201172
==> Epoch 1333/2000
==> Test
Train Loss 0.21117009222507477	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 43.52000045776367	 gHg: 26.53244972229004	 smoothness 10.802382469177246	 sharpness 32.10953140258789
==> Epoch 1334/2000
==> Test
Train Loss 0.22207267582416534	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 43.439998626708984	 gHg: 39.559783935546875	 smoothness 9.40563678741455	 sharpness 32.64265060424805
==> Epoch 1335/2000
==> Test
Train Loss 0.22676301002502441	 Train Accuracy (%): 91.91999816894531 	 Test Accuracy (%): 43.86000061035156	 gHg: 60.83659744262695	 smoothness 12.133819580078125	 sharpness 37.6175651550293
==> Epoch 1336/2000
==> Test
Train Loss 0.22914494574069977	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.959999084472656	 gHg: 56.67679214477539	 smoothness 12.9080810546875	 sharpness 32.23835754394531
==> Epoch 1337/2000
==> Test
Train Loss 0.22519941627979279	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 43.77000045776367	 gHg: 54.29859161376953	 smoothness 12.000580787658691	 sharpness 40.69078826904297
==> Epoch 1338/2000
==> Test
Train Loss 0.2149384468793869	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.970001220703125	 gHg: 36.70166015625	 smoothness 10.15611743927002	 sharpness 31.71796989440918
==> Epoch 1339/2000
==> Test
Train Loss 0.2189682573080063	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 44.130001068115234	 gHg: 44.14765930175781	 smoothness 12.413504600524902	 sharpness 31.046979904174805
==> Epoch 1340/2000
==> Test
Train Loss 0.2243470698595047	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 44.209999084472656	 gHg: 40.79825973510742	 smoothness 9.580934524536133	 sharpness 36.54621505737305
==> Epoch 1341/2000
==> Test
Train Loss 0.23062929511070251	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 44.08000183105469	 gHg: 45.347312927246094	 smoothness 11.420087814331055	 sharpness 32.81640625
==> Epoch 1342/2000
==> Test
Train Loss 0.23873358964920044	 Train Accuracy (%): 91.45999908447266 	 Test Accuracy (%): 44.34000015258789	 gHg: 39.21555709838867	 smoothness 11.525036811828613	 sharpness 35.366939544677734
==> Epoch 1343/2000
==> Test
Train Loss 0.20246651768684387	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 44.11000061035156	 gHg: 33.98174285888672	 smoothness 9.704693794250488	 sharpness 32.70448303222656
==> Epoch 1344/2000
==> Test
Train Loss 0.21847213804721832	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.75	 gHg: 23.3436222076416	 smoothness 9.966991424560547	 sharpness 32.296607971191406
==> Epoch 1345/2000
==> Test
Train Loss 0.21674445271492004	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.77000045776367	 gHg: 33.59539031982422	 smoothness 9.144550323486328	 sharpness 32.189754486083984
==> Epoch 1346/2000
==> Test
Train Loss 0.21514563262462616	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.90999984741211	 gHg: 20.70240592956543	 smoothness 10.195420265197754	 sharpness 30.751041412353516
==> Epoch 1347/2000
==> Test
Train Loss 0.20039647817611694	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.83000183105469	 gHg: 24.127201080322266	 smoothness 8.905739784240723	 sharpness 28.801605224609375
==> Epoch 1348/2000
==> Test
Train Loss 0.22285307943820953	 Train Accuracy (%): 91.81999969482422 	 Test Accuracy (%): 43.2400016784668	 gHg: 37.82695770263672	 smoothness 10.337883949279785	 sharpness 31.733346939086914
==> Epoch 1349/2000
==> Test
Train Loss 0.2079772651195526	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 43.70000076293945	 gHg: 22.97987174987793	 smoothness 10.82542610168457	 sharpness 33.77194595336914
==> Epoch 1350/2000
==> Test
Train Loss 0.2136913388967514	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 43.900001525878906	 gHg: 35.39850997924805	 smoothness 8.167781829833984	 sharpness 31.282432556152344
==> Epoch 1351/2000
==> Test
Train Loss 0.23440176248550415	 Train Accuracy (%): 91.55999755859375 	 Test Accuracy (%): 43.68000030517578	 gHg: 44.42005920410156	 smoothness 11.805347442626953	 sharpness 32.58512878417969
==> Epoch 1352/2000
==> Test
Train Loss 0.22110143303871155	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.65999984741211	 gHg: 31.693424224853516	 smoothness 11.492778778076172	 sharpness 33.32912063598633
==> Epoch 1353/2000
==> Test
Train Loss 0.21593183279037476	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 44.130001068115234	 gHg: 30.861509323120117	 smoothness 7.697667598724365	 sharpness 30.842144012451172
==> Epoch 1354/2000
==> Test
Train Loss 0.22297175228595734	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.41999816894531	 gHg: 56.590877532958984	 smoothness 12.565878868103027	 sharpness 31.985946655273438
==> Epoch 1355/2000
==> Test
Train Loss 0.2241029590368271	 Train Accuracy (%): 91.91999816894531 	 Test Accuracy (%): 43.150001525878906	 gHg: 27.388118743896484	 smoothness 12.114120483398438	 sharpness 30.753318786621094
==> Epoch 1356/2000
==> Test
Train Loss 0.23799657821655273	 Train Accuracy (%): 91.5 	 Test Accuracy (%): 44.04999923706055	 gHg: 38.84918975830078	 smoothness 8.175283432006836	 sharpness 32.6188850402832
==> Epoch 1357/2000
==> Test
Train Loss 0.21186740696430206	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 43.15999984741211	 gHg: 15.041279792785645	 smoothness 10.97944164276123	 sharpness 30.2589111328125
==> Epoch 1358/2000
==> Test
Train Loss 0.2070740908384323	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 42.91999816894531	 gHg: 26.932512283325195	 smoothness 6.072166919708252	 sharpness 29.7039794921875
==> Epoch 1359/2000
==> Test
Train Loss 0.20600225031375885	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 43.29999923706055	 gHg: 27.577404022216797	 smoothness 12.009016036987305	 sharpness 31.389694213867188
==> Epoch 1360/2000
==> Test
Train Loss 0.2013888657093048	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.90999984741211	 gHg: 23.44024085998535	 smoothness 6.89442777633667	 sharpness 31.139156341552734
==> Epoch 1361/2000
==> Test
Train Loss 0.24597585201263428	 Train Accuracy (%): 91.68000030517578 	 Test Accuracy (%): 43.84000015258789	 gHg: 65.2650375366211	 smoothness 12.765796661376953	 sharpness 34.80881118774414
==> Epoch 1362/2000
==> Test
Train Loss 0.22333864867687225	 Train Accuracy (%): 92.13999938964844 	 Test Accuracy (%): 43.41999816894531	 gHg: 11.764677047729492	 smoothness 10.724200248718262	 sharpness 31.31537437438965
==> Epoch 1363/2000
==> Test
Train Loss 0.2172127664089203	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 43.40999984741211	 gHg: 44.9674072265625	 smoothness 4.964323997497559	 sharpness 34.683128356933594
==> Epoch 1364/2000
==> Test
Train Loss 0.22708086669445038	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 43.70000076293945	 gHg: 52.2345085144043	 smoothness 13.624298095703125	 sharpness 39.34763717651367
==> Epoch 1365/2000
==> Test
Train Loss 0.20950886607170105	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.31999969482422	 gHg: 19.967544555664062	 smoothness 8.367049217224121	 sharpness 30.834928512573242
==> Epoch 1366/2000
==> Test
Train Loss 0.21143798530101776	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 43.08000183105469	 gHg: 25.752365112304688	 smoothness 9.328535079956055	 sharpness 35.07820129394531
==> Epoch 1367/2000
==> Test
Train Loss 0.21732722222805023	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 43.97999954223633	 gHg: 34.90944290161133	 smoothness 8.877893447875977	 sharpness 33.070068359375
==> Epoch 1368/2000
==> Test
Train Loss 0.21393510699272156	 Train Accuracy (%): 92.83999633789062 	 Test Accuracy (%): 43.400001525878906	 gHg: 21.56487464904785	 smoothness 10.520709991455078	 sharpness 30.487276077270508
==> Epoch 1369/2000
==> Test
Train Loss 0.2234514355659485	 Train Accuracy (%): 91.77999877929688 	 Test Accuracy (%): 42.88999938964844	 gHg: 32.6629638671875	 smoothness 6.750500202178955	 sharpness 30.029592514038086
==> Epoch 1370/2000
==> Test
Train Loss 0.2107844203710556	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 43.08000183105469	 gHg: 19.68025016784668	 smoothness 9.852913856506348	 sharpness 32.338470458984375
==> Epoch 1371/2000
==> Test
Train Loss 0.22019678354263306	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 44.119998931884766	 gHg: 53.51070022583008	 smoothness 5.890980243682861	 sharpness 35.15446472167969
==> Epoch 1372/2000
==> Test
Train Loss 0.21450617909431458	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 44.349998474121094	 gHg: 48.9975700378418	 smoothness 13.308847427368164	 sharpness 32.870479583740234
==> Epoch 1373/2000
==> Test
Train Loss 0.2419893592596054	 Train Accuracy (%): 91.12000274658203 	 Test Accuracy (%): 43.43000030517578	 gHg: 49.47544479370117	 smoothness 9.68062973022461	 sharpness 31.53388214111328
==> Epoch 1374/2000
==> Test
Train Loss 0.2232782244682312	 Train Accuracy (%): 92.16000366210938 	 Test Accuracy (%): 42.81999969482422	 gHg: 34.457275390625	 smoothness 10.333231925964355	 sharpness 32.84800338745117
==> Epoch 1375/2000
==> Test
Train Loss 0.23384252190589905	 Train Accuracy (%): 91.5199966430664 	 Test Accuracy (%): 43.47999954223633	 gHg: 82.15890502929688	 smoothness 9.63371753692627	 sharpness 39.2920036315918
==> Epoch 1376/2000
==> Test
Train Loss 0.2269936054944992	 Train Accuracy (%): 91.94000244140625 	 Test Accuracy (%): 43.02000045776367	 gHg: 46.561431884765625	 smoothness 13.50173568725586	 sharpness 27.66375732421875
==> Epoch 1377/2000
==> Test
Train Loss 0.22834216058254242	 Train Accuracy (%): 91.80000305175781 	 Test Accuracy (%): 42.959999084472656	 gHg: 38.109676361083984	 smoothness 7.95998477935791	 sharpness 28.911636352539062
==> Epoch 1378/2000
==> Test
Train Loss 0.23549096286296844	 Train Accuracy (%): 91.5999984741211 	 Test Accuracy (%): 43.81999969482422	 gHg: 62.38256072998047	 smoothness 11.425622940063477	 sharpness 38.38139343261719
==> Epoch 1379/2000
==> Test
Train Loss 0.23414087295532227	 Train Accuracy (%): 91.5999984741211 	 Test Accuracy (%): 44.040000915527344	 gHg: 64.6370849609375	 smoothness 11.441703796386719	 sharpness 31.707679748535156
==> Epoch 1380/2000
==> Test
Train Loss 0.2064758986234665	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 43.7599983215332	 gHg: 26.234731674194336	 smoothness 12.03687858581543	 sharpness 30.89259910583496
==> Epoch 1381/2000
==> Test
Train Loss 0.20575031638145447	 Train Accuracy (%): 92.4000015258789 	 Test Accuracy (%): 43.25	 gHg: 36.86903381347656	 smoothness 5.173340797424316	 sharpness 30.94414520263672
==> Epoch 1382/2000
==> Test
Train Loss 0.24833235144615173	 Train Accuracy (%): 91.27999877929688 	 Test Accuracy (%): 43.900001525878906	 gHg: 67.58932495117188	 smoothness 13.877501487731934	 sharpness 33.407955169677734
==> Epoch 1383/2000
==> Test
Train Loss 0.21839489042758942	 Train Accuracy (%): 92.0 	 Test Accuracy (%): 43.529998779296875	 gHg: 43.07685852050781	 smoothness 10.221055030822754	 sharpness 32.6337776184082
==> Epoch 1384/2000
==> Test
Train Loss 0.2386263608932495	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 43.41999816894531	 gHg: 57.20025634765625	 smoothness 12.41424560546875	 sharpness 39.5305290222168
==> Epoch 1385/2000
==> Test
Train Loss 0.2271752506494522	 Train Accuracy (%): 92.19999694824219 	 Test Accuracy (%): 43.150001525878906	 gHg: 45.36711502075195	 smoothness 10.552029609680176	 sharpness 36.90459442138672
==> Epoch 1386/2000
==> Test
Train Loss 0.24002721905708313	 Train Accuracy (%): 92.05999755859375 	 Test Accuracy (%): 43.38999938964844	 gHg: 55.35993194580078	 smoothness 11.202430725097656	 sharpness 36.07067108154297
==> Epoch 1387/2000
==> Test
Train Loss 0.21194711327552795	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 42.97999954223633	 gHg: 18.64277458190918	 smoothness 9.820694923400879	 sharpness 28.152109146118164
==> Epoch 1388/2000
==> Test
Train Loss 0.23130446672439575	 Train Accuracy (%): 91.80000305175781 	 Test Accuracy (%): 43.18000030517578	 gHg: 64.16047668457031	 smoothness 8.369656562805176	 sharpness 31.482738494873047
==> Epoch 1389/2000
==> Test
Train Loss 0.23571382462978363	 Train Accuracy (%): 91.63999938964844 	 Test Accuracy (%): 42.849998474121094	 gHg: 57.103328704833984	 smoothness 12.891074180603027	 sharpness 35.71015167236328
==> Epoch 1390/2000
==> Test
Train Loss 0.23716957867145538	 Train Accuracy (%): 91.83999633789062 	 Test Accuracy (%): 42.939998626708984	 gHg: 54.54552459716797	 smoothness 9.775203704833984	 sharpness 31.15305519104004
==> Epoch 1391/2000
==> Test
Train Loss 0.2276924103498459	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 42.849998474121094	 gHg: 56.293487548828125	 smoothness 11.961688995361328	 sharpness 36.21832275390625
==> Epoch 1392/2000
==> Test
Train Loss 0.24119652807712555	 Train Accuracy (%): 91.45999908447266 	 Test Accuracy (%): 43.060001373291016	 gHg: 66.70567321777344	 smoothness 9.69526195526123	 sharpness 33.355045318603516
==> Epoch 1393/2000
==> Test
Train Loss 0.22098588943481445	 Train Accuracy (%): 92.27999877929688 	 Test Accuracy (%): 43.459999084472656	 gHg: 48.27162170410156	 smoothness 12.693365097045898	 sharpness 29.55156707763672
==> Epoch 1394/2000
==> Test
Train Loss 0.21814954280853271	 Train Accuracy (%): 92.13999938964844 	 Test Accuracy (%): 43.2599983215332	 gHg: 32.684085845947266	 smoothness 8.352890968322754	 sharpness 32.024471282958984
==> Epoch 1395/2000
==> Test
Train Loss 0.2304520457983017	 Train Accuracy (%): 91.73999786376953 	 Test Accuracy (%): 43.939998626708984	 gHg: 67.29209899902344	 smoothness 11.376294136047363	 sharpness 33.44264602661133
==> Epoch 1396/2000
==> Test
Train Loss 0.24315676093101501	 Train Accuracy (%): 91.19999694824219 	 Test Accuracy (%): 44.040000915527344	 gHg: 46.37481689453125	 smoothness 11.887832641601562	 sharpness 33.817501068115234
==> Epoch 1397/2000
==> Test
Train Loss 0.20797082781791687	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 43.66999816894531	 gHg: 20.180505752563477	 smoothness 9.419499397277832	 sharpness 28.111116409301758
==> Epoch 1398/2000
==> Test
Train Loss 0.21823042631149292	 Train Accuracy (%): 91.87999725341797 	 Test Accuracy (%): 43.66999816894531	 gHg: 52.58600997924805	 smoothness 8.11458969116211	 sharpness 38.02262878417969
==> Epoch 1399/2000
==> Test
Train Loss 0.23806002736091614	 Train Accuracy (%): 91.27999877929688 	 Test Accuracy (%): 43.84000015258789	 gHg: 49.02562713623047	 smoothness 13.245424270629883	 sharpness 31.752330780029297
==> Epoch 1400/2000
==> Test
Train Loss 0.1892561912536621	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 43.939998626708984	 gHg: 20.18106460571289	 smoothness 8.780638694763184	 sharpness 31.160531997680664
==> Epoch 1401/2000
==> Test
Train Loss 0.22954592108726501	 Train Accuracy (%): 91.5999984741211 	 Test Accuracy (%): 43.59000015258789	 gHg: 48.523719787597656	 smoothness 10.69272232055664	 sharpness 32.691184997558594
==> Epoch 1402/2000
==> Test
Train Loss 0.2227899730205536	 Train Accuracy (%): 92.16000366210938 	 Test Accuracy (%): 43.86000061035156	 gHg: 53.258697509765625	 smoothness 11.464653015136719	 sharpness 31.344884872436523
==> Epoch 1403/2000
==> Test
Train Loss 0.20764152705669403	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.79999923706055	 gHg: 33.05504608154297	 smoothness 10.026310920715332	 sharpness 30.284942626953125
==> Epoch 1404/2000
==> Test
Train Loss 0.21862927079200745	 Train Accuracy (%): 91.58000183105469 	 Test Accuracy (%): 43.970001220703125	 gHg: 85.53314971923828	 smoothness 10.190033912658691	 sharpness 37.03984832763672
==> Epoch 1405/2000
==> Test
Train Loss 0.23097558319568634	 Train Accuracy (%): 91.72000122070312 	 Test Accuracy (%): 43.869998931884766	 gHg: 64.45002746582031	 smoothness 14.234243392944336	 sharpness 30.278196334838867
==> Epoch 1406/2000
==> Test
Train Loss 0.1955789476633072	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 43.56999969482422	 gHg: 18.844924926757812	 smoothness 8.555621147155762	 sharpness 25.874563217163086
==> Epoch 1407/2000
==> Test
Train Loss 0.2363927960395813	 Train Accuracy (%): 91.45999908447266 	 Test Accuracy (%): 43.27000045776367	 gHg: 102.12997436523438	 smoothness 11.772261619567871	 sharpness 34.04560852050781
==> Epoch 1408/2000
==> Test
Train Loss 0.23517563939094543	 Train Accuracy (%): 91.54000091552734 	 Test Accuracy (%): 43.5	 gHg: 95.8512191772461	 smoothness 14.763323783874512	 sharpness 35.219425201416016
==> Epoch 1409/2000
==> Test
Train Loss 0.1886294037103653	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.20000076293945	 gHg: 18.42048454284668	 smoothness 10.188413619995117	 sharpness 32.705448150634766
==> Epoch 1410/2000
==> Test
Train Loss 0.2551233768463135	 Train Accuracy (%): 91.04000091552734 	 Test Accuracy (%): 43.88999938964844	 gHg: 119.93663024902344	 smoothness 8.330462455749512	 sharpness 38.213134765625
==> Epoch 1411/2000
==> Test
Train Loss 0.24420881271362305	 Train Accuracy (%): 90.80000305175781 	 Test Accuracy (%): 43.84000015258789	 gHg: 97.47891235351562	 smoothness 15.27238941192627	 sharpness 32.26044464111328
==> Epoch 1412/2000
==> Test
Train Loss 0.21391618251800537	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.650001525878906	 gHg: 15.594353675842285	 smoothness 9.767569541931152	 sharpness 29.612749099731445
==> Epoch 1413/2000
==> Test
Train Loss 0.22166652977466583	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 43.86000061035156	 gHg: 67.99714660644531	 smoothness 7.793310165405273	 sharpness 32.7624626159668
==> Epoch 1414/2000
==> Test
Train Loss 0.23460102081298828	 Train Accuracy (%): 91.31999969482422 	 Test Accuracy (%): 43.81999969482422	 gHg: 67.82022857666016	 smoothness 14.261054992675781	 sharpness 33.565433502197266
==> Epoch 1415/2000
==> Test
Train Loss 0.21251580119132996	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 43.790000915527344	 gHg: 16.834613800048828	 smoothness 8.943451881408691	 sharpness 28.925281524658203
==> Epoch 1416/2000
==> Test
Train Loss 0.2324954867362976	 Train Accuracy (%): 91.37999725341797 	 Test Accuracy (%): 44.02000045776367	 gHg: 61.46244812011719	 smoothness 9.2740478515625	 sharpness 33.200660705566406
==> Epoch 1417/2000
==> Test
Train Loss 0.21903105080127716	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 43.130001068115234	 gHg: 40.606201171875	 smoothness 13.122390747070312	 sharpness 28.25981903076172
==> Epoch 1418/2000
==> Test
Train Loss 0.2141726315021515	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 43.15999984741211	 gHg: 18.193506240844727	 smoothness 7.386000633239746	 sharpness 29.25485610961914
==> Epoch 1419/2000
==> Test
Train Loss 0.2530801594257355	 Train Accuracy (%): 90.62000274658203 	 Test Accuracy (%): 43.81999969482422	 gHg: 73.54512023925781	 smoothness 9.26176929473877	 sharpness 39.37789535522461
==> Epoch 1420/2000
==> Test
Train Loss 0.2195420116186142	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.45000076293945	 gHg: 42.44996643066406	 smoothness 13.530158996582031	 sharpness 29.261531829833984
==> Epoch 1421/2000
==> Test
Train Loss 0.21370774507522583	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.369998931884766	 gHg: 22.777910232543945	 smoothness 7.472474098205566	 sharpness 29.036752700805664
==> Epoch 1422/2000
==> Test
Train Loss 0.2257770448923111	 Train Accuracy (%): 91.80000305175781 	 Test Accuracy (%): 44.060001373291016	 gHg: 72.99270629882812	 smoothness 10.366080284118652	 sharpness 36.653175354003906
==> Epoch 1423/2000
==> Test
Train Loss 0.2085745632648468	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.9900016784668	 gHg: 21.521039962768555	 smoothness 11.619803428649902	 sharpness 28.00383758544922
==> Epoch 1424/2000
==> Test
Train Loss 0.21554352343082428	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.47999954223633	 gHg: 43.67776107788086	 smoothness 5.773390293121338	 sharpness 28.57230567932129
==> Epoch 1425/2000
==> Test
Train Loss 0.22799889743328094	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 43.709999084472656	 gHg: 50.654258728027344	 smoothness 13.234796524047852	 sharpness 34.14590835571289
==> Epoch 1426/2000
==> Test
Train Loss 0.2093326896429062	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 44.25	 gHg: 24.096084594726562	 smoothness 8.727875709533691	 sharpness 28.959535598754883
==> Epoch 1427/2000
==> Test
Train Loss 0.2289077192544937	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.93000030517578	 gHg: 35.32996368408203	 smoothness 10.209244728088379	 sharpness 32.96943283081055
==> Epoch 1428/2000
==> Test
Train Loss 0.20660269260406494	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 43.25	 gHg: 18.34394645690918	 smoothness 9.207425117492676	 sharpness 32.160377502441406
==> Epoch 1429/2000
==> Test
Train Loss 0.2285168468952179	 Train Accuracy (%): 91.9800033569336 	 Test Accuracy (%): 43.529998779296875	 gHg: 44.13417434692383	 smoothness 8.352119445800781	 sharpness 30.674991607666016
==> Epoch 1430/2000
==> Test
Train Loss 0.2098722606897354	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 44.18000030517578	 gHg: 30.596494674682617	 smoothness 10.940208435058594	 sharpness 30.992155075073242
==> Epoch 1431/2000
==> Test
Train Loss 0.21688130497932434	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.56999969482422	 gHg: 24.7841854095459	 smoothness 8.768106460571289	 sharpness 29.36167335510254
==> Epoch 1432/2000
==> Test
Train Loss 0.2103038877248764	 Train Accuracy (%): 92.18000030517578 	 Test Accuracy (%): 43.189998626708984	 gHg: 33.677642822265625	 smoothness 9.174626350402832	 sharpness 32.25067901611328
==> Epoch 1433/2000
==> Test
Train Loss 0.21979065239429474	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.369998931884766	 gHg: 28.502010345458984	 smoothness 10.022194862365723	 sharpness 32.660831451416016
==> Epoch 1434/2000
==> Test
Train Loss 0.22325412929058075	 Train Accuracy (%): 92.08000183105469 	 Test Accuracy (%): 43.279998779296875	 gHg: 29.219106674194336	 smoothness 9.19668960571289	 sharpness 30.856334686279297
==> Epoch 1435/2000
==> Test
Train Loss 0.1937839388847351	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 42.75	 gHg: 14.491657257080078	 smoothness 9.237533569335938	 sharpness 27.366342544555664
==> Epoch 1436/2000
==> Test
Train Loss 0.22084902226924896	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 42.77000045776367	 gHg: 35.127716064453125	 smoothness 9.392293930053711	 sharpness 30.95669174194336
==> Epoch 1437/2000
==> Test
Train Loss 0.22624175250530243	 Train Accuracy (%): 91.80000305175781 	 Test Accuracy (%): 43.84000015258789	 gHg: 60.182220458984375	 smoothness 11.9017915725708	 sharpness 37.74713897705078
==> Epoch 1438/2000
==> Test
Train Loss 0.20137712359428406	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 43.630001068115234	 gHg: 14.474678039550781	 smoothness 11.309492111206055	 sharpness 26.35967254638672
==> Epoch 1439/2000
==> Test
Train Loss 0.1986922174692154	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.65999984741211	 gHg: 22.666702270507812	 smoothness 5.45155668258667	 sharpness 31.916616439819336
==> Epoch 1440/2000
==> Test
Train Loss 0.21292124688625336	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 43.439998626708984	 gHg: 28.402374267578125	 smoothness 12.11657428741455	 sharpness 28.138219833374023
==> Epoch 1441/2000
==> Test
Train Loss 0.199607253074646	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.709999084472656	 gHg: 18.60669708251953	 smoothness 7.5124311447143555	 sharpness 29.663843154907227
==> Epoch 1442/2000
==> Test
Train Loss 0.2101137638092041	 Train Accuracy (%): 92.26000213623047 	 Test Accuracy (%): 43.65999984741211	 gHg: 48.45991134643555	 smoothness 11.2827730178833	 sharpness 34.023109436035156
==> Epoch 1443/2000
==> Test
Train Loss 0.20836985111236572	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.130001068115234	 gHg: 27.38904571533203	 smoothness 12.57898235321045	 sharpness 29.163619995117188
==> Epoch 1444/2000
==> Test
Train Loss 0.18588247895240784	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.40999984741211	 gHg: 14.751194953918457	 smoothness 7.5315423011779785	 sharpness 28.47966194152832
==> Epoch 1445/2000
==> Test
Train Loss 0.2058568149805069	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.40999984741211	 gHg: 47.01896667480469	 smoothness 11.896613121032715	 sharpness 33.8795166015625
==> Epoch 1446/2000
==> Test
Train Loss 0.2027101367712021	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 43.529998779296875	 gHg: 27.93985939025879	 smoothness 12.527008056640625	 sharpness 30.816972732543945
==> Epoch 1447/2000
==> Test
Train Loss 0.17719322443008423	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.470001220703125	 gHg: 9.27338695526123	 smoothness 7.598604679107666	 sharpness 28.97612762451172
==> Epoch 1448/2000
==> Test
Train Loss 0.18937711417675018	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 44.04999923706055	 gHg: 53.10234451293945	 smoothness 11.52341079711914	 sharpness 43.249691009521484
==> Epoch 1449/2000
==> Test
Train Loss 0.198721244931221	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 43.880001068115234	 gHg: 43.77385330200195	 smoothness 12.380353927612305	 sharpness 33.618316650390625
==> Epoch 1450/2000
==> Test
Train Loss 0.206040620803833	 Train Accuracy (%): 92.72000122070312 	 Test Accuracy (%): 43.83000183105469	 gHg: 25.651123046875	 smoothness 11.14571475982666	 sharpness 37.572811126708984
==> Epoch 1451/2000
==> Test
Train Loss 0.19794169068336487	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 44.060001373291016	 gHg: 22.34821891784668	 smoothness 8.157212257385254	 sharpness 32.02387237548828
==> Epoch 1452/2000
==> Test
Train Loss 0.1967194676399231	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 43.7400016784668	 gHg: 18.104751586914062	 smoothness 10.947575569152832	 sharpness 31.356327056884766
==> Epoch 1453/2000
==> Test
Train Loss 0.1824432909488678	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.470001220703125	 gHg: 10.68917179107666	 smoothness 8.017355918884277	 sharpness 27.888757705688477
==> Epoch 1454/2000
==> Test
Train Loss 0.19466957449913025	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.7599983215332	 gHg: 20.58403968811035	 smoothness 8.698443412780762	 sharpness 28.114450454711914
==> Epoch 1455/2000
==> Test
Train Loss 0.18744851648807526	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.95000076293945	 gHg: 17.602264404296875	 smoothness 10.256837844848633	 sharpness 30.458755493164062
==> Epoch 1456/2000
==> Test
Train Loss 0.19961734116077423	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.599998474121094	 gHg: 29.181556701660156	 smoothness 9.821786880493164	 sharpness 29.8791561126709
==> Epoch 1457/2000
==> Test
Train Loss 0.19508232176303864	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.310001373291016	 gHg: 20.9345760345459	 smoothness 10.900338172912598	 sharpness 31.142620086669922
==> Epoch 1458/2000
==> Test
Train Loss 0.17594124376773834	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.599998474121094	 gHg: 23.676746368408203	 smoothness 8.097860336303711	 sharpness 30.882482528686523
==> Epoch 1459/2000
==> Test
Train Loss 0.20455922186374664	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.0	 gHg: 40.89729309082031	 smoothness 12.353330612182617	 sharpness 29.647480010986328
==> Epoch 1460/2000
==> Test
Train Loss 0.19268038868904114	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 42.900001525878906	 gHg: 23.47987174987793	 smoothness 8.965479850769043	 sharpness 30.10753631591797
==> Epoch 1461/2000
==> Test
Train Loss 0.21728044748306274	 Train Accuracy (%): 92.12000274658203 	 Test Accuracy (%): 43.2599983215332	 gHg: 61.68769073486328	 smoothness 12.30727481842041	 sharpness 34.17333221435547
==> Epoch 1462/2000
==> Test
Train Loss 0.19598069787025452	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.529998779296875	 gHg: 31.203033447265625	 smoothness 10.999448776245117	 sharpness 26.482421875
==> Epoch 1463/2000
==> Test
Train Loss 0.18579769134521484	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.56999969482422	 gHg: 30.714420318603516	 smoothness 9.500744819641113	 sharpness 28.37942123413086
==> Epoch 1464/2000
==> Test
Train Loss 0.19515033066272736	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 44.099998474121094	 gHg: 50.6249885559082	 smoothness 10.96448802947998	 sharpness 35.506004333496094
==> Epoch 1465/2000
==> Test
Train Loss 0.20192600786685944	 Train Accuracy (%): 92.77999877929688 	 Test Accuracy (%): 43.68000030517578	 gHg: 41.876625061035156	 smoothness 11.163204193115234	 sharpness 30.54264259338379
==> Epoch 1466/2000
==> Test
Train Loss 0.18940141797065735	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.470001220703125	 gHg: 34.25617980957031	 smoothness 10.514214515686035	 sharpness 28.81088638305664
==> Epoch 1467/2000
==> Test
Train Loss 0.2025221735239029	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 43.5099983215332	 gHg: 56.882659912109375	 smoothness 10.64370059967041	 sharpness 31.737016677856445
==> Epoch 1468/2000
==> Test
Train Loss 0.1953580230474472	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 44.09000015258789	 gHg: 45.33732223510742	 smoothness 11.585488319396973	 sharpness 30.888010025024414
==> Epoch 1469/2000
==> Test
Train Loss 0.21171970665454865	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.779998779296875	 gHg: 39.67847442626953	 smoothness 10.743118286132812	 sharpness 30.316226959228516
==> Epoch 1470/2000
==> Test
Train Loss 0.20260463654994965	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.560001373291016	 gHg: 21.359542846679688	 smoothness 9.175785064697266	 sharpness 32.80210494995117
==> Epoch 1471/2000
==> Test
Train Loss 0.22168011963367462	 Train Accuracy (%): 92.23999786376953 	 Test Accuracy (%): 43.540000915527344	 gHg: 57.94251251220703	 smoothness 9.260332107543945	 sharpness 31.279966354370117
==> Epoch 1472/2000
==> Test
Train Loss 0.19972103834152222	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.29999923706055	 gHg: 34.80021667480469	 smoothness 12.865217208862305	 sharpness 28.746139526367188
==> Epoch 1473/2000
==> Test
Train Loss 0.19366566836833954	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.13999938964844	 gHg: 22.494115829467773	 smoothness 6.791954040527344	 sharpness 30.470176696777344
==> Epoch 1474/2000
==> Test
Train Loss 0.19943423569202423	 Train Accuracy (%): 92.73999786376953 	 Test Accuracy (%): 43.5	 gHg: 33.74203109741211	 smoothness 11.645010948181152	 sharpness 30.185087203979492
==> Epoch 1475/2000
==> Test
Train Loss 0.19813410937786102	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 43.7599983215332	 gHg: 23.708114624023438	 smoothness 8.55056095123291	 sharpness 31.503164291381836
==> Epoch 1476/2000
==> Test
Train Loss 0.21036255359649658	 Train Accuracy (%): 92.45999908447266 	 Test Accuracy (%): 43.91999816894531	 gHg: 28.126567840576172	 smoothness 10.122862815856934	 sharpness 29.21484375
==> Epoch 1477/2000
==> Test
Train Loss 0.19933119416236877	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 43.22999954223633	 gHg: 38.48407745361328	 smoothness 9.514275550842285	 sharpness 37.61795425415039
==> Epoch 1478/2000
==> Test
Train Loss 0.20796525478363037	 Train Accuracy (%): 92.5999984741211 	 Test Accuracy (%): 43.86000061035156	 gHg: 48.68879699707031	 smoothness 11.784092903137207	 sharpness 34.35139465332031
==> Epoch 1479/2000
==> Test
Train Loss 0.1890089362859726	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.040000915527344	 gHg: 30.112876892089844	 smoothness 9.98005199432373	 sharpness 31.335039138793945
==> Epoch 1480/2000
==> Test
Train Loss 0.18917085230350494	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.849998474121094	 gHg: 27.71163558959961	 smoothness 10.119792938232422	 sharpness 28.25675392150879
==> Epoch 1481/2000
==> Test
Train Loss 0.2126767337322235	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.189998626708984	 gHg: 22.324321746826172	 smoothness 8.81494140625	 sharpness 29.06073760986328
==> Epoch 1482/2000
==> Test
Train Loss 0.19479058682918549	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.400001525878906	 gHg: 41.407814025878906	 smoothness 8.948476791381836	 sharpness 30.45074462890625
==> Epoch 1483/2000
==> Test
Train Loss 0.20638467371463776	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.61000061035156	 gHg: 31.06658935546875	 smoothness 11.148877143859863	 sharpness 32.35089111328125
==> Epoch 1484/2000
==> Test
Train Loss 0.19557130336761475	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.52000045776367	 gHg: 16.11673927307129	 smoothness 9.50761604309082	 sharpness 27.555387496948242
==> Epoch 1485/2000
==> Test
Train Loss 0.20070910453796387	 Train Accuracy (%): 92.58000183105469 	 Test Accuracy (%): 43.79999923706055	 gHg: 41.08928680419922	 smoothness 7.966339588165283	 sharpness 34.77093505859375
==> Epoch 1486/2000
==> Test
Train Loss 0.19597773253917694	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.720001220703125	 gHg: 30.457294464111328	 smoothness 12.220239639282227	 sharpness 31.365703582763672
==> Epoch 1487/2000
==> Test
Train Loss 0.19725187122821808	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 44.04999923706055	 gHg: 36.49675750732422	 smoothness 8.938111305236816	 sharpness 38.42829895019531
==> Epoch 1488/2000
==> Test
Train Loss 0.17924711108207703	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.95000076293945	 gHg: 22.623836517333984	 smoothness 10.79758071899414	 sharpness 29.42504119873047
==> Epoch 1489/2000
==> Test
Train Loss 0.18050450086593628	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 44.38999938964844	 gHg: 14.421138763427734	 smoothness 8.581574440002441	 sharpness 30.072174072265625
==> Epoch 1490/2000
==> Test
Train Loss 0.17884622514247894	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 44.380001068115234	 gHg: 25.520999908447266	 smoothness 8.890615463256836	 sharpness 32.57371520996094
==> Epoch 1491/2000
==> Test
Train Loss 0.18977580964565277	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.09000015258789	 gHg: 24.891197204589844	 smoothness 10.360815048217773	 sharpness 31.1274356842041
==> Epoch 1492/2000
==> Test
Train Loss 0.18021346628665924	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.83000183105469	 gHg: 16.190872192382812	 smoothness 8.92884349822998	 sharpness 27.284711837768555
==> Epoch 1493/2000
==> Test
Train Loss 0.17583562433719635	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.70000076293945	 gHg: 29.149227142333984	 smoothness 9.507582664489746	 sharpness 29.18511962890625
==> Epoch 1494/2000
==> Test
Train Loss 0.19249670207500458	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.75	 gHg: 26.110233306884766	 smoothness 10.163259506225586	 sharpness 30.671552658081055
==> Epoch 1495/2000
==> Test
Train Loss 0.2156095653772354	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 43.22999954223633	 gHg: 44.689186096191406	 smoothness 9.734766960144043	 sharpness 31.605249404907227
==> Epoch 1496/2000
==> Test
Train Loss 0.20817168056964874	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 43.380001068115234	 gHg: 50.49043655395508	 smoothness 10.87612533569336	 sharpness 34.70825958251953
==> Epoch 1497/2000
==> Test
Train Loss 0.2225184589624405	 Train Accuracy (%): 91.95999908447266 	 Test Accuracy (%): 43.5099983215332	 gHg: 75.9002456665039	 smoothness 12.421850204467773	 sharpness 34.97781753540039
==> Epoch 1498/2000
==> Test
Train Loss 0.19961950182914734	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.220001220703125	 gHg: 33.21101379394531	 smoothness 11.385828018188477	 sharpness 27.622913360595703
==> Epoch 1499/2000
==> Test
Train Loss 0.21002410352230072	 Train Accuracy (%): 92.31999969482422 	 Test Accuracy (%): 43.16999816894531	 gHg: 52.70037078857422	 smoothness 9.277111053466797	 sharpness 32.02068328857422
==> Epoch 1500/2000
==> Test
Train Loss 0.1999819278717041	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.25	 gHg: 42.72962188720703	 smoothness 11.850088119506836	 sharpness 30.367319107055664
==> Epoch 1501/2000
==> Test
Train Loss 0.1953742504119873	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 42.77000045776367	 gHg: 50.32393264770508	 smoothness 9.160722732543945	 sharpness 31.65473747253418
==> Epoch 1502/2000
==> Test
Train Loss 0.20488768815994263	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 42.880001068115234	 gHg: 57.39907455444336	 smoothness 12.537727355957031	 sharpness 34.744285583496094
==> Epoch 1503/2000
==> Test
Train Loss 0.1954878270626068	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.810001373291016	 gHg: 38.353485107421875	 smoothness 9.967040061950684	 sharpness 31.502328872680664
==> Epoch 1504/2000
==> Test
Train Loss 0.21881012618541718	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 43.13999938964844	 gHg: 59.19595718383789	 smoothness 10.631526947021484	 sharpness 35.43207550048828
==> Epoch 1505/2000
==> Test
Train Loss 0.21084699034690857	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 43.349998474121094	 gHg: 61.656009674072266	 smoothness 13.609378814697266	 sharpness 31.78619384765625
==> Epoch 1506/2000
==> Test
Train Loss 0.18964837491512299	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 43.58000183105469	 gHg: 35.30015182495117	 smoothness 9.404265403747559	 sharpness 33.862586975097656
==> Epoch 1507/2000
==> Test
Train Loss 0.20881137251853943	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.09000015258789	 gHg: 75.62195587158203	 smoothness 11.864303588867188	 sharpness 35.735008239746094
==> Epoch 1508/2000
==> Test
Train Loss 0.19004806876182556	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.52000045776367	 gHg: 37.413726806640625	 smoothness 11.527528762817383	 sharpness 32.51872253417969
==> Epoch 1509/2000
==> Test
Train Loss 0.19831311702728271	 Train Accuracy (%): 92.9000015258789 	 Test Accuracy (%): 44.08000183105469	 gHg: 39.894466400146484	 smoothness 9.12104606628418	 sharpness 30.862985610961914
==> Epoch 1510/2000
==> Test
Train Loss 0.20251311361789703	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 44.099998474121094	 gHg: 28.026153564453125	 smoothness 10.215691566467285	 sharpness 30.231016159057617
==> Epoch 1511/2000
==> Test
Train Loss 0.1774836629629135	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.13999938964844	 gHg: 24.702167510986328	 smoothness 8.493030548095703	 sharpness 28.361352920532227
==> Epoch 1512/2000
==> Test
Train Loss 0.19371622800827026	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 43.33000183105469	 gHg: 34.801456451416016	 smoothness 10.341812133789062	 sharpness 31.76265525817871
==> Epoch 1513/2000
==> Test
Train Loss 0.20312091708183289	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.18000030517578	 gHg: 20.660207748413086	 smoothness 8.429702758789062	 sharpness 29.062088012695312
==> Epoch 1514/2000
==> Test
Train Loss 0.20350468158721924	 Train Accuracy (%): 92.87999725341797 	 Test Accuracy (%): 43.279998779296875	 gHg: 56.80426788330078	 smoothness 9.72159481048584	 sharpness 31.95754051208496
==> Epoch 1515/2000
==> Test
Train Loss 0.20061615109443665	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 43.36000061035156	 gHg: 55.48295211791992	 smoothness 13.031968116760254	 sharpness 32.91179656982422
==> Epoch 1516/2000
==> Test
Train Loss 0.1911245435476303	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.2599983215332	 gHg: 36.57737731933594	 smoothness 10.129335403442383	 sharpness 31.3414249420166
==> Epoch 1517/2000
==> Test
Train Loss 0.19157761335372925	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.91999816894531	 gHg: 38.41794967651367	 smoothness 10.26441764831543	 sharpness 32.59846496582031
==> Epoch 1518/2000
==> Test
Train Loss 0.20904824137687683	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.97999954223633	 gHg: 54.04613494873047	 smoothness 10.843072891235352	 sharpness 32.32401657104492
==> Epoch 1519/2000
==> Test
Train Loss 0.19794781506061554	 Train Accuracy (%): 92.62000274658203 	 Test Accuracy (%): 43.29999923706055	 gHg: 24.989656448364258	 smoothness 10.681313514709473	 sharpness 33.145267486572266
==> Epoch 1520/2000
==> Test
Train Loss 0.19260220229625702	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.599998474121094	 gHg: 37.707237243652344	 smoothness 8.30744457244873	 sharpness 32.38190460205078
==> Epoch 1521/2000
==> Test
Train Loss 0.2030138522386551	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.81999969482422	 gHg: 29.082347869873047	 smoothness 10.58952522277832	 sharpness 30.936277389526367
==> Epoch 1522/2000
==> Test
Train Loss 0.1816585659980774	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.130001068115234	 gHg: 35.06919860839844	 smoothness 8.23508071899414	 sharpness 31.0185546875
==> Epoch 1523/2000
==> Test
Train Loss 0.21829456090927124	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 42.959999084472656	 gHg: 52.69331741333008	 smoothness 11.920774459838867	 sharpness 32.88520050048828
==> Epoch 1524/2000
==> Test
Train Loss 0.19860853254795074	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.970001220703125	 gHg: 28.41596221923828	 smoothness 8.968181610107422	 sharpness 31.36112403869629
==> Epoch 1525/2000
==> Test
Train Loss 0.2144007384777069	 Train Accuracy (%): 92.30000305175781 	 Test Accuracy (%): 43.56999969482422	 gHg: 73.57102966308594	 smoothness 10.834691047668457	 sharpness 34.46647644042969
==> Epoch 1526/2000
==> Test
Train Loss 0.18963095545768738	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.43000030517578	 gHg: 27.639171600341797	 smoothness 11.6066255569458	 sharpness 28.003616333007812
==> Epoch 1527/2000
==> Test
Train Loss 0.18827204406261444	 Train Accuracy (%): 93.04000091552734 	 Test Accuracy (%): 43.77000045776367	 gHg: 37.41142272949219	 smoothness 7.453031063079834	 sharpness 33.9688720703125
==> Epoch 1528/2000
==> Test
Train Loss 0.18693646788597107	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.22999954223633	 gHg: 31.316858291625977	 smoothness 11.294254302978516	 sharpness 36.99423599243164
==> Epoch 1529/2000
==> Test
Train Loss 0.20314374566078186	 Train Accuracy (%): 92.80000305175781 	 Test Accuracy (%): 42.7599983215332	 gHg: 34.34569549560547	 smoothness 7.3396077156066895	 sharpness 28.066434860229492
==> Epoch 1530/2000
==> Test
Train Loss 0.20952878892421722	 Train Accuracy (%): 92.36000061035156 	 Test Accuracy (%): 43.0099983215332	 gHg: 36.198909759521484	 smoothness 12.158976554870605	 sharpness 32.92604446411133
==> Epoch 1531/2000
==> Test
Train Loss 0.1801370531320572	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.349998474121094	 gHg: 26.17070198059082	 smoothness 7.771172046661377	 sharpness 30.260936737060547
==> Epoch 1532/2000
==> Test
Train Loss 0.18790654838085175	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.47999954223633	 gHg: 30.508874893188477	 smoothness 10.66334056854248	 sharpness 28.6833553314209
==> Epoch 1533/2000
==> Test
Train Loss 0.1806408315896988	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.540000915527344	 gHg: 14.266066551208496	 smoothness 8.00553035736084	 sharpness 31.169775009155273
==> Epoch 1534/2000
==> Test
Train Loss 0.18804921209812164	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.65999984741211	 gHg: 19.46115493774414	 smoothness 11.055599212646484	 sharpness 26.734981536865234
==> Epoch 1535/2000
==> Test
Train Loss 0.18114657700061798	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.720001220703125	 gHg: 16.473894119262695	 smoothness 6.663671493530273	 sharpness 29.076265335083008
==> Epoch 1536/2000
==> Test
Train Loss 0.16843147575855255	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.529998779296875	 gHg: 20.713977813720703	 smoothness 10.912854194641113	 sharpness 28.593774795532227
==> Epoch 1537/2000
==> Test
Train Loss 0.18922851979732513	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.7599983215332	 gHg: 19.118810653686523	 smoothness 9.304207801818848	 sharpness 30.653995513916016
==> Epoch 1538/2000
==> Test
Train Loss 0.17810581624507904	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.63999938964844	 gHg: 11.326179504394531	 smoothness 9.668669700622559	 sharpness 27.241125106811523
==> Epoch 1539/2000
==> Test
Train Loss 0.167915940284729	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.369998931884766	 gHg: 10.183222770690918	 smoothness 7.823923110961914	 sharpness 29.539287567138672
==> Epoch 1540/2000
==> Test
Train Loss 0.18587706983089447	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.09000015258789	 gHg: 9.710334777832031	 smoothness 8.482359886169434	 sharpness 29.082605361938477
==> Epoch 1541/2000
==> Test
Train Loss 0.18948547542095184	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.72999954223633	 gHg: 17.426837921142578	 smoothness 8.140265464782715	 sharpness 34.5078125
==> Epoch 1542/2000
==> Test
Train Loss 0.17507575452327728	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.88999938964844	 gHg: 12.568557739257812	 smoothness 10.379749298095703	 sharpness 30.577842712402344
==> Epoch 1543/2000
==> Test
Train Loss 0.1723494827747345	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.81999969482422	 gHg: 14.005125045776367	 smoothness 8.849818229675293	 sharpness 31.37425994873047
==> Epoch 1544/2000
==> Test
Train Loss 0.17782387137413025	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 43.70000076293945	 gHg: 20.10052490234375	 smoothness 8.526670455932617	 sharpness 29.038593292236328
==> Epoch 1545/2000
==> Test
Train Loss 0.17960888147354126	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.27000045776367	 gHg: 28.71163558959961	 smoothness 10.25595760345459	 sharpness 30.21390151977539
==> Epoch 1546/2000
==> Test
Train Loss 0.1907069832086563	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 42.970001220703125	 gHg: 35.178497314453125	 smoothness 11.190546035766602	 sharpness 35.19207763671875
==> Epoch 1547/2000
==> Test
Train Loss 0.19744561612606049	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.2599983215332	 gHg: 32.29425811767578	 smoothness 9.938058853149414	 sharpness 31.750324249267578
==> Epoch 1548/2000
==> Test
Train Loss 0.1791510134935379	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 43.849998474121094	 gHg: 26.278305053710938	 smoothness 10.87940788269043	 sharpness 26.83629035949707
==> Epoch 1549/2000
==> Test
Train Loss 0.17056803405284882	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.09000015258789	 gHg: 12.67232894897461	 smoothness 9.723057746887207	 sharpness 28.068878173828125
==> Epoch 1550/2000
==> Test
Train Loss 0.18358366191387177	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.20000076293945	 gHg: 25.41825294494629	 smoothness 7.458448886871338	 sharpness 33.19680404663086
==> Epoch 1551/2000
==> Test
Train Loss 0.1918211132287979	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 43.77000045776367	 gHg: 48.53618621826172	 smoothness 12.002949714660645	 sharpness 33.66033172607422
==> Epoch 1552/2000
==> Test
Train Loss 0.1746979057788849	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.709999084472656	 gHg: 25.32406997680664	 smoothness 11.073639869689941	 sharpness 30.306922912597656
==> Epoch 1553/2000
==> Test
Train Loss 0.20296786725521088	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.13999938964844	 gHg: 40.832977294921875	 smoothness 9.617772102355957	 sharpness 35.511756896972656
==> Epoch 1554/2000
==> Test
Train Loss 0.1824221909046173	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.5	 gHg: 34.49618148803711	 smoothness 11.807125091552734	 sharpness 28.02721405029297
==> Epoch 1555/2000
==> Test
Train Loss 0.17421239614486694	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 43.88999938964844	 gHg: 23.79680824279785	 smoothness 9.744918823242188	 sharpness 29.67757225036621
==> Epoch 1556/2000
==> Test
Train Loss 0.1735699474811554	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.56999969482422	 gHg: 19.040145874023438	 smoothness 9.265671730041504	 sharpness 28.53070068359375
==> Epoch 1557/2000
==> Test
Train Loss 0.18216902017593384	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.41999816894531	 gHg: 19.01068115234375	 smoothness 8.528389930725098	 sharpness 31.524599075317383
==> Epoch 1558/2000
==> Test
Train Loss 0.18782518804073334	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.45000076293945	 gHg: 35.212730407714844	 smoothness 9.030376434326172	 sharpness 34.656986236572266
==> Epoch 1559/2000
==> Test
Train Loss 0.1747192144393921	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 43.310001373291016	 gHg: 34.09495162963867	 smoothness 11.115474700927734	 sharpness 35.365745544433594
==> Epoch 1560/2000
==> Test
Train Loss 0.18253271281719208	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.02000045776367	 gHg: 29.630313873291016	 smoothness 9.641012191772461	 sharpness 30.269269943237305
==> Epoch 1561/2000
==> Test
Train Loss 0.18535012006759644	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.560001373291016	 gHg: 31.494102478027344	 smoothness 10.336148262023926	 sharpness 29.82035255432129
==> Epoch 1562/2000
==> Test
Train Loss 0.1745259016752243	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.040000915527344	 gHg: 37.54347610473633	 smoothness 11.067362785339355	 sharpness 33.270362854003906
==> Epoch 1563/2000
==> Test
Train Loss 0.17864109575748444	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 43.90999984741211	 gHg: 15.630938529968262	 smoothness 10.884197235107422	 sharpness 30.342931747436523
==> Epoch 1564/2000
==> Test
Train Loss 0.1736566424369812	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.650001525878906	 gHg: 16.14084243774414	 smoothness 8.051857948303223	 sharpness 29.622873306274414
==> Epoch 1565/2000
==> Test
Train Loss 0.18693657219409943	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.970001220703125	 gHg: 20.26616859436035	 smoothness 10.996809005737305	 sharpness 28.755245208740234
==> Epoch 1566/2000
==> Test
Train Loss 0.17119100689888	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 44.439998626708984	 gHg: 10.952735900878906	 smoothness 8.185320854187012	 sharpness 31.846424102783203
==> Epoch 1567/2000
==> Test
Train Loss 0.16984321177005768	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 44.33000183105469	 gHg: 21.579959869384766	 smoothness 9.821637153625488	 sharpness 32.35770797729492
==> Epoch 1568/2000
==> Test
Train Loss 0.17612962424755096	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.650001525878906	 gHg: 12.758831024169922	 smoothness 9.244684219360352	 sharpness 27.816679000854492
==> Epoch 1569/2000
==> Test
Train Loss 0.1754630208015442	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.43000030517578	 gHg: 32.01616287231445	 smoothness 8.99123477935791	 sharpness 33.84700393676758
==> Epoch 1570/2000
==> Test
Train Loss 0.17030924558639526	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.9900016784668	 gHg: 23.91739845275879	 smoothness 10.992399215698242	 sharpness 30.24295997619629
==> Epoch 1571/2000
==> Test
Train Loss 0.17567704617977142	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.060001373291016	 gHg: 25.839683532714844	 smoothness 9.848758697509766	 sharpness 28.13231086730957
==> Epoch 1572/2000
==> Test
Train Loss 0.18604937195777893	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 42.790000915527344	 gHg: 62.59050369262695	 smoothness 10.718785285949707	 sharpness 45.081939697265625
==> Epoch 1573/2000
==> Test
Train Loss 0.1811603456735611	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 43.5099983215332	 gHg: 37.09684753417969	 smoothness 13.62014102935791	 sharpness 32.54480743408203
==> Epoch 1574/2000
==> Test
Train Loss 0.1654089391231537	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 43.72999954223633	 gHg: 11.593690872192383	 smoothness 7.946960926055908	 sharpness 28.14838409423828
==> Epoch 1575/2000
==> Test
Train Loss 0.18563683331012726	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.630001068115234	 gHg: 22.846683502197266	 smoothness 9.521422386169434	 sharpness 31.699966430664062
==> Epoch 1576/2000
==> Test
Train Loss 0.17753471434116364	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.47999954223633	 gHg: 14.860559463500977	 smoothness 8.348294258117676	 sharpness 29.964609146118164
==> Epoch 1577/2000
==> Test
Train Loss 0.20725998282432556	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.20000076293945	 gHg: 43.002044677734375	 smoothness 10.24608039855957	 sharpness 34.325462341308594
==> Epoch 1578/2000
==> Test
Train Loss 0.1558246612548828	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.79999923706055	 gHg: 24.519750595092773	 smoothness 10.125017166137695	 sharpness 36.5704345703125
==> Epoch 1579/2000
==> Test
Train Loss 0.19148871302604675	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.720001220703125	 gHg: 57.290443420410156	 smoothness 10.06315803527832	 sharpness 46.4527587890625
==> Epoch 1580/2000
==> Test
Train Loss 0.19096000492572784	 Train Accuracy (%): 93.5 	 Test Accuracy (%): 43.7400016784668	 gHg: 36.44689178466797	 smoothness 11.378030776977539	 sharpness 28.987918853759766
==> Epoch 1581/2000
==> Test
Train Loss 0.16494105756282806	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.209999084472656	 gHg: 17.442596435546875	 smoothness 8.724328994750977	 sharpness 26.792722702026367
==> Epoch 1582/2000
==> Test
Train Loss 0.1736568808555603	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.459999084472656	 gHg: 54.943023681640625	 smoothness 11.151874542236328	 sharpness 39.77297592163086
==> Epoch 1583/2000
==> Test
Train Loss 0.1712981015443802	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.560001373291016	 gHg: 27.12472152709961	 smoothness 10.990572929382324	 sharpness 30.440584182739258
==> Epoch 1584/2000
==> Test
Train Loss 0.17981642484664917	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.31999969482422	 gHg: 26.399028778076172	 smoothness 8.015022277832031	 sharpness 31.22321319580078
==> Epoch 1585/2000
==> Test
Train Loss 0.18909764289855957	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.33000183105469	 gHg: 43.350547790527344	 smoothness 11.871331214904785	 sharpness 33.16242980957031
==> Epoch 1586/2000
==> Test
Train Loss 0.18165719509124756	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.540000915527344	 gHg: 20.6459903717041	 smoothness 8.802977561950684	 sharpness 28.833242416381836
==> Epoch 1587/2000
==> Test
Train Loss 0.20148654282093048	 Train Accuracy (%): 92.62000274658203 	 Test Accuracy (%): 43.630001068115234	 gHg: 59.41144943237305	 smoothness 11.898418426513672	 sharpness 31.02225112915039
==> Epoch 1588/2000
==> Test
Train Loss 0.1829988807439804	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 43.029998779296875	 gHg: 16.293102264404297	 smoothness 10.352104187011719	 sharpness 29.107521057128906
==> Epoch 1589/2000
==> Test
Train Loss 0.19804710149765015	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 43.54999923706055	 gHg: 43.946475982666016	 smoothness 7.049307346343994	 sharpness 30.444108963012695
==> Epoch 1590/2000
==> Test
Train Loss 0.1959209144115448	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 43.41999816894531	 gHg: 47.83879089355469	 smoothness 12.50664234161377	 sharpness 39.23506164550781
==> Epoch 1591/2000
==> Test
Train Loss 0.18293212354183197	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.130001068115234	 gHg: 15.883916854858398	 smoothness 9.197850227355957	 sharpness 26.34750747680664
==> Epoch 1592/2000
==> Test
Train Loss 0.1732259839773178	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.47999954223633	 gHg: 36.125938415527344	 smoothness 9.192299842834473	 sharpness 35.692405700683594
==> Epoch 1593/2000
==> Test
Train Loss 0.1649329662322998	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.61000061035156	 gHg: 9.299793243408203	 smoothness 10.161003112792969	 sharpness 28.05600357055664
==> Epoch 1594/2000
==> Test
Train Loss 0.2042473405599594	 Train Accuracy (%): 92.86000061035156 	 Test Accuracy (%): 43.25	 gHg: 22.337005615234375	 smoothness 7.127648830413818	 sharpness 27.79582405090332
==> Epoch 1595/2000
==> Test
Train Loss 0.15854695439338684	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.18000030517578	 gHg: 8.576617240905762	 smoothness 8.83814811706543	 sharpness 27.461429595947266
==> Epoch 1596/2000
==> Test
Train Loss 0.18923921883106232	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.400001525878906	 gHg: 23.833820343017578	 smoothness 7.11265754699707	 sharpness 27.25130271911621
==> Epoch 1597/2000
==> Test
Train Loss 0.195308119058609	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.599998474121094	 gHg: 29.13561248779297	 smoothness 10.96790885925293	 sharpness 33.62293243408203
==> Epoch 1598/2000
==> Test
Train Loss 0.17087949812412262	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.150001525878906	 gHg: 14.236355781555176	 smoothness 9.382935523986816	 sharpness 29.393617630004883
==> Epoch 1599/2000
==> Test
Train Loss 0.1861923784017563	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.29999923706055	 gHg: 36.474159240722656	 smoothness 7.648833751678467	 sharpness 31.784751892089844
==> Epoch 1600/2000
==> Test
Train Loss 0.19167490303516388	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.77000045776367	 gHg: 42.76604461669922	 smoothness 12.652981758117676	 sharpness 32.69603729248047
==> Epoch 1601/2000
==> Test
Train Loss 0.18478740751743317	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 42.970001220703125	 gHg: 32.8984489440918	 smoothness 9.970919609069824	 sharpness 28.083110809326172
==> Epoch 1602/2000
==> Test
Train Loss 0.18898393213748932	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.04999923706055	 gHg: 56.44497299194336	 smoothness 11.112737655639648	 sharpness 34.380985260009766
==> Epoch 1603/2000
==> Test
Train Loss 0.17927606403827667	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.529998779296875	 gHg: 40.091007232666016	 smoothness 11.679139137268066	 sharpness 30.246458053588867
==> Epoch 1604/2000
==> Test
Train Loss 0.1752406656742096	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.11000061035156	 gHg: 26.944849014282227	 smoothness 8.987442970275879	 sharpness 29.442577362060547
==> Epoch 1605/2000
==> Test
Train Loss 0.1900983452796936	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.2599983215332	 gHg: 66.01886749267578	 smoothness 12.53901195526123	 sharpness 36.35779571533203
==> Epoch 1606/2000
==> Test
Train Loss 0.16562968492507935	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.40999984741211	 gHg: 16.857757568359375	 smoothness 10.722039222717285	 sharpness 29.82428550720215
==> Epoch 1607/2000
==> Test
Train Loss 0.19949276745319366	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 43.58000183105469	 gHg: 37.02731704711914	 smoothness 5.189857482910156	 sharpness 31.020483016967773
==> Epoch 1608/2000
==> Test
Train Loss 0.1943395435810089	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.790000915527344	 gHg: 33.84775161743164	 smoothness 13.123462677001953	 sharpness 31.837194442749023
==> Epoch 1609/2000
==> Test
Train Loss 0.18523865938186646	 Train Accuracy (%): 93.08000183105469 	 Test Accuracy (%): 43.689998626708984	 gHg: 37.578765869140625	 smoothness 6.72737455368042	 sharpness 37.04460906982422
==> Epoch 1610/2000
==> Test
Train Loss 0.19912278652191162	 Train Accuracy (%): 92.69999694824219 	 Test Accuracy (%): 43.869998931884766	 gHg: 58.95237350463867	 smoothness 14.07240104675293	 sharpness 31.39374542236328
==> Epoch 1611/2000
==> Test
Train Loss 0.17685240507125854	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.81999969482422	 gHg: 13.79043197631836	 smoothness 9.578755378723145	 sharpness 32.420841217041016
==> Epoch 1612/2000
==> Test
Train Loss 0.1927860826253891	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.56999969482422	 gHg: 60.362518310546875	 smoothness 9.350743293762207	 sharpness 48.974552154541016
==> Epoch 1613/2000
==> Test
Train Loss 0.1640183925628662	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 42.95000076293945	 gHg: 26.556297302246094	 smoothness 12.21953296661377	 sharpness 28.86776351928711
==> Epoch 1614/2000
==> Test
Train Loss 0.17189714312553406	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 42.81999969482422	 gHg: 24.30862045288086	 smoothness 5.852880477905273	 sharpness 30.612939834594727
==> Epoch 1615/2000
==> Test
Train Loss 0.21828381717205048	 Train Accuracy (%): 92.55999755859375 	 Test Accuracy (%): 43.90999984741211	 gHg: 114.281494140625	 smoothness 14.9165620803833	 sharpness 40.7785530090332
==> Epoch 1616/2000
==> Test
Train Loss 0.18949665129184723	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.97999954223633	 gHg: 46.26996612548828	 smoothness 13.82585620880127	 sharpness 30.829191207885742
==> Epoch 1617/2000
==> Test
Train Loss 0.18145698308944702	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.720001220703125	 gHg: 28.26511001586914	 smoothness 7.705982208251953	 sharpness 31.47614288330078
==> Epoch 1618/2000
==> Test
Train Loss 0.18122488260269165	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.66999816894531	 gHg: 56.83328628540039	 smoothness 12.048175811767578	 sharpness 32.32407760620117
==> Epoch 1619/2000
==> Test
Train Loss 0.17097467184066772	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 44.0099983215332	 gHg: 30.590160369873047	 smoothness 10.135780334472656	 sharpness 32.03271484375
==> Epoch 1620/2000
==> Test
Train Loss 0.20089834928512573	 Train Accuracy (%): 92.81999969482422 	 Test Accuracy (%): 43.470001220703125	 gHg: 55.912208557128906	 smoothness 9.488580703735352	 sharpness 32.52141571044922
==> Epoch 1621/2000
==> Test
Train Loss 0.19167087972164154	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.29999923706055	 gHg: 30.869945526123047	 smoothness 12.372662544250488	 sharpness 29.584339141845703
==> Epoch 1622/2000
==> Test
Train Loss 0.18491412699222565	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.81999969482422	 gHg: 35.82756423950195	 smoothness 6.579774856567383	 sharpness 41.426021575927734
==> Epoch 1623/2000
==> Test
Train Loss 0.21146421134471893	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.95000076293945	 gHg: 97.77285766601562	 smoothness 13.369997024536133	 sharpness 35.73384094238281
==> Epoch 1624/2000
==> Test
Train Loss 0.1798219382762909	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.7599983215332	 gHg: 43.34244155883789	 smoothness 12.71544075012207	 sharpness 32.90008544921875
==> Epoch 1625/2000
==> Test
Train Loss 0.184076189994812	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.630001068115234	 gHg: 37.2993049621582	 smoothness 7.399225234985352	 sharpness 30.815160751342773
==> Epoch 1626/2000
==> Test
Train Loss 0.19098497927188873	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.68000030517578	 gHg: 69.48822021484375	 smoothness 11.603460311889648	 sharpness 35.44732666015625
==> Epoch 1627/2000
==> Test
Train Loss 0.20968502759933472	 Train Accuracy (%): 92.76000213623047 	 Test Accuracy (%): 44.15999984741211	 gHg: 86.361572265625	 smoothness 12.509737014770508	 sharpness 35.531898498535156
==> Epoch 1628/2000
==> Test
Train Loss 0.17298759520053864	 Train Accuracy (%): 93.33999633789062 	 Test Accuracy (%): 43.63999938964844	 gHg: 31.06198501586914	 smoothness 10.905041694641113	 sharpness 29.20644187927246
==> Epoch 1629/2000
==> Test
Train Loss 0.19629308581352234	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.220001220703125	 gHg: 54.93619155883789	 smoothness 7.418015480041504	 sharpness 33.625370025634766
==> Epoch 1630/2000
==> Test
Train Loss 0.1954495906829834	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.189998626708984	 gHg: 49.841346740722656	 smoothness 12.26432991027832	 sharpness 35.26823425292969
==> Epoch 1631/2000
==> Test
Train Loss 0.16823413968086243	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.75	 gHg: 28.380069732666016	 smoothness 7.602201461791992	 sharpness 28.021257400512695
==> Epoch 1632/2000
==> Test
Train Loss 0.2004196047782898	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.529998779296875	 gHg: 45.485416412353516	 smoothness 9.954188346862793	 sharpness 31.475061416625977
==> Epoch 1633/2000
==> Test
Train Loss 0.20484063029289246	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 44.0	 gHg: 71.06929016113281	 smoothness 9.90839672088623	 sharpness 34.64173126220703
==> Epoch 1634/2000
==> Test
Train Loss 0.21465229988098145	 Train Accuracy (%): 92.0 	 Test Accuracy (%): 43.93000030517578	 gHg: 87.66207885742188	 smoothness 12.74718189239502	 sharpness 41.085411071777344
==> Epoch 1635/2000
==> Test
Train Loss 0.18579040467739105	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.22999954223633	 gHg: 43.33780288696289	 smoothness 11.047439575195312	 sharpness 33.155738830566406
==> Epoch 1636/2000
==> Test
Train Loss 0.1930944174528122	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 42.81999969482422	 gHg: 67.80030059814453	 smoothness 7.815258026123047	 sharpness 36.59700393676758
==> Epoch 1637/2000
==> Test
Train Loss 0.2083762139081955	 Train Accuracy (%): 92.5 	 Test Accuracy (%): 43.43000030517578	 gHg: 88.28477478027344	 smoothness 13.322593688964844	 sharpness 38.40449142456055
==> Epoch 1638/2000
==> Test
Train Loss 0.18949973583221436	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.400001525878906	 gHg: 29.434776306152344	 smoothness 8.873857498168945	 sharpness 29.09524917602539
==> Epoch 1639/2000
==> Test
Train Loss 0.2151162177324295	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.849998474121094	 gHg: 86.91622924804688	 smoothness 11.396620750427246	 sharpness 32.3338508605957
==> Epoch 1640/2000
==> Test
Train Loss 0.18775320053100586	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.56999969482422	 gHg: 25.476425170898438	 smoothness 10.655765533447266	 sharpness 28.011234283447266
==> Epoch 1641/2000
==> Test
Train Loss 0.21450690925121307	 Train Accuracy (%): 92.41999816894531 	 Test Accuracy (%): 43.86000061035156	 gHg: 106.85932159423828	 smoothness 6.464672088623047	 sharpness 37.29903793334961
==> Epoch 1642/2000
==> Test
Train Loss 0.22809258103370667	 Train Accuracy (%): 92.04000091552734 	 Test Accuracy (%): 43.90999984741211	 gHg: 151.3320770263672	 smoothness 15.286916732788086	 sharpness 43.1445198059082
==> Epoch 1643/2000
==> Test
Train Loss 0.19861383736133575	 Train Accuracy (%): 92.5199966430664 	 Test Accuracy (%): 43.86000061035156	 gHg: 30.149749755859375	 smoothness 11.232398986816406	 sharpness 29.415464401245117
==> Epoch 1644/2000
==> Test
Train Loss 0.21398259699344635	 Train Accuracy (%): 92.94000244140625 	 Test Accuracy (%): 43.459999084472656	 gHg: 85.5992431640625	 smoothness 6.482127666473389	 sharpness 37.58180236816406
==> Epoch 1645/2000
==> Test
Train Loss 0.2084064930677414	 Train Accuracy (%): 92.66000366210938 	 Test Accuracy (%): 43.650001525878906	 gHg: 53.30110168457031	 smoothness 14.500070571899414	 sharpness 29.532041549682617
==> Epoch 1646/2000
==> Test
Train Loss 0.1940833032131195	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.43000030517578	 gHg: 28.529268264770508	 smoothness 5.675649166107178	 sharpness 27.8341121673584
==> Epoch 1647/2000
==> Test
Train Loss 0.21905432641506195	 Train Accuracy (%): 92.63999938964844 	 Test Accuracy (%): 43.61000061035156	 gHg: 72.50880432128906	 smoothness 13.833178520202637	 sharpness 35.766563415527344
==> Epoch 1648/2000
==> Test
Train Loss 0.1848808079957962	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.189998626708984	 gHg: 36.117977142333984	 smoothness 8.69300651550293	 sharpness 35.40348815917969
==> Epoch 1649/2000
==> Test
Train Loss 0.22095656394958496	 Train Accuracy (%): 92.0999984741211 	 Test Accuracy (%): 43.15999984741211	 gHg: 77.51998138427734	 smoothness 11.955100059509277	 sharpness 33.123600006103516
==> Epoch 1650/2000
==> Test
Train Loss 0.18425235152244568	 Train Accuracy (%): 93.31999969482422 	 Test Accuracy (%): 43.119998931884766	 gHg: 29.64325714111328	 smoothness 11.081034660339355	 sharpness 27.84233283996582
==> Epoch 1651/2000
==> Test
Train Loss 0.1995079517364502	 Train Accuracy (%): 93.0999984741211 	 Test Accuracy (%): 43.91999816894531	 gHg: 45.831321716308594	 smoothness 8.62417984008789	 sharpness 32.205440521240234
==> Epoch 1652/2000
==> Test
Train Loss 0.17691203951835632	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.810001373291016	 gHg: 16.01083755493164	 smoothness 9.97038745880127	 sharpness 28.80068588256836
==> Epoch 1653/2000
==> Test
Train Loss 0.1974930763244629	 Train Accuracy (%): 92.91999816894531 	 Test Accuracy (%): 44.220001220703125	 gHg: 37.9593391418457	 smoothness 7.513154983520508	 sharpness 29.206937789916992
==> Epoch 1654/2000
==> Test
Train Loss 0.17258106172084808	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 44.61000061035156	 gHg: 22.654380798339844	 smoothness 10.47792911529541	 sharpness 28.32366371154785
==> Epoch 1655/2000
==> Test
Train Loss 0.18233045935630798	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 44.02000045776367	 gHg: 54.89261245727539	 smoothness 7.491217136383057	 sharpness 34.2922248840332
==> Epoch 1656/2000
==> Test
Train Loss 0.19716499745845795	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 44.279998779296875	 gHg: 41.92987060546875	 smoothness 12.706097602844238	 sharpness 33.63449478149414
==> Epoch 1657/2000
==> Test
Train Loss 0.18304231762886047	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 44.349998474121094	 gHg: 24.467979431152344	 smoothness 7.405874729156494	 sharpness 28.221189498901367
==> Epoch 1658/2000
==> Test
Train Loss 0.1948571503162384	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.86000061035156	 gHg: 54.38666534423828	 smoothness 13.086493492126465	 sharpness 29.745925903320312
==> Epoch 1659/2000
==> Test
Train Loss 0.16951404511928558	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.29999923706055	 gHg: 25.36705207824707	 smoothness 8.789929389953613	 sharpness 28.69603157043457
==> Epoch 1660/2000
==> Test
Train Loss 0.2047833651304245	 Train Accuracy (%): 92.68000030517578 	 Test Accuracy (%): 43.849998474121094	 gHg: 63.3409309387207	 smoothness 11.612738609313965	 sharpness 33.85484313964844
==> Epoch 1661/2000
==> Test
Train Loss 0.1652640551328659	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.459999084472656	 gHg: 17.38160514831543	 smoothness 10.261550903320312	 sharpness 30.057723999023438
==> Epoch 1662/2000
==> Test
Train Loss 0.18575045466423035	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 42.959999084472656	 gHg: 36.811641693115234	 smoothness 7.335615158081055	 sharpness 35.124759674072266
==> Epoch 1663/2000
==> Test
Train Loss 0.17957130074501038	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 42.91999816894531	 gHg: 22.756750106811523	 smoothness 10.222410202026367	 sharpness 27.10291290283203
==> Epoch 1664/2000
==> Test
Train Loss 0.20461849868297577	 Train Accuracy (%): 92.54000091552734 	 Test Accuracy (%): 43.59000015258789	 gHg: 43.66638946533203	 smoothness 7.355978965759277	 sharpness 30.94828224182129
==> Epoch 1665/2000
==> Test
Train Loss 0.1949346363544464	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.650001525878906	 gHg: 58.95124435424805	 smoothness 12.721786499023438	 sharpness 34.473236083984375
==> Epoch 1666/2000
==> Test
Train Loss 0.17564065754413605	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.529998779296875	 gHg: 25.265724182128906	 smoothness 9.168951988220215	 sharpness 31.941974639892578
==> Epoch 1667/2000
==> Test
Train Loss 0.18347223103046417	 Train Accuracy (%): 93.5199966430664 	 Test Accuracy (%): 43.2599983215332	 gHg: 34.428592681884766	 smoothness 9.865179061889648	 sharpness 31.037063598632812
==> Epoch 1668/2000
==> Test
Train Loss 0.1747160702943802	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.22999954223633	 gHg: 25.787370681762695	 smoothness 9.772570610046387	 sharpness 30.084421157836914
==> Epoch 1669/2000
==> Test
Train Loss 0.18606074154376984	 Train Accuracy (%): 93.45999908447266 	 Test Accuracy (%): 43.95000076293945	 gHg: 23.84840965270996	 smoothness 7.880025863647461	 sharpness 26.556922912597656
==> Epoch 1670/2000
==> Test
Train Loss 0.18157537281513214	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 44.029998779296875	 gHg: 33.348167419433594	 smoothness 11.042275428771973	 sharpness 29.148582458496094
==> Epoch 1671/2000
==> Test
Train Loss 0.15047407150268555	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 44.400001525878906	 gHg: 17.960519790649414	 smoothness 10.123411178588867	 sharpness 27.105741500854492
==> Epoch 1672/2000
==> Test
Train Loss 0.1680857241153717	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 44.13999938964844	 gHg: 18.131103515625	 smoothness 8.688490867614746	 sharpness 27.90703582763672
==> Epoch 1673/2000
==> Test
Train Loss 0.1727009266614914	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.939998626708984	 gHg: 27.5737361907959	 smoothness 9.321232795715332	 sharpness 30.818668365478516
==> Epoch 1674/2000
==> Test
Train Loss 0.1733621507883072	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.5	 gHg: 21.241777420043945	 smoothness 11.59980583190918	 sharpness 30.88772201538086
==> Epoch 1675/2000
==> Test
Train Loss 0.18624776601791382	 Train Accuracy (%): 93.12000274658203 	 Test Accuracy (%): 43.470001220703125	 gHg: 26.564781188964844	 smoothness 7.851053714752197	 sharpness 33.009613037109375
==> Epoch 1676/2000
==> Test
Train Loss 0.18032246828079224	 Train Accuracy (%): 93.80000305175781 	 Test Accuracy (%): 43.79999923706055	 gHg: 37.49765396118164	 smoothness 12.544126510620117	 sharpness 28.563661575317383
==> Epoch 1677/2000
==> Test
Train Loss 0.1491052359342575	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 43.790000915527344	 gHg: 7.400501728057861	 smoothness 9.299906730651855	 sharpness 27.03173828125
==> Epoch 1678/2000
==> Test
Train Loss 0.17995741963386536	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.439998626708984	 gHg: 26.896636962890625	 smoothness 8.059123039245605	 sharpness 27.402753829956055
==> Epoch 1679/2000
==> Test
Train Loss 0.17394691705703735	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.400001525878906	 gHg: 23.515628814697266	 smoothness 11.364404678344727	 sharpness 32.31238555908203
==> Epoch 1680/2000
==> Test
Train Loss 0.16764460504055023	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.41999816894531	 gHg: 19.42518424987793	 smoothness 9.14921760559082	 sharpness 29.012405395507812
==> Epoch 1681/2000
==> Test
Train Loss 0.16071666777133942	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.0	 gHg: 12.704415321350098	 smoothness 10.791259765625	 sharpness 26.806568145751953
==> Epoch 1682/2000
==> Test
Train Loss 0.16372394561767578	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 42.849998474121094	 gHg: 16.915992736816406	 smoothness 5.850804328918457	 sharpness 30.024707794189453
==> Epoch 1683/2000
==> Test
Train Loss 0.1730538159608841	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.58000183105469	 gHg: 31.59174919128418	 smoothness 11.316747665405273	 sharpness 32.3137321472168
==> Epoch 1684/2000
==> Test
Train Loss 0.15875709056854248	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.810001373291016	 gHg: 13.100875854492188	 smoothness 8.392874717712402	 sharpness 26.030147552490234
==> Epoch 1685/2000
==> Test
Train Loss 0.1676800400018692	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.84000015258789	 gHg: 66.15023803710938	 smoothness 11.382698059082031	 sharpness 39.44679641723633
==> Epoch 1686/2000
==> Test
Train Loss 0.18114258348941803	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 43.400001525878906	 gHg: 26.172199249267578	 smoothness 10.70716381072998	 sharpness 30.622573852539062
==> Epoch 1687/2000
==> Test
Train Loss 0.18772605061531067	 Train Accuracy (%): 93.41999816894531 	 Test Accuracy (%): 42.689998626708984	 gHg: 43.01023864746094	 smoothness 7.985472679138184	 sharpness 28.576805114746094
==> Epoch 1688/2000
==> Test
Train Loss 0.1937994360923767	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 43.31999969482422	 gHg: 64.95497131347656	 smoothness 13.147080421447754	 sharpness 35.042728424072266
==> Epoch 1689/2000
==> Test
Train Loss 0.1726130098104477	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.959999084472656	 gHg: 27.51555824279785	 smoothness 9.721063613891602	 sharpness 28.121925354003906
==> Epoch 1690/2000
==> Test
Train Loss 0.17656773328781128	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.40999984741211	 gHg: 34.550071716308594	 smoothness 9.176360130310059	 sharpness 32.569122314453125
==> Epoch 1691/2000
==> Test
Train Loss 0.1760852187871933	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.08000183105469	 gHg: 26.273826599121094	 smoothness 9.401248931884766	 sharpness 29.408309936523438
==> Epoch 1692/2000
==> Test
Train Loss 0.17700313031673431	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 44.209999084472656	 gHg: 38.95957946777344	 smoothness 9.81314754486084	 sharpness 34.0346565246582
==> Epoch 1693/2000
==> Test
Train Loss 0.18371249735355377	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 44.06999969482422	 gHg: 32.43144226074219	 smoothness 11.432692527770996	 sharpness 28.523311614990234
==> Epoch 1694/2000
==> Test
Train Loss 0.14844657480716705	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 43.29999923706055	 gHg: 9.400976181030273	 smoothness 9.275609970092773	 sharpness 25.509347915649414
==> Epoch 1695/2000
==> Test
Train Loss 0.17150206863880157	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.70000076293945	 gHg: 29.407014846801758	 smoothness 8.005683898925781	 sharpness 32.44782638549805
==> Epoch 1696/2000
==> Test
Train Loss 0.17867572605609894	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.66999816894531	 gHg: 15.31203842163086	 smoothness 10.448809623718262	 sharpness 25.594562530517578
==> Epoch 1697/2000
==> Test
Train Loss 0.1653924584388733	 Train Accuracy (%): 94.18000030517578 	 Test Accuracy (%): 43.5	 gHg: 23.249357223510742	 smoothness 7.376319408416748	 sharpness 28.26099967956543
==> Epoch 1698/2000
==> Test
Train Loss 0.1652529239654541	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 42.959999084472656	 gHg: 22.398731231689453	 smoothness 11.338150978088379	 sharpness 27.696327209472656
==> Epoch 1699/2000
==> Test
Train Loss 0.17060618102550507	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.22999954223633	 gHg: 20.472322463989258	 smoothness 8.441305160522461	 sharpness 29.62367820739746
==> Epoch 1700/2000
==> Test
Train Loss 0.17460645735263824	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 44.08000183105469	 gHg: 17.605709075927734	 smoothness 9.731653213500977	 sharpness 27.234338760375977
==> Epoch 1701/2000
==> Test
Train Loss 0.17001020908355713	 Train Accuracy (%): 93.68000030517578 	 Test Accuracy (%): 43.689998626708984	 gHg: 23.94119644165039	 smoothness 8.23442268371582	 sharpness 28.95395851135254
==> Epoch 1702/2000
==> Test
Train Loss 0.16459518671035767	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.209999084472656	 gHg: 20.071365356445312	 smoothness 10.267132759094238	 sharpness 36.07852554321289
==> Epoch 1703/2000
==> Test
Train Loss 0.16762150824069977	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.880001068115234	 gHg: 42.31736373901367	 smoothness 9.8275728225708	 sharpness 37.24760055541992
==> Epoch 1704/2000
==> Test
Train Loss 0.17722877860069275	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.97999954223633	 gHg: 27.318988800048828	 smoothness 11.907939910888672	 sharpness 32.430328369140625
==> Epoch 1705/2000
==> Test
Train Loss 0.1612195372581482	 Train Accuracy (%): 94.0 	 Test Accuracy (%): 43.08000183105469	 gHg: 23.567041397094727	 smoothness 7.509879112243652	 sharpness 24.443435668945312
==> Epoch 1706/2000
==> Test
Train Loss 0.1969185769557953	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.5	 gHg: 78.08084869384766	 smoothness 13.566107749938965	 sharpness 39.33692169189453
==> Epoch 1707/2000
==> Test
Train Loss 0.18414168059825897	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 44.20000076293945	 gHg: 46.68019104003906	 smoothness 11.8245849609375	 sharpness 32.46919631958008
==> Epoch 1708/2000
==> Test
Train Loss 0.17815326154232025	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.84000015258789	 gHg: 40.11061096191406	 smoothness 9.65770149230957	 sharpness 28.575397491455078
==> Epoch 1709/2000
==> Test
Train Loss 0.187417134642601	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.52000045776367	 gHg: 53.687164306640625	 smoothness 11.588923454284668	 sharpness 32.925804138183594
==> Epoch 1710/2000
==> Test
Train Loss 0.16724996268749237	 Train Accuracy (%): 93.73999786376953 	 Test Accuracy (%): 43.93000030517578	 gHg: 24.001434326171875	 smoothness 10.159332275390625	 sharpness 26.61674690246582
==> Epoch 1711/2000
==> Test
Train Loss 0.18561860918998718	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 44.04999923706055	 gHg: 69.98492431640625	 smoothness 7.132005214691162	 sharpness 36.56612014770508
==> Epoch 1712/2000
==> Test
Train Loss 0.24852119386196136	 Train Accuracy (%): 91.31999969482422 	 Test Accuracy (%): 43.40999984741211	 gHg: 180.28363037109375	 smoothness 17.29204750061035	 sharpness 35.86762237548828
==> Epoch 1713/2000
==> Test
Train Loss 0.17122991383075714	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.31999969482422	 gHg: 33.690059661865234	 smoothness 12.702702522277832	 sharpness 28.073501586914062
==> Epoch 1714/2000
==> Test
Train Loss 0.20747493207454681	 Train Accuracy (%): 92.4800033569336 	 Test Accuracy (%): 43.869998931884766	 gHg: 77.23251342773438	 smoothness 3.372947931289673	 sharpness 35.477169036865234
==> Epoch 1715/2000
==> Test
Train Loss 0.2123262882232666	 Train Accuracy (%): 92.37999725341797 	 Test Accuracy (%): 43.7599983215332	 gHg: 86.31768035888672	 smoothness 15.287151336669922	 sharpness 32.13156509399414
==> Epoch 1716/2000
==> Test
Train Loss 0.18004098534584045	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.61000061035156	 gHg: 30.854848861694336	 smoothness 9.398262977600098	 sharpness 28.21367645263672
==> Epoch 1717/2000
==> Test
Train Loss 0.19252601265907288	 Train Accuracy (%): 93.27999877929688 	 Test Accuracy (%): 43.7400016784668	 gHg: 58.24254608154297	 smoothness 11.432229042053223	 sharpness 35.74806594848633
==> Epoch 1718/2000
==> Test
Train Loss 0.17737360298633575	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.849998474121094	 gHg: 25.836223602294922	 smoothness 9.653987884521484	 sharpness 31.841724395751953
==> Epoch 1719/2000
==> Test
Train Loss 0.17775073647499084	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.540000915527344	 gHg: 30.75689697265625	 smoothness 9.502846717834473	 sharpness 31.115127563476562
==> Epoch 1720/2000
==> Test
Train Loss 0.1795881688594818	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.79999923706055	 gHg: 56.46144104003906	 smoothness 10.051783561706543	 sharpness 41.063419342041016
==> Epoch 1721/2000
==> Test
Train Loss 0.17422252893447876	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.63999938964844	 gHg: 19.304920196533203	 smoothness 10.485235214233398	 sharpness 27.996355056762695
==> Epoch 1722/2000
==> Test
Train Loss 0.19849514961242676	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.439998626708984	 gHg: 66.02192687988281	 smoothness 6.484142780303955	 sharpness 33.16286087036133
==> Epoch 1723/2000
==> Test
Train Loss 0.18833304941654205	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.709999084472656	 gHg: 70.46524047851562	 smoothness 14.18879222869873	 sharpness 35.574920654296875
==> Epoch 1724/2000
==> Test
Train Loss 0.17629796266555786	 Train Accuracy (%): 93.55999755859375 	 Test Accuracy (%): 43.43000030517578	 gHg: 44.20711135864258	 smoothness 8.99793529510498	 sharpness 31.71467399597168
==> Epoch 1725/2000
==> Test
Train Loss 0.20511962473392487	 Train Accuracy (%): 92.62000274658203 	 Test Accuracy (%): 43.22999954223633	 gHg: 79.44261169433594	 smoothness 13.186053276062012	 sharpness 34.14606857299805
==> Epoch 1726/2000
==> Test
Train Loss 0.19052058458328247	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.20000076293945	 gHg: 37.09801483154297	 smoothness 11.049976348876953	 sharpness 26.356922149658203
==> Epoch 1727/2000
==> Test
Train Loss 0.18971778452396393	 Train Accuracy (%): 93.18000030517578 	 Test Accuracy (%): 43.79999923706055	 gHg: 42.4466552734375	 smoothness 9.769118309020996	 sharpness 30.837778091430664
==> Epoch 1728/2000
==> Test
Train Loss 0.1807684749364853	 Train Accuracy (%): 93.81999969482422 	 Test Accuracy (%): 43.83000183105469	 gHg: 26.839069366455078	 smoothness 11.279023170471191	 sharpness 29.88483238220215
==> Epoch 1729/2000
==> Test
Train Loss 0.1946023851633072	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.349998474121094	 gHg: 38.69227600097656	 smoothness 8.411211967468262	 sharpness 28.179441452026367
==> Epoch 1730/2000
==> Test
Train Loss 0.1714322417974472	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.529998779296875	 gHg: 22.050743103027344	 smoothness 10.855186462402344	 sharpness 29.696870803833008
==> Epoch 1731/2000
==> Test
Train Loss 0.1743030697107315	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 44.18000030517578	 gHg: 27.582786560058594	 smoothness 6.515829086303711	 sharpness 26.260208129882812
==> Epoch 1732/2000
==> Test
Train Loss 0.17706915736198425	 Train Accuracy (%): 93.23999786376953 	 Test Accuracy (%): 43.689998626708984	 gHg: 43.25505065917969	 smoothness 13.223738670349121	 sharpness 35.391212463378906
==> Epoch 1733/2000
==> Test
Train Loss 0.1560240536928177	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.290000915527344	 gHg: 12.292069435119629	 smoothness 8.03802490234375	 sharpness 29.825057983398438
==> Epoch 1734/2000
==> Test
Train Loss 0.15808115899562836	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 42.95000076293945	 gHg: 28.85493278503418	 smoothness 10.254816055297852	 sharpness 29.200895309448242
==> Epoch 1735/2000
==> Test
Train Loss 0.17094320058822632	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.68000030517578	 gHg: 26.42705535888672	 smoothness 7.7420759201049805	 sharpness 29.360990524291992
==> Epoch 1736/2000
==> Test
Train Loss 0.19493667781352997	 Train Accuracy (%): 93.0 	 Test Accuracy (%): 43.130001068115234	 gHg: 115.21664428710938	 smoothness 14.161121368408203	 sharpness 41.40192794799805
==> Epoch 1737/2000
==> Test
Train Loss 0.15815268456935883	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 43.060001373291016	 gHg: 21.006378173828125	 smoothness 11.973670959472656	 sharpness 26.82255744934082
==> Epoch 1738/2000
==> Test
Train Loss 0.19434505701065063	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.63999938964844	 gHg: 74.78436279296875	 smoothness 4.411272048950195	 sharpness 32.490386962890625
==> Epoch 1739/2000
==> Test
Train Loss 0.20766520500183105	 Train Accuracy (%): 92.22000122070312 	 Test Accuracy (%): 44.150001525878906	 gHg: 82.6362533569336	 smoothness 15.678028106689453	 sharpness 32.01870346069336
==> Epoch 1740/2000
==> Test
Train Loss 0.16013894975185394	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.900001525878906	 gHg: 10.717365264892578	 smoothness 8.049971580505371	 sharpness 28.828861236572266
==> Epoch 1741/2000
==> Test
Train Loss 0.19216246902942657	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 43.77000045776367	 gHg: 81.24552917480469	 smoothness 11.42698860168457	 sharpness 37.517364501953125
==> Epoch 1742/2000
==> Test
Train Loss 0.14819344878196716	 Train Accuracy (%): 95.0 	 Test Accuracy (%): 43.72999954223633	 gHg: 10.636306762695312	 smoothness 10.881574630737305	 sharpness 25.24664878845215
==> Epoch 1743/2000
==> Test
Train Loss 0.19416891038417816	 Train Accuracy (%): 92.95999908447266 	 Test Accuracy (%): 43.47999954223633	 gHg: 80.62474060058594	 smoothness 5.395336627960205	 sharpness 38.81574630737305
==> Epoch 1744/2000
==> Test
Train Loss 0.16448146104812622	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.29999923706055	 gHg: 12.864106178283691	 smoothness 11.463716506958008	 sharpness 25.1431884765625
==> Epoch 1745/2000
==> Test
Train Loss 0.19839651882648468	 Train Accuracy (%): 93.22000122070312 	 Test Accuracy (%): 43.31999969482422	 gHg: 57.331295013427734	 smoothness 2.9738736152648926	 sharpness 33.556339263916016
==> Epoch 1746/2000
==> Test
Train Loss 0.16015465557575226	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.310001373291016	 gHg: 24.607521057128906	 smoothness 12.314379692077637	 sharpness 34.04143142700195
==> Epoch 1747/2000
==> Test
Train Loss 0.1957276612520218	 Train Accuracy (%): 92.9800033569336 	 Test Accuracy (%): 43.029998779296875	 gHg: 41.095191955566406	 smoothness 4.682576656341553	 sharpness 27.173887252807617
==> Epoch 1748/2000
==> Test
Train Loss 0.163996160030365	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 42.560001373291016	 gHg: 24.404672622680664	 smoothness 11.900532722473145	 sharpness 27.57853126525879
==> Epoch 1749/2000
==> Test
Train Loss 0.1965348869562149	 Train Accuracy (%): 93.44000244140625 	 Test Accuracy (%): 43.459999084472656	 gHg: 48.118717193603516	 smoothness 6.255795001983643	 sharpness 30.086986541748047
==> Epoch 1750/2000
==> Test
Train Loss 0.20316684246063232	 Train Accuracy (%): 93.16000366210938 	 Test Accuracy (%): 44.2400016784668	 gHg: 24.984294891357422	 smoothness 11.712661743164062	 sharpness 26.279537200927734
==> Epoch 1751/2000
==> Test
Train Loss 0.15889972448349	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 43.7400016784668	 gHg: 31.818634033203125	 smoothness 6.912088394165039	 sharpness 28.65123176574707
==> Epoch 1752/2000
==> Test
Train Loss 0.17023378610610962	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.060001373291016	 gHg: 18.54171371459961	 smoothness 11.135818481445312	 sharpness 25.15381622314453
==> Epoch 1753/2000
==> Test
Train Loss 0.1714317351579666	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.61000061035156	 gHg: 37.58952713012695	 smoothness 7.158751487731934	 sharpness 31.357637405395508
==> Epoch 1754/2000
==> Test
Train Loss 0.17828115820884705	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 44.15999984741211	 gHg: 27.038755416870117	 smoothness 11.429957389831543	 sharpness 28.30235481262207
==> Epoch 1755/2000
==> Test
Train Loss 0.17189204692840576	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 43.7599983215332	 gHg: 28.794715881347656	 smoothness 7.6489362716674805	 sharpness 32.64666748046875
==> Epoch 1756/2000
==> Test
Train Loss 0.16665737330913544	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.25	 gHg: 30.593286514282227	 smoothness 11.30939769744873	 sharpness 32.439151763916016
==> Epoch 1757/2000
==> Test
Train Loss 0.16396477818489075	 Train Accuracy (%): 94.13999938964844 	 Test Accuracy (%): 43.619998931884766	 gHg: 29.110450744628906	 smoothness 8.246315002441406	 sharpness 29.032373428344727
==> Epoch 1758/2000
==> Test
Train Loss 0.17087651789188385	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 44.150001525878906	 gHg: 21.1834716796875	 smoothness 10.863221168518066	 sharpness 29.414640426635742
==> Epoch 1759/2000
==> Test
Train Loss 0.19074775278568268	 Train Accuracy (%): 93.13999938964844 	 Test Accuracy (%): 43.65999984741211	 gHg: 48.79750442504883	 smoothness 8.07942008972168	 sharpness 29.450069427490234
==> Epoch 1760/2000
==> Test
Train Loss 0.18037624657154083	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 43.5	 gHg: 37.6898307800293	 smoothness 11.958270072937012	 sharpness 31.289676666259766
==> Epoch 1761/2000
==> Test
Train Loss 0.18018047511577606	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.59000015258789	 gHg: 36.852291107177734	 smoothness 7.393587589263916	 sharpness 30.812824249267578
==> Epoch 1762/2000
==> Test
Train Loss 0.18521520495414734	 Train Accuracy (%): 93.30000305175781 	 Test Accuracy (%): 44.0099983215332	 gHg: 41.78776550292969	 smoothness 12.072113990783691	 sharpness 29.58353042602539
==> Epoch 1763/2000
==> Test
Train Loss 0.17521438002586365	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.06999969482422	 gHg: 27.456823348999023	 smoothness 8.029824256896973	 sharpness 30.180103302001953
==> Epoch 1764/2000
==> Test
Train Loss 0.18739265203475952	 Train Accuracy (%): 93.0199966430664 	 Test Accuracy (%): 43.099998474121094	 gHg: 33.971107482910156	 smoothness 11.747013092041016	 sharpness 29.972230911254883
==> Epoch 1765/2000
==> Test
Train Loss 0.1697847694158554	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 43.560001373291016	 gHg: 18.466693878173828	 smoothness 7.170956611633301	 sharpness 29.2989559173584
==> Epoch 1766/2000
==> Test
Train Loss 0.17181582748889923	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.91999816894531	 gHg: 25.063976287841797	 smoothness 9.664750099182129	 sharpness 31.364473342895508
==> Epoch 1767/2000
==> Test
Train Loss 0.18568971753120422	 Train Accuracy (%): 93.54000091552734 	 Test Accuracy (%): 43.91999816894531	 gHg: 24.1296329498291	 smoothness 8.531729698181152	 sharpness 27.281646728515625
==> Epoch 1768/2000
==> Test
Train Loss 0.18523076176643372	 Train Accuracy (%): 93.69999694824219 	 Test Accuracy (%): 43.56999969482422	 gHg: 38.143394470214844	 smoothness 9.530060768127441	 sharpness 42.09916305541992
==> Epoch 1769/2000
==> Test
Train Loss 0.18355447053909302	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 43.529998779296875	 gHg: 18.8835391998291	 smoothness 10.064513206481934	 sharpness 30.771875381469727
==> Epoch 1770/2000
==> Test
Train Loss 0.18140827119350433	 Train Accuracy (%): 93.62000274658203 	 Test Accuracy (%): 44.02000045776367	 gHg: 13.525285720825195	 smoothness 7.592582702636719	 sharpness 27.614152908325195
==> Epoch 1771/2000
==> Test
Train Loss 0.17227290570735931	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.470001220703125	 gHg: 26.412466049194336	 smoothness 8.117408752441406	 sharpness 29.24005889892578
==> Epoch 1772/2000
==> Test
Train Loss 0.16018426418304443	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 44.029998779296875	 gHg: 11.030508995056152	 smoothness 9.48656177520752	 sharpness 28.309480667114258
==> Epoch 1773/2000
==> Test
Train Loss 0.18374362587928772	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 44.65999984741211	 gHg: 28.396942138671875	 smoothness 6.702606678009033	 sharpness 32.642173767089844
==> Epoch 1774/2000
==> Test
Train Loss 0.16379226744174957	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 44.630001068115234	 gHg: 12.764349937438965	 smoothness 10.061988830566406	 sharpness 26.467432022094727
==> Epoch 1775/2000
==> Test
Train Loss 0.1609908640384674	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.959999084472656	 gHg: 11.533945083618164	 smoothness 7.708341598510742	 sharpness 29.022497177124023
==> Epoch 1776/2000
==> Test
Train Loss 0.17047694325447083	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.849998474121094	 gHg: 20.274642944335938	 smoothness 7.113399982452393	 sharpness 28.382827758789062
==> Epoch 1777/2000
==> Test
Train Loss 0.16366221010684967	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.84000015258789	 gHg: 14.113676071166992	 smoothness 9.484139442443848	 sharpness 29.805564880371094
==> Epoch 1778/2000
==> Test
Train Loss 0.15816201269626617	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.630001068115234	 gHg: 10.389474868774414	 smoothness 9.136526107788086	 sharpness 30.983842849731445
==> Epoch 1779/2000
==> Test
Train Loss 0.1844191700220108	 Train Accuracy (%): 93.4000015258789 	 Test Accuracy (%): 43.849998474121094	 gHg: 16.880125045776367	 smoothness 7.114191055297852	 sharpness 30.49859046936035
==> Epoch 1780/2000
==> Test
Train Loss 0.15808911621570587	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 43.77000045776367	 gHg: 9.261035919189453	 smoothness 9.341230392456055	 sharpness 27.718339920043945
==> Epoch 1781/2000
==> Test
Train Loss 0.1680464744567871	 Train Accuracy (%): 93.72000122070312 	 Test Accuracy (%): 43.77000045776367	 gHg: 20.915332794189453	 smoothness 8.883601188659668	 sharpness 28.28167724609375
==> Epoch 1782/2000
==> Test
Train Loss 0.16475917398929596	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 43.88999938964844	 gHg: 26.850793838500977	 smoothness 9.535667419433594	 sharpness 29.435863494873047
==> Epoch 1783/2000
==> Test
Train Loss 0.1783708930015564	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.72999954223633	 gHg: 25.269859313964844	 smoothness 9.831954956054688	 sharpness 28.005502700805664
==> Epoch 1784/2000
==> Test
Train Loss 0.16681784391403198	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.310001373291016	 gHg: 25.827322006225586	 smoothness 9.785884857177734	 sharpness 34.93364715576172
==> Epoch 1785/2000
==> Test
Train Loss 0.16209450364112854	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.59000015258789	 gHg: 13.60859203338623	 smoothness 8.746031761169434	 sharpness 26.546274185180664
==> Epoch 1786/2000
==> Test
Train Loss 0.1769166737794876	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.66999816894531	 gHg: 30.718738555908203	 smoothness 8.028275489807129	 sharpness 31.476198196411133
==> Epoch 1787/2000
==> Test
Train Loss 0.15299499034881592	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 43.56999969482422	 gHg: 24.52126693725586	 smoothness 11.071952819824219	 sharpness 28.560176849365234
==> Epoch 1788/2000
==> Test
Train Loss 0.1541397124528885	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 43.4900016784668	 gHg: 27.111236572265625	 smoothness 8.720219612121582	 sharpness 30.763076782226562
==> Epoch 1789/2000
==> Test
Train Loss 0.1623743623495102	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.439998626708984	 gHg: 28.455392837524414	 smoothness 10.90108585357666	 sharpness 29.344369888305664
==> Epoch 1790/2000
==> Test
Train Loss 0.16095970571041107	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.16999816894531	 gHg: 28.159122467041016	 smoothness 8.748479843139648	 sharpness 28.59979248046875
==> Epoch 1791/2000
==> Test
Train Loss 0.16983814537525177	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 43.540000915527344	 gHg: 43.650299072265625	 smoothness 11.09138011932373	 sharpness 38.50926208496094
==> Epoch 1792/2000
==> Test
Train Loss 0.15628409385681152	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 44.119998931884766	 gHg: 15.634939193725586	 smoothness 9.530538558959961	 sharpness 27.176977157592773
==> Epoch 1793/2000
==> Test
Train Loss 0.15430371463298798	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 43.95000076293945	 gHg: 28.447471618652344	 smoothness 8.296002388000488	 sharpness 31.017080307006836
==> Epoch 1794/2000
==> Test
Train Loss 0.16080744564533234	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 44.119998931884766	 gHg: 19.984375	 smoothness 10.978400230407715	 sharpness 27.752992630004883
==> Epoch 1795/2000
==> Test
Train Loss 0.16524913907051086	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 44.31999969482422	 gHg: 24.979970932006836	 smoothness 7.678366184234619	 sharpness 28.95643424987793
==> Epoch 1796/2000
==> Test
Train Loss 0.14245201647281647	 Train Accuracy (%): 94.9000015258789 	 Test Accuracy (%): 44.34000015258789	 gHg: 10.081657409667969	 smoothness 10.955493927001953	 sharpness 27.63292694091797
==> Epoch 1797/2000
==> Test
Train Loss 0.1591535061597824	 Train Accuracy (%): 94.83999633789062 	 Test Accuracy (%): 44.119998931884766	 gHg: 14.644674301147461	 smoothness 5.637974262237549	 sharpness 27.241634368896484
==> Epoch 1798/2000
==> Test
Train Loss 0.14411954581737518	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 43.61000061035156	 gHg: 14.09251594543457	 smoothness 10.196731567382812	 sharpness 28.635530471801758
==> Epoch 1799/2000
==> Test
Train Loss 0.165334552526474	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.9900016784668	 gHg: 23.96588134765625	 smoothness 7.055713176727295	 sharpness 38.82890701293945
==> Epoch 1800/2000
==> Test
Train Loss 0.17648138105869293	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.939998626708984	 gHg: 43.560943603515625	 smoothness 11.251275062561035	 sharpness 29.543270111083984
==> Epoch 1801/2000
==> Test
Train Loss 0.15364281833171844	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.380001068115234	 gHg: 16.4281005859375	 smoothness 10.503113746643066	 sharpness 27.660438537597656
==> Epoch 1802/2000
==> Test
Train Loss 0.16443799436092377	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 43.25	 gHg: 36.05118942260742	 smoothness 7.318831920623779	 sharpness 32.191226959228516
==> Epoch 1803/2000
==> Test
Train Loss 0.1638060063123703	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 43.79999923706055	 gHg: 26.232690811157227	 smoothness 9.621784210205078	 sharpness 27.750688552856445
==> Epoch 1804/2000
==> Test
Train Loss 0.16393837332725525	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.20000076293945	 gHg: 40.228824615478516	 smoothness 7.9001569747924805	 sharpness 35.18423843383789
==> Epoch 1805/2000
==> Test
Train Loss 0.15356817841529846	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.029998779296875	 gHg: 44.65174102783203	 smoothness 11.110811233520508	 sharpness 33.371498107910156
==> Epoch 1806/2000
==> Test
Train Loss 0.1914040595293045	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 43.720001220703125	 gHg: 63.913368225097656	 smoothness 9.60483169555664	 sharpness 30.833358764648438
==> Epoch 1807/2000
==> Test
Train Loss 0.18146058917045593	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 43.779998779296875	 gHg: 54.98670959472656	 smoothness 13.270707130432129	 sharpness 32.7698860168457
==> Epoch 1808/2000
==> Test
Train Loss 0.15548111498355865	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.40999984741211	 gHg: 11.058408737182617	 smoothness 8.016936302185059	 sharpness 27.325740814208984
==> Epoch 1809/2000
==> Test
Train Loss 0.17619255185127258	 Train Accuracy (%): 93.77999877929688 	 Test Accuracy (%): 43.560001373291016	 gHg: 55.056846618652344	 smoothness 8.957161903381348	 sharpness 33.51093673706055
==> Epoch 1810/2000
==> Test
Train Loss 0.1755223274230957	 Train Accuracy (%): 93.66000366210938 	 Test Accuracy (%): 43.58000183105469	 gHg: 17.195636749267578	 smoothness 10.225200653076172	 sharpness 32.2131233215332
==> Epoch 1811/2000
==> Test
Train Loss 0.19417589902877808	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.720001220703125	 gHg: 61.222267150878906	 smoothness 6.931413173675537	 sharpness 33.1497688293457
==> Epoch 1812/2000
==> Test
Train Loss 0.16100890934467316	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 42.95000076293945	 gHg: 37.12178039550781	 smoothness 12.382479667663574	 sharpness 30.668489456176758
==> Epoch 1813/2000
==> Test
Train Loss 0.16254478693008423	 Train Accuracy (%): 94.26000213623047 	 Test Accuracy (%): 43.45000076293945	 gHg: 57.70804977416992	 smoothness 7.486907005310059	 sharpness 40.181087493896484
==> Epoch 1814/2000
==> Test
Train Loss 0.16648726165294647	 Train Accuracy (%): 93.9800033569336 	 Test Accuracy (%): 43.540000915527344	 gHg: 30.512876510620117	 smoothness 11.308785438537598	 sharpness 31.657024383544922
==> Epoch 1815/2000
==> Test
Train Loss 0.18647094070911407	 Train Accuracy (%): 93.36000061035156 	 Test Accuracy (%): 43.43000030517578	 gHg: 53.35286331176758	 smoothness 8.13691234588623	 sharpness 31.2409610748291
==> Epoch 1816/2000
==> Test
Train Loss 0.19034132361412048	 Train Accuracy (%): 93.26000213623047 	 Test Accuracy (%): 43.439998626708984	 gHg: 32.269649505615234	 smoothness 11.206755638122559	 sharpness 35.69574737548828
==> Epoch 1817/2000
==> Test
Train Loss 0.19081982970237732	 Train Accuracy (%): 93.37999725341797 	 Test Accuracy (%): 43.20000076293945	 gHg: 59.44488525390625	 smoothness 6.655787467956543	 sharpness 55.63380813598633
==> Epoch 1818/2000
==> Test
Train Loss 0.16917599737644196	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.27000045776367	 gHg: 37.468482971191406	 smoothness 11.969399452209473	 sharpness 31.001197814941406
==> Epoch 1819/2000
==> Test
Train Loss 0.17302094399929047	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.16999816894531	 gHg: 53.62647247314453	 smoothness 7.27351188659668	 sharpness 32.314544677734375
==> Epoch 1820/2000
==> Test
Train Loss 0.19992898404598236	 Train Accuracy (%): 93.05999755859375 	 Test Accuracy (%): 43.83000183105469	 gHg: 95.9732894897461	 smoothness 13.866527557373047	 sharpness 36.002159118652344
==> Epoch 1821/2000
==> Test
Train Loss 0.16346246004104614	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.18000030517578	 gHg: 29.660484313964844	 smoothness 11.532837867736816	 sharpness 31.243061065673828
==> Epoch 1822/2000
==> Test
Train Loss 0.16351884603500366	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.13999938964844	 gHg: 39.87538146972656	 smoothness 6.323145866394043	 sharpness 28.897558212280273
==> Epoch 1823/2000
==> Test
Train Loss 0.17711588740348816	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 44.439998626708984	 gHg: 65.13108825683594	 smoothness 12.99267292022705	 sharpness 35.804962158203125
==> Epoch 1824/2000
==> Test
Train Loss 0.17095160484313965	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 44.209999084472656	 gHg: 36.33207702636719	 smoothness 9.865118026733398	 sharpness 29.4260196685791
==> Epoch 1825/2000
==> Test
Train Loss 0.18576161563396454	 Train Accuracy (%): 93.19999694824219 	 Test Accuracy (%): 43.65999984741211	 gHg: 57.41426467895508	 smoothness 10.687241554260254	 sharpness 32.868343353271484
==> Epoch 1826/2000
==> Test
Train Loss 0.15624666213989258	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 44.040000915527344	 gHg: 29.797697067260742	 smoothness 11.106010437011719	 sharpness 32.51993179321289
==> Epoch 1827/2000
==> Test
Train Loss 0.1648647040128708	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 44.33000183105469	 gHg: 32.67496109008789	 smoothness 7.365312099456787	 sharpness 32.41118621826172
==> Epoch 1828/2000
==> Test
Train Loss 0.18839949369430542	 Train Accuracy (%): 93.4800033569336 	 Test Accuracy (%): 43.36000061035156	 gHg: 60.62073516845703	 smoothness 11.693671226501465	 sharpness 33.02983093261719
==> Epoch 1829/2000
==> Test
Train Loss 0.17224279046058655	 Train Accuracy (%): 93.5999984741211 	 Test Accuracy (%): 42.88999938964844	 gHg: 46.844642639160156	 smoothness 12.686406135559082	 sharpness 38.17223358154297
==> Epoch 1830/2000
==> Test
Train Loss 0.17152553796768188	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 43.84000015258789	 gHg: 54.73480224609375	 smoothness 10.36483383178711	 sharpness 34.32542419433594
==> Epoch 1831/2000
==> Test
Train Loss 0.1761743426322937	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.869998931884766	 gHg: 38.418724060058594	 smoothness 12.219568252563477	 sharpness 31.527708053588867
==> Epoch 1832/2000
==> Test
Train Loss 0.15091505646705627	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 43.91999816894531	 gHg: 29.074987411499023	 smoothness 8.943381309509277	 sharpness 31.524791717529297
==> Epoch 1833/2000
==> Test
Train Loss 0.16662918031215668	 Train Accuracy (%): 93.91999816894531 	 Test Accuracy (%): 43.93000030517578	 gHg: 29.344192504882812	 smoothness 11.820958137512207	 sharpness 27.700902938842773
==> Epoch 1834/2000
==> Test
Train Loss 0.15752053260803223	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 44.02000045776367	 gHg: 15.879501342773438	 smoothness 8.129227638244629	 sharpness 28.55820655822754
==> Epoch 1835/2000
==> Test
Train Loss 0.15325641632080078	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 43.97999954223633	 gHg: 26.100200653076172	 smoothness 11.219355583190918	 sharpness 27.85969352722168
==> Epoch 1836/2000
==> Test
Train Loss 0.1424167901277542	 Train Accuracy (%): 95.12000274658203 	 Test Accuracy (%): 44.06999969482422	 gHg: 12.910072326660156	 smoothness 9.308712005615234	 sharpness 27.066673278808594
==> Epoch 1837/2000
==> Test
Train Loss 0.15393812954425812	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 43.88999938964844	 gHg: 23.683265686035156	 smoothness 9.469898223876953	 sharpness 28.348867416381836
==> Epoch 1838/2000
==> Test
Train Loss 0.15348562598228455	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.869998931884766	 gHg: 14.928628921508789	 smoothness 8.124722480773926	 sharpness 26.952383041381836
==> Epoch 1839/2000
==> Test
Train Loss 0.12710970640182495	 Train Accuracy (%): 95.55999755859375 	 Test Accuracy (%): 43.790000915527344	 gHg: 19.150890350341797	 smoothness 10.128707885742188	 sharpness 27.08101463317871
==> Epoch 1840/2000
==> Test
Train Loss 0.16545891761779785	 Train Accuracy (%): 93.63999938964844 	 Test Accuracy (%): 44.150001525878906	 gHg: 31.844524383544922	 smoothness 8.273394584655762	 sharpness 31.828872680664062
==> Epoch 1841/2000
==> Test
Train Loss 0.17246894538402557	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.7599983215332	 gHg: 18.351154327392578	 smoothness 10.850951194763184	 sharpness 27.599140167236328
==> Epoch 1842/2000
==> Test
Train Loss 0.17105427384376526	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.290000915527344	 gHg: 27.75001335144043	 smoothness 7.486184120178223	 sharpness 29.7950382232666
==> Epoch 1843/2000
==> Test
Train Loss 0.15354052186012268	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.31999969482422	 gHg: 26.697174072265625	 smoothness 12.371161460876465	 sharpness 28.22545623779297
==> Epoch 1844/2000
==> Test
Train Loss 0.15819983184337616	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.52000045776367	 gHg: 20.483125686645508	 smoothness 7.099793434143066	 sharpness 29.773025512695312
==> Epoch 1845/2000
==> Test
Train Loss 0.157633438706398	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.61000061035156	 gHg: 29.29183578491211	 smoothness 11.47520923614502	 sharpness 27.7707576751709
==> Epoch 1846/2000
==> Test
Train Loss 0.17372073233127594	 Train Accuracy (%): 93.87999725341797 	 Test Accuracy (%): 43.22999954223633	 gHg: 14.001787185668945	 smoothness 8.956689834594727	 sharpness 27.001131057739258
==> Epoch 1847/2000
==> Test
Train Loss 0.15961207449436188	 Train Accuracy (%): 94.9000015258789 	 Test Accuracy (%): 43.459999084472656	 gHg: 14.065237998962402	 smoothness 7.979033946990967	 sharpness 29.581623077392578
==> Epoch 1848/2000
==> Test
Train Loss 0.15145337581634521	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.56999969482422	 gHg: 14.818217277526855	 smoothness 8.61551284790039	 sharpness 26.662437438964844
==> Epoch 1849/2000
==> Test
Train Loss 0.16249120235443115	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.189998626708984	 gHg: 35.339630126953125	 smoothness 9.516778945922852	 sharpness 28.661407470703125
==> Epoch 1850/2000
==> Test
Train Loss 0.1497962474822998	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 43.470001220703125	 gHg: 28.00019073486328	 smoothness 12.77454948425293	 sharpness 29.44295883178711
==> Epoch 1851/2000
==> Test
Train Loss 0.14511190354824066	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 43.79999923706055	 gHg: 10.28732681274414	 smoothness 7.309066295623779	 sharpness 32.75356674194336
==> Epoch 1852/2000
==> Test
Train Loss 0.16507703065872192	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.88999938964844	 gHg: 31.003578186035156	 smoothness 10.223197937011719	 sharpness 29.233610153198242
==> Epoch 1853/2000
==> Test
Train Loss 0.1447736769914627	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 43.34000015258789	 gHg: 12.900890350341797	 smoothness 9.96998119354248	 sharpness 28.11736297607422
==> Epoch 1854/2000
==> Test
Train Loss 0.1439860314130783	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 43.720001220703125	 gHg: 21.212200164794922	 smoothness 7.671093463897705	 sharpness 29.304706573486328
==> Epoch 1855/2000
==> Test
Train Loss 0.1483835130929947	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 43.68000030517578	 gHg: 14.398966789245605	 smoothness 10.337082862854004	 sharpness 27.98529815673828
==> Epoch 1856/2000
==> Test
Train Loss 0.15672187507152557	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 43.31999969482422	 gHg: 16.592283248901367	 smoothness 7.599791526794434	 sharpness 25.886857986450195
==> Epoch 1857/2000
==> Test
Train Loss 0.14953681826591492	 Train Accuracy (%): 95.18000030517578 	 Test Accuracy (%): 43.81999969482422	 gHg: 16.217681884765625	 smoothness 10.205470085144043	 sharpness 27.566997528076172
==> Epoch 1858/2000
==> Test
Train Loss 0.14171285927295685	 Train Accuracy (%): 94.87999725341797 	 Test Accuracy (%): 43.66999816894531	 gHg: 8.417954444885254	 smoothness 7.668416976928711	 sharpness 28.150571823120117
==> Epoch 1859/2000
==> Test
Train Loss 0.15817546844482422	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.650001525878906	 gHg: 16.670421600341797	 smoothness 8.750460624694824	 sharpness 27.722230911254883
==> Epoch 1860/2000
==> Test
Train Loss 0.14557793736457825	 Train Accuracy (%): 95.22000122070312 	 Test Accuracy (%): 43.65999984741211	 gHg: 9.756735801696777	 smoothness 8.532115936279297	 sharpness 28.462261199951172
==> Epoch 1861/2000
==> Test
Train Loss 0.15107759833335876	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 43.86000061035156	 gHg: 22.875783920288086	 smoothness 8.71969223022461	 sharpness 30.795883178710938
==> Epoch 1862/2000
==> Test
Train Loss 0.14069154858589172	 Train Accuracy (%): 95.08000183105469 	 Test Accuracy (%): 44.119998931884766	 gHg: 16.132976531982422	 smoothness 10.302306175231934	 sharpness 27.93833351135254
==> Epoch 1863/2000
==> Test
Train Loss 0.1478481888771057	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.09000015258789	 gHg: 17.26793670654297	 smoothness 8.216293334960938	 sharpness 27.202083587646484
==> Epoch 1864/2000
==> Test
Train Loss 0.16345225274562836	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 44.29999923706055	 gHg: 22.29605484008789	 smoothness 10.981234550476074	 sharpness 27.456987380981445
==> Epoch 1865/2000
==> Test
Train Loss 0.13313239812850952	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 43.88999938964844	 gHg: 7.625800132751465	 smoothness 8.359333038330078	 sharpness 26.65815544128418
==> Epoch 1866/2000
==> Test
Train Loss 0.15522098541259766	 Train Accuracy (%): 94.12000274658203 	 Test Accuracy (%): 44.029998779296875	 gHg: 28.971452713012695	 smoothness 10.128103256225586	 sharpness 27.641216278076172
==> Epoch 1867/2000
==> Test
Train Loss 0.1351606845855713	 Train Accuracy (%): 95.26000213623047 	 Test Accuracy (%): 44.20000076293945	 gHg: 14.157693862915039	 smoothness 8.827467918395996	 sharpness 27.164714813232422
==> Epoch 1868/2000
==> Test
Train Loss 0.15387876331806183	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.95000076293945	 gHg: 26.981651306152344	 smoothness 10.417451858520508	 sharpness 29.104421615600586
==> Epoch 1869/2000
==> Test
Train Loss 0.1432749330997467	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 43.630001068115234	 gHg: 8.163863182067871	 smoothness 8.822832107543945	 sharpness 26.441946029663086
==> Epoch 1870/2000
==> Test
Train Loss 0.16777653992176056	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.88999938964844	 gHg: 35.56865310668945	 smoothness 8.258020401000977	 sharpness 31.246665954589844
==> Epoch 1871/2000
==> Test
Train Loss 0.142691969871521	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 43.7400016784668	 gHg: 14.913910865783691	 smoothness 10.667601585388184	 sharpness 24.553651809692383
==> Epoch 1872/2000
==> Test
Train Loss 0.1503017395734787	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 43.36000061035156	 gHg: 23.72040367126465	 smoothness 7.286262512207031	 sharpness 27.142887115478516
==> Epoch 1873/2000
==> Test
Train Loss 0.14921241998672485	 Train Accuracy (%): 95.0 	 Test Accuracy (%): 43.380001068115234	 gHg: 17.26028060913086	 smoothness 10.838757514953613	 sharpness 26.41827392578125
==> Epoch 1874/2000
==> Test
Train Loss 0.146952822804451	 Train Accuracy (%): 94.9000015258789 	 Test Accuracy (%): 43.56999969482422	 gHg: 19.37633514404297	 smoothness 7.358156681060791	 sharpness 32.5446891784668
==> Epoch 1875/2000
==> Test
Train Loss 0.13061834871768951	 Train Accuracy (%): 95.5999984741211 	 Test Accuracy (%): 43.720001220703125	 gHg: 16.03592300415039	 smoothness 9.482348442077637	 sharpness 26.682626724243164
==> Epoch 1876/2000
==> Test
Train Loss 0.13701997697353363	 Train Accuracy (%): 95.18000030517578 	 Test Accuracy (%): 44.02000045776367	 gHg: 19.694339752197266	 smoothness 7.555840015411377	 sharpness 27.5915584564209
==> Epoch 1877/2000
==> Test
Train Loss 0.1585269719362259	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.9900016784668	 gHg: 38.13574981689453	 smoothness 11.336325645446777	 sharpness 30.941089630126953
==> Epoch 1878/2000
==> Test
Train Loss 0.15393595397472382	 Train Accuracy (%): 94.87999725341797 	 Test Accuracy (%): 43.2400016784668	 gHg: 19.74565887451172	 smoothness 9.366349220275879	 sharpness 25.37877082824707
==> Epoch 1879/2000
==> Test
Train Loss 0.1558840572834015	 Train Accuracy (%): 94.36000061035156 	 Test Accuracy (%): 43.81999969482422	 gHg: 43.88526916503906	 smoothness 9.789892196655273	 sharpness 32.05126953125
==> Epoch 1880/2000
==> Test
Train Loss 0.155829057097435	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 44.189998626708984	 gHg: 20.343116760253906	 smoothness 11.103079795837402	 sharpness 27.29594612121582
==> Epoch 1881/2000
==> Test
Train Loss 0.16319364309310913	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.349998474121094	 gHg: 32.62932586669922	 smoothness 7.2695088386535645	 sharpness 29.64271354675293
==> Epoch 1882/2000
==> Test
Train Loss 0.1442565768957138	 Train Accuracy (%): 94.9800033569336 	 Test Accuracy (%): 43.65999984741211	 gHg: 31.541805267333984	 smoothness 11.59242057800293	 sharpness 31.548072814941406
==> Epoch 1883/2000
==> Test
Train Loss 0.13800622522830963	 Train Accuracy (%): 95.08000183105469 	 Test Accuracy (%): 43.720001220703125	 gHg: 23.115707397460938	 smoothness 7.879490852355957	 sharpness 34.54384231567383
==> Epoch 1884/2000
==> Test
Train Loss 0.16665782034397125	 Train Accuracy (%): 93.76000213623047 	 Test Accuracy (%): 43.75	 gHg: 42.85375213623047	 smoothness 11.794769287109375	 sharpness 33.28464126586914
==> Epoch 1885/2000
==> Test
Train Loss 0.15806758403778076	 Train Accuracy (%): 94.4000015258789 	 Test Accuracy (%): 43.43000030517578	 gHg: 22.869264602661133	 smoothness 9.141319274902344	 sharpness 29.701763153076172
==> Epoch 1886/2000
==> Test
Train Loss 0.14952713251113892	 Train Accuracy (%): 94.5199966430664 	 Test Accuracy (%): 43.25	 gHg: 19.715545654296875	 smoothness 9.800819396972656	 sharpness 26.0665225982666
==> Epoch 1887/2000
==> Test
Train Loss 0.13989661633968353	 Train Accuracy (%): 94.91999816894531 	 Test Accuracy (%): 43.540000915527344	 gHg: 18.74906349182129	 smoothness 9.483901977539062	 sharpness 27.265642166137695
==> Epoch 1888/2000
==> Test
Train Loss 0.13938161730766296	 Train Accuracy (%): 95.26000213623047 	 Test Accuracy (%): 43.630001068115234	 gHg: 21.361328125	 smoothness 7.115914821624756	 sharpness 31.912067413330078
==> Epoch 1889/2000
==> Test
Train Loss 0.16018559038639069	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.41999816894531	 gHg: 22.800540924072266	 smoothness 9.93284797668457	 sharpness 31.39109230041504
==> Epoch 1890/2000
==> Test
Train Loss 0.15183474123477936	 Train Accuracy (%): 94.87999725341797 	 Test Accuracy (%): 43.2599983215332	 gHg: 23.36832046508789	 smoothness 9.271414756774902	 sharpness 27.907886505126953
==> Epoch 1891/2000
==> Test
Train Loss 0.15721572935581207	 Train Accuracy (%): 94.0199966430664 	 Test Accuracy (%): 43.52000045776367	 gHg: 32.2444953918457	 smoothness 9.430702209472656	 sharpness 30.828594207763672
==> Epoch 1892/2000
==> Test
Train Loss 0.12739147245883942	 Train Accuracy (%): 95.5199966430664 	 Test Accuracy (%): 43.77000045776367	 gHg: 15.585426330566406	 smoothness 7.762781620025635	 sharpness 31.408496856689453
==> Epoch 1893/2000
==> Test
Train Loss 0.16689182817935944	 Train Accuracy (%): 93.95999908447266 	 Test Accuracy (%): 43.52000045776367	 gHg: 39.991207122802734	 smoothness 11.538244247436523	 sharpness 30.126508712768555
==> Epoch 1894/2000
==> Test
Train Loss 0.15468822419643402	 Train Accuracy (%): 94.62000274658203 	 Test Accuracy (%): 43.189998626708984	 gHg: 24.66385269165039	 smoothness 8.962319374084473	 sharpness 28.089969635009766
==> Epoch 1895/2000
==> Test
Train Loss 0.1721796691417694	 Train Accuracy (%): 94.08000183105469 	 Test Accuracy (%): 43.93000030517578	 gHg: 46.80147171020508	 smoothness 8.905817031860352	 sharpness 33.6883430480957
==> Epoch 1896/2000
==> Test
Train Loss 0.1536843180656433	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 44.16999816894531	 gHg: 33.24905776977539	 smoothness 10.890931129455566	 sharpness 30.906423568725586
==> Epoch 1897/2000
==> Test
Train Loss 0.19014766812324524	 Train Accuracy (%): 93.58000183105469 	 Test Accuracy (%): 43.81999969482422	 gHg: 53.4386100769043	 smoothness 10.20931339263916	 sharpness 28.477008819580078
==> Epoch 1898/2000
==> Test
Train Loss 0.15110817551612854	 Train Accuracy (%): 94.37999725341797 	 Test Accuracy (%): 44.130001068115234	 gHg: 26.10605239868164	 smoothness 11.30246353149414	 sharpness 32.10939025878906
==> Epoch 1899/2000
==> Test
Train Loss 0.14459142088890076	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 44.29999923706055	 gHg: 30.884790420532227	 smoothness 6.882344722747803	 sharpness 34.75960159301758
==> Epoch 1900/2000
==> Test
Train Loss 0.18036416172981262	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.790000915527344	 gHg: 39.83256149291992	 smoothness 12.465262413024902	 sharpness 27.997365951538086
==> Epoch 1901/2000
==> Test
Train Loss 0.14481903612613678	 Train Accuracy (%): 94.72000122070312 	 Test Accuracy (%): 43.2400016784668	 gHg: 17.338247299194336	 smoothness 9.922560691833496	 sharpness 26.518707275390625
==> Epoch 1902/2000
==> Test
Train Loss 0.14591442048549652	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 43.560001373291016	 gHg: 17.355052947998047	 smoothness 8.202855110168457	 sharpness 27.017858505249023
==> Epoch 1903/2000
==> Test
Train Loss 0.1601806879043579	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.880001068115234	 gHg: 18.566326141357422	 smoothness 9.689229011535645	 sharpness 28.898515701293945
==> Epoch 1904/2000
==> Test
Train Loss 0.15046857297420502	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.689998626708984	 gHg: 14.638689041137695	 smoothness 8.444670677185059	 sharpness 26.3613224029541
==> Epoch 1905/2000
==> Test
Train Loss 0.15601254999637604	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 43.310001373291016	 gHg: 19.008214950561523	 smoothness 8.774023056030273	 sharpness 30.270771026611328
==> Epoch 1906/2000
==> Test
Train Loss 0.16788391768932343	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.68000030517578	 gHg: 20.71480369567871	 smoothness 10.119638442993164	 sharpness 26.784517288208008
==> Epoch 1907/2000
==> Test
Train Loss 0.14257431030273438	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 43.790000915527344	 gHg: 10.819652557373047	 smoothness 9.10145378112793	 sharpness 22.639192581176758
==> Epoch 1908/2000
==> Test
Train Loss 0.14092901349067688	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.36000061035156	 gHg: 19.659099578857422	 smoothness 6.338087558746338	 sharpness 32.54081726074219
==> Epoch 1909/2000
==> Test
Train Loss 0.14485502243041992	 Train Accuracy (%): 95.12000274658203 	 Test Accuracy (%): 42.970001220703125	 gHg: 15.507766723632812	 smoothness 10.673721313476562	 sharpness 26.81524658203125
==> Epoch 1910/2000
==> Test
Train Loss 0.15384121239185333	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.38999938964844	 gHg: 33.41196060180664	 smoothness 6.773110389709473	 sharpness 31.254230499267578
==> Epoch 1911/2000
==> Test
Train Loss 0.1655270904302597	 Train Accuracy (%): 93.83999633789062 	 Test Accuracy (%): 43.9900016784668	 gHg: 35.98976135253906	 smoothness 11.832009315490723	 sharpness 29.608497619628906
==> Epoch 1912/2000
==> Test
Train Loss 0.14662528038024902	 Train Accuracy (%): 94.76000213623047 	 Test Accuracy (%): 43.560001373291016	 gHg: 18.198514938354492	 smoothness 7.002950191497803	 sharpness 28.278045654296875
==> Epoch 1913/2000
==> Test
Train Loss 0.16039596498012543	 Train Accuracy (%): 94.19999694824219 	 Test Accuracy (%): 43.88999938964844	 gHg: 53.29799270629883	 smoothness 12.248778343200684	 sharpness 33.70054626464844
==> Epoch 1914/2000
==> Test
Train Loss 0.15974977612495422	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 43.84000015258789	 gHg: 16.1236572265625	 smoothness 9.945878982543945	 sharpness 31.5490779876709
==> Epoch 1915/2000
==> Test
Train Loss 0.16554249823093414	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.849998474121094	 gHg: 26.065414428710938	 smoothness 7.789444446563721	 sharpness 28.66571807861328
==> Epoch 1916/2000
==> Test
Train Loss 0.1519588679075241	 Train Accuracy (%): 94.5999984741211 	 Test Accuracy (%): 43.66999816894531	 gHg: 24.047609329223633	 smoothness 8.121583938598633	 sharpness 30.541921615600586
==> Epoch 1917/2000
==> Test
Train Loss 0.1656741052865982	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 44.36000061035156	 gHg: 49.73942565917969	 smoothness 11.454182624816895	 sharpness 33.562801361083984
==> Epoch 1918/2000
==> Test
Train Loss 0.1492035984992981	 Train Accuracy (%): 94.69999694824219 	 Test Accuracy (%): 44.060001373291016	 gHg: 18.810138702392578	 smoothness 8.88332748413086	 sharpness 28.80164337158203
==> Epoch 1919/2000
==> Test
Train Loss 0.1666681319475174	 Train Accuracy (%): 94.27999877929688 	 Test Accuracy (%): 43.7400016784668	 gHg: 43.32586669921875	 smoothness 9.863321304321289	 sharpness 29.71070098876953
==> Epoch 1920/2000
==> Test
Train Loss 0.13715463876724243	 Train Accuracy (%): 95.36000061035156 	 Test Accuracy (%): 43.77000045776367	 gHg: 14.509235382080078	 smoothness 9.40743637084961	 sharpness 26.410192489624023
==> Epoch 1921/2000
==> Test
Train Loss 0.1461537629365921	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 43.650001525878906	 gHg: 32.62220764160156	 smoothness 8.671634674072266	 sharpness 32.564491271972656
==> Epoch 1922/2000
==> Test
Train Loss 0.15195231139659882	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 43.54999923706055	 gHg: 17.330726623535156	 smoothness 9.235295295715332	 sharpness 24.45812225341797
==> Epoch 1923/2000
==> Test
Train Loss 0.15957969427108765	 Train Accuracy (%): 94.16000366210938 	 Test Accuracy (%): 43.439998626708984	 gHg: 30.20812225341797	 smoothness 8.27473258972168	 sharpness 30.258405685424805
==> Epoch 1924/2000
==> Test
Train Loss 0.14613792300224304	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.220001220703125	 gHg: 22.053308486938477	 smoothness 9.967438697814941	 sharpness 27.440736770629883
==> Epoch 1925/2000
==> Test
Train Loss 0.15428900718688965	 Train Accuracy (%): 94.4800033569336 	 Test Accuracy (%): 43.33000183105469	 gHg: 17.173980712890625	 smoothness 8.982213973999023	 sharpness 32.9188232421875
==> Epoch 1926/2000
==> Test
Train Loss 0.16307152807712555	 Train Accuracy (%): 94.05999755859375 	 Test Accuracy (%): 43.61000061035156	 gHg: 41.119937896728516	 smoothness 9.342279434204102	 sharpness 35.711849212646484
==> Epoch 1927/2000
==> Test
Train Loss 0.15058784186840057	 Train Accuracy (%): 94.5 	 Test Accuracy (%): 44.2599983215332	 gHg: 19.427671432495117	 smoothness 9.730605125427246	 sharpness 29.118038177490234
==> Epoch 1928/2000
==> Test
Train Loss 0.1605944186449051	 Train Accuracy (%): 94.45999908447266 	 Test Accuracy (%): 43.56999969482422	 gHg: 28.209226608276367	 smoothness 8.567927360534668	 sharpness 32.18321990966797
==> Epoch 1929/2000
==> Test
Train Loss 0.15172941982746124	 Train Accuracy (%): 94.5999984741211 	 Test Accuracy (%): 43.65999984741211	 gHg: 21.691059112548828	 smoothness 10.205550193786621	 sharpness 26.13680648803711
==> Epoch 1930/2000
==> Test
Train Loss 0.14897365868091583	 Train Accuracy (%): 94.87999725341797 	 Test Accuracy (%): 44.380001068115234	 gHg: 18.70730972290039	 smoothness 8.160359382629395	 sharpness 30.1449031829834
==> Epoch 1931/2000
==> Test
Train Loss 0.14805960655212402	 Train Accuracy (%): 95.13999938964844 	 Test Accuracy (%): 44.119998931884766	 gHg: 17.86479377746582	 smoothness 9.47095012664795	 sharpness 43.35944747924805
==> Epoch 1932/2000
==> Test
Train Loss 0.14165344834327698	 Train Accuracy (%): 94.95999908447266 	 Test Accuracy (%): 43.65999984741211	 gHg: 16.786413192749023	 smoothness 9.160330772399902	 sharpness 28.62981605529785
==> Epoch 1933/2000
==> Test
Train Loss 0.14723944664001465	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 43.2599983215332	 gHg: 14.298154830932617	 smoothness 8.330620765686035	 sharpness 28.198471069335938
==> Epoch 1934/2000
==> Test
Train Loss 0.15622620284557343	 Train Accuracy (%): 94.30000305175781 	 Test Accuracy (%): 44.29999923706055	 gHg: 30.366464614868164	 smoothness 8.653403282165527	 sharpness 29.159759521484375
==> Epoch 1935/2000
==> Test
Train Loss 0.15477533638477325	 Train Accuracy (%): 94.73999786376953 	 Test Accuracy (%): 44.29999923706055	 gHg: 28.502017974853516	 smoothness 10.674226760864258	 sharpness 29.270248413085938
==> Epoch 1936/2000
==> Test
Train Loss 0.13998335599899292	 Train Accuracy (%): 95.19999694824219 	 Test Accuracy (%): 43.310001373291016	 gHg: 18.59644317626953	 smoothness 9.51375961303711	 sharpness 25.957345962524414
==> Epoch 1937/2000
==> Test
Train Loss 0.17088544368743896	 Train Accuracy (%): 93.86000061035156 	 Test Accuracy (%): 43.630001068115234	 gHg: 26.82283592224121	 smoothness 9.808913230895996	 sharpness 30.231494903564453
==> Epoch 1938/2000
==> Test
Train Loss 0.13914115726947784	 Train Accuracy (%): 95.22000122070312 	 Test Accuracy (%): 44.13999938964844	 gHg: 13.762861251831055	 smoothness 9.328056335449219	 sharpness 27.504798889160156
==> Epoch 1939/2000
==> Test
Train Loss 0.13809704780578613	 Train Accuracy (%): 95.0999984741211 	 Test Accuracy (%): 43.900001525878906	 gHg: 17.426342010498047	 smoothness 7.777482509613037	 sharpness 27.79153823852539
==> Epoch 1940/2000
==> Test
Train Loss 0.14625883102416992	 Train Accuracy (%): 94.80000305175781 	 Test Accuracy (%): 43.279998779296875	 gHg: 23.558849334716797	 smoothness 10.832313537597656	 sharpness 28.536815643310547
==> Epoch 1941/2000
==> Test
Train Loss 0.14434972405433655	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.560001373291016	 gHg: 22.595521926879883	 smoothness 9.217409133911133	 sharpness 30.37993621826172
==> Epoch 1942/2000
==> Test
Train Loss 0.13835839927196503	 Train Accuracy (%): 94.86000061035156 	 Test Accuracy (%): 44.33000183105469	 gHg: 23.66592788696289	 smoothness 10.508577346801758	 sharpness 27.890117645263672
==> Epoch 1943/2000
==> Test
Train Loss 0.12394905835390091	 Train Accuracy (%): 95.69999694824219 	 Test Accuracy (%): 43.56999969482422	 gHg: 9.201109886169434	 smoothness 8.100443840026855	 sharpness 28.1898193359375
==> Epoch 1944/2000
==> Test
Train Loss 0.15192440152168274	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 44.04999923706055	 gHg: 35.068511962890625	 smoothness 9.933893203735352	 sharpness 30.705413818359375
==> Epoch 1945/2000
==> Test
Train Loss 0.13982084393501282	 Train Accuracy (%): 95.16000366210938 	 Test Accuracy (%): 43.810001373291016	 gHg: 14.031020164489746	 smoothness 10.417929649353027	 sharpness 24.560382843017578
==> Epoch 1946/2000
==> Test
Train Loss 0.14605814218521118	 Train Accuracy (%): 95.08000183105469 	 Test Accuracy (%): 43.58000183105469	 gHg: 28.39577865600586	 smoothness 7.299839019775391	 sharpness 28.1220645904541
==> Epoch 1947/2000
==> Test
Train Loss 0.14680136740207672	 Train Accuracy (%): 94.83999633789062 	 Test Accuracy (%): 44.04999923706055	 gHg: 32.582740783691406	 smoothness 12.109843254089355	 sharpness 31.052181243896484
==> Epoch 1948/2000
==> Test
Train Loss 0.13620625436306	 Train Accuracy (%): 95.19999694824219 	 Test Accuracy (%): 44.11000061035156	 gHg: 22.8502197265625	 smoothness 8.240710258483887	 sharpness 29.720109939575195
==> Epoch 1949/2000
==> Test
Train Loss 0.1483965665102005	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 43.84000015258789	 gHg: 39.0362548828125	 smoothness 11.305967330932617	 sharpness 31.74135971069336
==> Epoch 1950/2000
==> Test
Train Loss 0.1549847424030304	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.310001373291016	 gHg: 19.065013885498047	 smoothness 9.527652740478516	 sharpness 28.547731399536133
==> Epoch 1951/2000
==> Test
Train Loss 0.15179061889648438	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 43.970001220703125	 gHg: 56.014583587646484	 smoothness 9.607580184936523	 sharpness 37.47592544555664
==> Epoch 1952/2000
==> Test
Train Loss 0.13526618480682373	 Train Accuracy (%): 95.16000366210938 	 Test Accuracy (%): 44.349998474121094	 gHg: 23.53844451904297	 smoothness 12.01460075378418	 sharpness 29.69219398498535
==> Epoch 1953/2000
==> Test
Train Loss 0.1350201964378357	 Train Accuracy (%): 95.08000183105469 	 Test Accuracy (%): 44.220001220703125	 gHg: 26.309309005737305	 smoothness 6.946602821350098	 sharpness 27.60066032409668
==> Epoch 1954/2000
==> Test
Train Loss 0.14232036471366882	 Train Accuracy (%): 94.81999969482422 	 Test Accuracy (%): 44.20000076293945	 gHg: 24.901931762695312	 smoothness 11.685234069824219	 sharpness 29.888864517211914
==> Epoch 1955/2000
==> Test
Train Loss 0.12712614238262177	 Train Accuracy (%): 95.23999786376953 	 Test Accuracy (%): 44.560001373291016	 gHg: 18.494853973388672	 smoothness 8.798748970031738	 sharpness 41.512428283691406
==> Epoch 1956/2000
==> Test
Train Loss 0.12620273232460022	 Train Accuracy (%): 95.31999969482422 	 Test Accuracy (%): 44.77000045776367	 gHg: 11.651355743408203	 smoothness 8.783465385437012	 sharpness 26.59857749938965
==> Epoch 1957/2000
==> Test
Train Loss 0.13189613819122314	 Train Accuracy (%): 95.30000305175781 	 Test Accuracy (%): 44.83000183105469	 gHg: 19.415817260742188	 smoothness 10.095794677734375	 sharpness 26.820951461791992
==> Epoch 1958/2000
==> Test
Train Loss 0.13500036299228668	 Train Accuracy (%): 95.08000183105469 	 Test Accuracy (%): 44.099998474121094	 gHg: 5.630434513092041	 smoothness 8.437589645385742	 sharpness 26.532344818115234
==> Epoch 1959/2000
==> Test
Train Loss 0.1499025821685791	 Train Accuracy (%): 94.95999908447266 	 Test Accuracy (%): 44.040000915527344	 gHg: 21.504735946655273	 smoothness 8.303558349609375	 sharpness 27.80553436279297
==> Epoch 1960/2000
==> Test
Train Loss 0.12806671857833862	 Train Accuracy (%): 95.58000183105469 	 Test Accuracy (%): 44.20000076293945	 gHg: 5.516121864318848	 smoothness 9.231640815734863	 sharpness 27.054967880249023
==> Epoch 1961/2000
==> Test
Train Loss 0.15077216923236847	 Train Accuracy (%): 94.58000183105469 	 Test Accuracy (%): 43.869998931884766	 gHg: 25.498367309570312	 smoothness 7.1978559494018555	 sharpness 27.42495346069336
==> Epoch 1962/2000
==> Test
Train Loss 0.13194908201694489	 Train Accuracy (%): 95.54000091552734 	 Test Accuracy (%): 43.83000183105469	 gHg: 14.8252534866333	 smoothness 11.487140655517578	 sharpness 25.399656295776367
==> Epoch 1963/2000
==> Test
Train Loss 0.12272584438323975	 Train Accuracy (%): 95.45999908447266 	 Test Accuracy (%): 44.2400016784668	 gHg: 11.511881828308105	 smoothness 6.605287551879883	 sharpness 24.80946922302246
==> Epoch 1964/2000
==> Test
Train Loss 0.1525171846151352	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 44.150001525878906	 gHg: 24.59759521484375	 smoothness 11.413570404052734	 sharpness 25.499780654907227
==> Epoch 1965/2000
==> Test
Train Loss 0.13240040838718414	 Train Accuracy (%): 95.72000122070312 	 Test Accuracy (%): 43.849998474121094	 gHg: 13.30107307434082	 smoothness 9.736659049987793	 sharpness 29.86277198791504
==> Epoch 1966/2000
==> Test
Train Loss 0.15282891690731049	 Train Accuracy (%): 94.62000274658203 	 Test Accuracy (%): 44.16999816894531	 gHg: 37.9968147277832	 smoothness 9.063475608825684	 sharpness 38.86561965942383
==> Epoch 1967/2000
==> Test
Train Loss 0.13737954199314117	 Train Accuracy (%): 95.4000015258789 	 Test Accuracy (%): 44.04999923706055	 gHg: 13.488236427307129	 smoothness 11.403338432312012	 sharpness 24.283349990844727
==> Epoch 1968/2000
==> Test
Train Loss 0.140781968832016	 Train Accuracy (%): 94.94000244140625 	 Test Accuracy (%): 44.150001525878906	 gHg: 18.7520809173584	 smoothness 6.555642127990723	 sharpness 29.594560623168945
==> Epoch 1969/2000
==> Test
Train Loss 0.1375775784254074	 Train Accuracy (%): 94.95999908447266 	 Test Accuracy (%): 44.0	 gHg: 23.390174865722656	 smoothness 11.584287643432617	 sharpness 32.52463912963867
==> Epoch 1970/2000
==> Test
Train Loss 0.1318378895521164	 Train Accuracy (%): 95.33999633789062 	 Test Accuracy (%): 43.70000076293945	 gHg: 15.849210739135742	 smoothness 7.246951103210449	 sharpness 31.025917053222656
==> Epoch 1971/2000
==> Test
Train Loss 0.13846637308597565	 Train Accuracy (%): 95.31999969482422 	 Test Accuracy (%): 43.689998626708984	 gHg: 35.24214553833008	 smoothness 11.840651512145996	 sharpness 30.66301918029785
==> Epoch 1972/2000
==> Test
Train Loss 0.1331910640001297	 Train Accuracy (%): 94.9800033569336 	 Test Accuracy (%): 43.619998931884766	 gHg: 11.253768920898438	 smoothness 8.719725608825684	 sharpness 25.130508422851562
==> Epoch 1973/2000
==> Test
Train Loss 0.14715726673603058	 Train Accuracy (%): 95.19999694824219 	 Test Accuracy (%): 43.849998474121094	 gHg: 34.03669738769531	 smoothness 8.660072326660156	 sharpness 30.356618881225586
==> Epoch 1974/2000
==> Test
Train Loss 0.14540104568004608	 Train Accuracy (%): 95.05999755859375 	 Test Accuracy (%): 43.959999084472656	 gHg: 11.714406967163086	 smoothness 10.307236671447754	 sharpness 26.41375732421875
==> Epoch 1975/2000
==> Test
Train Loss 0.15223431587219238	 Train Accuracy (%): 94.68000030517578 	 Test Accuracy (%): 43.5	 gHg: 42.3633918762207	 smoothness 6.684521675109863	 sharpness 27.520048141479492
==> Epoch 1976/2000
==> Test
Train Loss 0.16698841750621796	 Train Accuracy (%): 94.04000091552734 	 Test Accuracy (%): 43.189998626708984	 gHg: 48.30317306518555	 smoothness 12.77770709991455	 sharpness 34.89824676513672
==> Epoch 1977/2000
==> Test
Train Loss 0.14271141588687897	 Train Accuracy (%): 94.9000015258789 	 Test Accuracy (%): 43.08000183105469	 gHg: 42.68069076538086	 smoothness 8.25899887084961	 sharpness 31.68523406982422
==> Epoch 1978/2000
==> Test
Train Loss 0.15844953060150146	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 43.290000915527344	 gHg: 72.45498657226562	 smoothness 14.543673515319824	 sharpness 38.20329284667969
==> Epoch 1979/2000
==> Test
Train Loss 0.1495007425546646	 Train Accuracy (%): 94.54000091552734 	 Test Accuracy (%): 42.7599983215332	 gHg: 19.450763702392578	 smoothness 9.204617500305176	 sharpness 30.513120651245117
==> Epoch 1980/2000
==> Test
Train Loss 0.16867437958717346	 Train Accuracy (%): 93.9000015258789 	 Test Accuracy (%): 43.0	 gHg: 84.823974609375	 smoothness 10.066763877868652	 sharpness 35.84462356567383
==> Epoch 1981/2000
==> Test
Train Loss 0.16526690125465393	 Train Accuracy (%): 94.31999969482422 	 Test Accuracy (%): 44.189998626708984	 gHg: 68.49275970458984	 smoothness 13.56953239440918	 sharpness 36.832637786865234
==> Epoch 1982/2000
==> Test
Train Loss 0.15137556195259094	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 44.439998626708984	 gHg: 21.474397659301758	 smoothness 9.30722713470459	 sharpness 28.308868408203125
==> Epoch 1983/2000
==> Test
Train Loss 0.16035504639148712	 Train Accuracy (%): 94.0999984741211 	 Test Accuracy (%): 43.97999954223633	 gHg: 40.241554260253906	 smoothness 8.452005386352539	 sharpness 29.728071212768555
==> Epoch 1984/2000
==> Test
Train Loss 0.14185762405395508	 Train Accuracy (%): 94.77999877929688 	 Test Accuracy (%): 43.56999969482422	 gHg: 18.191761016845703	 smoothness 10.712717056274414	 sharpness 26.71445655822754
==> Epoch 1985/2000
==> Test
Train Loss 0.1672973781824112	 Train Accuracy (%): 94.22000122070312 	 Test Accuracy (%): 43.849998474121094	 gHg: 39.907989501953125	 smoothness 6.350035667419434	 sharpness 31.488351821899414
==> Epoch 1986/2000
==> Test
Train Loss 0.16423551738262177	 Train Accuracy (%): 94.41999816894531 	 Test Accuracy (%): 44.130001068115234	 gHg: 33.56317138671875	 smoothness 11.606887817382812	 sharpness 29.144155502319336
==> Epoch 1987/2000
==> Test
Train Loss 0.1480095535516739	 Train Accuracy (%): 94.66000366210938 	 Test Accuracy (%): 43.72999954223633	 gHg: 11.949686050415039	 smoothness 7.839139461517334	 sharpness 25.707426071166992
==> Epoch 1988/2000
==> Test
Train Loss 0.15373098850250244	 Train Accuracy (%): 94.55999755859375 	 Test Accuracy (%): 43.84000015258789	 gHg: 26.552213668823242	 smoothness 9.800261497497559	 sharpness 27.7308406829834
==> Epoch 1989/2000
==> Test
Train Loss 0.13940580189228058	 Train Accuracy (%): 95.19999694824219 	 Test Accuracy (%): 44.0	 gHg: 16.54948616027832	 smoothness 9.256107330322266	 sharpness 28.87789535522461
==> Epoch 1990/2000
==> Test
Train Loss 0.14479492604732513	 Train Accuracy (%): 94.87999725341797 	 Test Accuracy (%): 43.13999938964844	 gHg: 28.106863021850586	 smoothness 6.274678707122803	 sharpness 29.295936584472656
==> Epoch 1991/2000
==> Test
Train Loss 0.15342137217521667	 Train Accuracy (%): 94.23999786376953 	 Test Accuracy (%): 43.40999984741211	 gHg: 33.79079055786133	 smoothness 12.061519622802734	 sharpness 32.166927337646484
==> Epoch 1992/2000
==> Test
Train Loss 0.14011582732200623	 Train Accuracy (%): 95.04000091552734 	 Test Accuracy (%): 43.650001525878906	 gHg: 16.155542373657227	 smoothness 7.351943016052246	 sharpness 32.178531646728516
==> Epoch 1993/2000
==> Test
Train Loss 0.16867218911647797	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 43.5099983215332	 gHg: 40.66863250732422	 smoothness 10.410589218139648	 sharpness 29.608516693115234
==> Epoch 1994/2000
==> Test
Train Loss 0.12812335789203644	 Train Accuracy (%): 95.36000061035156 	 Test Accuracy (%): 43.529998779296875	 gHg: 10.515205383300781	 smoothness 8.793630599975586	 sharpness 26.937379837036133
==> Epoch 1995/2000
==> Test
Train Loss 0.15742503106594086	 Train Accuracy (%): 94.44000244140625 	 Test Accuracy (%): 44.099998474121094	 gHg: 30.261003494262695	 smoothness 8.36510944366455	 sharpness 32.952640533447266
==> Epoch 1996/2000
==> Test
Train Loss 0.14597900211811066	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.86000061035156	 gHg: 17.504735946655273	 smoothness 7.54042911529541	 sharpness 25.478546142578125
==> Epoch 1997/2000
==> Test
Train Loss 0.15981802344322205	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.45000076293945	 gHg: 37.34633255004883	 smoothness 9.57363510131836	 sharpness 28.931602478027344
==> Epoch 1998/2000
==> Test
Train Loss 0.15752653777599335	 Train Accuracy (%): 94.33999633789062 	 Test Accuracy (%): 43.619998931884766	 gHg: 40.496826171875	 smoothness 10.388181686401367	 sharpness 30.359689712524414
==> Epoch 1999/2000
==> Test
Train Loss 0.14734876155853271	 Train Accuracy (%): 94.63999938964844 	 Test Accuracy (%): 43.75	 gHg: 45.97988510131836	 smoothness 9.55721664428711	 sharpness 39.49250030517578
==> Epoch 2000/2000
==> Test
Train Loss 0.17255784571170807	 Train Accuracy (%): 93.94000244140625 	 Test Accuracy (%): 43.689998626708984	 gHg: 33.804718017578125	 smoothness 10.969898223876953	 sharpness 30.596527099609375
Finished. Total elapsed time (h:m:s): 1:55:31






++++++++++++++++++++++++++++++Experiment 1++++++++++++++++++++
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=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






