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=0.0, n_samples=5000, print_freq=50, reg_eta=0.0, save_dir='/home/zhangxj/workspace/HBF/results/GD', seed=1, start_epoch=0, stepsize=0, use_cpu=False, workers=4)
Currently using GPU: 0
Creating dataset: cifar10
Creating model: mlp
0.0 0.1
==> Epoch 1/2000
==> Test
Train Loss 2.304264545440674	 Train Accuracy (%): 10.460000038146973 	 Test Accuracy (%): 16.799999237060547	 gHg: 0.15164592862129211	 smoothness 10.0277099609375	 sharpness 2.599827527999878
==> Epoch 2/2000
==> Test
Train Loss 2.285503387451172	 Train Accuracy (%): 14.520000457763672 	 Test Accuracy (%): 19.790000915527344	 gHg: 0.07163591682910919	 smoothness 1.739569902420044	 sharpness 2.525719165802002
==> Epoch 3/2000
==> Test
Train Loss 2.271564245223999	 Train Accuracy (%): 17.139999389648438 	 Test Accuracy (%): 21.40999984741211	 gHg: 0.04060441628098488	 smoothness 1.2951571941375732	 sharpness 2.6231367588043213
==> Epoch 4/2000
==> Test
Train Loss 2.25294828414917	 Train Accuracy (%): 19.700000762939453 	 Test Accuracy (%): 22.3700008392334	 gHg: 0.020643876865506172	 smoothness 1.318241000175476	 sharpness 2.721865653991699
==> Epoch 5/2000
==> Test
Train Loss 2.2369489669799805	 Train Accuracy (%): 20.459999084472656 	 Test Accuracy (%): 22.670000076293945	 gHg: 0.015571029856801033	 smoothness 0.9687461853027344	 sharpness 2.961303472518921
==> Epoch 6/2000
==> Test
Train Loss 2.2172317504882812	 Train Accuracy (%): 22.280000686645508 	 Test Accuracy (%): 23.40999984741211	 gHg: 0.021165279671549797	 smoothness 0.999973714351654	 sharpness 3.214609384536743
==> Epoch 7/2000
==> Test
Train Loss 2.200514078140259	 Train Accuracy (%): 22.780000686645508 	 Test Accuracy (%): 23.899999618530273	 gHg: 0.0421685054898262	 smoothness 0.9963884353637695	 sharpness 3.58113169670105
==> Epoch 8/2000
==> Test
Train Loss 2.1806674003601074	 Train Accuracy (%): 23.420000076293945 	 Test Accuracy (%): 24.31999969482422	 gHg: 0.057789117097854614	 smoothness 0.9674018025398254	 sharpness 3.959625005722046
==> Epoch 9/2000
==> Test
Train Loss 2.160573720932007	 Train Accuracy (%): 23.8799991607666 	 Test Accuracy (%): 24.959999084472656	 gHg: 0.07517649233341217	 smoothness 1.314048409461975	 sharpness 4.458388328552246
==> Epoch 10/2000
==> Test
Train Loss 2.1447861194610596	 Train Accuracy (%): 23.5 	 Test Accuracy (%): 25.530000686645508	 gHg: 0.0804438516497612	 smoothness 1.5436009168624878	 sharpness 5.047293663024902
==> Epoch 11/2000
==> Test
Train Loss 2.129070281982422	 Train Accuracy (%): 24.420000076293945 	 Test Accuracy (%): 25.8799991607666	 gHg: 0.07572650164365768	 smoothness 1.7540502548217773	 sharpness 5.655216693878174
==> Epoch 12/2000
==> Test
Train Loss 2.114941358566284	 Train Accuracy (%): 24.780000686645508 	 Test Accuracy (%): 26.3700008392334	 gHg: 0.06263380497694016	 smoothness 1.8218648433685303	 sharpness 6.206162929534912
==> Epoch 13/2000
==> Test
Train Loss 2.0993216037750244	 Train Accuracy (%): 26.3799991607666 	 Test Accuracy (%): 26.8799991607666	 gHg: 0.059832312166690826	 smoothness 1.7587344646453857	 sharpness 6.753081321716309
==> Epoch 14/2000
==> Test
Train Loss 2.090322732925415	 Train Accuracy (%): 25.360000610351562 	 Test Accuracy (%): 27.260000228881836	 gHg: 0.04936564713716507	 smoothness 2.09000301361084	 sharpness 7.503224849700928
==> Epoch 15/2000
==> Test
Train Loss 2.074158191680908	 Train Accuracy (%): 26.399999618530273 	 Test Accuracy (%): 27.6200008392334	 gHg: 0.0498293973505497	 smoothness 2.289881467819214	 sharpness 8.09902572631836
==> Epoch 16/2000
==> Test
Train Loss 2.0660648345947266	 Train Accuracy (%): 25.959999084472656 	 Test Accuracy (%): 28.059999465942383	 gHg: 0.04772249981760979	 smoothness 2.3210809230804443	 sharpness 8.655856132507324
==> Epoch 17/2000
==> Test
Train Loss 2.049915313720703	 Train Accuracy (%): 28.079999923706055 	 Test Accuracy (%): 28.25	 gHg: 0.0625462457537651	 smoothness 2.2530083656311035	 sharpness 9.094263076782227
==> Epoch 18/2000
==> Test
Train Loss 2.0439553260803223	 Train Accuracy (%): 27.600000381469727 	 Test Accuracy (%): 28.600000381469727	 gHg: 0.04837920144200325	 smoothness 2.6454873085021973	 sharpness 9.555865287780762
==> Epoch 19/2000
==> Test
Train Loss 2.0331497192382812	 Train Accuracy (%): 27.760000228881836 	 Test Accuracy (%): 28.940000534057617	 gHg: 0.06203966215252876	 smoothness 2.4695868492126465	 sharpness 10.14102554321289
==> Epoch 20/2000
==> Test
Train Loss 2.0210394859313965	 Train Accuracy (%): 28.18000030517578 	 Test Accuracy (%): 29.25	 gHg: 0.05849553644657135	 smoothness 2.7784411907196045	 sharpness 10.535906791687012
==> Epoch 21/2000
==> Test
Train Loss 2.0118582248687744	 Train Accuracy (%): 28.780000686645508 	 Test Accuracy (%): 29.610000610351562	 gHg: 0.054389409720897675	 smoothness 2.3542869091033936	 sharpness 10.847436904907227
==> Epoch 22/2000
==> Test
Train Loss 2.0019454956054688	 Train Accuracy (%): 29.020000457763672 	 Test Accuracy (%): 29.81999969482422	 gHg: 0.06940419971942902	 smoothness 3.1264562606811523	 sharpness 11.721016883850098
==> Epoch 23/2000
==> Test
Train Loss 1.9957391023635864	 Train Accuracy (%): 29.440000534057617 	 Test Accuracy (%): 29.940000534057617	 gHg: 0.0716448426246643	 smoothness 3.8481714725494385	 sharpness 12.14892864227295
==> Epoch 24/2000
==> Test
Train Loss 1.9891103506088257	 Train Accuracy (%): 30.399999618530273 	 Test Accuracy (%): 30.15999984741211	 gHg: 0.0459059402346611	 smoothness 3.835369348526001	 sharpness 12.551010131835938
==> Epoch 25/2000
==> Test
Train Loss 1.978039264678955	 Train Accuracy (%): 29.360000610351562 	 Test Accuracy (%): 30.43000030517578	 gHg: 0.07235945761203766	 smoothness 3.5157227516174316	 sharpness 12.991538047790527
==> Epoch 26/2000
==> Test
Train Loss 1.9796637296676636	 Train Accuracy (%): 29.18000030517578 	 Test Accuracy (%): 30.6200008392334	 gHg: 0.06989817321300507	 smoothness 3.8421080112457275	 sharpness 13.57494068145752
==> Epoch 27/2000
==> Test
Train Loss 1.9689695835113525	 Train Accuracy (%): 30.639999389648438 	 Test Accuracy (%): 30.75	 gHg: 0.08757532387971878	 smoothness 4.274587154388428	 sharpness 14.088126182556152
==> Epoch 28/2000
==> Test
Train Loss 1.9609837532043457	 Train Accuracy (%): 30.719999313354492 	 Test Accuracy (%): 30.899999618530273	 gHg: 0.09793644398450851	 smoothness 4.414316654205322	 sharpness 14.254380226135254
==> Epoch 29/2000
==> Test
Train Loss 1.9608466625213623	 Train Accuracy (%): 30.700000762939453 	 Test Accuracy (%): 30.989999771118164	 gHg: 0.0479835569858551	 smoothness 4.772486209869385	 sharpness 14.944693565368652
==> Epoch 30/2000
==> Test
Train Loss 1.9548083543777466	 Train Accuracy (%): 29.799999237060547 	 Test Accuracy (%): 31.1200008392334	 gHg: 0.09290421009063721	 smoothness 4.611854553222656	 sharpness 15.454298973083496
==> Epoch 31/2000
==> Test
Train Loss 1.9461244344711304	 Train Accuracy (%): 31.579999923706055 	 Test Accuracy (%): 31.34000015258789	 gHg: 0.08202629536390305	 smoothness 4.91910457611084	 sharpness 15.891453742980957
==> Epoch 32/2000
==> Test
Train Loss 1.941039800643921	 Train Accuracy (%): 31.0 	 Test Accuracy (%): 31.309999465942383	 gHg: 0.1976904273033142	 smoothness 5.3267903327941895	 sharpness 16.303333282470703
==> Epoch 33/2000
==> Test
Train Loss 1.9398126602172852	 Train Accuracy (%): 31.959999084472656 	 Test Accuracy (%): 31.68000030517578	 gHg: 0.2847239375114441	 smoothness 6.947797775268555	 sharpness 16.19000816345215
==> Epoch 34/2000
==> Test
Train Loss 1.934676170349121	 Train Accuracy (%): 31.68000030517578 	 Test Accuracy (%): 31.780000686645508	 gHg: 0.19524773955345154	 smoothness 6.888547897338867	 sharpness 16.861553192138672
==> Epoch 35/2000
==> Test
Train Loss 1.9275816679000854	 Train Accuracy (%): 31.700000762939453 	 Test Accuracy (%): 32.060001373291016	 gHg: 0.23453913629055023	 smoothness 6.96268367767334	 sharpness 17.319236755371094
==> Epoch 36/2000
==> Test
Train Loss 1.9269028902053833	 Train Accuracy (%): 31.760000228881836 	 Test Accuracy (%): 32.16999816894531	 gHg: 0.3893338441848755	 smoothness 7.364528656005859	 sharpness 17.27891731262207
==> Epoch 37/2000
==> Test
Train Loss 1.921863317489624	 Train Accuracy (%): 32.34000015258789 	 Test Accuracy (%): 32.380001068115234	 gHg: 0.38992494344711304	 smoothness 8.681574821472168	 sharpness 18.315404891967773
==> Epoch 38/2000
==> Test
Train Loss 1.9209299087524414	 Train Accuracy (%): 31.6200008392334 	 Test Accuracy (%): 32.439998626708984	 gHg: 0.24110664427280426	 smoothness 7.620264530181885	 sharpness 18.104352951049805
==> Epoch 39/2000
==> Test
Train Loss 1.9189273118972778	 Train Accuracy (%): 32.34000015258789 	 Test Accuracy (%): 32.540000915527344	 gHg: 0.23335060477256775	 smoothness 6.89424467086792	 sharpness 18.948265075683594
==> Epoch 40/2000
==> Test
Train Loss 1.9141861200332642	 Train Accuracy (%): 32.15999984741211 	 Test Accuracy (%): 32.81999969482422	 gHg: 0.2685248851776123	 smoothness 7.063796043395996	 sharpness 18.45625114440918
==> Epoch 41/2000
==> Test
Train Loss 1.9090248346328735	 Train Accuracy (%): 32.15999984741211 	 Test Accuracy (%): 32.86000061035156	 gHg: 0.22520387172698975	 smoothness 7.514235019683838	 sharpness 18.616212844848633
==> Epoch 42/2000
==> Test
Train Loss 1.9054034948349	 Train Accuracy (%): 32.560001373291016 	 Test Accuracy (%): 33.04999923706055	 gHg: 0.23775428533554077	 smoothness 7.191939353942871	 sharpness 19.201919555664062
==> Epoch 43/2000
==> Test
Train Loss 1.8987210988998413	 Train Accuracy (%): 32.7400016784668 	 Test Accuracy (%): 33.18000030517578	 gHg: 0.3945591449737549	 smoothness 7.8563714027404785	 sharpness 19.75124168395996
==> Epoch 44/2000
==> Test
Train Loss 1.8975898027420044	 Train Accuracy (%): 33.040000915527344 	 Test Accuracy (%): 33.34000015258789	 gHg: 0.5310518145561218	 smoothness 8.713537216186523	 sharpness 19.80649757385254
==> Epoch 45/2000
==> Test
Train Loss 1.9031671285629272	 Train Accuracy (%): 32.560001373291016 	 Test Accuracy (%): 33.31999969482422	 gHg: 0.768446683883667	 smoothness 9.813087463378906	 sharpness 20.405290603637695
==> Epoch 46/2000
==> Test
Train Loss 1.8914525508880615	 Train Accuracy (%): 32.400001525878906 	 Test Accuracy (%): 33.470001220703125	 gHg: 0.9301803112030029	 smoothness 10.516504287719727	 sharpness 20.285663604736328
==> Epoch 47/2000
==> Test
Train Loss 1.8907045125961304	 Train Accuracy (%): 32.63999938964844 	 Test Accuracy (%): 33.56999969482422	 gHg: 1.0306147336959839	 smoothness 10.767735481262207	 sharpness 20.866641998291016
==> Epoch 48/2000
==> Test
Train Loss 1.884718418121338	 Train Accuracy (%): 32.7599983215332 	 Test Accuracy (%): 33.529998779296875	 gHg: 1.3290636539459229	 smoothness 11.627187728881836	 sharpness 20.775768280029297
==> Epoch 49/2000
==> Test
Train Loss 1.882624626159668	 Train Accuracy (%): 33.439998626708984 	 Test Accuracy (%): 33.97999954223633	 gHg: 1.4214797019958496	 smoothness 12.1796875	 sharpness 21.146514892578125
==> Epoch 50/2000
==> Test
Train Loss 1.8772380352020264	 Train Accuracy (%): 33.81999969482422 	 Test Accuracy (%): 33.81999969482422	 gHg: 1.4565304517745972	 smoothness 12.254508018493652	 sharpness 21.35369300842285
==> Epoch 51/2000
==> Test
Train Loss 1.880063533782959	 Train Accuracy (%): 32.86000061035156 	 Test Accuracy (%): 34.04999923706055	 gHg: 1.452540636062622	 smoothness 12.444948196411133	 sharpness 22.05881690979004
==> Epoch 52/2000
==> Test
Train Loss 1.8705382347106934	 Train Accuracy (%): 33.560001373291016 	 Test Accuracy (%): 33.91999816894531	 gHg: 2.296731472015381	 smoothness 13.885615348815918	 sharpness 22.073083877563477
==> Epoch 53/2000
==> Test
Train Loss 1.8728923797607422	 Train Accuracy (%): 32.959999084472656 	 Test Accuracy (%): 34.150001525878906	 gHg: 4.898915767669678	 smoothness 16.532941818237305	 sharpness 22.543750762939453
==> Epoch 54/2000
==> Test
Train Loss 1.8652750253677368	 Train Accuracy (%): 33.79999923706055 	 Test Accuracy (%): 33.84000015258789	 gHg: 7.9223127365112305	 smoothness 18.213441848754883	 sharpness 22.852907180786133
==> Epoch 55/2000
==> Test
Train Loss 1.8691164255142212	 Train Accuracy (%): 34.02000045776367 	 Test Accuracy (%): 34.279998779296875	 gHg: 10.288990020751953	 smoothness 18.46196937561035	 sharpness 23.27828025817871
==> Epoch 56/2000
==> Test
Train Loss 1.8739980459213257	 Train Accuracy (%): 32.900001525878906 	 Test Accuracy (%): 33.9900016784668	 gHg: 12.598993301391602	 smoothness 19.12649917602539	 sharpness 22.875131607055664
==> Epoch 57/2000
==> Test
Train Loss 1.8732880353927612	 Train Accuracy (%): 32.959999084472656 	 Test Accuracy (%): 34.43000030517578	 gHg: 19.532621383666992	 smoothness 20.23535919189453	 sharpness 24.32610321044922
==> Epoch 58/2000
==> Test
Train Loss 1.8805047273635864	 Train Accuracy (%): 33.2599983215332 	 Test Accuracy (%): 34.0	 gHg: 24.8370304107666	 smoothness 20.34416389465332	 sharpness 23.717702865600586
==> Epoch 59/2000
==> Test
Train Loss 1.8910698890686035	 Train Accuracy (%): 32.65999984741211 	 Test Accuracy (%): 34.4900016784668	 gHg: 32.08063507080078	 smoothness 20.358116149902344	 sharpness 24.65829086303711
==> Epoch 60/2000
==> Test
Train Loss 1.8887193202972412	 Train Accuracy (%): 33.18000030517578 	 Test Accuracy (%): 34.380001068115234	 gHg: 34.673194885253906	 smoothness 19.673011779785156	 sharpness 23.551843643188477
==> Epoch 61/2000
==> Test
Train Loss 1.8918081521987915	 Train Accuracy (%): 33.0 	 Test Accuracy (%): 34.59000015258789	 gHg: 25.34703826904297	 smoothness 18.35961151123047	 sharpness 23.940937042236328
==> Epoch 62/2000
==> Test
Train Loss 1.877371907234192	 Train Accuracy (%): 32.2599983215332 	 Test Accuracy (%): 34.970001220703125	 gHg: 20.4498233795166	 smoothness 17.999801635742188	 sharpness 21.214719772338867
==> Epoch 63/2000
==> Test
Train Loss 1.8658068180084229	 Train Accuracy (%): 33.7599983215332 	 Test Accuracy (%): 35.040000915527344	 gHg: 16.427602767944336	 smoothness 18.255826950073242	 sharpness 22.456729888916016
==> Epoch 64/2000
==> Test
Train Loss 1.8537343740463257	 Train Accuracy (%): 33.880001068115234 	 Test Accuracy (%): 35.369998931884766	 gHg: 12.94196605682373	 smoothness 17.90818214416504	 sharpness 20.070579528808594
==> Epoch 65/2000
==> Test
Train Loss 1.8453723192214966	 Train Accuracy (%): 34.36000061035156 	 Test Accuracy (%): 35.5	 gHg: 11.826976776123047	 smoothness 17.973388671875	 sharpness 22.026243209838867
==> Epoch 66/2000
==> Test
Train Loss 1.8501492738723755	 Train Accuracy (%): 34.36000061035156 	 Test Accuracy (%): 35.54999923706055	 gHg: 10.466083526611328	 smoothness 18.12006950378418	 sharpness 20.62864112854004
==> Epoch 67/2000
==> Test
Train Loss 1.8449844121932983	 Train Accuracy (%): 34.400001525878906 	 Test Accuracy (%): 35.650001525878906	 gHg: 10.568717956542969	 smoothness 18.056936264038086	 sharpness 21.992765426635742
==> Epoch 68/2000
==> Test
Train Loss 1.8357945680618286	 Train Accuracy (%): 34.779998779296875 	 Test Accuracy (%): 35.56999969482422	 gHg: 10.037349700927734	 smoothness 18.22987174987793	 sharpness 20.521699905395508
==> Epoch 69/2000
==> Test
Train Loss 1.8412607908248901	 Train Accuracy (%): 35.060001373291016 	 Test Accuracy (%): 35.849998474121094	 gHg: 11.535673141479492	 smoothness 18.541128158569336	 sharpness 22.025484085083008
==> Epoch 70/2000
==> Test
Train Loss 1.8384027481079102	 Train Accuracy (%): 33.79999923706055 	 Test Accuracy (%): 35.939998626708984	 gHg: 11.544692993164062	 smoothness 18.58639907836914	 sharpness 19.715497970581055
==> Epoch 71/2000
==> Test
Train Loss 1.8346341848373413	 Train Accuracy (%): 35.41999816894531 	 Test Accuracy (%): 35.959999084472656	 gHg: 13.370243072509766	 smoothness 18.896286010742188	 sharpness 22.080015182495117
==> Epoch 72/2000
==> Test
Train Loss 1.833371877670288	 Train Accuracy (%): 34.41999816894531 	 Test Accuracy (%): 36.099998474121094	 gHg: 13.0654878616333	 smoothness 18.53274917602539	 sharpness 21.652711868286133
==> Epoch 73/2000
==> Test
Train Loss 1.823326587677002	 Train Accuracy (%): 36.18000030517578 	 Test Accuracy (%): 36.04999923706055	 gHg: 13.493200302124023	 smoothness 18.421730041503906	 sharpness 22.381547927856445
==> Epoch 74/2000
==> Test
Train Loss 1.8183541297912598	 Train Accuracy (%): 35.08000183105469 	 Test Accuracy (%): 36.13999938964844	 gHg: 11.664301872253418	 smoothness 18.144086837768555	 sharpness 21.580333709716797
==> Epoch 75/2000
==> Test
Train Loss 1.8225899934768677	 Train Accuracy (%): 35.380001068115234 	 Test Accuracy (%): 36.189998626708984	 gHg: 12.436277389526367	 smoothness 18.30118751525879	 sharpness 22.180335998535156
==> Epoch 76/2000
==> Test
Train Loss 1.8173136711120605	 Train Accuracy (%): 35.459999084472656 	 Test Accuracy (%): 36.15999984741211	 gHg: 10.987014770507812	 smoothness 18.234352111816406	 sharpness 20.49657440185547
==> Epoch 77/2000
==> Test
Train Loss 1.812543511390686	 Train Accuracy (%): 35.060001373291016 	 Test Accuracy (%): 36.25	 gHg: 11.770649909973145	 smoothness 18.29790496826172	 sharpness 22.159772872924805
==> Epoch 78/2000
==> Test
Train Loss 1.816044569015503	 Train Accuracy (%): 35.099998474121094 	 Test Accuracy (%): 36.43000030517578	 gHg: 13.044307708740234	 smoothness 18.960317611694336	 sharpness 21.84901237487793
==> Epoch 79/2000
==> Test
Train Loss 1.812013864517212	 Train Accuracy (%): 35.41999816894531 	 Test Accuracy (%): 36.43000030517578	 gHg: 13.831671714782715	 smoothness 18.94870948791504	 sharpness 21.78485870361328
==> Epoch 80/2000
==> Test
Train Loss 1.8065414428710938	 Train Accuracy (%): 35.68000030517578 	 Test Accuracy (%): 36.45000076293945	 gHg: 14.306577682495117	 smoothness 18.60947036743164	 sharpness 22.271068572998047
==> Epoch 81/2000
==> Test
Train Loss 1.8117353916168213	 Train Accuracy (%): 35.86000061035156 	 Test Accuracy (%): 36.599998474121094	 gHg: 15.381397247314453	 smoothness 18.810588836669922	 sharpness 22.783130645751953
==> Epoch 82/2000
==> Test
Train Loss 1.8073703050613403	 Train Accuracy (%): 35.279998779296875 	 Test Accuracy (%): 36.52000045776367	 gHg: 15.342534065246582	 smoothness 18.923505783081055	 sharpness 22.245859146118164
==> Epoch 83/2000
==> Test
Train Loss 1.8079451322555542	 Train Accuracy (%): 35.720001220703125 	 Test Accuracy (%): 36.52000045776367	 gHg: 19.750328063964844	 smoothness 19.474939346313477	 sharpness 23.32574462890625
==> Epoch 84/2000
==> Test
Train Loss 1.8113343715667725	 Train Accuracy (%): 35.63999938964844 	 Test Accuracy (%): 36.529998779296875	 gHg: 17.19124984741211	 smoothness 18.989282608032227	 sharpness 22.156198501586914
==> Epoch 85/2000
==> Test
Train Loss 1.8065431118011475	 Train Accuracy (%): 36.279998779296875 	 Test Accuracy (%): 36.880001068115234	 gHg: 17.852184295654297	 smoothness 18.469846725463867	 sharpness 22.906198501586914
==> Epoch 86/2000
==> Test
Train Loss 1.8051069974899292	 Train Accuracy (%): 35.959999084472656 	 Test Accuracy (%): 36.869998931884766	 gHg: 16.135459899902344	 smoothness 18.844818115234375	 sharpness 21.844266891479492
==> Epoch 87/2000
==> Test
Train Loss 1.797221064567566	 Train Accuracy (%): 36.7400016784668 	 Test Accuracy (%): 36.91999816894531	 gHg: 16.395763397216797	 smoothness 18.60685157775879	 sharpness 23.154987335205078
==> Epoch 88/2000
==> Test
Train Loss 1.7940099239349365	 Train Accuracy (%): 36.5 	 Test Accuracy (%): 37.04999923706055	 gHg: 14.352027893066406	 smoothness 18.493289947509766	 sharpness 21.983360290527344
==> Epoch 89/2000
==> Test
Train Loss 1.7886351346969604	 Train Accuracy (%): 37.040000915527344 	 Test Accuracy (%): 37.04999923706055	 gHg: 13.474237442016602	 smoothness 18.230560302734375	 sharpness 22.608598709106445
==> Epoch 90/2000
==> Test
Train Loss 1.7878586053848267	 Train Accuracy (%): 36.41999816894531 	 Test Accuracy (%): 37.290000915527344	 gHg: 11.132144927978516	 smoothness 18.045473098754883	 sharpness 21.35666275024414
==> Epoch 91/2000
==> Test
Train Loss 1.7880468368530273	 Train Accuracy (%): 36.91999816894531 	 Test Accuracy (%): 37.2599983215332	 gHg: 11.33336067199707	 smoothness 18.30570411682129	 sharpness 22.265832901000977
==> Epoch 92/2000
==> Test
Train Loss 1.7769628763198853	 Train Accuracy (%): 36.599998474121094 	 Test Accuracy (%): 37.2400016784668	 gHg: 11.61496353149414	 smoothness 18.483230590820312	 sharpness 22.2399845123291
==> Epoch 93/2000
==> Test
Train Loss 1.774747610092163	 Train Accuracy (%): 37.560001373291016 	 Test Accuracy (%): 37.25	 gHg: 11.105950355529785	 smoothness 18.292985916137695	 sharpness 22.50176239013672
==> Epoch 94/2000
==> Test
Train Loss 1.7677032947540283	 Train Accuracy (%): 37.81999969482422 	 Test Accuracy (%): 37.36000061035156	 gHg: 13.046720504760742	 smoothness 18.68332862854004	 sharpness 22.50994300842285
==> Epoch 95/2000
==> Test
Train Loss 1.7725379467010498	 Train Accuracy (%): 36.84000015258789 	 Test Accuracy (%): 37.439998626708984	 gHg: 13.495661735534668	 smoothness 18.934144973754883	 sharpness 23.714529037475586
==> Epoch 96/2000
==> Test
Train Loss 1.775725245475769	 Train Accuracy (%): 36.65999984741211 	 Test Accuracy (%): 37.599998474121094	 gHg: 16.395898818969727	 smoothness 19.176294326782227	 sharpness 22.97654914855957
==> Epoch 97/2000
==> Test
Train Loss 1.776489019393921	 Train Accuracy (%): 37.31999969482422 	 Test Accuracy (%): 37.68000030517578	 gHg: 14.890600204467773	 smoothness 18.734657287597656	 sharpness 23.814138412475586
==> Epoch 98/2000
==> Test
Train Loss 1.7651804685592651	 Train Accuracy (%): 37.400001525878906 	 Test Accuracy (%): 37.81999969482422	 gHg: 16.233537673950195	 smoothness 18.78754234313965	 sharpness 21.97629165649414
==> Epoch 99/2000
==> Test
Train Loss 1.770997405052185	 Train Accuracy (%): 36.779998779296875 	 Test Accuracy (%): 37.75	 gHg: 19.49691390991211	 smoothness 19.619552612304688	 sharpness 24.66912078857422
==> Epoch 100/2000
==> Test
Train Loss 1.7740334272384644	 Train Accuracy (%): 37.02000045776367 	 Test Accuracy (%): 37.90999984741211	 gHg: 19.362062454223633	 smoothness 19.154125213623047	 sharpness 22.963462829589844
==> Epoch 101/2000
==> Test
Train Loss 1.7718408107757568	 Train Accuracy (%): 37.400001525878906 	 Test Accuracy (%): 37.720001220703125	 gHg: 21.66091537475586	 smoothness 19.155624389648438	 sharpness 24.911523818969727
==> Epoch 102/2000
==> Test
Train Loss 1.7757070064544678	 Train Accuracy (%): 37.02000045776367 	 Test Accuracy (%): 37.9900016784668	 gHg: 19.14757537841797	 smoothness 18.902210235595703	 sharpness 23.238542556762695
==> Epoch 103/2000
==> Test
Train Loss 1.7632968425750732	 Train Accuracy (%): 37.18000030517578 	 Test Accuracy (%): 38.04999923706055	 gHg: 19.486743927001953	 smoothness 18.638635635375977	 sharpness 24.47527503967285
==> Epoch 104/2000
==> Test
Train Loss 1.7530220746994019	 Train Accuracy (%): 38.15999984741211 	 Test Accuracy (%): 38.4900016784668	 gHg: 15.588428497314453	 smoothness 18.427030563354492	 sharpness 22.273117065429688
==> Epoch 105/2000
==> Test
Train Loss 1.7511603832244873	 Train Accuracy (%): 38.36000061035156 	 Test Accuracy (%): 38.31999969482422	 gHg: 14.625070571899414	 smoothness 18.152620315551758	 sharpness 24.225345611572266
==> Epoch 106/2000
==> Test
Train Loss 1.7475937604904175	 Train Accuracy (%): 38.2599983215332 	 Test Accuracy (%): 38.599998474121094	 gHg: 12.281303405761719	 smoothness 18.192729949951172	 sharpness 22.597158432006836
==> Epoch 107/2000
==> Test
Train Loss 1.7444199323654175	 Train Accuracy (%): 38.099998474121094 	 Test Accuracy (%): 38.349998474121094	 gHg: 12.583314895629883	 smoothness 18.258750915527344	 sharpness 24.3155517578125
==> Epoch 108/2000
==> Test
Train Loss 1.749173879623413	 Train Accuracy (%): 37.599998474121094 	 Test Accuracy (%): 38.29999923706055	 gHg: 12.266276359558105	 smoothness 18.628585815429688	 sharpness 23.22071075439453
==> Epoch 109/2000
==> Test
Train Loss 1.7457355260849	 Train Accuracy (%): 38.400001525878906 	 Test Accuracy (%): 38.58000183105469	 gHg: 18.558443069458008	 smoothness 19.67618751525879	 sharpness 25.383773803710938
==> Epoch 110/2000
==> Test
Train Loss 1.7435672283172607	 Train Accuracy (%): 37.959999084472656 	 Test Accuracy (%): 38.38999938964844	 gHg: 16.850574493408203	 smoothness 19.289186477661133	 sharpness 23.85712432861328
==> Epoch 111/2000
==> Test
Train Loss 1.7500832080841064	 Train Accuracy (%): 38.29999923706055 	 Test Accuracy (%): 38.70000076293945	 gHg: 22.0328369140625	 smoothness 19.06955337524414	 sharpness 25.26947593688965
==> Epoch 112/2000
==> Test
Train Loss 1.7488805055618286	 Train Accuracy (%): 37.97999954223633 	 Test Accuracy (%): 38.459999084472656	 gHg: 17.349660873413086	 smoothness 18.913671493530273	 sharpness 21.91228485107422
==> Epoch 113/2000
==> Test
Train Loss 1.7470687627792358	 Train Accuracy (%): 38.08000183105469 	 Test Accuracy (%): 38.599998474121094	 gHg: 24.55069351196289	 smoothness 19.432077407836914	 sharpness 25.412073135375977
==> Epoch 114/2000
==> Test
Train Loss 1.7570717334747314	 Train Accuracy (%): 37.15999984741211 	 Test Accuracy (%): 38.5	 gHg: 20.378833770751953	 smoothness 19.190797805786133	 sharpness 23.52550506591797
==> Epoch 115/2000
==> Test
Train Loss 1.7436012029647827	 Train Accuracy (%): 37.939998626708984 	 Test Accuracy (%): 38.689998626708984	 gHg: 23.831653594970703	 smoothness 19.00343894958496	 sharpness 24.983131408691406
==> Epoch 116/2000
==> Test
Train Loss 1.7509211301803589	 Train Accuracy (%): 37.70000076293945 	 Test Accuracy (%): 38.34000015258789	 gHg: 26.21463394165039	 smoothness 19.92240333557129	 sharpness 22.628232955932617
==> Epoch 117/2000
==> Test
Train Loss 1.746145486831665	 Train Accuracy (%): 37.400001525878906 	 Test Accuracy (%): 38.58000183105469	 gHg: 28.574901580810547	 smoothness 19.6242618560791	 sharpness 25.531265258789062
==> Epoch 118/2000
==> Test
Train Loss 1.7492797374725342	 Train Accuracy (%): 37.18000030517578 	 Test Accuracy (%): 38.349998474121094	 gHg: 27.90444564819336	 smoothness 19.174758911132812	 sharpness 22.654815673828125
==> Epoch 119/2000
==> Test
Train Loss 1.7479826211929321	 Train Accuracy (%): 37.18000030517578 	 Test Accuracy (%): 38.720001220703125	 gHg: 26.08060646057129	 smoothness 19.03472328186035	 sharpness 25.582592010498047
==> Epoch 120/2000
==> Test
Train Loss 1.7409310340881348	 Train Accuracy (%): 37.65999984741211 	 Test Accuracy (%): 38.630001068115234	 gHg: 22.656719207763672	 smoothness 18.721721649169922	 sharpness 22.12086296081543
==> Epoch 121/2000
==> Test
Train Loss 1.7364753484725952	 Train Accuracy (%): 38.08000183105469 	 Test Accuracy (%): 39.060001373291016	 gHg: 20.403295516967773	 smoothness 18.425800323486328	 sharpness 24.852367401123047
==> Epoch 122/2000
==> Test
Train Loss 1.7360910177230835	 Train Accuracy (%): 37.900001525878906 	 Test Accuracy (%): 38.650001525878906	 gHg: 16.9010009765625	 smoothness 18.587980270385742	 sharpness 22.71442985534668
==> Epoch 123/2000
==> Test
Train Loss 1.72514808177948	 Train Accuracy (%): 38.380001068115234 	 Test Accuracy (%): 39.209999084472656	 gHg: 16.016878128051758	 smoothness 18.281970977783203	 sharpness 24.000947952270508
==> Epoch 124/2000
==> Test
Train Loss 1.7192832231521606	 Train Accuracy (%): 38.63999938964844 	 Test Accuracy (%): 38.91999816894531	 gHg: 11.744185447692871	 smoothness 17.853235244750977	 sharpness 23.50196075439453
==> Epoch 125/2000
==> Test
Train Loss 1.7090421915054321	 Train Accuracy (%): 39.36000061035156 	 Test Accuracy (%): 39.20000076293945	 gHg: 11.79826831817627	 smoothness 17.691131591796875	 sharpness 23.71928596496582
==> Epoch 126/2000
==> Test
Train Loss 1.7129013538360596	 Train Accuracy (%): 38.400001525878906 	 Test Accuracy (%): 38.95000076293945	 gHg: 10.031076431274414	 smoothness 18.021757125854492	 sharpness 24.939563751220703
==> Epoch 127/2000
==> Test
Train Loss 1.709014892578125	 Train Accuracy (%): 38.81999969482422 	 Test Accuracy (%): 39.060001373291016	 gHg: 15.998101234436035	 smoothness 19.442108154296875	 sharpness 24.250049591064453
==> Epoch 128/2000
==> Test
Train Loss 1.7137677669525146	 Train Accuracy (%): 38.79999923706055 	 Test Accuracy (%): 38.79999923706055	 gHg: 15.570231437683105	 smoothness 19.38625717163086	 sharpness 26.30760383605957
==> Epoch 129/2000
==> Test
Train Loss 1.7208218574523926	 Train Accuracy (%): 39.41999816894531 	 Test Accuracy (%): 38.869998931884766	 gHg: 27.24364471435547	 smoothness 20.295623779296875	 sharpness 25.64766502380371
==> Epoch 130/2000
==> Test
Train Loss 1.7281066179275513	 Train Accuracy (%): 37.81999969482422 	 Test Accuracy (%): 38.130001068115234	 gHg: 24.95216178894043	 smoothness 19.983707427978516	 sharpness 27.16239356994629
==> Epoch 131/2000
==> Test
Train Loss 1.7247700691223145	 Train Accuracy (%): 38.15999984741211 	 Test Accuracy (%): 38.810001373291016	 gHg: 32.44231414794922	 smoothness 19.494327545166016	 sharpness 25.598894119262695
==> Epoch 132/2000
==> Test
Train Loss 1.7262556552886963	 Train Accuracy (%): 37.41999816894531 	 Test Accuracy (%): 38.439998626708984	 gHg: 22.904062271118164	 smoothness 18.763395309448242	 sharpness 27.04674530029297
==> Epoch 133/2000
==> Test
Train Loss 1.7161965370178223	 Train Accuracy (%): 38.02000045776367 	 Test Accuracy (%): 38.79999923706055	 gHg: 22.866790771484375	 smoothness 18.467222213745117	 sharpness 24.76042938232422
==> Epoch 134/2000
==> Test
Train Loss 1.711933970451355	 Train Accuracy (%): 38.040000915527344 	 Test Accuracy (%): 38.720001220703125	 gHg: 20.446096420288086	 smoothness 18.98414421081543	 sharpness 26.3448429107666
==> Epoch 135/2000
==> Test
Train Loss 1.7130531072616577	 Train Accuracy (%): 39.099998474121094 	 Test Accuracy (%): 39.2599983215332	 gHg: 22.09156036376953	 smoothness 18.701749801635742	 sharpness 24.945314407348633
==> Epoch 136/2000
==> Test
Train Loss 1.7009031772613525	 Train Accuracy (%): 39.31999969482422 	 Test Accuracy (%): 39.08000183105469	 gHg: 14.652005195617676	 smoothness 18.203144073486328	 sharpness 25.304506301879883
==> Epoch 137/2000
==> Test
Train Loss 1.7029322385787964	 Train Accuracy (%): 39.099998474121094 	 Test Accuracy (%): 39.380001068115234	 gHg: 15.671717643737793	 smoothness 18.10506820678711	 sharpness 24.383176803588867
==> Epoch 138/2000
==> Test
Train Loss 1.6925835609436035	 Train Accuracy (%): 39.15999984741211 	 Test Accuracy (%): 39.47999954223633	 gHg: 13.369653701782227	 smoothness 18.568317413330078	 sharpness 24.58419418334961
==> Epoch 139/2000
==> Test
Train Loss 1.6986318826675415	 Train Accuracy (%): 40.2400016784668 	 Test Accuracy (%): 39.43000030517578	 gHg: 19.158374786376953	 smoothness 19.443817138671875	 sharpness 24.76251983642578
==> Epoch 140/2000
==> Test
Train Loss 1.7006691694259644	 Train Accuracy (%): 39.040000915527344 	 Test Accuracy (%): 39.310001373291016	 gHg: 18.074871063232422	 smoothness 19.420656204223633	 sharpness 25.777799606323242
==> Epoch 141/2000
==> Test
Train Loss 1.6937978267669678	 Train Accuracy (%): 40.20000076293945 	 Test Accuracy (%): 39.33000183105469	 gHg: 25.121013641357422	 smoothness 19.469654083251953	 sharpness 25.439699172973633
==> Epoch 142/2000
==> Test
Train Loss 1.7038079500198364	 Train Accuracy (%): 39.119998931884766 	 Test Accuracy (%): 39.2400016784668	 gHg: 25.485937118530273	 smoothness 19.57996368408203	 sharpness 27.00588607788086
==> Epoch 143/2000
==> Test
Train Loss 1.702349066734314	 Train Accuracy (%): 40.20000076293945 	 Test Accuracy (%): 39.220001220703125	 gHg: 27.611400604248047	 smoothness 19.32095718383789	 sharpness 25.5427188873291
==> Epoch 144/2000
==> Test
Train Loss 1.7097193002700806	 Train Accuracy (%): 38.540000915527344 	 Test Accuracy (%): 39.45000076293945	 gHg: 35.26055145263672	 smoothness 19.920841217041016	 sharpness 26.876466751098633
==> Epoch 145/2000
==> Test
Train Loss 1.7192314863204956	 Train Accuracy (%): 38.7599983215332 	 Test Accuracy (%): 39.279998779296875	 gHg: 30.321365356445312	 smoothness 19.269468307495117	 sharpness 26.201332092285156
==> Epoch 146/2000
==> Test
Train Loss 1.7090014219284058	 Train Accuracy (%): 39.15999984741211 	 Test Accuracy (%): 39.400001525878906	 gHg: 31.81122398376465	 smoothness 18.789817810058594	 sharpness 25.30666160583496
==> Epoch 147/2000
==> Test
Train Loss 1.707558035850525	 Train Accuracy (%): 39.279998779296875 	 Test Accuracy (%): 39.52000045776367	 gHg: 21.204978942871094	 smoothness 18.45254898071289	 sharpness 24.744192123413086
==> Epoch 148/2000
==> Test
Train Loss 1.690738320350647	 Train Accuracy (%): 39.599998474121094 	 Test Accuracy (%): 39.779998779296875	 gHg: 23.41851043701172	 smoothness 18.351573944091797	 sharpness 24.11627197265625
==> Epoch 149/2000
==> Test
Train Loss 1.6995947360992432	 Train Accuracy (%): 38.939998626708984 	 Test Accuracy (%): 39.66999816894531	 gHg: 18.503190994262695	 smoothness 18.86557388305664	 sharpness 24.665386199951172
==> Epoch 150/2000
==> Test
Train Loss 1.687504529953003	 Train Accuracy (%): 40.040000915527344 	 Test Accuracy (%): 39.810001373291016	 gHg: 22.53420639038086	 smoothness 18.91161346435547	 sharpness 23.780065536499023
==> Epoch 151/2000
==> Test
Train Loss 1.6883749961853027	 Train Accuracy (%): 39.84000015258789 	 Test Accuracy (%): 39.54999923706055	 gHg: 21.156139373779297	 smoothness 19.34836769104004	 sharpness 26.322940826416016
==> Epoch 152/2000
==> Test
Train Loss 1.6847410202026367	 Train Accuracy (%): 39.36000061035156 	 Test Accuracy (%): 39.7599983215332	 gHg: 23.662851333618164	 smoothness 18.900165557861328	 sharpness 24.118223190307617
==> Epoch 153/2000
==> Test
Train Loss 1.6843653917312622	 Train Accuracy (%): 39.08000183105469 	 Test Accuracy (%): 39.220001220703125	 gHg: 27.031505584716797	 smoothness 19.448646545410156	 sharpness 27.179166793823242
==> Epoch 154/2000
==> Test
Train Loss 1.6931440830230713	 Train Accuracy (%): 39.2400016784668 	 Test Accuracy (%): 39.939998626708984	 gHg: 24.953968048095703	 smoothness 19.384334564208984	 sharpness 24.528718948364258
==> Epoch 155/2000
==> Test
Train Loss 1.6884799003601074	 Train Accuracy (%): 39.279998779296875 	 Test Accuracy (%): 38.90999984741211	 gHg: 31.914794921875	 smoothness 19.464984893798828	 sharpness 27.39032745361328
==> Epoch 156/2000
==> Test
Train Loss 1.6834298372268677	 Train Accuracy (%): 38.880001068115234 	 Test Accuracy (%): 39.97999954223633	 gHg: 22.522357940673828	 smoothness 18.936832427978516	 sharpness 23.8865909576416
==> Epoch 157/2000
==> Test
Train Loss 1.6870481967926025	 Train Accuracy (%): 38.91999816894531 	 Test Accuracy (%): 38.93000030517578	 gHg: 26.680736541748047	 smoothness 18.60010528564453	 sharpness 26.347484588623047
==> Epoch 158/2000
==> Test
Train Loss 1.6854777336120605	 Train Accuracy (%): 39.97999954223633 	 Test Accuracy (%): 40.22999954223633	 gHg: 19.190229415893555	 smoothness 18.736391067504883	 sharpness 23.636444091796875
==> Epoch 159/2000
==> Test
Train Loss 1.6778637170791626	 Train Accuracy (%): 40.08000183105469 	 Test Accuracy (%): 39.349998474121094	 gHg: 23.65420913696289	 smoothness 18.781171798706055	 sharpness 25.34036636352539
==> Epoch 160/2000
==> Test
Train Loss 1.6791625022888184	 Train Accuracy (%): 38.959999084472656 	 Test Accuracy (%): 40.06999969482422	 gHg: 24.368778228759766	 smoothness 19.49852180480957	 sharpness 24.169118881225586
==> Epoch 161/2000
==> Test
Train Loss 1.6881953477859497	 Train Accuracy (%): 39.15999984741211 	 Test Accuracy (%): 38.97999954223633	 gHg: 31.99870491027832	 smoothness 19.919584274291992	 sharpness 25.082361221313477
==> Epoch 162/2000
==> Test
Train Loss 1.6931486129760742	 Train Accuracy (%): 39.040000915527344 	 Test Accuracy (%): 39.47999954223633	 gHg: 44.217105865478516	 smoothness 20.657398223876953	 sharpness 27.270570755004883
==> Epoch 163/2000
==> Test
Train Loss 1.7038828134536743	 Train Accuracy (%): 38.34000015258789 	 Test Accuracy (%): 38.27000045776367	 gHg: 47.27571487426758	 smoothness 20.094295501708984	 sharpness 25.283693313598633
==> Epoch 164/2000
==> Test
Train Loss 1.711411952972412	 Train Accuracy (%): 38.47999954223633 	 Test Accuracy (%): 39.52000045776367	 gHg: 58.72563934326172	 smoothness 19.788734436035156	 sharpness 28.359304428100586
==> Epoch 165/2000
==> Test
Train Loss 1.7188353538513184	 Train Accuracy (%): 37.41999816894531 	 Test Accuracy (%): 39.0099983215332	 gHg: 39.96507263183594	 smoothness 18.722932815551758	 sharpness 24.201717376708984
==> Epoch 166/2000
==> Test
Train Loss 1.6836552619934082	 Train Accuracy (%): 40.459999084472656 	 Test Accuracy (%): 40.0	 gHg: 34.992698669433594	 smoothness 17.91444969177246	 sharpness 25.57660484313965
==> Epoch 167/2000
==> Test
Train Loss 1.6769508123397827	 Train Accuracy (%): 39.779998779296875 	 Test Accuracy (%): 39.90999984741211	 gHg: 19.50164222717285	 smoothness 17.837337493896484	 sharpness 22.193056106567383
==> Epoch 168/2000
==> Test
Train Loss 1.6577855348587036	 Train Accuracy (%): 41.060001373291016 	 Test Accuracy (%): 40.2400016784668	 gHg: 17.6318416595459	 smoothness 17.565942764282227	 sharpness 23.659008026123047
==> Epoch 169/2000
==> Test
Train Loss 1.6628203392028809	 Train Accuracy (%): 41.02000045776367 	 Test Accuracy (%): 40.060001373291016	 gHg: 13.792414665222168	 smoothness 18.34724235534668	 sharpness 22.195785522460938
==> Epoch 170/2000
==> Test
Train Loss 1.6559391021728516	 Train Accuracy (%): 41.619998931884766 	 Test Accuracy (%): 40.29999923706055	 gHg: 20.295480728149414	 smoothness 19.306110382080078	 sharpness 24.322298049926758
==> Epoch 171/2000
==> Test
Train Loss 1.656497836112976	 Train Accuracy (%): 40.7599983215332 	 Test Accuracy (%): 39.900001525878906	 gHg: 17.250770568847656	 smoothness 19.25783348083496	 sharpness 22.854421615600586
==> Epoch 172/2000
==> Test
Train Loss 1.6620579957962036	 Train Accuracy (%): 41.400001525878906 	 Test Accuracy (%): 39.970001220703125	 gHg: 31.97150230407715	 smoothness 20.247835159301758	 sharpness 26.283859252929688
==> Epoch 173/2000
==> Test
Train Loss 1.6748472452163696	 Train Accuracy (%): 40.400001525878906 	 Test Accuracy (%): 39.97999954223633	 gHg: 24.705692291259766	 smoothness 19.65520477294922	 sharpness 22.432085037231445
==> Epoch 174/2000
==> Test
Train Loss 1.6633927822113037	 Train Accuracy (%): 41.63999938964844 	 Test Accuracy (%): 40.11000061035156	 gHg: 35.23944854736328	 smoothness 19.312923431396484	 sharpness 26.132307052612305
==> Epoch 175/2000
==> Test
Train Loss 1.6743834018707275	 Train Accuracy (%): 39.81999969482422 	 Test Accuracy (%): 40.040000915527344	 gHg: 28.2406063079834	 smoothness 19.521595001220703	 sharpness 23.591360092163086
==> Epoch 176/2000
==> Test
Train Loss 1.6694051027297974	 Train Accuracy (%): 40.900001525878906 	 Test Accuracy (%): 39.84000015258789	 gHg: 35.7430534362793	 smoothness 19.22663116455078	 sharpness 26.776519775390625
==> Epoch 177/2000
==> Test
Train Loss 1.6686497926712036	 Train Accuracy (%): 41.060001373291016 	 Test Accuracy (%): 40.06999969482422	 gHg: 25.58761215209961	 smoothness 18.958948135375977	 sharpness 23.899389266967773
==> Epoch 178/2000
==> Test
Train Loss 1.6577199697494507	 Train Accuracy (%): 41.02000045776367 	 Test Accuracy (%): 40.04999923706055	 gHg: 28.622760772705078	 smoothness 18.688291549682617	 sharpness 26.690349578857422
==> Epoch 179/2000
==> Test
Train Loss 1.6612530946731567	 Train Accuracy (%): 41.220001220703125 	 Test Accuracy (%): 40.060001373291016	 gHg: 22.166757583618164	 smoothness 19.022401809692383	 sharpness 23.005125045776367
==> Epoch 180/2000
==> Test
Train Loss 1.652087688446045	 Train Accuracy (%): 41.560001373291016 	 Test Accuracy (%): 40.22999954223633	 gHg: 28.256092071533203	 smoothness 19.134994506835938	 sharpness 27.269039154052734
==> Epoch 181/2000
==> Test
Train Loss 1.6624703407287598	 Train Accuracy (%): 41.08000183105469 	 Test Accuracy (%): 40.2400016784668	 gHg: 20.553295135498047	 smoothness 18.843955993652344	 sharpness 23.3927059173584
==> Epoch 182/2000
==> Test
Train Loss 1.6577069759368896	 Train Accuracy (%): 41.41999816894531 	 Test Accuracy (%): 40.279998779296875	 gHg: 23.365140914916992	 smoothness 18.556461334228516	 sharpness 26.92691993713379
==> Epoch 183/2000
==> Test
Train Loss 1.652655839920044	 Train Accuracy (%): 41.65999984741211 	 Test Accuracy (%): 40.45000076293945	 gHg: 17.356334686279297	 smoothness 18.79129981994629	 sharpness 23.8624324798584
==> Epoch 184/2000
==> Test
Train Loss 1.6376066207885742	 Train Accuracy (%): 41.2400016784668 	 Test Accuracy (%): 40.2400016784668	 gHg: 24.770923614501953	 smoothness 18.878173828125	 sharpness 27.35750961303711
==> Epoch 185/2000
==> Test
Train Loss 1.6481376886367798	 Train Accuracy (%): 40.91999816894531 	 Test Accuracy (%): 40.2599983215332	 gHg: 19.92797088623047	 smoothness 19.243213653564453	 sharpness 24.821102142333984
==> Epoch 186/2000
==> Test
Train Loss 1.6413812637329102	 Train Accuracy (%): 40.97999954223633 	 Test Accuracy (%): 40.20000076293945	 gHg: 28.671751022338867	 smoothness 19.24405860900879	 sharpness 27.540895462036133
==> Epoch 187/2000
==> Test
Train Loss 1.650994896888733	 Train Accuracy (%): 40.91999816894531 	 Test Accuracy (%): 40.119998931884766	 gHg: 22.440723419189453	 smoothness 19.326622009277344	 sharpness 25.952119827270508
==> Epoch 188/2000
==> Test
Train Loss 1.651619553565979	 Train Accuracy (%): 40.31999969482422 	 Test Accuracy (%): 40.099998474121094	 gHg: 34.662872314453125	 smoothness 19.678632736206055	 sharpness 27.228490829467773
==> Epoch 189/2000
==> Test
Train Loss 1.6652700901031494	 Train Accuracy (%): 40.040000915527344 	 Test Accuracy (%): 39.7400016784668	 gHg: 28.971534729003906	 smoothness 19.809837341308594	 sharpness 26.349245071411133
==> Epoch 190/2000
==> Test
Train Loss 1.657718300819397	 Train Accuracy (%): 40.5 	 Test Accuracy (%): 40.279998779296875	 gHg: 40.49470901489258	 smoothness 19.72098159790039	 sharpness 26.88206672668457
==> Epoch 191/2000
==> Test
Train Loss 1.6585201025009155	 Train Accuracy (%): 39.58000183105469 	 Test Accuracy (%): 39.810001373291016	 gHg: 34.19542694091797	 smoothness 19.38860321044922	 sharpness 26.269975662231445
==> Epoch 192/2000
==> Test
Train Loss 1.6530802249908447	 Train Accuracy (%): 39.81999969482422 	 Test Accuracy (%): 40.40999984741211	 gHg: 37.62661361694336	 smoothness 19.076725006103516	 sharpness 25.78839874267578
==> Epoch 193/2000
==> Test
Train Loss 1.6458520889282227	 Train Accuracy (%): 40.279998779296875 	 Test Accuracy (%): 39.70000076293945	 gHg: 28.70154571533203	 smoothness 18.587169647216797	 sharpness 25.445432662963867
==> Epoch 194/2000
==> Test
Train Loss 1.6514638662338257	 Train Accuracy (%): 40.619998931884766 	 Test Accuracy (%): 40.70000076293945	 gHg: 25.65538215637207	 smoothness 18.309114456176758	 sharpness 25.697616577148438
==> Epoch 195/2000
==> Test
Train Loss 1.6395336389541626	 Train Accuracy (%): 40.63999938964844 	 Test Accuracy (%): 40.15999984741211	 gHg: 21.165821075439453	 smoothness 18.598535537719727	 sharpness 23.744441986083984
==> Epoch 196/2000
==> Test
Train Loss 1.6367391347885132	 Train Accuracy (%): 41.02000045776367 	 Test Accuracy (%): 40.79999923706055	 gHg: 19.79547882080078	 smoothness 18.373931884765625	 sharpness 25.388835906982422
==> Epoch 197/2000
==> Test
Train Loss 1.6333460807800293	 Train Accuracy (%): 41.959999084472656 	 Test Accuracy (%): 40.41999816894531	 gHg: 17.691762924194336	 smoothness 18.477155685424805	 sharpness 23.470447540283203
==> Epoch 198/2000
==> Test
Train Loss 1.6373844146728516	 Train Accuracy (%): 41.459999084472656 	 Test Accuracy (%): 40.939998626708984	 gHg: 18.677989959716797	 smoothness 18.782154083251953	 sharpness 26.000844955444336
==> Epoch 199/2000
==> Test
Train Loss 1.625227689743042	 Train Accuracy (%): 41.81999969482422 	 Test Accuracy (%): 40.099998474121094	 gHg: 18.104034423828125	 smoothness 18.6240291595459	 sharpness 23.683191299438477
==> Epoch 200/2000
==> Test
Train Loss 1.6223865747451782	 Train Accuracy (%): 41.68000030517578 	 Test Accuracy (%): 41.2400016784668	 gHg: 17.62887191772461	 smoothness 18.687936782836914	 sharpness 26.099470138549805
==> Epoch 201/2000
==> Test
Train Loss 1.6253126859664917	 Train Accuracy (%): 43.0 	 Test Accuracy (%): 40.15999984741211	 gHg: 19.55230712890625	 smoothness 19.092327117919922	 sharpness 23.52547264099121
==> Epoch 202/2000
==> Test
Train Loss 1.6190459728240967	 Train Accuracy (%): 41.720001220703125 	 Test Accuracy (%): 40.970001220703125	 gHg: 21.325695037841797	 smoothness 19.20076560974121	 sharpness 26.854259490966797
==> Epoch 203/2000
==> Test
Train Loss 1.6331061124801636	 Train Accuracy (%): 41.29999923706055 	 Test Accuracy (%): 40.029998779296875	 gHg: 24.79994773864746	 smoothness 19.536901473999023	 sharpness 23.19394874572754
==> Epoch 204/2000
==> Test
Train Loss 1.6356329917907715	 Train Accuracy (%): 41.52000045776367 	 Test Accuracy (%): 40.849998474121094	 gHg: 29.866140365600586	 smoothness 19.738855361938477	 sharpness 28.156641006469727
==> Epoch 205/2000
==> Test
Train Loss 1.6387461423873901	 Train Accuracy (%): 40.959999084472656 	 Test Accuracy (%): 39.95000076293945	 gHg: 29.991662979125977	 smoothness 19.533184051513672	 sharpness 23.408884048461914
==> Epoch 206/2000
==> Test
Train Loss 1.6402554512023926	 Train Accuracy (%): 40.380001068115234 	 Test Accuracy (%): 40.619998931884766	 gHg: 35.71976089477539	 smoothness 19.678958892822266	 sharpness 28.227584838867188
==> Epoch 207/2000
==> Test
Train Loss 1.635993242263794	 Train Accuracy (%): 41.02000045776367 	 Test Accuracy (%): 40.08000183105469	 gHg: 30.977493286132812	 smoothness 19.097585678100586	 sharpness 23.028743743896484
==> Epoch 208/2000
==> Test
Train Loss 1.6307188272476196	 Train Accuracy (%): 41.02000045776367 	 Test Accuracy (%): 40.810001373291016	 gHg: 30.18501853942871	 smoothness 18.757827758789062	 sharpness 28.114849090576172
==> Epoch 209/2000
==> Test
Train Loss 1.6327409744262695	 Train Accuracy (%): 41.220001220703125 	 Test Accuracy (%): 40.02000045776367	 gHg: 26.292285919189453	 smoothness 18.749475479125977	 sharpness 23.752511978149414
==> Epoch 210/2000
==> Test
Train Loss 1.6312446594238281	 Train Accuracy (%): 41.7599983215332 	 Test Accuracy (%): 40.77000045776367	 gHg: 32.76636505126953	 smoothness 19.495193481445312	 sharpness 28.898096084594727
==> Epoch 211/2000
==> Test
Train Loss 1.6304388046264648	 Train Accuracy (%): 41.400001525878906 	 Test Accuracy (%): 40.33000183105469	 gHg: 29.136245727539062	 smoothness 19.23687744140625	 sharpness 24.925790786743164
==> Epoch 212/2000
==> Test
Train Loss 1.6294602155685425	 Train Accuracy (%): 41.70000076293945 	 Test Accuracy (%): 40.63999938964844	 gHg: 36.4320068359375	 smoothness 19.243961334228516	 sharpness 29.99136734008789
==> Epoch 213/2000
==> Test
Train Loss 1.636652946472168	 Train Accuracy (%): 41.040000915527344 	 Test Accuracy (%): 40.439998626708984	 gHg: 30.41564178466797	 smoothness 19.25505256652832	 sharpness 25.460084915161133
==> Epoch 214/2000
==> Test
Train Loss 1.6333307027816772	 Train Accuracy (%): 42.15999984741211 	 Test Accuracy (%): 40.130001068115234	 gHg: 52.9670295715332	 smoothness 19.97199058532715	 sharpness 31.511438369750977
==> Epoch 215/2000
==> Test
Train Loss 1.6446521282196045	 Train Accuracy (%): 41.7400016784668 	 Test Accuracy (%): 40.720001220703125	 gHg: 34.012123107910156	 smoothness 19.292512893676758	 sharpness 25.08586311340332
==> Epoch 216/2000
==> Test
Train Loss 1.6268815994262695	 Train Accuracy (%): 42.400001525878906 	 Test Accuracy (%): 40.15999984741211	 gHg: 47.21129608154297	 smoothness 19.177181243896484	 sharpness 30.178829193115234
==> Epoch 217/2000
==> Test
Train Loss 1.6429152488708496	 Train Accuracy (%): 41.619998931884766 	 Test Accuracy (%): 40.93000030517578	 gHg: 36.644344329833984	 smoothness 19.506649017333984	 sharpness 25.808874130249023
==> Epoch 218/2000
==> Test
Train Loss 1.625019907951355	 Train Accuracy (%): 42.439998626708984 	 Test Accuracy (%): 40.70000076293945	 gHg: 41.621192932128906	 smoothness 18.77387237548828	 sharpness 29.23494529724121
==> Epoch 219/2000
==> Test
Train Loss 1.6305814981460571	 Train Accuracy (%): 41.86000061035156 	 Test Accuracy (%): 41.08000183105469	 gHg: 28.946331024169922	 smoothness 18.76313591003418	 sharpness 24.93843650817871
==> Epoch 220/2000
==> Test
Train Loss 1.6216126680374146	 Train Accuracy (%): 42.380001068115234 	 Test Accuracy (%): 40.77000045776367	 gHg: 33.77811813354492	 smoothness 18.73396110534668	 sharpness 27.768051147460938
==> Epoch 221/2000
==> Test
Train Loss 1.6187399625778198	 Train Accuracy (%): 41.29999923706055 	 Test Accuracy (%): 40.95000076293945	 gHg: 24.140743255615234	 smoothness 18.863554000854492	 sharpness 25.62864875793457
==> Epoch 222/2000
==> Test
Train Loss 1.6177797317504883	 Train Accuracy (%): 42.099998474121094 	 Test Accuracy (%): 41.099998474121094	 gHg: 38.78913879394531	 smoothness 19.452800750732422	 sharpness 27.342702865600586
==> Epoch 223/2000
==> Test
Train Loss 1.6322659254074097	 Train Accuracy (%): 41.68000030517578 	 Test Accuracy (%): 40.130001068115234	 gHg: 29.768102645874023	 smoothness 19.493593215942383	 sharpness 24.84721565246582
==> Epoch 224/2000
==> Test
Train Loss 1.6258679628372192	 Train Accuracy (%): 40.97999954223633 	 Test Accuracy (%): 40.97999954223633	 gHg: 47.631614685058594	 smoothness 19.790586471557617	 sharpness 26.405004501342773
==> Epoch 225/2000
==> Test
Train Loss 1.6330126523971558	 Train Accuracy (%): 40.880001068115234 	 Test Accuracy (%): 39.16999816894531	 gHg: 42.53416061401367	 smoothness 19.66160011291504	 sharpness 26.53632354736328
==> Epoch 226/2000
==> Test
Train Loss 1.6426206827163696	 Train Accuracy (%): 40.91999816894531 	 Test Accuracy (%): 41.310001373291016	 gHg: 50.00674057006836	 smoothness 19.2165584564209	 sharpness 26.22216796875
==> Epoch 227/2000
==> Test
Train Loss 1.642763614654541	 Train Accuracy (%): 40.31999969482422 	 Test Accuracy (%): 39.41999816894531	 gHg: 48.289573669433594	 smoothness 19.366947174072266	 sharpness 24.010366439819336
==> Epoch 228/2000
==> Test
Train Loss 1.6445273160934448	 Train Accuracy (%): 40.36000061035156 	 Test Accuracy (%): 40.66999816894531	 gHg: 66.06388854980469	 smoothness 20.09453582763672	 sharpness 27.226383209228516
==> Epoch 229/2000
==> Test
Train Loss 1.6676242351531982	 Train Accuracy (%): 39.279998779296875 	 Test Accuracy (%): 39.0099983215332	 gHg: 63.80883026123047	 smoothness 19.74264144897461	 sharpness 25.289199829101562
==> Epoch 230/2000
==> Test
Train Loss 1.6506105661392212	 Train Accuracy (%): 39.720001220703125 	 Test Accuracy (%): 41.310001373291016	 gHg: 49.85157775878906	 smoothness 18.558086395263672	 sharpness 25.25052261352539
==> Epoch 231/2000
==> Test
Train Loss 1.6350587606430054	 Train Accuracy (%): 41.439998626708984 	 Test Accuracy (%): 40.279998779296875	 gHg: 32.8210334777832	 smoothness 17.834264755249023	 sharpness 22.51889991760254
==> Epoch 232/2000
==> Test
Train Loss 1.618363618850708	 Train Accuracy (%): 42.41999816894531 	 Test Accuracy (%): 41.5099983215332	 gHg: 24.062498092651367	 smoothness 17.83378791809082	 sharpness 23.03777313232422
==> Epoch 233/2000
==> Test
Train Loss 1.590612769126892	 Train Accuracy (%): 42.91999816894531 	 Test Accuracy (%): 40.650001525878906	 gHg: 17.11379623413086	 smoothness 17.734926223754883	 sharpness 21.087581634521484
==> Epoch 234/2000
==> Test
Train Loss 1.5929856300354004	 Train Accuracy (%): 43.29999923706055 	 Test Accuracy (%): 41.470001220703125	 gHg: 14.190549850463867	 smoothness 17.696369171142578	 sharpness 23.01375961303711
==> Epoch 235/2000
==> Test
Train Loss 1.5935828685760498	 Train Accuracy (%): 43.099998474121094 	 Test Accuracy (%): 40.63999938964844	 gHg: 13.961423873901367	 smoothness 18.23690414428711	 sharpness 22.0093994140625
==> Epoch 236/2000
==> Test
Train Loss 1.5935554504394531	 Train Accuracy (%): 42.97999954223633 	 Test Accuracy (%): 41.529998779296875	 gHg: 16.435699462890625	 smoothness 19.05959701538086	 sharpness 24.0764217376709
==> Epoch 237/2000
==> Test
Train Loss 1.5889577865600586	 Train Accuracy (%): 43.08000183105469 	 Test Accuracy (%): 40.63999938964844	 gHg: 18.158170700073242	 smoothness 19.13621711730957	 sharpness 23.189607620239258
==> Epoch 238/2000
==> Test
Train Loss 1.5924642086029053	 Train Accuracy (%): 43.599998474121094 	 Test Accuracy (%): 41.5	 gHg: 24.13039779663086	 smoothness 19.8038387298584	 sharpness 26.115276336669922
==> Epoch 239/2000
==> Test
Train Loss 1.598752498626709	 Train Accuracy (%): 42.2599983215332 	 Test Accuracy (%): 40.06999969482422	 gHg: 27.875316619873047	 smoothness 19.71429443359375	 sharpness 24.260765075683594
==> Epoch 240/2000
==> Test
Train Loss 1.5999138355255127	 Train Accuracy (%): 42.29999923706055 	 Test Accuracy (%): 41.619998931884766	 gHg: 32.43553161621094	 smoothness 19.707075119018555	 sharpness 26.570571899414062
==> Epoch 241/2000
==> Test
Train Loss 1.6071933507919312	 Train Accuracy (%): 42.70000076293945 	 Test Accuracy (%): 39.93000030517578	 gHg: 33.724708557128906	 smoothness 19.638120651245117	 sharpness 24.72705078125
==> Epoch 242/2000
==> Test
Train Loss 1.6098854541778564	 Train Accuracy (%): 42.279998779296875 	 Test Accuracy (%): 41.40999984741211	 gHg: 35.61456298828125	 smoothness 19.51973533630371	 sharpness 26.99879264831543
==> Epoch 243/2000
==> Test
Train Loss 1.617157220840454	 Train Accuracy (%): 42.5 	 Test Accuracy (%): 40.060001373291016	 gHg: 33.476402282714844	 smoothness 19.094039916992188	 sharpness 24.836999893188477
==> Epoch 244/2000
==> Test
Train Loss 1.602041482925415	 Train Accuracy (%): 42.7599983215332 	 Test Accuracy (%): 41.45000076293945	 gHg: 30.519866943359375	 smoothness 18.833545684814453	 sharpness 26.992944717407227
==> Epoch 245/2000
==> Test
Train Loss 1.6069209575653076	 Train Accuracy (%): 42.2400016784668 	 Test Accuracy (%): 40.31999969482422	 gHg: 29.113262176513672	 smoothness 18.987937927246094	 sharpness 24.38520050048828
==> Epoch 246/2000
==> Test
Train Loss 1.594163179397583	 Train Accuracy (%): 42.959999084472656 	 Test Accuracy (%): 41.40999984741211	 gHg: 27.861858367919922	 smoothness 18.968137741088867	 sharpness 27.3942928314209
==> Epoch 247/2000
==> Test
Train Loss 1.5927355289459229	 Train Accuracy (%): 42.720001220703125 	 Test Accuracy (%): 40.38999938964844	 gHg: 26.394123077392578	 smoothness 18.73116683959961	 sharpness 24.77426528930664
==> Epoch 248/2000
==> Test
Train Loss 1.5844155550003052	 Train Accuracy (%): 43.18000030517578 	 Test Accuracy (%): 41.650001525878906	 gHg: 23.026369094848633	 smoothness 18.691587448120117	 sharpness 26.499725341796875
==> Epoch 249/2000
==> Test
Train Loss 1.5835148096084595	 Train Accuracy (%): 42.7599983215332 	 Test Accuracy (%): 40.61000061035156	 gHg: 22.538375854492188	 smoothness 18.536718368530273	 sharpness 24.827754974365234
==> Epoch 250/2000
==> Test
Train Loss 1.5844777822494507	 Train Accuracy (%): 43.060001373291016 	 Test Accuracy (%): 41.81999969482422	 gHg: 20.75466537475586	 smoothness 18.77582359313965	 sharpness 25.92329216003418
==> Epoch 251/2000
==> Test
Train Loss 1.5782110691070557	 Train Accuracy (%): 43.099998474121094 	 Test Accuracy (%): 40.68000030517578	 gHg: 25.59836196899414	 smoothness 19.361209869384766	 sharpness 25.071046829223633
==> Epoch 252/2000
==> Test
Train Loss 1.588161826133728	 Train Accuracy (%): 42.7599983215332 	 Test Accuracy (%): 41.869998931884766	 gHg: 27.108518600463867	 smoothness 19.405996322631836	 sharpness 24.40290641784668
==> Epoch 253/2000
==> Test
Train Loss 1.5815305709838867	 Train Accuracy (%): 43.34000015258789 	 Test Accuracy (%): 40.400001525878906	 gHg: 34.275421142578125	 smoothness 19.878328323364258	 sharpness 25.39708137512207
==> Epoch 254/2000
==> Test
Train Loss 1.6034138202667236	 Train Accuracy (%): 42.52000045776367 	 Test Accuracy (%): 41.400001525878906	 gHg: 48.826969146728516	 smoothness 20.6209659576416	 sharpness 26.674243927001953
==> Epoch 255/2000
==> Test
Train Loss 1.610701560974121	 Train Accuracy (%): 41.97999954223633 	 Test Accuracy (%): 40.529998779296875	 gHg: 48.562625885009766	 smoothness 19.745269775390625	 sharpness 25.62358283996582
==> Epoch 256/2000
==> Test
Train Loss 1.6242966651916504	 Train Accuracy (%): 41.7599983215332 	 Test Accuracy (%): 41.380001068115234	 gHg: 55.086753845214844	 smoothness 19.471227645874023	 sharpness 25.319507598876953
==> Epoch 257/2000
==> Test
Train Loss 1.6218113899230957	 Train Accuracy (%): 41.81999969482422 	 Test Accuracy (%): 40.4900016784668	 gHg: 57.99209213256836	 smoothness 19.55182456970215	 sharpness 28.658414840698242
==> Epoch 258/2000
==> Test
Train Loss 1.6271791458129883	 Train Accuracy (%): 42.13999938964844 	 Test Accuracy (%): 41.13999938964844	 gHg: 54.11882781982422	 smoothness 19.236013412475586	 sharpness 24.844038009643555
==> Epoch 259/2000
==> Test
Train Loss 1.6133064031600952	 Train Accuracy (%): 42.70000076293945 	 Test Accuracy (%): 41.22999954223633	 gHg: 57.828102111816406	 smoothness 19.093833923339844	 sharpness 28.92997169494629
==> Epoch 260/2000
==> Test
Train Loss 1.6211804151535034	 Train Accuracy (%): 42.939998626708984 	 Test Accuracy (%): 41.45000076293945	 gHg: 36.85774230957031	 smoothness 18.439302444458008	 sharpness 23.690053939819336
==> Epoch 261/2000
==> Test
Train Loss 1.5980870723724365	 Train Accuracy (%): 43.560001373291016 	 Test Accuracy (%): 41.459999084472656	 gHg: 37.77898025512695	 smoothness 18.331144332885742	 sharpness 26.49774742126465
==> Epoch 262/2000
==> Test
Train Loss 1.5836527347564697	 Train Accuracy (%): 44.119998931884766 	 Test Accuracy (%): 41.52000045776367	 gHg: 24.353641510009766	 smoothness 18.429418563842773	 sharpness 22.90796661376953
==> Epoch 263/2000
==> Test
Train Loss 1.570876121520996	 Train Accuracy (%): 44.02000045776367 	 Test Accuracy (%): 41.77000045776367	 gHg: 26.424423217773438	 smoothness 18.142658233642578	 sharpness 25.72075080871582
==> Epoch 264/2000
==> Test
Train Loss 1.5752078294754028	 Train Accuracy (%): 43.939998626708984 	 Test Accuracy (%): 41.25	 gHg: 18.84041976928711	 smoothness 18.325868606567383	 sharpness 23.28813934326172
==> Epoch 265/2000
==> Test
Train Loss 1.5729172229766846	 Train Accuracy (%): 44.52000045776367 	 Test Accuracy (%): 41.650001525878906	 gHg: 23.954784393310547	 smoothness 18.74363136291504	 sharpness 25.500078201293945
==> Epoch 266/2000
==> Test
Train Loss 1.574975609779358	 Train Accuracy (%): 44.040000915527344 	 Test Accuracy (%): 41.459999084472656	 gHg: 20.35647964477539	 smoothness 18.962400436401367	 sharpness 24.01349639892578
==> Epoch 267/2000
==> Test
Train Loss 1.571305513381958	 Train Accuracy (%): 44.34000015258789 	 Test Accuracy (%): 41.689998626708984	 gHg: 27.536958694458008	 smoothness 19.162155151367188	 sharpness 26.092365264892578
==> Epoch 268/2000
==> Test
Train Loss 1.577391505241394	 Train Accuracy (%): 44.20000076293945 	 Test Accuracy (%): 41.2400016784668	 gHg: 25.408794403076172	 smoothness 19.706701278686523	 sharpness 24.712879180908203
==> Epoch 269/2000
==> Test
Train Loss 1.5755212306976318	 Train Accuracy (%): 43.400001525878906 	 Test Accuracy (%): 41.4900016784668	 gHg: 40.03022384643555	 smoothness 19.997079849243164	 sharpness 27.58873748779297
==> Epoch 270/2000
==> Test
Train Loss 1.5985636711120605	 Train Accuracy (%): 42.560001373291016 	 Test Accuracy (%): 41.06999969482422	 gHg: 32.788265228271484	 smoothness 19.6646785736084	 sharpness 26.09197998046875
==> Epoch 271/2000
==> Test
Train Loss 1.5791937112808228	 Train Accuracy (%): 44.380001068115234 	 Test Accuracy (%): 41.68000030517578	 gHg: 42.14532470703125	 smoothness 19.3182315826416	 sharpness 26.98857879638672
==> Epoch 272/2000
==> Test
Train Loss 1.5867221355438232	 Train Accuracy (%): 43.91999816894531 	 Test Accuracy (%): 41.11000061035156	 gHg: 33.44742202758789	 smoothness 19.279611587524414	 sharpness 26.01412582397461
==> Epoch 273/2000
==> Test
Train Loss 1.5733509063720703	 Train Accuracy (%): 44.060001373291016 	 Test Accuracy (%): 41.630001068115234	 gHg: 38.54106903076172	 smoothness 19.021087646484375	 sharpness 26.089847564697266
==> Epoch 274/2000
==> Test
Train Loss 1.5868828296661377	 Train Accuracy (%): 43.2599983215332 	 Test Accuracy (%): 40.959999084472656	 gHg: 29.867267608642578	 smoothness 18.979829788208008	 sharpness 26.02444076538086
==> Epoch 275/2000
==> Test
Train Loss 1.5731881856918335	 Train Accuracy (%): 43.720001220703125 	 Test Accuracy (%): 41.59000015258789	 gHg: 34.01643371582031	 smoothness 18.945602416992188	 sharpness 25.620487213134766
==> Epoch 276/2000
==> Test
Train Loss 1.566949725151062	 Train Accuracy (%): 44.439998626708984 	 Test Accuracy (%): 40.849998474121094	 gHg: 26.73064422607422	 smoothness 18.89670753479004	 sharpness 25.723186492919922
==> Epoch 277/2000
==> Test
Train Loss 1.5727033615112305	 Train Accuracy (%): 43.18000030517578 	 Test Accuracy (%): 41.63999938964844	 gHg: 34.589534759521484	 smoothness 19.30187225341797	 sharpness 25.7377986907959
==> Epoch 278/2000
==> Test
Train Loss 1.5825746059417725	 Train Accuracy (%): 43.29999923706055 	 Test Accuracy (%): 40.90999984741211	 gHg: 28.92496681213379	 smoothness 19.24533462524414	 sharpness 25.65105628967285
==> Epoch 279/2000
==> Test
Train Loss 1.5719258785247803	 Train Accuracy (%): 43.41999816894531 	 Test Accuracy (%): 41.720001220703125	 gHg: 34.793704986572266	 smoothness 18.99102210998535	 sharpness 25.728221893310547
==> Epoch 280/2000
==> Test
Train Loss 1.5782233476638794	 Train Accuracy (%): 42.86000061035156 	 Test Accuracy (%): 40.61000061035156	 gHg: 30.960262298583984	 smoothness 19.274700164794922	 sharpness 24.923961639404297
==> Epoch 281/2000
==> Test
Train Loss 1.5783268213272095	 Train Accuracy (%): 42.959999084472656 	 Test Accuracy (%): 41.68000030517578	 gHg: 41.39854431152344	 smoothness 19.683563232421875	 sharpness 27.511503219604492
==> Epoch 282/2000
==> Test
Train Loss 1.5953925848007202	 Train Accuracy (%): 42.939998626708984 	 Test Accuracy (%): 40.45000076293945	 gHg: 42.65013885498047	 smoothness 19.864131927490234	 sharpness 25.07644271850586
==> Epoch 283/2000
==> Test
Train Loss 1.5917434692382812	 Train Accuracy (%): 42.97999954223633 	 Test Accuracy (%): 41.9900016784668	 gHg: 49.17889404296875	 smoothness 19.518218994140625	 sharpness 28.71927261352539
==> Epoch 284/2000
==> Test
Train Loss 1.590888500213623	 Train Accuracy (%): 42.65999984741211 	 Test Accuracy (%): 40.43000030517578	 gHg: 43.672916412353516	 smoothness 19.09292984008789	 sharpness 25.688295364379883
==> Epoch 285/2000
==> Test
Train Loss 1.590590476989746	 Train Accuracy (%): 42.65999984741211 	 Test Accuracy (%): 42.0099983215332	 gHg: 40.37298583984375	 smoothness 18.943479537963867	 sharpness 27.397607803344727
==> Epoch 286/2000
==> Test
Train Loss 1.5715960264205933	 Train Accuracy (%): 43.119998931884766 	 Test Accuracy (%): 40.66999816894531	 gHg: 40.520545959472656	 smoothness 18.97176742553711	 sharpness 25.999191284179688
==> Epoch 287/2000
==> Test
Train Loss 1.5671913623809814	 Train Accuracy (%): 42.68000030517578 	 Test Accuracy (%): 42.09000015258789	 gHg: 29.948108673095703	 smoothness 18.627925872802734	 sharpness 26.923545837402344
==> Epoch 288/2000
==> Test
Train Loss 1.5600917339324951	 Train Accuracy (%): 43.5 	 Test Accuracy (%): 40.880001068115234	 gHg: 30.635334014892578	 smoothness 18.481948852539062	 sharpness 24.725873947143555
==> Epoch 289/2000
==> Test
Train Loss 1.5754791498184204	 Train Accuracy (%): 42.65999984741211 	 Test Accuracy (%): 41.97999954223633	 gHg: 25.7354736328125	 smoothness 18.89320182800293	 sharpness 26.580007553100586
==> Epoch 290/2000
==> Test
Train Loss 1.5690782070159912	 Train Accuracy (%): 43.5 	 Test Accuracy (%): 41.20000076293945	 gHg: 29.067398071289062	 smoothness 19.095096588134766	 sharpness 23.021625518798828
==> Epoch 291/2000
==> Test
Train Loss 1.5660550594329834	 Train Accuracy (%): 43.060001373291016 	 Test Accuracy (%): 42.189998626708984	 gHg: 33.20873260498047	 smoothness 19.703678131103516	 sharpness 27.253795623779297
==> Epoch 292/2000
==> Test
Train Loss 1.5614831447601318	 Train Accuracy (%): 43.439998626708984 	 Test Accuracy (%): 41.06999969482422	 gHg: 31.92963218688965	 smoothness 19.051464080810547	 sharpness 24.84050750732422
==> Epoch 293/2000
==> Test
Train Loss 1.5682200193405151	 Train Accuracy (%): 43.439998626708984 	 Test Accuracy (%): 42.08000183105469	 gHg: 34.41777801513672	 smoothness 19.243005752563477	 sharpness 25.951053619384766
==> Epoch 294/2000
==> Test
Train Loss 1.5764576196670532	 Train Accuracy (%): 43.97999954223633 	 Test Accuracy (%): 41.220001220703125	 gHg: 36.323055267333984	 smoothness 19.505374908447266	 sharpness 25.699386596679688
==> Epoch 295/2000
==> Test
Train Loss 1.5731587409973145	 Train Accuracy (%): 44.13999938964844 	 Test Accuracy (%): 41.83000183105469	 gHg: 47.71746826171875	 smoothness 20.07178497314453	 sharpness 26.522418975830078
==> Epoch 296/2000
==> Test
Train Loss 1.5868550539016724	 Train Accuracy (%): 43.060001373291016 	 Test Accuracy (%): 41.11000061035156	 gHg: 50.82875061035156	 smoothness 19.896764755249023	 sharpness 28.249752044677734
==> Epoch 297/2000
==> Test
Train Loss 1.590651512145996	 Train Accuracy (%): 42.959999084472656 	 Test Accuracy (%): 41.900001525878906	 gHg: 49.086002349853516	 smoothness 19.378002166748047	 sharpness 25.052101135253906
==> Epoch 298/2000
==> Test
Train Loss 1.5753347873687744	 Train Accuracy (%): 43.540000915527344 	 Test Accuracy (%): 41.369998931884766	 gHg: 55.698394775390625	 smoothness 19.290145874023438	 sharpness 29.023303985595703
==> Epoch 299/2000
==> Test
Train Loss 1.5864163637161255	 Train Accuracy (%): 44.31999969482422 	 Test Accuracy (%): 42.04999923706055	 gHg: 38.89488983154297	 smoothness 18.80779266357422	 sharpness 25.321063995361328
==> Epoch 300/2000
==> Test
Train Loss 1.568161964416504	 Train Accuracy (%): 43.68000030517578 	 Test Accuracy (%): 41.65999984741211	 gHg: 47.376502990722656	 smoothness 18.87776756286621	 sharpness 28.221202850341797
==> Epoch 301/2000
==> Test
Train Loss 1.573411226272583	 Train Accuracy (%): 44.18000030517578 	 Test Accuracy (%): 42.0099983215332	 gHg: 31.615489959716797	 smoothness 18.83119010925293	 sharpness 25.161190032958984
==> Epoch 302/2000
==> Test
Train Loss 1.561680793762207	 Train Accuracy (%): 44.060001373291016 	 Test Accuracy (%): 41.93000030517578	 gHg: 35.617713928222656	 smoothness 18.473281860351562	 sharpness 26.950273513793945
==> Epoch 303/2000
==> Test
Train Loss 1.5610265731811523	 Train Accuracy (%): 44.31999969482422 	 Test Accuracy (%): 41.9900016784668	 gHg: 25.35210609436035	 smoothness 18.612333297729492	 sharpness 24.590238571166992
==> Epoch 304/2000
==> Test
Train Loss 1.5476231575012207	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 42.119998931884766	 gHg: 26.498336791992188	 smoothness 18.417940139770508	 sharpness 26.026683807373047
==> Epoch 305/2000
==> Test
Train Loss 1.5479592084884644	 Train Accuracy (%): 45.86000061035156 	 Test Accuracy (%): 42.0	 gHg: 20.93987274169922	 smoothness 18.539464950561523	 sharpness 23.397214889526367
==> Epoch 306/2000
==> Test
Train Loss 1.5405035018920898	 Train Accuracy (%): 45.380001068115234 	 Test Accuracy (%): 42.40999984741211	 gHg: 26.290611267089844	 smoothness 18.945545196533203	 sharpness 26.362552642822266
==> Epoch 307/2000
==> Test
Train Loss 1.5455454587936401	 Train Accuracy (%): 44.41999816894531 	 Test Accuracy (%): 41.880001068115234	 gHg: 22.703746795654297	 smoothness 18.88125991821289	 sharpness 23.68044662475586
==> Epoch 308/2000
==> Test
Train Loss 1.539922833442688	 Train Accuracy (%): 45.36000061035156 	 Test Accuracy (%): 42.41999816894531	 gHg: 31.349552154541016	 smoothness 19.70058250427246	 sharpness 26.65113067626953
==> Epoch 309/2000
==> Test
Train Loss 1.5503789186477661	 Train Accuracy (%): 45.58000183105469 	 Test Accuracy (%): 41.5099983215332	 gHg: 30.365215301513672	 smoothness 19.563213348388672	 sharpness 25.22699546813965
==> Epoch 310/2000
==> Test
Train Loss 1.5397390127182007	 Train Accuracy (%): 45.439998626708984 	 Test Accuracy (%): 42.65999984741211	 gHg: 40.43545150756836	 smoothness 19.62948226928711	 sharpness 26.643707275390625
==> Epoch 311/2000
==> Test
Train Loss 1.5715688467025757	 Train Accuracy (%): 43.58000183105469 	 Test Accuracy (%): 41.349998474121094	 gHg: 37.227508544921875	 smoothness 19.559677124023438	 sharpness 25.620859146118164
==> Epoch 312/2000
==> Test
Train Loss 1.5572197437286377	 Train Accuracy (%): 43.959999084472656 	 Test Accuracy (%): 42.31999969482422	 gHg: 47.3294677734375	 smoothness 19.477792739868164	 sharpness 27.593839645385742
==> Epoch 313/2000
==> Test
Train Loss 1.5581010580062866	 Train Accuracy (%): 44.02000045776367 	 Test Accuracy (%): 40.959999084472656	 gHg: 40.30036163330078	 smoothness 19.295719146728516	 sharpness 25.593582153320312
==> Epoch 314/2000
==> Test
Train Loss 1.557848572731018	 Train Accuracy (%): 43.540000915527344 	 Test Accuracy (%): 42.369998931884766	 gHg: 40.25931167602539	 smoothness 18.85578155517578	 sharpness 26.49115753173828
==> Epoch 315/2000
==> Test
Train Loss 1.555761694908142	 Train Accuracy (%): 44.5 	 Test Accuracy (%): 40.900001525878906	 gHg: 40.236480712890625	 smoothness 19.125349044799805	 sharpness 25.765945434570312
==> Epoch 316/2000
==> Test
Train Loss 1.55683171749115	 Train Accuracy (%): 43.47999954223633 	 Test Accuracy (%): 42.290000915527344	 gHg: 35.77360534667969	 smoothness 18.9820499420166	 sharpness 26.517047882080078
==> Epoch 317/2000
==> Test
Train Loss 1.5553289651870728	 Train Accuracy (%): 43.47999954223633 	 Test Accuracy (%): 41.0099983215332	 gHg: 37.833106994628906	 smoothness 18.980167388916016	 sharpness 24.51694679260254
==> Epoch 318/2000
==> Test
Train Loss 1.5526742935180664	 Train Accuracy (%): 44.2599983215332 	 Test Accuracy (%): 42.209999084472656	 gHg: 34.453094482421875	 smoothness 19.278194427490234	 sharpness 25.912824630737305
==> Epoch 319/2000
==> Test
Train Loss 1.553237795829773	 Train Accuracy (%): 43.900001525878906 	 Test Accuracy (%): 41.15999984741211	 gHg: 40.92375564575195	 smoothness 19.23979949951172	 sharpness 25.37778663635254
==> Epoch 320/2000
==> Test
Train Loss 1.5604307651519775	 Train Accuracy (%): 44.060001373291016 	 Test Accuracy (%): 42.45000076293945	 gHg: 38.053077697753906	 smoothness 19.437280654907227	 sharpness 26.25025177001953
==> Epoch 321/2000
==> Test
Train Loss 1.562987208366394	 Train Accuracy (%): 43.2599983215332 	 Test Accuracy (%): 41.08000183105469	 gHg: 40.72881317138672	 smoothness 19.110347747802734	 sharpness 24.850391387939453
==> Epoch 322/2000
==> Test
Train Loss 1.5526355504989624	 Train Accuracy (%): 44.63999938964844 	 Test Accuracy (%): 42.560001373291016	 gHg: 35.311119079589844	 smoothness 19.017972946166992	 sharpness 25.359092712402344
==> Epoch 323/2000
==> Test
Train Loss 1.541946291923523	 Train Accuracy (%): 44.2400016784668 	 Test Accuracy (%): 41.79999923706055	 gHg: 32.39447784423828	 smoothness 18.591846466064453	 sharpness 24.498903274536133
==> Epoch 324/2000
==> Test
Train Loss 1.5286874771118164	 Train Accuracy (%): 44.81999969482422 	 Test Accuracy (%): 42.52000045776367	 gHg: 29.72172737121582	 smoothness 18.81968879699707	 sharpness 25.495744705200195
==> Epoch 325/2000
==> Test
Train Loss 1.5268938541412354	 Train Accuracy (%): 44.880001068115234 	 Test Accuracy (%): 41.88999938964844	 gHg: 31.24653434753418	 smoothness 19.09754180908203	 sharpness 25.083816528320312
==> Epoch 326/2000
==> Test
Train Loss 1.5383882522583008	 Train Accuracy (%): 44.720001220703125 	 Test Accuracy (%): 42.369998931884766	 gHg: 29.15053939819336	 smoothness 18.97421646118164	 sharpness 25.232589721679688
==> Epoch 327/2000
==> Test
Train Loss 1.5401138067245483	 Train Accuracy (%): 44.599998474121094 	 Test Accuracy (%): 42.099998474121094	 gHg: 28.93415641784668	 smoothness 18.903316497802734	 sharpness 24.40846824645996
==> Epoch 328/2000
==> Test
Train Loss 1.5309715270996094	 Train Accuracy (%): 44.91999816894531 	 Test Accuracy (%): 42.130001068115234	 gHg: 27.767473220825195	 smoothness 19.132070541381836	 sharpness 25.35379981994629
==> Epoch 329/2000
==> Test
Train Loss 1.535298228263855	 Train Accuracy (%): 45.2400016784668 	 Test Accuracy (%): 41.97999954223633	 gHg: 28.95018196105957	 smoothness 19.167810440063477	 sharpness 24.67587661743164
==> Epoch 330/2000
==> Test
Train Loss 1.542890191078186	 Train Accuracy (%): 44.779998779296875 	 Test Accuracy (%): 42.61000061035156	 gHg: 27.588289260864258	 smoothness 18.923112869262695	 sharpness 25.531553268432617
==> Epoch 331/2000
==> Test
Train Loss 1.5242540836334229	 Train Accuracy (%): 45.279998779296875 	 Test Accuracy (%): 42.029998779296875	 gHg: 24.9914608001709	 smoothness 18.623998641967773	 sharpness 25.054521560668945
==> Epoch 332/2000
==> Test
Train Loss 1.5176873207092285	 Train Accuracy (%): 46.220001220703125 	 Test Accuracy (%): 42.7400016784668	 gHg: 23.992616653442383	 smoothness 18.717479705810547	 sharpness 24.978965759277344
==> Epoch 333/2000
==> Test
Train Loss 1.5200036764144897	 Train Accuracy (%): 45.040000915527344 	 Test Accuracy (%): 42.04999923706055	 gHg: 22.454730987548828	 smoothness 18.5616455078125	 sharpness 24.366147994995117
==> Epoch 334/2000
==> Test
Train Loss 1.516945242881775	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 43.0	 gHg: 23.575061798095703	 smoothness 18.840181350708008	 sharpness 25.509733200073242
==> Epoch 335/2000
==> Test
Train Loss 1.523921251296997	 Train Accuracy (%): 45.279998779296875 	 Test Accuracy (%): 41.970001220703125	 gHg: 24.1483154296875	 smoothness 19.006595611572266	 sharpness 24.842796325683594
==> Epoch 336/2000
==> Test
Train Loss 1.5266064405441284	 Train Accuracy (%): 45.08000183105469 	 Test Accuracy (%): 42.650001525878906	 gHg: 29.73759651184082	 smoothness 19.241159439086914	 sharpness 27.37101173400879
==> Epoch 337/2000
==> Test
Train Loss 1.5304230451583862	 Train Accuracy (%): 44.400001525878906 	 Test Accuracy (%): 41.869998931884766	 gHg: 31.569683074951172	 smoothness 19.623567581176758	 sharpness 26.694372177124023
==> Epoch 338/2000
==> Test
Train Loss 1.5300787687301636	 Train Accuracy (%): 44.880001068115234 	 Test Accuracy (%): 42.43000030517578	 gHg: 55.446937561035156	 smoothness 20.725126266479492	 sharpness 30.04189109802246
==> Epoch 339/2000
==> Test
Train Loss 1.5666863918304443	 Train Accuracy (%): 43.540000915527344 	 Test Accuracy (%): 41.209999084472656	 gHg: 62.53776168823242	 smoothness 20.52429962158203	 sharpness 30.77838134765625
==> Epoch 340/2000
==> Test
Train Loss 1.5814948081970215	 Train Accuracy (%): 43.91999816894531 	 Test Accuracy (%): 42.29999923706055	 gHg: 82.08096313476562	 smoothness 20.092477798461914	 sharpness 31.045032501220703
==> Epoch 341/2000
==> Test
Train Loss 1.5896155834197998	 Train Accuracy (%): 43.13999938964844 	 Test Accuracy (%): 41.70000076293945	 gHg: 87.06119537353516	 smoothness 19.511648178100586	 sharpness 32.681583404541016
==> Epoch 342/2000
==> Test
Train Loss 1.5808513164520264	 Train Accuracy (%): 43.81999969482422 	 Test Accuracy (%): 41.97999954223633	 gHg: 57.98967742919922	 smoothness 18.334217071533203	 sharpness 23.6395263671875
==> Epoch 343/2000
==> Test
Train Loss 1.5543867349624634	 Train Accuracy (%): 45.18000030517578 	 Test Accuracy (%): 42.45000076293945	 gHg: 51.404239654541016	 smoothness 18.167251586914062	 sharpness 28.302684783935547
==> Epoch 344/2000
==> Test
Train Loss 1.5444090366363525	 Train Accuracy (%): 45.220001220703125 	 Test Accuracy (%): 42.209999084472656	 gHg: 34.20916748046875	 smoothness 18.339313507080078	 sharpness 23.993362426757812
==> Epoch 345/2000
==> Test
Train Loss 1.5248091220855713	 Train Accuracy (%): 45.2599983215332 	 Test Accuracy (%): 42.689998626708984	 gHg: 33.07143020629883	 smoothness 18.043886184692383	 sharpness 26.9833984375
==> Epoch 346/2000
==> Test
Train Loss 1.5251829624176025	 Train Accuracy (%): 46.0 	 Test Accuracy (%): 42.439998626708984	 gHg: 22.508657455444336	 smoothness 18.216951370239258	 sharpness 23.175182342529297
==> Epoch 347/2000
==> Test
Train Loss 1.5160740613937378	 Train Accuracy (%): 46.79999923706055 	 Test Accuracy (%): 42.959999084472656	 gHg: 31.222537994384766	 smoothness 18.8911190032959	 sharpness 27.129968643188477
==> Epoch 348/2000
==> Test
Train Loss 1.521287441253662	 Train Accuracy (%): 46.380001068115234 	 Test Accuracy (%): 42.0	 gHg: 24.002418518066406	 smoothness 18.78645896911621	 sharpness 23.44709587097168
==> Epoch 349/2000
==> Test
Train Loss 1.520127773284912	 Train Accuracy (%): 46.380001068115234 	 Test Accuracy (%): 42.7400016784668	 gHg: 36.89057159423828	 smoothness 19.44945526123047	 sharpness 26.504669189453125
==> Epoch 350/2000
==> Test
Train Loss 1.5309650897979736	 Train Accuracy (%): 45.13999938964844 	 Test Accuracy (%): 41.65999984741211	 gHg: 34.606441497802734	 smoothness 19.710145950317383	 sharpness 24.696109771728516
==> Epoch 351/2000
==> Test
Train Loss 1.5294172763824463	 Train Accuracy (%): 45.41999816894531 	 Test Accuracy (%): 42.38999938964844	 gHg: 52.01790237426758	 smoothness 19.933610916137695	 sharpness 26.617008209228516
==> Epoch 352/2000
==> Test
Train Loss 1.550602912902832	 Train Accuracy (%): 44.20000076293945 	 Test Accuracy (%): 41.56999969482422	 gHg: 44.12394332885742	 smoothness 19.56850242614746	 sharpness 25.093202590942383
==> Epoch 353/2000
==> Test
Train Loss 1.54039466381073	 Train Accuracy (%): 44.119998931884766 	 Test Accuracy (%): 42.189998626708984	 gHg: 53.88605499267578	 smoothness 19.443777084350586	 sharpness 26.66400146484375
==> Epoch 354/2000
==> Test
Train Loss 1.5541050434112549	 Train Accuracy (%): 43.119998931884766 	 Test Accuracy (%): 41.400001525878906	 gHg: 40.94485855102539	 smoothness 19.040573120117188	 sharpness 25.31005096435547
==> Epoch 355/2000
==> Test
Train Loss 1.5457417964935303	 Train Accuracy (%): 44.13999938964844 	 Test Accuracy (%): 42.529998779296875	 gHg: 41.50811767578125	 smoothness 18.593017578125	 sharpness 25.98272132873535
==> Epoch 356/2000
==> Test
Train Loss 1.5311270952224731	 Train Accuracy (%): 44.599998474121094 	 Test Accuracy (%): 41.7599983215332	 gHg: 35.57940673828125	 smoothness 18.69940757751465	 sharpness 25.925716400146484
==> Epoch 357/2000
==> Test
Train Loss 1.5222333669662476	 Train Accuracy (%): 45.119998931884766 	 Test Accuracy (%): 42.81999969482422	 gHg: 30.108861923217773	 smoothness 18.438024520874023	 sharpness 25.10041046142578
==> Epoch 358/2000
==> Test
Train Loss 1.5138379335403442	 Train Accuracy (%): 46.060001373291016 	 Test Accuracy (%): 41.939998626708984	 gHg: 30.45917320251465	 smoothness 18.48592758178711	 sharpness 26.317026138305664
==> Epoch 359/2000
==> Test
Train Loss 1.5168919563293457	 Train Accuracy (%): 45.400001525878906 	 Test Accuracy (%): 43.09000015258789	 gHg: 24.128475189208984	 smoothness 18.554813385009766	 sharpness 26.55507469177246
==> Epoch 360/2000
==> Test
Train Loss 1.509818434715271	 Train Accuracy (%): 46.2400016784668 	 Test Accuracy (%): 41.90999984741211	 gHg: 29.63825225830078	 smoothness 18.94330596923828	 sharpness 26.267087936401367
==> Epoch 361/2000
==> Test
Train Loss 1.5100932121276855	 Train Accuracy (%): 46.099998474121094 	 Test Accuracy (%): 42.970001220703125	 gHg: 24.135665893554688	 smoothness 18.95281219482422	 sharpness 26.7183837890625
==> Epoch 362/2000
==> Test
Train Loss 1.4975459575653076	 Train Accuracy (%): 46.34000015258789 	 Test Accuracy (%): 42.150001525878906	 gHg: 26.998943328857422	 smoothness 18.521474838256836	 sharpness 24.599014282226562
==> Epoch 363/2000
==> Test
Train Loss 1.5119465589523315	 Train Accuracy (%): 45.31999969482422 	 Test Accuracy (%): 43.33000183105469	 gHg: 23.296161651611328	 smoothness 18.91172981262207	 sharpness 27.32147789001465
==> Epoch 364/2000
==> Test
Train Loss 1.508246898651123	 Train Accuracy (%): 45.31999969482422 	 Test Accuracy (%): 41.75	 gHg: 33.52322006225586	 smoothness 19.539302825927734	 sharpness 25.812082290649414
==> Epoch 365/2000
==> Test
Train Loss 1.5059560537338257	 Train Accuracy (%): 46.2599983215332 	 Test Accuracy (%): 43.2400016784668	 gHg: 31.672136306762695	 smoothness 19.55219841003418	 sharpness 27.8975887298584
==> Epoch 366/2000
==> Test
Train Loss 1.5130521059036255	 Train Accuracy (%): 45.58000183105469 	 Test Accuracy (%): 41.63999938964844	 gHg: 40.04729080200195	 smoothness 19.431825637817383	 sharpness 25.825916290283203
==> Epoch 367/2000
==> Test
Train Loss 1.5167503356933594	 Train Accuracy (%): 45.880001068115234 	 Test Accuracy (%): 42.880001068115234	 gHg: 42.89530944824219	 smoothness 19.83872413635254	 sharpness 28.30661964416504
==> Epoch 368/2000
==> Test
Train Loss 1.527462363243103	 Train Accuracy (%): 44.7400016784668 	 Test Accuracy (%): 41.93000030517578	 gHg: 46.8272819519043	 smoothness 19.570449829101562	 sharpness 26.043729782104492
==> Epoch 369/2000
==> Test
Train Loss 1.5361201763153076	 Train Accuracy (%): 44.380001068115234 	 Test Accuracy (%): 42.7599983215332	 gHg: 50.140235900878906	 smoothness 19.552417755126953	 sharpness 27.67246437072754
==> Epoch 370/2000
==> Test
Train Loss 1.527845025062561	 Train Accuracy (%): 45.040000915527344 	 Test Accuracy (%): 41.959999084472656	 gHg: 44.852500915527344	 smoothness 18.965490341186523	 sharpness 26.658876419067383
==> Epoch 371/2000
==> Test
Train Loss 1.531518578529358	 Train Accuracy (%): 45.220001220703125 	 Test Accuracy (%): 42.7599983215332	 gHg: 41.08242416381836	 smoothness 18.80299186706543	 sharpness 26.044742584228516
==> Epoch 372/2000
==> Test
Train Loss 1.5248125791549683	 Train Accuracy (%): 45.720001220703125 	 Test Accuracy (%): 42.150001525878906	 gHg: 41.86668014526367	 smoothness 18.981584548950195	 sharpness 28.063180923461914
==> Epoch 373/2000
==> Test
Train Loss 1.528049349784851	 Train Accuracy (%): 45.7400016784668 	 Test Accuracy (%): 42.54999923706055	 gHg: 33.269691467285156	 smoothness 18.71345329284668	 sharpness 25.480632781982422
==> Epoch 374/2000
==> Test
Train Loss 1.515334963798523	 Train Accuracy (%): 46.400001525878906 	 Test Accuracy (%): 42.7599983215332	 gHg: 39.957271575927734	 smoothness 18.981658935546875	 sharpness 28.178709030151367
==> Epoch 375/2000
==> Test
Train Loss 1.5160106420516968	 Train Accuracy (%): 46.58000183105469 	 Test Accuracy (%): 42.810001373291016	 gHg: 29.23563003540039	 smoothness 18.93814468383789	 sharpness 25.16805648803711
==> Epoch 376/2000
==> Test
Train Loss 1.5070533752441406	 Train Accuracy (%): 46.540000915527344 	 Test Accuracy (%): 42.630001068115234	 gHg: 42.114173889160156	 smoothness 19.214609146118164	 sharpness 28.7345027923584
==> Epoch 377/2000
==> Test
Train Loss 1.5165207386016846	 Train Accuracy (%): 46.41999816894531 	 Test Accuracy (%): 42.54999923706055	 gHg: 28.574604034423828	 smoothness 19.162551879882812	 sharpness 25.551362991333008
==> Epoch 378/2000
==> Test
Train Loss 1.5026109218597412	 Train Accuracy (%): 46.540000915527344 	 Test Accuracy (%): 42.91999816894531	 gHg: 45.505062103271484	 smoothness 19.279281616210938	 sharpness 28.393531799316406
==> Epoch 379/2000
==> Test
Train Loss 1.5223690271377563	 Train Accuracy (%): 46.439998626708984 	 Test Accuracy (%): 42.130001068115234	 gHg: 33.081085205078125	 smoothness 19.578109741210938	 sharpness 24.162778854370117
==> Epoch 380/2000
==> Test
Train Loss 1.5067405700683594	 Train Accuracy (%): 47.439998626708984 	 Test Accuracy (%): 42.84000015258789	 gHg: 55.65531921386719	 smoothness 19.8275089263916	 sharpness 28.079256057739258
==> Epoch 381/2000
==> Test
Train Loss 1.5302338600158691	 Train Accuracy (%): 45.81999969482422 	 Test Accuracy (%): 42.11000061035156	 gHg: 38.332759857177734	 smoothness 19.11419105529785	 sharpness 25.693437576293945
==> Epoch 382/2000
==> Test
Train Loss 1.5165127515792847	 Train Accuracy (%): 46.540000915527344 	 Test Accuracy (%): 43.0	 gHg: 43.18057632446289	 smoothness 18.620765686035156	 sharpness 26.496618270874023
==> Epoch 383/2000
==> Test
Train Loss 1.5123246908187866	 Train Accuracy (%): 46.13999938964844 	 Test Accuracy (%): 42.099998474121094	 gHg: 35.53120422363281	 smoothness 18.91860580444336	 sharpness 24.71109390258789
==> Epoch 384/2000
==> Test
Train Loss 1.5127878189086914	 Train Accuracy (%): 45.65999984741211 	 Test Accuracy (%): 43.220001220703125	 gHg: 40.545753479003906	 smoothness 19.137184143066406	 sharpness 25.422136306762695
==> Epoch 385/2000
==> Test
Train Loss 1.5155904293060303	 Train Accuracy (%): 45.81999969482422 	 Test Accuracy (%): 41.77000045776367	 gHg: 39.23579788208008	 smoothness 19.479169845581055	 sharpness 24.924333572387695
==> Epoch 386/2000
==> Test
Train Loss 1.5046027898788452	 Train Accuracy (%): 46.20000076293945 	 Test Accuracy (%): 42.869998931884766	 gHg: 44.19755554199219	 smoothness 19.41848373413086	 sharpness 26.017738342285156
==> Epoch 387/2000
==> Test
Train Loss 1.5273641347885132	 Train Accuracy (%): 45.439998626708984 	 Test Accuracy (%): 41.7599983215332	 gHg: 45.326515197753906	 smoothness 19.51005744934082	 sharpness 25.506765365600586
==> Epoch 388/2000
==> Test
Train Loss 1.5255035161972046	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 42.810001373291016	 gHg: 52.02995681762695	 smoothness 19.73873519897461	 sharpness 26.775413513183594
==> Epoch 389/2000
==> Test
Train Loss 1.524294376373291	 Train Accuracy (%): 44.97999954223633 	 Test Accuracy (%): 41.88999938964844	 gHg: 44.4254150390625	 smoothness 19.099515914916992	 sharpness 25.550752639770508
==> Epoch 390/2000
==> Test
Train Loss 1.5108331441879272	 Train Accuracy (%): 46.34000015258789 	 Test Accuracy (%): 42.849998474121094	 gHg: 42.32997131347656	 smoothness 18.80648422241211	 sharpness 26.75216293334961
==> Epoch 391/2000
==> Test
Train Loss 1.513643503189087	 Train Accuracy (%): 45.720001220703125 	 Test Accuracy (%): 42.16999816894531	 gHg: 34.45055389404297	 smoothness 18.541454315185547	 sharpness 25.52730941772461
==> Epoch 392/2000
==> Test
Train Loss 1.5064551830291748	 Train Accuracy (%): 46.400001525878906 	 Test Accuracy (%): 43.0099983215332	 gHg: 30.70917510986328	 smoothness 18.63543701171875	 sharpness 26.562644958496094
==> Epoch 393/2000
==> Test
Train Loss 1.4938902854919434	 Train Accuracy (%): 46.959999084472656 	 Test Accuracy (%): 42.41999816894531	 gHg: 27.491825103759766	 smoothness 18.42506980895996	 sharpness 24.748550415039062
==> Epoch 394/2000
==> Test
Train Loss 1.4928820133209229	 Train Accuracy (%): 46.29999923706055 	 Test Accuracy (%): 43.209999084472656	 gHg: 24.184429168701172	 smoothness 18.417997360229492	 sharpness 25.345394134521484
==> Epoch 395/2000
==> Test
Train Loss 1.4858754873275757	 Train Accuracy (%): 46.779998779296875 	 Test Accuracy (%): 42.33000183105469	 gHg: 26.12399673461914	 smoothness 18.882516860961914	 sharpness 25.81764793395996
==> Epoch 396/2000
==> Test
Train Loss 1.4942131042480469	 Train Accuracy (%): 47.220001220703125 	 Test Accuracy (%): 43.13999938964844	 gHg: 24.461353302001953	 smoothness 19.031448364257812	 sharpness 25.949569702148438
==> Epoch 397/2000
==> Test
Train Loss 1.4903308153152466	 Train Accuracy (%): 46.5 	 Test Accuracy (%): 42.209999084472656	 gHg: 28.72122573852539	 smoothness 18.806978225708008	 sharpness 26.82383155822754
==> Epoch 398/2000
==> Test
Train Loss 1.4924426078796387	 Train Accuracy (%): 47.08000183105469 	 Test Accuracy (%): 43.29999923706055	 gHg: 22.74665069580078	 smoothness 18.74852752685547	 sharpness 25.55219078063965
==> Epoch 399/2000
==> Test
Train Loss 1.4779106378555298	 Train Accuracy (%): 46.86000061035156 	 Test Accuracy (%): 42.34000015258789	 gHg: 25.52606964111328	 smoothness 18.474973678588867	 sharpness 26.31669044494629
==> Epoch 400/2000
==> Test
Train Loss 1.485243320465088	 Train Accuracy (%): 46.959999084472656 	 Test Accuracy (%): 43.5	 gHg: 22.967782974243164	 smoothness 19.020509719848633	 sharpness 25.145227432250977
==> Epoch 401/2000
==> Test
Train Loss 1.4944733381271362	 Train Accuracy (%): 45.959999084472656 	 Test Accuracy (%): 42.380001068115234	 gHg: 29.374326705932617	 smoothness 19.22494125366211	 sharpness 26.37386703491211
==> Epoch 402/2000
==> Test
Train Loss 1.4880887269973755	 Train Accuracy (%): 47.040000915527344 	 Test Accuracy (%): 43.43000030517578	 gHg: 29.283720016479492	 smoothness 19.44968605041504	 sharpness 26.942296981811523
==> Epoch 403/2000
==> Test
Train Loss 1.4939314126968384	 Train Accuracy (%): 45.79999923706055 	 Test Accuracy (%): 42.70000076293945	 gHg: 33.97669219970703	 smoothness 19.26873779296875	 sharpness 26.154590606689453
==> Epoch 404/2000
==> Test
Train Loss 1.4937008619308472	 Train Accuracy (%): 45.97999954223633 	 Test Accuracy (%): 43.40999984741211	 gHg: 42.51359176635742	 smoothness 19.802043914794922	 sharpness 29.137910842895508
==> Epoch 405/2000
==> Test
Train Loss 1.5104074478149414	 Train Accuracy (%): 45.63999938964844 	 Test Accuracy (%): 41.970001220703125	 gHg: 53.2504768371582	 smoothness 20.222095489501953	 sharpness 28.490503311157227
==> Epoch 406/2000
==> Test
Train Loss 1.5281990766525269	 Train Accuracy (%): 45.5 	 Test Accuracy (%): 43.08000183105469	 gHg: 69.44994354248047	 smoothness 20.227270126342773	 sharpness 30.987146377563477
==> Epoch 407/2000
==> Test
Train Loss 1.5411198139190674	 Train Accuracy (%): 45.040000915527344 	 Test Accuracy (%): 42.04999923706055	 gHg: 72.52828979492188	 smoothness 19.666627883911133	 sharpness 30.839963912963867
==> Epoch 408/2000
==> Test
Train Loss 1.5306029319763184	 Train Accuracy (%): 46.13999938964844 	 Test Accuracy (%): 43.119998931884766	 gHg: 62.652931213378906	 smoothness 18.88405418395996	 sharpness 29.518749237060547
==> Epoch 409/2000
==> Test
Train Loss 1.5251628160476685	 Train Accuracy (%): 45.2599983215332 	 Test Accuracy (%): 42.70000076293945	 gHg: 53.42998504638672	 smoothness 18.565610885620117	 sharpness 28.861623764038086
==> Epoch 410/2000
==> Test
Train Loss 1.5091397762298584	 Train Accuracy (%): 46.08000183105469 	 Test Accuracy (%): 43.040000915527344	 gHg: 43.248416900634766	 smoothness 18.44367218017578	 sharpness 27.248550415039062
==> Epoch 411/2000
==> Test
Train Loss 1.5011301040649414	 Train Accuracy (%): 46.91999816894531 	 Test Accuracy (%): 43.279998779296875	 gHg: 29.99755096435547	 smoothness 17.88460350036621	 sharpness 26.39617919921875
==> Epoch 412/2000
==> Test
Train Loss 1.4916648864746094	 Train Accuracy (%): 46.560001373291016 	 Test Accuracy (%): 43.2400016784668	 gHg: 35.76244354248047	 smoothness 18.700862884521484	 sharpness 26.77738380432129
==> Epoch 413/2000
==> Test
Train Loss 1.5002108812332153	 Train Accuracy (%): 46.619998931884766 	 Test Accuracy (%): 43.34000015258789	 gHg: 28.895042419433594	 smoothness 19.194400787353516	 sharpness 25.81022834777832
==> Epoch 414/2000
==> Test
Train Loss 1.4952322244644165	 Train Accuracy (%): 46.34000015258789 	 Test Accuracy (%): 43.13999938964844	 gHg: 40.22039031982422	 smoothness 19.007993698120117	 sharpness 26.2165470123291
==> Epoch 415/2000
==> Test
Train Loss 1.4960765838623047	 Train Accuracy (%): 46.5 	 Test Accuracy (%): 43.45000076293945	 gHg: 28.983535766601562	 smoothness 18.738893508911133	 sharpness 25.43296241760254
==> Epoch 416/2000
==> Test
Train Loss 1.4833533763885498	 Train Accuracy (%): 47.34000015258789 	 Test Accuracy (%): 43.209999084472656	 gHg: 31.32766342163086	 smoothness 18.466197967529297	 sharpness 25.45701026916504
==> Epoch 417/2000
==> Test
Train Loss 1.4919401407241821	 Train Accuracy (%): 46.65999984741211 	 Test Accuracy (%): 43.209999084472656	 gHg: 26.111604690551758	 smoothness 18.7603759765625	 sharpness 24.988052368164062
==> Epoch 418/2000
==> Test
Train Loss 1.4787849187850952	 Train Accuracy (%): 46.52000045776367 	 Test Accuracy (%): 43.20000076293945	 gHg: 34.70120620727539	 smoothness 19.291324615478516	 sharpness 26.53168296813965
==> Epoch 419/2000
==> Test
Train Loss 1.4831898212432861	 Train Accuracy (%): 46.79999923706055 	 Test Accuracy (%): 43.470001220703125	 gHg: 27.745384216308594	 smoothness 18.67916488647461	 sharpness 24.34309959411621
==> Epoch 420/2000
==> Test
Train Loss 1.4769271612167358	 Train Accuracy (%): 46.2400016784668 	 Test Accuracy (%): 43.150001525878906	 gHg: 29.321794509887695	 smoothness 18.58370018005371	 sharpness 24.977622985839844
==> Epoch 421/2000
==> Test
Train Loss 1.470959186553955	 Train Accuracy (%): 46.900001525878906 	 Test Accuracy (%): 43.08000183105469	 gHg: 26.984689712524414	 smoothness 18.861026763916016	 sharpness 23.30034637451172
==> Epoch 422/2000
==> Test
Train Loss 1.4748759269714355	 Train Accuracy (%): 46.84000015258789 	 Test Accuracy (%): 43.04999923706055	 gHg: 33.962120056152344	 smoothness 19.266530990600586	 sharpness 25.49661636352539
==> Epoch 423/2000
==> Test
Train Loss 1.4763845205307007	 Train Accuracy (%): 47.7400016784668 	 Test Accuracy (%): 42.95000076293945	 gHg: 31.2002010345459	 smoothness 19.297622680664062	 sharpness 24.852157592773438
==> Epoch 424/2000
==> Test
Train Loss 1.4797327518463135	 Train Accuracy (%): 46.58000183105469 	 Test Accuracy (%): 42.900001525878906	 gHg: 38.813716888427734	 smoothness 19.274431228637695	 sharpness 25.989181518554688
==> Epoch 425/2000
==> Test
Train Loss 1.4958243370056152	 Train Accuracy (%): 46.720001220703125 	 Test Accuracy (%): 42.880001068115234	 gHg: 38.036521911621094	 smoothness 19.486711502075195	 sharpness 26.290775299072266
==> Epoch 426/2000
==> Test
Train Loss 1.4881998300552368	 Train Accuracy (%): 45.58000183105469 	 Test Accuracy (%): 42.63999938964844	 gHg: 49.01385498046875	 smoothness 19.61146354675293	 sharpness 27.961801528930664
==> Epoch 427/2000
==> Test
Train Loss 1.5024948120117188	 Train Accuracy (%): 46.619998931884766 	 Test Accuracy (%): 42.79999923706055	 gHg: 40.580284118652344	 smoothness 19.23213005065918	 sharpness 26.534231185913086
==> Epoch 428/2000
==> Test
Train Loss 1.48760187625885	 Train Accuracy (%): 46.68000030517578 	 Test Accuracy (%): 42.310001373291016	 gHg: 52.14259719848633	 smoothness 19.176877975463867	 sharpness 29.031280517578125
==> Epoch 429/2000
==> Test
Train Loss 1.5082961320877075	 Train Accuracy (%): 47.0 	 Test Accuracy (%): 42.599998474121094	 gHg: 43.134124755859375	 smoothness 19.426794052124023	 sharpness 26.717182159423828
==> Epoch 430/2000
==> Test
Train Loss 1.48514986038208	 Train Accuracy (%): 47.68000030517578 	 Test Accuracy (%): 42.369998931884766	 gHg: 58.04247283935547	 smoothness 19.323625564575195	 sharpness 28.86815643310547
==> Epoch 431/2000
==> Test
Train Loss 1.5007892847061157	 Train Accuracy (%): 47.08000183105469 	 Test Accuracy (%): 42.66999816894531	 gHg: 39.224666595458984	 smoothness 18.931541442871094	 sharpness 25.357929229736328
==> Epoch 432/2000
==> Test
Train Loss 1.482466697692871	 Train Accuracy (%): 47.720001220703125 	 Test Accuracy (%): 42.810001373291016	 gHg: 48.58194351196289	 smoothness 18.889257431030273	 sharpness 28.274028778076172
==> Epoch 433/2000
==> Test
Train Loss 1.4851878881454468	 Train Accuracy (%): 47.2599983215332 	 Test Accuracy (%): 42.849998474121094	 gHg: 33.149017333984375	 smoothness 18.738862991333008	 sharpness 24.200231552124023
==> Epoch 434/2000
==> Test
Train Loss 1.4839496612548828	 Train Accuracy (%): 47.400001525878906 	 Test Accuracy (%): 42.81999969482422	 gHg: 41.16005325317383	 smoothness 18.94724464416504	 sharpness 27.804553985595703
==> Epoch 435/2000
==> Test
Train Loss 1.4961599111557007	 Train Accuracy (%): 46.65999984741211 	 Test Accuracy (%): 42.880001068115234	 gHg: 38.03555679321289	 smoothness 19.509803771972656	 sharpness 24.732927322387695
==> Epoch 436/2000
==> Test
Train Loss 1.4893500804901123	 Train Accuracy (%): 46.68000030517578 	 Test Accuracy (%): 43.0	 gHg: 42.327308654785156	 smoothness 19.11808967590332	 sharpness 27.769916534423828
==> Epoch 437/2000
==> Test
Train Loss 1.4788864850997925	 Train Accuracy (%): 47.58000183105469 	 Test Accuracy (%): 42.880001068115234	 gHg: 42.899757385253906	 smoothness 19.288726806640625	 sharpness 27.031707763671875
==> Epoch 438/2000
==> Test
Train Loss 1.4928522109985352	 Train Accuracy (%): 47.2599983215332 	 Test Accuracy (%): 42.59000015258789	 gHg: 38.28306579589844	 smoothness 18.940500259399414	 sharpness 27.858074188232422
==> Epoch 439/2000
==> Test
Train Loss 1.4711363315582275	 Train Accuracy (%): 47.939998626708984 	 Test Accuracy (%): 42.90999984741211	 gHg: 38.80083084106445	 smoothness 18.874855041503906	 sharpness 28.054367065429688
==> Epoch 440/2000
==> Test
Train Loss 1.4763716459274292	 Train Accuracy (%): 47.220001220703125 	 Test Accuracy (%): 42.77000045776367	 gHg: 33.345577239990234	 smoothness 18.870193481445312	 sharpness 27.875858306884766
==> Epoch 441/2000
==> Test
Train Loss 1.4775168895721436	 Train Accuracy (%): 46.400001525878906 	 Test Accuracy (%): 43.040000915527344	 gHg: 35.41546630859375	 smoothness 18.94210433959961	 sharpness 27.27457046508789
==> Epoch 442/2000
==> Test
Train Loss 1.4691489934921265	 Train Accuracy (%): 47.20000076293945 	 Test Accuracy (%): 42.790000915527344	 gHg: 27.478851318359375	 smoothness 18.384244918823242	 sharpness 27.245601654052734
==> Epoch 443/2000
==> Test
Train Loss 1.4623810052871704	 Train Accuracy (%): 47.720001220703125 	 Test Accuracy (%): 43.65999984741211	 gHg: 28.944963455200195	 smoothness 18.524532318115234	 sharpness 27.380203247070312
==> Epoch 444/2000
==> Test
Train Loss 1.4520609378814697	 Train Accuracy (%): 48.02000045776367 	 Test Accuracy (%): 43.18000030517578	 gHg: 22.337879180908203	 smoothness 18.124380111694336	 sharpness 26.567527770996094
==> Epoch 445/2000
==> Test
Train Loss 1.4510867595672607	 Train Accuracy (%): 48.720001220703125 	 Test Accuracy (%): 43.45000076293945	 gHg: 22.632688522338867	 smoothness 18.497047424316406	 sharpness 27.548913955688477
==> Epoch 446/2000
==> Test
Train Loss 1.4569175243377686	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 42.779998779296875	 gHg: 23.205623626708984	 smoothness 18.93467903137207	 sharpness 27.299482345581055
==> Epoch 447/2000
==> Test
Train Loss 1.4491139650344849	 Train Accuracy (%): 48.34000015258789 	 Test Accuracy (%): 43.63999938964844	 gHg: 22.571374893188477	 smoothness 18.537559509277344	 sharpness 28.345672607421875
==> Epoch 448/2000
==> Test
Train Loss 1.4552748203277588	 Train Accuracy (%): 47.779998779296875 	 Test Accuracy (%): 42.81999969482422	 gHg: 24.43126678466797	 smoothness 18.836708068847656	 sharpness 27.495939254760742
==> Epoch 449/2000
==> Test
Train Loss 1.4521416425704956	 Train Accuracy (%): 47.63999938964844 	 Test Accuracy (%): 43.689998626708984	 gHg: 31.897783279418945	 smoothness 19.355260848999023	 sharpness 29.859224319458008
==> Epoch 450/2000
==> Test
Train Loss 1.4602820873260498	 Train Accuracy (%): 48.0 	 Test Accuracy (%): 42.689998626708984	 gHg: 28.43339729309082	 smoothness 18.93975067138672	 sharpness 27.942930221557617
==> Epoch 451/2000
==> Test
Train Loss 1.4520530700683594	 Train Accuracy (%): 47.939998626708984 	 Test Accuracy (%): 43.720001220703125	 gHg: 32.11224365234375	 smoothness 18.89627456665039	 sharpness 28.339969635009766
==> Epoch 452/2000
==> Test
Train Loss 1.4554476737976074	 Train Accuracy (%): 48.119998931884766 	 Test Accuracy (%): 42.4900016784668	 gHg: 32.717002868652344	 smoothness 19.056360244750977	 sharpness 26.775121688842773
==> Epoch 453/2000
==> Test
Train Loss 1.4664101600646973	 Train Accuracy (%): 47.5 	 Test Accuracy (%): 43.720001220703125	 gHg: 43.36852264404297	 smoothness 19.70965576171875	 sharpness 28.065988540649414
==> Epoch 454/2000
==> Test
Train Loss 1.4857628345489502	 Train Accuracy (%): 46.599998474121094 	 Test Accuracy (%): 41.650001525878906	 gHg: 52.40354919433594	 smoothness 20.076295852661133	 sharpness 27.719627380371094
==> Epoch 455/2000
==> Test
Train Loss 1.5007402896881104	 Train Accuracy (%): 46.91999816894531 	 Test Accuracy (%): 43.15999984741211	 gHg: 82.49248504638672	 smoothness 20.908592224121094	 sharpness 27.67559051513672
==> Epoch 456/2000
==> Test
Train Loss 1.534156322479248	 Train Accuracy (%): 44.58000183105469 	 Test Accuracy (%): 40.290000915527344	 gHg: 93.056884765625	 smoothness 20.416349411010742	 sharpness 29.44548988342285
==> Epoch 457/2000
==> Test
Train Loss 1.5368809700012207	 Train Accuracy (%): 44.7400016784668 	 Test Accuracy (%): 43.09000015258789	 gHg: 89.10773468017578	 smoothness 19.308446884155273	 sharpness 28.855327606201172
==> Epoch 458/2000
==> Test
Train Loss 1.5309890508651733	 Train Accuracy (%): 45.279998779296875 	 Test Accuracy (%): 41.310001373291016	 gHg: 64.87989807128906	 smoothness 18.303863525390625	 sharpness 28.09328842163086
==> Epoch 459/2000
==> Test
Train Loss 1.5029047727584839	 Train Accuracy (%): 46.18000030517578 	 Test Accuracy (%): 43.56999969482422	 gHg: 50.13743591308594	 smoothness 17.84345245361328	 sharpness 27.630878448486328
==> Epoch 460/2000
==> Test
Train Loss 1.4731475114822388	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 42.29999923706055	 gHg: 31.76622772216797	 smoothness 17.662757873535156	 sharpness 24.541433334350586
==> Epoch 461/2000
==> Test
Train Loss 1.4727258682250977	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 43.119998931884766	 gHg: 36.664878845214844	 smoothness 18.35443687438965	 sharpness 26.948148727416992
==> Epoch 462/2000
==> Test
Train Loss 1.4735244512557983	 Train Accuracy (%): 47.63999938964844 	 Test Accuracy (%): 42.540000915527344	 gHg: 28.39620590209961	 smoothness 18.86172866821289	 sharpness 24.669160842895508
==> Epoch 463/2000
==> Test
Train Loss 1.4595144987106323	 Train Accuracy (%): 48.41999816894531 	 Test Accuracy (%): 43.099998474121094	 gHg: 45.490482330322266	 smoothness 19.562509536743164	 sharpness 27.924362182617188
==> Epoch 464/2000
==> Test
Train Loss 1.4735771417617798	 Train Accuracy (%): 47.65999984741211 	 Test Accuracy (%): 42.56999969482422	 gHg: 33.818382263183594	 smoothness 19.2147159576416	 sharpness 25.628101348876953
==> Epoch 465/2000
==> Test
Train Loss 1.4606741666793823	 Train Accuracy (%): 48.29999923706055 	 Test Accuracy (%): 43.220001220703125	 gHg: 50.432472229003906	 smoothness 19.310867309570312	 sharpness 27.99715232849121
==> Epoch 466/2000
==> Test
Train Loss 1.4804635047912598	 Train Accuracy (%): 46.86000061035156 	 Test Accuracy (%): 42.599998474121094	 gHg: 39.442420959472656	 smoothness 19.525066375732422	 sharpness 25.084423065185547
==> Epoch 467/2000
==> Test
Train Loss 1.4694586992263794	 Train Accuracy (%): 47.380001068115234 	 Test Accuracy (%): 42.63999938964844	 gHg: 62.27313995361328	 smoothness 19.786048889160156	 sharpness 28.18621826171875
==> Epoch 468/2000
==> Test
Train Loss 1.4901586771011353	 Train Accuracy (%): 47.0 	 Test Accuracy (%): 42.90999984741211	 gHg: 42.5944938659668	 smoothness 19.225271224975586	 sharpness 23.67912483215332
==> Epoch 469/2000
==> Test
Train Loss 1.4730499982833862	 Train Accuracy (%): 47.79999923706055 	 Test Accuracy (%): 43.2599983215332	 gHg: 46.112510681152344	 smoothness 18.41050910949707	 sharpness 25.696096420288086
==> Epoch 470/2000
==> Test
Train Loss 1.470221757888794	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 43.40999984741211	 gHg: 33.10811996459961	 smoothness 18.555830001831055	 sharpness 23.304746627807617
==> Epoch 471/2000
==> Test
Train Loss 1.4650752544403076	 Train Accuracy (%): 48.900001525878906 	 Test Accuracy (%): 43.47999954223633	 gHg: 33.583160400390625	 smoothness 18.394235610961914	 sharpness 25.121318817138672
==> Epoch 472/2000
==> Test
Train Loss 1.4632271528244019	 Train Accuracy (%): 48.31999969482422 	 Test Accuracy (%): 43.36000061035156	 gHg: 30.084732055664062	 smoothness 18.91216278076172	 sharpness 25.390241622924805
==> Epoch 473/2000
==> Test
Train Loss 1.4458644390106201	 Train Accuracy (%): 48.619998931884766 	 Test Accuracy (%): 43.380001068115234	 gHg: 31.824115753173828	 smoothness 18.95487403869629	 sharpness 24.999526977539062
==> Epoch 474/2000
==> Test
Train Loss 1.4654768705368042	 Train Accuracy (%): 48.0 	 Test Accuracy (%): 43.31999969482422	 gHg: 33.383148193359375	 smoothness 19.315874099731445	 sharpness 26.26169204711914
==> Epoch 475/2000
==> Test
Train Loss 1.4586553573608398	 Train Accuracy (%): 47.52000045776367 	 Test Accuracy (%): 43.47999954223633	 gHg: 32.3238639831543	 smoothness 18.991628646850586	 sharpness 25.4447078704834
==> Epoch 476/2000
==> Test
Train Loss 1.4408680200576782	 Train Accuracy (%): 48.599998474121094 	 Test Accuracy (%): 43.31999969482422	 gHg: 32.33673858642578	 smoothness 18.794404983520508	 sharpness 27.39529037475586
==> Epoch 477/2000
==> Test
Train Loss 1.4519069194793701	 Train Accuracy (%): 48.47999954223633 	 Test Accuracy (%): 43.29999923706055	 gHg: 29.185890197753906	 smoothness 18.73666763305664	 sharpness 23.746633529663086
==> Epoch 478/2000
==> Test
Train Loss 1.4593868255615234	 Train Accuracy (%): 47.68000030517578 	 Test Accuracy (%): 43.66999816894531	 gHg: 29.8902530670166	 smoothness 18.92804718017578	 sharpness 27.358861923217773
==> Epoch 479/2000
==> Test
Train Loss 1.4420671463012695	 Train Accuracy (%): 48.63999938964844 	 Test Accuracy (%): 43.33000183105469	 gHg: 27.487442016601562	 smoothness 18.757394790649414	 sharpness 23.789514541625977
==> Epoch 480/2000
==> Test
Train Loss 1.443471908569336	 Train Accuracy (%): 48.84000015258789 	 Test Accuracy (%): 43.619998931884766	 gHg: 28.449050903320312	 smoothness 18.751953125	 sharpness 27.820831298828125
==> Epoch 481/2000
==> Test
Train Loss 1.4575614929199219	 Train Accuracy (%): 47.959999084472656 	 Test Accuracy (%): 43.41999816894531	 gHg: 30.06471061706543	 smoothness 19.074249267578125	 sharpness 26.586044311523438
==> Epoch 482/2000
==> Test
Train Loss 1.444035530090332	 Train Accuracy (%): 48.47999954223633 	 Test Accuracy (%): 43.439998626708984	 gHg: 31.07978057861328	 smoothness 19.195884704589844	 sharpness 28.221054077148438
==> Epoch 483/2000
==> Test
Train Loss 1.4451961517333984	 Train Accuracy (%): 48.220001220703125 	 Test Accuracy (%): 43.040000915527344	 gHg: 33.12500762939453	 smoothness 19.165063858032227	 sharpness 27.39230728149414
==> Epoch 484/2000
==> Test
Train Loss 1.4370298385620117	 Train Accuracy (%): 48.599998474121094 	 Test Accuracy (%): 43.31999969482422	 gHg: 35.05940246582031	 smoothness 19.259517669677734	 sharpness 28.381389617919922
==> Epoch 485/2000
==> Test
Train Loss 1.444401502609253	 Train Accuracy (%): 48.31999969482422 	 Test Accuracy (%): 43.06999969482422	 gHg: 34.002708435058594	 smoothness 19.155353546142578	 sharpness 27.659372329711914
==> Epoch 486/2000
==> Test
Train Loss 1.4606798887252808	 Train Accuracy (%): 47.060001373291016 	 Test Accuracy (%): 43.400001525878906	 gHg: 36.3840217590332	 smoothness 19.068723678588867	 sharpness 28.655778884887695
==> Epoch 487/2000
==> Test
Train Loss 1.4529331922531128	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 43.33000183105469	 gHg: 32.13041687011719	 smoothness 18.730642318725586	 sharpness 27.435245513916016
==> Epoch 488/2000
==> Test
Train Loss 1.4357026815414429	 Train Accuracy (%): 48.060001373291016 	 Test Accuracy (%): 43.54999923706055	 gHg: 29.11378288269043	 smoothness 18.48750114440918	 sharpness 27.668731689453125
==> Epoch 489/2000
==> Test
Train Loss 1.4448374509811401	 Train Accuracy (%): 48.779998779296875 	 Test Accuracy (%): 43.4900016784668	 gHg: 25.70366859436035	 smoothness 18.57309913635254	 sharpness 27.161100387573242
==> Epoch 490/2000
==> Test
Train Loss 1.429539680480957	 Train Accuracy (%): 47.959999084472656 	 Test Accuracy (%): 43.43000030517578	 gHg: 24.853275299072266	 smoothness 18.22292137145996	 sharpness 24.529071807861328
==> Epoch 491/2000
==> Test
Train Loss 1.4397021532058716	 Train Accuracy (%): 48.5 	 Test Accuracy (%): 43.650001525878906	 gHg: 20.272703170776367	 smoothness 18.468997955322266	 sharpness 25.92580795288086
==> Epoch 492/2000
==> Test
Train Loss 1.4272412061691284	 Train Accuracy (%): 49.47999954223633 	 Test Accuracy (%): 43.63999938964844	 gHg: 27.843917846679688	 smoothness 18.880889892578125	 sharpness 27.44758415222168
==> Epoch 493/2000
==> Test
Train Loss 1.4350732564926147	 Train Accuracy (%): 48.97999954223633 	 Test Accuracy (%): 44.099998474121094	 gHg: 22.25261878967285	 smoothness 18.64971160888672	 sharpness 26.662109375
==> Epoch 494/2000
==> Test
Train Loss 1.4333410263061523	 Train Accuracy (%): 49.36000061035156 	 Test Accuracy (%): 43.47999954223633	 gHg: 31.63653564453125	 smoothness 19.01180076599121	 sharpness 26.847578048706055
==> Epoch 495/2000
==> Test
Train Loss 1.444262146949768	 Train Accuracy (%): 48.7599983215332 	 Test Accuracy (%): 43.720001220703125	 gHg: 34.868568420410156	 smoothness 19.738582611083984	 sharpness 28.72500991821289
==> Epoch 496/2000
==> Test
Train Loss 1.443368673324585	 Train Accuracy (%): 47.779998779296875 	 Test Accuracy (%): 42.70000076293945	 gHg: 51.30440902709961	 smoothness 20.24504280090332	 sharpness 27.934450149536133
==> Epoch 497/2000
==> Test
Train Loss 1.4774999618530273	 Train Accuracy (%): 47.880001068115234 	 Test Accuracy (%): 42.9900016784668	 gHg: 71.10040283203125	 smoothness 20.919466018676758	 sharpness 30.69381332397461
==> Epoch 498/2000
==> Test
Train Loss 1.5043442249298096	 Train Accuracy (%): 46.119998931884766 	 Test Accuracy (%): 41.529998779296875	 gHg: 90.9346923828125	 smoothness 20.511075973510742	 sharpness 28.525344848632812
==> Epoch 499/2000
==> Test
Train Loss 1.5178980827331543	 Train Accuracy (%): 46.279998779296875 	 Test Accuracy (%): 42.439998626708984	 gHg: 94.61644744873047	 smoothness 19.717187881469727	 sharpness 31.490476608276367
==> Epoch 500/2000
==> Test
Train Loss 1.5202617645263672	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 42.150001525878906	 gHg: 70.80840301513672	 smoothness 18.559921264648438	 sharpness 26.373760223388672
==> Epoch 501/2000
==> Test
Train Loss 1.4849236011505127	 Train Accuracy (%): 47.0 	 Test Accuracy (%): 43.119998931884766	 gHg: 56.2230110168457	 smoothness 18.15760612487793	 sharpness 28.320175170898438
==> Epoch 502/2000
==> Test
Train Loss 1.4654878377914429	 Train Accuracy (%): 48.41999816894531 	 Test Accuracy (%): 42.90999984741211	 gHg: 42.00763702392578	 smoothness 18.036781311035156	 sharpness 24.749914169311523
==> Epoch 503/2000
==> Test
Train Loss 1.4499822854995728	 Train Accuracy (%): 48.540000915527344 	 Test Accuracy (%): 43.45000076293945	 gHg: 37.74052429199219	 smoothness 18.23677635192871	 sharpness 26.213470458984375
==> Epoch 504/2000
==> Test
Train Loss 1.4434407949447632	 Train Accuracy (%): 49.41999816894531 	 Test Accuracy (%): 43.0099983215332	 gHg: 32.701332092285156	 smoothness 18.73028564453125	 sharpness 25.13200569152832
==> Epoch 505/2000
==> Test
Train Loss 1.4451713562011719	 Train Accuracy (%): 48.81999969482422 	 Test Accuracy (%): 43.720001220703125	 gHg: 37.80609893798828	 smoothness 19.06589698791504	 sharpness 26.294078826904297
==> Epoch 506/2000
==> Test
Train Loss 1.4410953521728516	 Train Accuracy (%): 48.959999084472656 	 Test Accuracy (%): 43.150001525878906	 gHg: 29.01032257080078	 smoothness 18.348695755004883	 sharpness 26.011093139648438
==> Epoch 507/2000
==> Test
Train Loss 1.4269989728927612	 Train Accuracy (%): 48.720001220703125 	 Test Accuracy (%): 44.06999969482422	 gHg: 29.751041412353516	 smoothness 18.582767486572266	 sharpness 25.98684310913086
==> Epoch 508/2000
==> Test
Train Loss 1.4366397857666016	 Train Accuracy (%): 48.86000061035156 	 Test Accuracy (%): 43.279998779296875	 gHg: 25.856775283813477	 smoothness 18.789278030395508	 sharpness 26.545089721679688
==> Epoch 509/2000
==> Test
Train Loss 1.429533839225769	 Train Accuracy (%): 49.08000183105469 	 Test Accuracy (%): 44.22999954223633	 gHg: 32.6695442199707	 smoothness 19.110305786132812	 sharpness 27.787254333496094
==> Epoch 510/2000
==> Test
Train Loss 1.4452323913574219	 Train Accuracy (%): 48.5 	 Test Accuracy (%): 43.2599983215332	 gHg: 29.517654418945312	 smoothness 19.110897064208984	 sharpness 27.450849533081055
==> Epoch 511/2000
==> Test
Train Loss 1.4307078123092651	 Train Accuracy (%): 49.060001373291016 	 Test Accuracy (%): 44.13999938964844	 gHg: 36.770931243896484	 smoothness 19.20185089111328	 sharpness 28.14719009399414
==> Epoch 512/2000
==> Test
Train Loss 1.4414622783660889	 Train Accuracy (%): 48.2400016784668 	 Test Accuracy (%): 42.93000030517578	 gHg: 31.127243041992188	 smoothness 19.14912986755371	 sharpness 27.122461318969727
==> Epoch 513/2000
==> Test
Train Loss 1.4261515140533447	 Train Accuracy (%): 49.880001068115234 	 Test Accuracy (%): 44.060001373291016	 gHg: 44.89110565185547	 smoothness 19.489858627319336	 sharpness 28.170656204223633
==> Epoch 514/2000
==> Test
Train Loss 1.4395335912704468	 Train Accuracy (%): 49.36000061035156 	 Test Accuracy (%): 42.650001525878906	 gHg: 37.91042709350586	 smoothness 19.414409637451172	 sharpness 27.276912689208984
==> Epoch 515/2000
==> Test
Train Loss 1.4543168544769287	 Train Accuracy (%): 47.959999084472656 	 Test Accuracy (%): 43.40999984741211	 gHg: 64.70326232910156	 smoothness 20.2327938079834	 sharpness 28.608654022216797
==> Epoch 516/2000
==> Test
Train Loss 1.4807406663894653	 Train Accuracy (%): 47.02000045776367 	 Test Accuracy (%): 41.619998931884766	 gHg: 72.42633056640625	 smoothness 20.2142391204834	 sharpness 28.083349227905273
==> Epoch 517/2000
==> Test
Train Loss 1.492417573928833	 Train Accuracy (%): 46.400001525878906 	 Test Accuracy (%): 43.5099983215332	 gHg: 82.08248138427734	 smoothness 19.851558685302734	 sharpness 29.270254135131836
==> Epoch 518/2000
==> Test
Train Loss 1.5119531154632568	 Train Accuracy (%): 45.2400016784668 	 Test Accuracy (%): 41.15999984741211	 gHg: 94.5116958618164	 smoothness 19.594331741333008	 sharpness 28.079545974731445
==> Epoch 519/2000
==> Test
Train Loss 1.5117607116699219	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 43.7599983215332	 gHg: 67.71382141113281	 smoothness 18.587451934814453	 sharpness 27.507360458374023
==> Epoch 520/2000
==> Test
Train Loss 1.4723838567733765	 Train Accuracy (%): 47.34000015258789 	 Test Accuracy (%): 43.04999923706055	 gHg: 52.89743423461914	 smoothness 17.951108932495117	 sharpness 24.91786766052246
==> Epoch 521/2000
==> Test
Train Loss 1.4487286806106567	 Train Accuracy (%): 48.20000076293945 	 Test Accuracy (%): 43.970001220703125	 gHg: 35.702945709228516	 smoothness 17.853515625	 sharpness 25.277034759521484
==> Epoch 522/2000
==> Test
Train Loss 1.4340137243270874	 Train Accuracy (%): 48.560001373291016 	 Test Accuracy (%): 43.81999969482422	 gHg: 25.849414825439453	 smoothness 17.621065139770508	 sharpness 23.257766723632812
==> Epoch 523/2000
==> Test
Train Loss 1.4175292253494263	 Train Accuracy (%): 50.0 	 Test Accuracy (%): 44.40999984741211	 gHg: 20.327327728271484	 smoothness 17.659351348876953	 sharpness 24.707189559936523
==> Epoch 524/2000
==> Test
Train Loss 1.4115818738937378	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 44.04999923706055	 gHg: 17.96091079711914	 smoothness 17.980070114135742	 sharpness 23.300201416015625
==> Epoch 525/2000
==> Test
Train Loss 1.4130537509918213	 Train Accuracy (%): 50.52000045776367 	 Test Accuracy (%): 44.13999938964844	 gHg: 22.144405364990234	 smoothness 19.017757415771484	 sharpness 25.338045120239258
==> Epoch 526/2000
==> Test
Train Loss 1.4203613996505737	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.790000915527344	 gHg: 24.757373809814453	 smoothness 18.938121795654297	 sharpness 24.69312286376953
==> Epoch 527/2000
==> Test
Train Loss 1.4300732612609863	 Train Accuracy (%): 49.400001525878906 	 Test Accuracy (%): 44.130001068115234	 gHg: 32.63888168334961	 smoothness 19.640066146850586	 sharpness 27.2330265045166
==> Epoch 528/2000
==> Test
Train Loss 1.431760311126709	 Train Accuracy (%): 48.959999084472656 	 Test Accuracy (%): 43.68000030517578	 gHg: 36.891178131103516	 smoothness 19.609590530395508	 sharpness 26.735219955444336
==> Epoch 529/2000
==> Test
Train Loss 1.431307077407837	 Train Accuracy (%): 48.68000030517578 	 Test Accuracy (%): 44.08000183105469	 gHg: 39.355621337890625	 smoothness 19.350048065185547	 sharpness 27.885177612304688
==> Epoch 530/2000
==> Test
Train Loss 1.4415291547775269	 Train Accuracy (%): 48.34000015258789 	 Test Accuracy (%): 43.56999969482422	 gHg: 47.02261734008789	 smoothness 19.552072525024414	 sharpness 28.73760414123535
==> Epoch 531/2000
==> Test
Train Loss 1.452500343322754	 Train Accuracy (%): 48.400001525878906 	 Test Accuracy (%): 43.77000045776367	 gHg: 44.31252670288086	 smoothness 19.48710823059082	 sharpness 27.915781021118164
==> Epoch 532/2000
==> Test
Train Loss 1.4563093185424805	 Train Accuracy (%): 48.52000045776367 	 Test Accuracy (%): 42.88999938964844	 gHg: 54.96907424926758	 smoothness 19.607601165771484	 sharpness 29.041297912597656
==> Epoch 533/2000
==> Test
Train Loss 1.455175518989563	 Train Accuracy (%): 48.31999969482422 	 Test Accuracy (%): 43.45000076293945	 gHg: 40.82233810424805	 smoothness 18.978368759155273	 sharpness 27.59345245361328
==> Epoch 534/2000
==> Test
Train Loss 1.4290592670440674	 Train Accuracy (%): 49.7599983215332 	 Test Accuracy (%): 43.400001525878906	 gHg: 48.763858795166016	 smoothness 18.708600997924805	 sharpness 28.775217056274414
==> Epoch 535/2000
==> Test
Train Loss 1.4320557117462158	 Train Accuracy (%): 49.060001373291016 	 Test Accuracy (%): 43.400001525878906	 gHg: 30.141931533813477	 smoothness 18.450349807739258	 sharpness 25.272953033447266
==> Epoch 536/2000
==> Test
Train Loss 1.4212870597839355	 Train Accuracy (%): 49.7400016784668 	 Test Accuracy (%): 43.72999954223633	 gHg: 33.72525405883789	 smoothness 18.18817901611328	 sharpness 26.985132217407227
==> Epoch 537/2000
==> Test
Train Loss 1.431106448173523	 Train Accuracy (%): 48.060001373291016 	 Test Accuracy (%): 43.650001525878906	 gHg: 25.477787017822266	 smoothness 18.767925262451172	 sharpness 25.74186897277832
==> Epoch 538/2000
==> Test
Train Loss 1.421346664428711	 Train Accuracy (%): 49.939998626708984 	 Test Accuracy (%): 43.5	 gHg: 38.80089569091797	 smoothness 19.410991668701172	 sharpness 26.974384307861328
==> Epoch 539/2000
==> Test
Train Loss 1.42709219455719	 Train Accuracy (%): 49.400001525878906 	 Test Accuracy (%): 43.560001373291016	 gHg: 30.665721893310547	 smoothness 19.048856735229492	 sharpness 24.635400772094727
==> Epoch 540/2000
==> Test
Train Loss 1.421704649925232	 Train Accuracy (%): 49.31999969482422 	 Test Accuracy (%): 43.5	 gHg: 38.33761978149414	 smoothness 18.93531036376953	 sharpness 26.830671310424805
==> Epoch 541/2000
==> Test
Train Loss 1.4316588640213013	 Train Accuracy (%): 49.20000076293945 	 Test Accuracy (%): 43.400001525878906	 gHg: 33.972320556640625	 smoothness 19.161840438842773	 sharpness 27.373750686645508
==> Epoch 542/2000
==> Test
Train Loss 1.4241667985916138	 Train Accuracy (%): 49.41999816894531 	 Test Accuracy (%): 44.040000915527344	 gHg: 38.30580520629883	 smoothness 19.120441436767578	 sharpness 27.127899169921875
==> Epoch 543/2000
==> Test
Train Loss 1.4264987707138062	 Train Accuracy (%): 48.5 	 Test Accuracy (%): 43.220001220703125	 gHg: 34.666229248046875	 smoothness 18.86737823486328	 sharpness 26.619953155517578
==> Epoch 544/2000
==> Test
Train Loss 1.432486891746521	 Train Accuracy (%): 48.7599983215332 	 Test Accuracy (%): 44.040000915527344	 gHg: 38.091251373291016	 smoothness 19.04775619506836	 sharpness 26.26802635192871
==> Epoch 545/2000
==> Test
Train Loss 1.4216336011886597	 Train Accuracy (%): 49.119998931884766 	 Test Accuracy (%): 42.939998626708984	 gHg: 36.94743347167969	 smoothness 19.12704849243164	 sharpness 26.214706420898438
==> Epoch 546/2000
==> Test
Train Loss 1.4208017587661743	 Train Accuracy (%): 49.599998474121094 	 Test Accuracy (%): 43.779998779296875	 gHg: 51.555381774902344	 smoothness 19.819316864013672	 sharpness 26.183298110961914
==> Epoch 547/2000
==> Test
Train Loss 1.443496823310852	 Train Accuracy (%): 47.720001220703125 	 Test Accuracy (%): 42.09000015258789	 gHg: 50.87257385253906	 smoothness 19.879032135009766	 sharpness 26.05891227722168
==> Epoch 548/2000
==> Test
Train Loss 1.440347671508789	 Train Accuracy (%): 48.220001220703125 	 Test Accuracy (%): 43.650001525878906	 gHg: 65.37567138671875	 smoothness 19.8010196685791	 sharpness 28.240976333618164
==> Epoch 549/2000
==> Test
Train Loss 1.4548169374465942	 Train Accuracy (%): 47.47999954223633 	 Test Accuracy (%): 42.36000061035156	 gHg: 60.26741027832031	 smoothness 19.402061462402344	 sharpness 27.21554946899414
==> Epoch 550/2000
==> Test
Train Loss 1.4419399499893188	 Train Accuracy (%): 48.900001525878906 	 Test Accuracy (%): 44.36000061035156	 gHg: 55.53141784667969	 smoothness 18.690963745117188	 sharpness 28.942764282226562
==> Epoch 551/2000
==> Test
Train Loss 1.4390616416931152	 Train Accuracy (%): 47.97999954223633 	 Test Accuracy (%): 42.97999954223633	 gHg: 42.293601989746094	 smoothness 18.518184661865234	 sharpness 25.901012420654297
==> Epoch 552/2000
==> Test
Train Loss 1.4332771301269531	 Train Accuracy (%): 48.939998626708984 	 Test Accuracy (%): 44.4900016784668	 gHg: 41.59581756591797	 smoothness 18.588001251220703	 sharpness 28.5286808013916
==> Epoch 553/2000
==> Test
Train Loss 1.4329040050506592	 Train Accuracy (%): 48.7400016784668 	 Test Accuracy (%): 43.2400016784668	 gHg: 32.20305633544922	 smoothness 18.655120849609375	 sharpness 25.0400333404541
==> Epoch 554/2000
==> Test
Train Loss 1.4231138229370117	 Train Accuracy (%): 49.20000076293945 	 Test Accuracy (%): 44.66999816894531	 gHg: 35.442352294921875	 smoothness 18.70235252380371	 sharpness 27.840578079223633
==> Epoch 555/2000
==> Test
Train Loss 1.4122480154037476	 Train Accuracy (%): 49.36000061035156 	 Test Accuracy (%): 43.63999938964844	 gHg: 27.243911743164062	 smoothness 18.57506561279297	 sharpness 24.70067596435547
==> Epoch 556/2000
==> Test
Train Loss 1.3999993801116943	 Train Accuracy (%): 49.900001525878906 	 Test Accuracy (%): 44.400001525878906	 gHg: 31.087543487548828	 smoothness 18.514192581176758	 sharpness 28.0693359375
==> Epoch 557/2000
==> Test
Train Loss 1.4159257411956787	 Train Accuracy (%): 49.58000183105469 	 Test Accuracy (%): 43.68000030517578	 gHg: 26.00635528564453	 smoothness 18.927066802978516	 sharpness 25.784467697143555
==> Epoch 558/2000
==> Test
Train Loss 1.4069983959197998	 Train Accuracy (%): 49.439998626708984 	 Test Accuracy (%): 44.470001220703125	 gHg: 33.538978576660156	 smoothness 19.139047622680664	 sharpness 27.730266571044922
==> Epoch 559/2000
==> Test
Train Loss 1.416765570640564	 Train Accuracy (%): 48.97999954223633 	 Test Accuracy (%): 43.63999938964844	 gHg: 30.520273208618164	 smoothness 19.259098052978516	 sharpness 26.052932739257812
==> Epoch 560/2000
==> Test
Train Loss 1.4166802167892456	 Train Accuracy (%): 49.779998779296875 	 Test Accuracy (%): 44.41999816894531	 gHg: 41.18921661376953	 smoothness 19.56437110900879	 sharpness 27.76570701599121
==> Epoch 561/2000
==> Test
Train Loss 1.4195613861083984	 Train Accuracy (%): 49.52000045776367 	 Test Accuracy (%): 43.4900016784668	 gHg: 33.7211799621582	 smoothness 19.063568115234375	 sharpness 24.852161407470703
==> Epoch 562/2000
==> Test
Train Loss 1.4118690490722656	 Train Accuracy (%): 49.380001068115234 	 Test Accuracy (%): 44.459999084472656	 gHg: 40.21720886230469	 smoothness 18.776622772216797	 sharpness 28.34623908996582
==> Epoch 563/2000
==> Test
Train Loss 1.414076805114746	 Train Accuracy (%): 49.560001373291016 	 Test Accuracy (%): 43.43000030517578	 gHg: 29.218902587890625	 smoothness 18.69118881225586	 sharpness 25.79798126220703
==> Epoch 564/2000
==> Test
Train Loss 1.3984242677688599	 Train Accuracy (%): 50.560001373291016 	 Test Accuracy (%): 44.34000015258789	 gHg: 35.4832878112793	 smoothness 18.75754165649414	 sharpness 28.333311080932617
==> Epoch 565/2000
==> Test
Train Loss 1.406885027885437	 Train Accuracy (%): 49.68000030517578 	 Test Accuracy (%): 43.65999984741211	 gHg: 29.961410522460938	 smoothness 18.823083877563477	 sharpness 25.734302520751953
==> Epoch 566/2000
==> Test
Train Loss 1.4094791412353516	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 44.65999984741211	 gHg: 34.57014465332031	 smoothness 18.77501106262207	 sharpness 28.640323638916016
==> Epoch 567/2000
==> Test
Train Loss 1.4126712083816528	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.88999938964844	 gHg: 34.64939498901367	 smoothness 18.824735641479492	 sharpness 27.13705062866211
==> Epoch 568/2000
==> Test
Train Loss 1.4144220352172852	 Train Accuracy (%): 49.560001373291016 	 Test Accuracy (%): 44.439998626708984	 gHg: 40.80830001831055	 smoothness 19.328468322753906	 sharpness 29.162328720092773
==> Epoch 569/2000
==> Test
Train Loss 1.4313627481460571	 Train Accuracy (%): 48.459999084472656 	 Test Accuracy (%): 43.59000015258789	 gHg: 51.945640563964844	 smoothness 20.243736267089844	 sharpness 28.76861000061035
==> Epoch 570/2000
==> Test
Train Loss 1.442955732345581	 Train Accuracy (%): 48.400001525878906 	 Test Accuracy (%): 43.93000030517578	 gHg: 66.79542541503906	 smoothness 20.105852127075195	 sharpness 30.583114624023438
==> Epoch 571/2000
==> Test
Train Loss 1.4539976119995117	 Train Accuracy (%): 46.560001373291016 	 Test Accuracy (%): 43.720001220703125	 gHg: 60.0853271484375	 smoothness 19.420883178710938	 sharpness 29.537954330444336
==> Epoch 572/2000
==> Test
Train Loss 1.4417258501052856	 Train Accuracy (%): 48.2400016784668 	 Test Accuracy (%): 43.75	 gHg: 59.74545669555664	 smoothness 18.844884872436523	 sharpness 29.18435287475586
==> Epoch 573/2000
==> Test
Train Loss 1.4371540546417236	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 44.29999923706055	 gHg: 45.125892639160156	 smoothness 18.500988006591797	 sharpness 28.324729919433594
==> Epoch 574/2000
==> Test
Train Loss 1.420426607131958	 Train Accuracy (%): 49.119998931884766 	 Test Accuracy (%): 44.11000061035156	 gHg: 36.461185455322266	 smoothness 18.00788116455078	 sharpness 26.965890884399414
==> Epoch 575/2000
==> Test
Train Loss 1.410079836845398	 Train Accuracy (%): 49.91999816894531 	 Test Accuracy (%): 44.939998626708984	 gHg: 38.18927764892578	 smoothness 18.739330291748047	 sharpness 27.382858276367188
==> Epoch 576/2000
==> Test
Train Loss 1.4044592380523682	 Train Accuracy (%): 49.939998626708984 	 Test Accuracy (%): 43.68000030517578	 gHg: 30.152971267700195	 smoothness 18.672992706298828	 sharpness 25.390676498413086
==> Epoch 577/2000
==> Test
Train Loss 1.399661898612976	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 44.38999938964844	 gHg: 43.66195297241211	 smoothness 18.97687339782715	 sharpness 27.905113220214844
==> Epoch 578/2000
==> Test
Train Loss 1.408787727355957	 Train Accuracy (%): 50.060001373291016 	 Test Accuracy (%): 43.72999954223633	 gHg: 30.295881271362305	 smoothness 18.95964241027832	 sharpness 24.523399353027344
==> Epoch 579/2000
==> Test
Train Loss 1.4073245525360107	 Train Accuracy (%): 50.220001220703125 	 Test Accuracy (%): 43.939998626708984	 gHg: 54.16273498535156	 smoothness 19.57490348815918	 sharpness 28.071565628051758
==> Epoch 580/2000
==> Test
Train Loss 1.4227396249771118	 Train Accuracy (%): 49.36000061035156 	 Test Accuracy (%): 43.2599983215332	 gHg: 39.841552734375	 smoothness 19.44994354248047	 sharpness 26.339624404907227
==> Epoch 581/2000
==> Test
Train Loss 1.4146281480789185	 Train Accuracy (%): 50.29999923706055 	 Test Accuracy (%): 43.900001525878906	 gHg: 59.11167526245117	 smoothness 19.452844619750977	 sharpness 26.422603607177734
==> Epoch 582/2000
==> Test
Train Loss 1.4296045303344727	 Train Accuracy (%): 49.040000915527344 	 Test Accuracy (%): 43.04999923706055	 gHg: 43.54368591308594	 smoothness 19.088987350463867	 sharpness 25.370054244995117
==> Epoch 583/2000
==> Test
Train Loss 1.422729730606079	 Train Accuracy (%): 49.13999938964844 	 Test Accuracy (%): 43.86000061035156	 gHg: 49.73135757446289	 smoothness 18.870710372924805	 sharpness 25.459869384765625
==> Epoch 584/2000
==> Test
Train Loss 1.4254728555679321	 Train Accuracy (%): 48.720001220703125 	 Test Accuracy (%): 43.220001220703125	 gHg: 45.30706024169922	 smoothness 19.297151565551758	 sharpness 26.682775497436523
==> Epoch 585/2000
==> Test
Train Loss 1.4208601713180542	 Train Accuracy (%): 49.41999816894531 	 Test Accuracy (%): 43.880001068115234	 gHg: 52.52301788330078	 smoothness 19.39139747619629	 sharpness 26.732345581054688
==> Epoch 586/2000
==> Test
Train Loss 1.4265966415405273	 Train Accuracy (%): 48.84000015258789 	 Test Accuracy (%): 43.18000030517578	 gHg: 52.49467468261719	 smoothness 19.37115478515625	 sharpness 27.855924606323242
==> Epoch 587/2000
==> Test
Train Loss 1.4230531454086304	 Train Accuracy (%): 48.939998626708984 	 Test Accuracy (%): 44.5	 gHg: 45.16215133666992	 smoothness 18.76423454284668	 sharpness 27.602184295654297
==> Epoch 588/2000
==> Test
Train Loss 1.4167802333831787	 Train Accuracy (%): 49.02000045776367 	 Test Accuracy (%): 43.40999984741211	 gHg: 45.856407165527344	 smoothness 18.870996475219727	 sharpness 27.81694984436035
==> Epoch 589/2000
==> Test
Train Loss 1.4226725101470947	 Train Accuracy (%): 48.880001068115234 	 Test Accuracy (%): 44.810001373291016	 gHg: 37.43993377685547	 smoothness 18.759035110473633	 sharpness 27.85438346862793
==> Epoch 590/2000
==> Test
Train Loss 1.4072624444961548	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 43.45000076293945	 gHg: 38.141822814941406	 smoothness 18.589244842529297	 sharpness 26.80078125
==> Epoch 591/2000
==> Test
Train Loss 1.4054228067398071	 Train Accuracy (%): 49.2400016784668 	 Test Accuracy (%): 44.959999084472656	 gHg: 32.98303985595703	 smoothness 18.915754318237305	 sharpness 29.367069244384766
==> Epoch 592/2000
==> Test
Train Loss 1.3993778228759766	 Train Accuracy (%): 49.86000061035156 	 Test Accuracy (%): 43.93000030517578	 gHg: 36.52680587768555	 smoothness 18.737201690673828	 sharpness 24.676403045654297
==> Epoch 593/2000
==> Test
Train Loss 1.4065194129943848	 Train Accuracy (%): 50.540000915527344 	 Test Accuracy (%): 44.959999084472656	 gHg: 28.947084426879883	 smoothness 18.763195037841797	 sharpness 28.713655471801758
==> Epoch 594/2000
==> Test
Train Loss 1.409239649772644	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.959999084472656	 gHg: 38.22860336303711	 smoothness 18.981040954589844	 sharpness 26.233905792236328
==> Epoch 595/2000
==> Test
Train Loss 1.4107792377471924	 Train Accuracy (%): 49.900001525878906 	 Test Accuracy (%): 44.7599983215332	 gHg: 35.321319580078125	 smoothness 19.224641799926758	 sharpness 29.830936431884766
==> Epoch 596/2000
==> Test
Train Loss 1.4050097465515137	 Train Accuracy (%): 50.040000915527344 	 Test Accuracy (%): 43.93000030517578	 gHg: 42.03598403930664	 smoothness 19.153038024902344	 sharpness 26.010807037353516
==> Epoch 597/2000
==> Test
Train Loss 1.4099571704864502	 Train Accuracy (%): 49.08000183105469 	 Test Accuracy (%): 44.439998626708984	 gHg: 41.128150939941406	 smoothness 19.189611434936523	 sharpness 30.159456253051758
==> Epoch 598/2000
==> Test
Train Loss 1.4124929904937744	 Train Accuracy (%): 48.900001525878906 	 Test Accuracy (%): 44.09000015258789	 gHg: 42.242549896240234	 smoothness 19.16836166381836	 sharpness 25.51883888244629
==> Epoch 599/2000
==> Test
Train Loss 1.4104690551757812	 Train Accuracy (%): 50.279998779296875 	 Test Accuracy (%): 44.310001373291016	 gHg: 46.717098236083984	 smoothness 19.412080764770508	 sharpness 30.50971794128418
==> Epoch 600/2000
==> Test
Train Loss 1.4193589687347412	 Train Accuracy (%): 49.5 	 Test Accuracy (%): 43.599998474121094	 gHg: 44.5125617980957	 smoothness 19.165637969970703	 sharpness 27.261497497558594
==> Epoch 601/2000
==> Test
Train Loss 1.4065901041030884	 Train Accuracy (%): 49.34000015258789 	 Test Accuracy (%): 44.33000183105469	 gHg: 46.12114715576172	 smoothness 19.056922912597656	 sharpness 29.012666702270508
==> Epoch 602/2000
==> Test
Train Loss 1.4065130949020386	 Train Accuracy (%): 49.15999984741211 	 Test Accuracy (%): 44.220001220703125	 gHg: 39.486480712890625	 smoothness 18.91694450378418	 sharpness 27.260465621948242
==> Epoch 603/2000
==> Test
Train Loss 1.3982229232788086	 Train Accuracy (%): 50.599998474121094 	 Test Accuracy (%): 44.34000015258789	 gHg: 43.55080795288086	 smoothness 19.0683536529541	 sharpness 26.87627410888672
==> Epoch 604/2000
==> Test
Train Loss 1.4021480083465576	 Train Accuracy (%): 49.900001525878906 	 Test Accuracy (%): 44.08000183105469	 gHg: 38.54844665527344	 smoothness 18.886272430419922	 sharpness 27.8060302734375
==> Epoch 605/2000
==> Test
Train Loss 1.4016882181167603	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 44.290000915527344	 gHg: 40.101905822753906	 smoothness 18.770217895507812	 sharpness 26.709487915039062
==> Epoch 606/2000
==> Test
Train Loss 1.398909568786621	 Train Accuracy (%): 50.619998931884766 	 Test Accuracy (%): 44.47999954223633	 gHg: 33.857547760009766	 smoothness 18.77677345275879	 sharpness 26.888240814208984
==> Epoch 607/2000
==> Test
Train Loss 1.399966835975647	 Train Accuracy (%): 50.060001373291016 	 Test Accuracy (%): 43.810001373291016	 gHg: 43.48216247558594	 smoothness 19.305940628051758	 sharpness 26.517505645751953
==> Epoch 608/2000
==> Test
Train Loss 1.4213072061538696	 Train Accuracy (%): 49.779998779296875 	 Test Accuracy (%): 44.0	 gHg: 41.22934341430664	 smoothness 19.545663833618164	 sharpness 27.644411087036133
==> Epoch 609/2000
==> Test
Train Loss 1.4101946353912354	 Train Accuracy (%): 48.7599983215332 	 Test Accuracy (%): 43.33000183105469	 gHg: 50.2144775390625	 smoothness 19.23307991027832	 sharpness 27.782085418701172
==> Epoch 610/2000
==> Test
Train Loss 1.414457082748413	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.9900016784668	 gHg: 44.69303512573242	 smoothness 19.284870147705078	 sharpness 27.911672592163086
==> Epoch 611/2000
==> Test
Train Loss 1.4189845323562622	 Train Accuracy (%): 48.79999923706055 	 Test Accuracy (%): 43.279998779296875	 gHg: 48.07448196411133	 smoothness 18.866281509399414	 sharpness 27.28789520263672
==> Epoch 612/2000
==> Test
Train Loss 1.4131357669830322	 Train Accuracy (%): 49.52000045776367 	 Test Accuracy (%): 44.22999954223633	 gHg: 40.73893356323242	 smoothness 18.75269889831543	 sharpness 26.93733024597168
==> Epoch 613/2000
==> Test
Train Loss 1.3955821990966797	 Train Accuracy (%): 49.86000061035156 	 Test Accuracy (%): 43.63999938964844	 gHg: 37.741905212402344	 smoothness 18.60370635986328	 sharpness 26.39928436279297
==> Epoch 614/2000
==> Test
Train Loss 1.4083104133605957	 Train Accuracy (%): 49.70000076293945 	 Test Accuracy (%): 44.529998779296875	 gHg: 36.409019470214844	 smoothness 19.00325584411621	 sharpness 26.203092575073242
==> Epoch 615/2000
==> Test
Train Loss 1.392410159111023	 Train Accuracy (%): 49.91999816894531 	 Test Accuracy (%): 43.72999954223633	 gHg: 33.783485412597656	 smoothness 18.671424865722656	 sharpness 26.42005157470703
==> Epoch 616/2000
==> Test
Train Loss 1.3948400020599365	 Train Accuracy (%): 50.060001373291016 	 Test Accuracy (%): 44.540000915527344	 gHg: 33.64391326904297	 smoothness 18.761259078979492	 sharpness 25.527631759643555
==> Epoch 617/2000
==> Test
Train Loss 1.3998122215270996	 Train Accuracy (%): 49.959999084472656 	 Test Accuracy (%): 43.90999984741211	 gHg: 36.31053924560547	 smoothness 19.294178009033203	 sharpness 27.27741241455078
==> Epoch 618/2000
==> Test
Train Loss 1.4066431522369385	 Train Accuracy (%): 49.7400016784668 	 Test Accuracy (%): 44.599998474121094	 gHg: 44.545616149902344	 smoothness 19.720409393310547	 sharpness 24.965530395507812
==> Epoch 619/2000
==> Test
Train Loss 1.3970431089401245	 Train Accuracy (%): 49.279998779296875 	 Test Accuracy (%): 43.869998931884766	 gHg: 43.19261932373047	 smoothness 19.243806838989258	 sharpness 27.165420532226562
==> Epoch 620/2000
==> Test
Train Loss 1.3977820873260498	 Train Accuracy (%): 50.279998779296875 	 Test Accuracy (%): 44.72999954223633	 gHg: 44.4980583190918	 smoothness 19.230243682861328	 sharpness 25.548439025878906
==> Epoch 621/2000
==> Test
Train Loss 1.3959672451019287	 Train Accuracy (%): 49.560001373291016 	 Test Accuracy (%): 44.119998931884766	 gHg: 41.088565826416016	 smoothness 18.671478271484375	 sharpness 26.785091400146484
==> Epoch 622/2000
==> Test
Train Loss 1.3904422521591187	 Train Accuracy (%): 51.5 	 Test Accuracy (%): 45.02000045776367	 gHg: 32.033546447753906	 smoothness 18.203155517578125	 sharpness 24.25565528869629
==> Epoch 623/2000
==> Test
Train Loss 1.3865623474121094	 Train Accuracy (%): 49.900001525878906 	 Test Accuracy (%): 44.40999984741211	 gHg: 34.12574005126953	 smoothness 18.6527042388916	 sharpness 26.088979721069336
==> Epoch 624/2000
==> Test
Train Loss 1.3893845081329346	 Train Accuracy (%): 50.70000076293945 	 Test Accuracy (%): 44.380001068115234	 gHg: 34.02314758300781	 smoothness 19.121068954467773	 sharpness 25.280115127563477
==> Epoch 625/2000
==> Test
Train Loss 1.3956316709518433	 Train Accuracy (%): 49.5 	 Test Accuracy (%): 44.560001373291016	 gHg: 43.48271942138672	 smoothness 19.271018981933594	 sharpness 28.931652069091797
==> Epoch 626/2000
==> Test
Train Loss 1.3932876586914062	 Train Accuracy (%): 50.84000015258789 	 Test Accuracy (%): 44.29999923706055	 gHg: 41.140525817871094	 smoothness 19.4703426361084	 sharpness 25.353282928466797
==> Epoch 627/2000
==> Test
Train Loss 1.3933043479919434	 Train Accuracy (%): 50.15999984741211 	 Test Accuracy (%): 43.84000015258789	 gHg: 71.19571685791016	 smoothness 20.255563735961914	 sharpness 31.163110733032227
==> Epoch 628/2000
==> Test
Train Loss 1.4292653799057007	 Train Accuracy (%): 49.34000015258789 	 Test Accuracy (%): 43.16999816894531	 gHg: 60.64508819580078	 smoothness 19.82163429260254	 sharpness 26.415912628173828
==> Epoch 629/2000
==> Test
Train Loss 1.4244096279144287	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.7400016784668	 gHg: 87.65705871582031	 smoothness 19.598520278930664	 sharpness 31.018827438354492
==> Epoch 630/2000
==> Test
Train Loss 1.4321357011795044	 Train Accuracy (%): 49.7599983215332 	 Test Accuracy (%): 43.59000015258789	 gHg: 56.005462646484375	 smoothness 18.83030128479004	 sharpness 27.33811378479004
==> Epoch 631/2000
==> Test
Train Loss 1.4053258895874023	 Train Accuracy (%): 50.119998931884766 	 Test Accuracy (%): 44.369998931884766	 gHg: 50.493553161621094	 smoothness 18.018177032470703	 sharpness 27.380138397216797
==> Epoch 632/2000
==> Test
Train Loss 1.3932876586914062	 Train Accuracy (%): 50.41999816894531 	 Test Accuracy (%): 44.06999969482422	 gHg: 33.12873077392578	 smoothness 18.164213180541992	 sharpness 24.69577980041504
==> Epoch 633/2000
==> Test
Train Loss 1.3711990118026733	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 45.18000030517578	 gHg: 32.007843017578125	 smoothness 18.134578704833984	 sharpness 25.99833106994629
==> Epoch 634/2000
==> Test
Train Loss 1.3805304765701294	 Train Accuracy (%): 51.2400016784668 	 Test Accuracy (%): 44.189998626708984	 gHg: 27.883499145507812	 smoothness 18.69973373413086	 sharpness 25.140649795532227
==> Epoch 635/2000
==> Test
Train Loss 1.385404348373413	 Train Accuracy (%): 51.34000015258789 	 Test Accuracy (%): 45.150001525878906	 gHg: 32.10778045654297	 smoothness 18.814393997192383	 sharpness 26.73756217956543
==> Epoch 636/2000
==> Test
Train Loss 1.3774274587631226	 Train Accuracy (%): 51.47999954223633 	 Test Accuracy (%): 44.16999816894531	 gHg: 28.658023834228516	 smoothness 18.881084442138672	 sharpness 26.283966064453125
==> Epoch 637/2000
==> Test
Train Loss 1.3749312162399292	 Train Accuracy (%): 50.79999923706055 	 Test Accuracy (%): 45.2400016784668	 gHg: 30.69181251525879	 smoothness 18.731060028076172	 sharpness 27.283370971679688
==> Epoch 638/2000
==> Test
Train Loss 1.3700650930404663	 Train Accuracy (%): 51.779998779296875 	 Test Accuracy (%): 44.0	 gHg: 32.3945426940918	 smoothness 19.034391403198242	 sharpness 26.67662239074707
==> Epoch 639/2000
==> Test
Train Loss 1.3755316734313965	 Train Accuracy (%): 50.36000061035156 	 Test Accuracy (%): 45.36000061035156	 gHg: 38.494964599609375	 smoothness 19.555084228515625	 sharpness 29.181934356689453
==> Epoch 640/2000
==> Test
Train Loss 1.3841534852981567	 Train Accuracy (%): 50.79999923706055 	 Test Accuracy (%): 43.880001068115234	 gHg: 43.733253479003906	 smoothness 19.521081924438477	 sharpness 28.159648895263672
==> Epoch 641/2000
==> Test
Train Loss 1.3880809545516968	 Train Accuracy (%): 50.880001068115234 	 Test Accuracy (%): 45.41999816894531	 gHg: 47.20418930053711	 smoothness 19.456418991088867	 sharpness 30.51414680480957
==> Epoch 642/2000
==> Test
Train Loss 1.3976141214370728	 Train Accuracy (%): 50.13999938964844 	 Test Accuracy (%): 43.5099983215332	 gHg: 49.16687774658203	 smoothness 19.519975662231445	 sharpness 28.110620498657227
==> Epoch 643/2000
==> Test
Train Loss 1.3925634622573853	 Train Accuracy (%): 50.220001220703125 	 Test Accuracy (%): 45.380001068115234	 gHg: 63.274879455566406	 smoothness 19.80044937133789	 sharpness 31.852602005004883
==> Epoch 644/2000
==> Test
Train Loss 1.4213297367095947	 Train Accuracy (%): 48.7400016784668 	 Test Accuracy (%): 43.70000076293945	 gHg: 52.41221618652344	 smoothness 19.19806671142578	 sharpness 27.453266143798828
==> Epoch 645/2000
==> Test
Train Loss 1.4066942930221558	 Train Accuracy (%): 50.47999954223633 	 Test Accuracy (%): 45.119998931884766	 gHg: 58.87547302246094	 smoothness 18.940982818603516	 sharpness 24.12277603149414
==> Epoch 646/2000
==> Test
Train Loss 1.4094289541244507	 Train Accuracy (%): 49.040000915527344 	 Test Accuracy (%): 43.72999954223633	 gHg: 47.070884704589844	 smoothness 19.001041412353516	 sharpness 27.224538803100586
==> Epoch 647/2000
==> Test
Train Loss 1.4024759531021118	 Train Accuracy (%): 50.08000183105469 	 Test Accuracy (%): 44.869998931884766	 gHg: 62.93705749511719	 smoothness 19.350753784179688	 sharpness 30.03422737121582
==> Epoch 648/2000
==> Test
Train Loss 1.4154711961746216	 Train Accuracy (%): 48.15999984741211 	 Test Accuracy (%): 44.08000183105469	 gHg: 40.74851989746094	 smoothness 18.66295623779297	 sharpness 26.272653579711914
==> Epoch 649/2000
==> Test
Train Loss 1.3887319564819336	 Train Accuracy (%): 51.02000045776367 	 Test Accuracy (%): 45.16999816894531	 gHg: 46.52539825439453	 smoothness 18.378076553344727	 sharpness 28.475427627563477
==> Epoch 650/2000
==> Test
Train Loss 1.3964625597000122	 Train Accuracy (%): 50.2400016784668 	 Test Accuracy (%): 44.31999969482422	 gHg: 36.143157958984375	 smoothness 18.704879760742188	 sharpness 26.243253707885742
==> Epoch 651/2000
==> Test
Train Loss 1.3769264221191406	 Train Accuracy (%): 50.84000015258789 	 Test Accuracy (%): 44.959999084472656	 gHg: 47.65276336669922	 smoothness 18.993032455444336	 sharpness 29.202119827270508
==> Epoch 652/2000
==> Test
Train Loss 1.3989520072937012	 Train Accuracy (%): 50.119998931884766 	 Test Accuracy (%): 44.2400016784668	 gHg: 37.0501708984375	 smoothness 18.994218826293945	 sharpness 26.043914794921875
==> Epoch 653/2000
==> Test
Train Loss 1.3895442485809326	 Train Accuracy (%): 49.7599983215332 	 Test Accuracy (%): 44.68000030517578	 gHg: 50.034706115722656	 smoothness 19.2222843170166	 sharpness 28.557769775390625
==> Epoch 654/2000
==> Test
Train Loss 1.3890719413757324	 Train Accuracy (%): 50.0 	 Test Accuracy (%): 44.38999938964844	 gHg: 41.123435974121094	 smoothness 19.328752517700195	 sharpness 27.522785186767578
==> Epoch 655/2000
==> Test
Train Loss 1.3805431127548218	 Train Accuracy (%): 50.060001373291016 	 Test Accuracy (%): 44.68000030517578	 gHg: 50.14026641845703	 smoothness 19.14784812927246	 sharpness 27.221904754638672
==> Epoch 656/2000
==> Test
Train Loss 1.3966184854507446	 Train Accuracy (%): 49.86000061035156 	 Test Accuracy (%): 44.38999938964844	 gHg: 38.52931213378906	 smoothness 18.763866424560547	 sharpness 27.925676345825195
==> Epoch 657/2000
==> Test
Train Loss 1.374875545501709	 Train Accuracy (%): 51.099998474121094 	 Test Accuracy (%): 44.66999816894531	 gHg: 40.362213134765625	 smoothness 18.667205810546875	 sharpness 26.337791442871094
==> Epoch 658/2000
==> Test
Train Loss 1.373982548713684	 Train Accuracy (%): 50.7400016784668 	 Test Accuracy (%): 44.84000015258789	 gHg: 34.098594665527344	 smoothness 18.7589054107666	 sharpness 27.588762283325195
==> Epoch 659/2000
==> Test
Train Loss 1.3714962005615234	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 45.0099983215332	 gHg: 34.98246765136719	 smoothness 18.76230239868164	 sharpness 26.946704864501953
==> Epoch 660/2000
==> Test
Train Loss 1.3741254806518555	 Train Accuracy (%): 50.2400016784668 	 Test Accuracy (%): 44.91999816894531	 gHg: 33.125633239746094	 smoothness 18.861501693725586	 sharpness 28.169273376464844
==> Epoch 661/2000
==> Test
Train Loss 1.3702309131622314	 Train Accuracy (%): 50.65999984741211 	 Test Accuracy (%): 45.02000045776367	 gHg: 31.915542602539062	 smoothness 18.679710388183594	 sharpness 27.182973861694336
==> Epoch 662/2000
==> Test
Train Loss 1.368590235710144	 Train Accuracy (%): 51.060001373291016 	 Test Accuracy (%): 44.779998779296875	 gHg: 32.252620697021484	 smoothness 18.96116828918457	 sharpness 29.06049919128418
==> Epoch 663/2000
==> Test
Train Loss 1.3580570220947266	 Train Accuracy (%): 51.380001068115234 	 Test Accuracy (%): 44.90999984741211	 gHg: 32.98682403564453	 smoothness 19.015668869018555	 sharpness 27.70391273498535
==> Epoch 664/2000
==> Test
Train Loss 1.3735603094100952	 Train Accuracy (%): 50.41999816894531 	 Test Accuracy (%): 44.810001373291016	 gHg: 31.205034255981445	 smoothness 18.83049774169922	 sharpness 29.057950973510742
==> Epoch 665/2000
==> Test
Train Loss 1.3659934997558594	 Train Accuracy (%): 52.040000915527344 	 Test Accuracy (%): 44.72999954223633	 gHg: 31.66232681274414	 smoothness 18.805118560791016	 sharpness 28.049768447875977
==> Epoch 666/2000
==> Test
Train Loss 1.3626689910888672	 Train Accuracy (%): 51.2599983215332 	 Test Accuracy (%): 44.560001373291016	 gHg: 36.734344482421875	 smoothness 19.31466293334961	 sharpness 29.764158248901367
==> Epoch 667/2000
==> Test
Train Loss 1.3739291429519653	 Train Accuracy (%): 51.36000061035156 	 Test Accuracy (%): 44.59000015258789	 gHg: 35.30577850341797	 smoothness 18.96950340270996	 sharpness 27.795974731445312
==> Epoch 668/2000
==> Test
Train Loss 1.3736978769302368	 Train Accuracy (%): 51.779998779296875 	 Test Accuracy (%): 44.43000030517578	 gHg: 40.216251373291016	 smoothness 18.98202133178711	 sharpness 29.975440979003906
==> Epoch 669/2000
==> Test
Train Loss 1.3754204511642456	 Train Accuracy (%): 51.439998626708984 	 Test Accuracy (%): 44.59000015258789	 gHg: 32.42671203613281	 smoothness 18.70322036743164	 sharpness 26.713970184326172
==> Epoch 670/2000
==> Test
Train Loss 1.367026448249817	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 44.560001373291016	 gHg: 44.676910400390625	 smoothness 19.074106216430664	 sharpness 30.504175186157227
==> Epoch 671/2000
==> Test
Train Loss 1.3837356567382812	 Train Accuracy (%): 51.720001220703125 	 Test Accuracy (%): 44.27000045776367	 gHg: 39.113948822021484	 smoothness 19.37474250793457	 sharpness 26.194467544555664
==> Epoch 672/2000
==> Test
Train Loss 1.3895493745803833	 Train Accuracy (%): 50.599998474121094 	 Test Accuracy (%): 44.099998474121094	 gHg: 66.83436584472656	 smoothness 20.08116912841797	 sharpness 30.50932502746582
==> Epoch 673/2000
==> Test
Train Loss 1.4097033739089966	 Train Accuracy (%): 50.119998931884766 	 Test Accuracy (%): 43.90999984741211	 gHg: 57.4932975769043	 smoothness 19.749488830566406	 sharpness 28.064712524414062
==> Epoch 674/2000
==> Test
Train Loss 1.402384638786316	 Train Accuracy (%): 50.18000030517578 	 Test Accuracy (%): 44.15999984741211	 gHg: 81.7396469116211	 smoothness 19.52452850341797	 sharpness 30.251209259033203
==> Epoch 675/2000
==> Test
Train Loss 1.4224499464035034	 Train Accuracy (%): 49.439998626708984 	 Test Accuracy (%): 43.75	 gHg: 61.117427825927734	 smoothness 18.987964630126953	 sharpness 29.147924423217773
==> Epoch 676/2000
==> Test
Train Loss 1.3907396793365479	 Train Accuracy (%): 49.63999938964844 	 Test Accuracy (%): 44.38999938964844	 gHg: 55.102027893066406	 smoothness 18.340757369995117	 sharpness 26.682397842407227
==> Epoch 677/2000
==> Test
Train Loss 1.3974978923797607	 Train Accuracy (%): 49.84000015258789 	 Test Accuracy (%): 43.630001068115234	 gHg: 45.958168029785156	 smoothness 18.29315757751465	 sharpness 26.23362159729004
==> Epoch 678/2000
==> Test
Train Loss 1.3803898096084595	 Train Accuracy (%): 50.599998474121094 	 Test Accuracy (%): 44.63999938964844	 gHg: 45.76473617553711	 smoothness 18.83506202697754	 sharpness 25.278091430664062
==> Epoch 679/2000
==> Test
Train Loss 1.386946439743042	 Train Accuracy (%): 50.52000045776367 	 Test Accuracy (%): 43.060001373291016	 gHg: 51.6474494934082	 smoothness 19.267709732055664	 sharpness 26.931072235107422
==> Epoch 680/2000
==> Test
Train Loss 1.3750920295715332	 Train Accuracy (%): 50.400001525878906 	 Test Accuracy (%): 44.77000045776367	 gHg: 45.502723693847656	 smoothness 18.956043243408203	 sharpness 24.996124267578125
==> Epoch 681/2000
==> Test
Train Loss 1.3877240419387817	 Train Accuracy (%): 50.939998626708984 	 Test Accuracy (%): 43.58000183105469	 gHg: 42.95698547363281	 smoothness 18.685836791992188	 sharpness 26.026714324951172
==> Epoch 682/2000
==> Test
Train Loss 1.379448652267456	 Train Accuracy (%): 50.97999954223633 	 Test Accuracy (%): 44.790000915527344	 gHg: 39.22859191894531	 smoothness 18.613306045532227	 sharpness 25.682313919067383
==> Epoch 683/2000
==> Test
Train Loss 1.3766887187957764	 Train Accuracy (%): 50.91999816894531 	 Test Accuracy (%): 44.560001373291016	 gHg: 35.0728759765625	 smoothness 18.398529052734375	 sharpness 25.176809310913086
==> Epoch 684/2000
==> Test
Train Loss 1.3653457164764404	 Train Accuracy (%): 50.86000061035156 	 Test Accuracy (%): 44.91999816894531	 gHg: 35.36309814453125	 smoothness 18.76299285888672	 sharpness 25.196491241455078
==> Epoch 685/2000
==> Test
Train Loss 1.3599601984024048	 Train Accuracy (%): 50.52000045776367 	 Test Accuracy (%): 44.540000915527344	 gHg: 35.897178649902344	 smoothness 18.94928550720215	 sharpness 25.9371337890625
==> Epoch 686/2000
==> Test
Train Loss 1.3580589294433594	 Train Accuracy (%): 51.720001220703125 	 Test Accuracy (%): 44.4900016784668	 gHg: 38.465370178222656	 smoothness 19.1460018157959	 sharpness 26.298786163330078
==> Epoch 687/2000
==> Test
Train Loss 1.371254563331604	 Train Accuracy (%): 51.02000045776367 	 Test Accuracy (%): 44.15999984741211	 gHg: 39.724754333496094	 smoothness 19.272001266479492	 sharpness 28.072227478027344
==> Epoch 688/2000
==> Test
Train Loss 1.3743178844451904	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 44.7599983215332	 gHg: 44.306724548339844	 smoothness 19.42441177368164	 sharpness 26.335689544677734
==> Epoch 689/2000
==> Test
Train Loss 1.3774762153625488	 Train Accuracy (%): 50.040000915527344 	 Test Accuracy (%): 44.060001373291016	 gHg: 47.63277816772461	 smoothness 19.345497131347656	 sharpness 30.004201889038086
==> Epoch 690/2000
==> Test
Train Loss 1.3832122087478638	 Train Accuracy (%): 49.959999084472656 	 Test Accuracy (%): 44.720001220703125	 gHg: 44.98384094238281	 smoothness 19.085731506347656	 sharpness 27.011911392211914
==> Epoch 691/2000
==> Test
Train Loss 1.377882480621338	 Train Accuracy (%): 50.2400016784668 	 Test Accuracy (%): 44.119998931884766	 gHg: 41.22515106201172	 smoothness 18.67052459716797	 sharpness 28.1441593170166
==> Epoch 692/2000
==> Test
Train Loss 1.3699756860733032	 Train Accuracy (%): 51.86000061035156 	 Test Accuracy (%): 45.099998474121094	 gHg: 33.693275451660156	 smoothness 18.41128158569336	 sharpness 25.17069435119629
==> Epoch 693/2000
==> Test
Train Loss 1.3557658195495605	 Train Accuracy (%): 51.5 	 Test Accuracy (%): 44.63999938964844	 gHg: 30.78897476196289	 smoothness 18.201892852783203	 sharpness 26.577917098999023
==> Epoch 694/2000
==> Test
Train Loss 1.347043752670288	 Train Accuracy (%): 51.79999923706055 	 Test Accuracy (%): 45.27000045776367	 gHg: 24.788047790527344	 smoothness 18.095596313476562	 sharpness 25.332338333129883
==> Epoch 695/2000
==> Test
Train Loss 1.3343229293823242	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 44.86000061035156	 gHg: 26.698549270629883	 smoothness 18.3276424407959	 sharpness 26.273900985717773
==> Epoch 696/2000
==> Test
Train Loss 1.36140775680542	 Train Accuracy (%): 51.65999984741211 	 Test Accuracy (%): 45.36000061035156	 gHg: 26.63434600830078	 smoothness 18.935855865478516	 sharpness 25.842788696289062
==> Epoch 697/2000
==> Test
Train Loss 1.3568556308746338	 Train Accuracy (%): 51.79999923706055 	 Test Accuracy (%): 43.880001068115234	 gHg: 39.8046875	 smoothness 19.570621490478516	 sharpness 28.546350479125977
==> Epoch 698/2000
==> Test
Train Loss 1.365157961845398	 Train Accuracy (%): 51.720001220703125 	 Test Accuracy (%): 45.040000915527344	 gHg: 53.76861572265625	 smoothness 20.28258514404297	 sharpness 31.315507888793945
==> Epoch 699/2000
==> Test
Train Loss 1.3888980150222778	 Train Accuracy (%): 50.52000045776367 	 Test Accuracy (%): 43.880001068115234	 gHg: 54.01176834106445	 smoothness 19.45086669921875	 sharpness 29.041879653930664
==> Epoch 700/2000
==> Test
Train Loss 1.379067301750183	 Train Accuracy (%): 50.97999954223633 	 Test Accuracy (%): 45.16999816894531	 gHg: 58.93232727050781	 smoothness 19.12624740600586	 sharpness 31.223451614379883
==> Epoch 701/2000
==> Test
Train Loss 1.3907376527786255	 Train Accuracy (%): 49.68000030517578 	 Test Accuracy (%): 44.150001525878906	 gHg: 43.79770278930664	 smoothness 18.651870727539062	 sharpness 26.963552474975586
==> Epoch 702/2000
==> Test
Train Loss 1.3656494617462158	 Train Accuracy (%): 50.959999084472656 	 Test Accuracy (%): 45.119998931884766	 gHg: 46.193199157714844	 smoothness 18.54005241394043	 sharpness 29.514272689819336
==> Epoch 703/2000
==> Test
Train Loss 1.3787041902542114	 Train Accuracy (%): 51.02000045776367 	 Test Accuracy (%): 44.220001220703125	 gHg: 38.29501724243164	 smoothness 18.94514274597168	 sharpness 26.661664962768555
==> Epoch 704/2000
==> Test
Train Loss 1.3687639236450195	 Train Accuracy (%): 50.220001220703125 	 Test Accuracy (%): 44.95000076293945	 gHg: 58.41570281982422	 smoothness 19.601377487182617	 sharpness 31.57343292236328
==> Epoch 705/2000
==> Test
Train Loss 1.3800266981124878	 Train Accuracy (%): 50.68000030517578 	 Test Accuracy (%): 44.91999816894531	 gHg: 35.685028076171875	 smoothness 18.630380630493164	 sharpness 27.375822067260742
==> Epoch 706/2000
==> Test
Train Loss 1.3555930852890015	 Train Accuracy (%): 52.060001373291016 	 Test Accuracy (%): 44.959999084472656	 gHg: 38.83595275878906	 smoothness 18.240556716918945	 sharpness 28.394363403320312
==> Epoch 707/2000
==> Test
Train Loss 1.352251410484314	 Train Accuracy (%): 51.08000183105469 	 Test Accuracy (%): 44.650001525878906	 gHg: 31.70145606994629	 smoothness 18.863622665405273	 sharpness 27.349578857421875
==> Epoch 708/2000
==> Test
Train Loss 1.3418700695037842	 Train Accuracy (%): 52.040000915527344 	 Test Accuracy (%): 44.810001373291016	 gHg: 35.806304931640625	 smoothness 18.672529220581055	 sharpness 28.434118270874023
==> Epoch 709/2000
==> Test
Train Loss 1.3531255722045898	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 44.779998779296875	 gHg: 32.822265625	 smoothness 18.84246826171875	 sharpness 27.50499153137207
==> Epoch 710/2000
==> Test
Train Loss 1.354447841644287	 Train Accuracy (%): 51.68000030517578 	 Test Accuracy (%): 44.77000045776367	 gHg: 35.01203536987305	 smoothness 18.817081451416016	 sharpness 27.958059310913086
==> Epoch 711/2000
==> Test
Train Loss 1.352504014968872	 Train Accuracy (%): 52.31999969482422 	 Test Accuracy (%): 44.790000915527344	 gHg: 48.818084716796875	 smoothness 19.768102645874023	 sharpness 28.93019676208496
==> Epoch 712/2000
==> Test
Train Loss 1.373528003692627	 Train Accuracy (%): 51.08000183105469 	 Test Accuracy (%): 44.38999938964844	 gHg: 48.90128707885742	 smoothness 19.7872314453125	 sharpness 28.5778865814209
==> Epoch 713/2000
==> Test
Train Loss 1.3814219236373901	 Train Accuracy (%): 51.08000183105469 	 Test Accuracy (%): 44.5	 gHg: 63.50148391723633	 smoothness 19.644901275634766	 sharpness 29.159807205200195
==> Epoch 714/2000
==> Test
Train Loss 1.3813978433609009	 Train Accuracy (%): 50.560001373291016 	 Test Accuracy (%): 44.119998931884766	 gHg: 54.387413024902344	 smoothness 19.084341049194336	 sharpness 27.468263626098633
==> Epoch 715/2000
==> Test
Train Loss 1.375990867614746	 Train Accuracy (%): 50.97999954223633 	 Test Accuracy (%): 44.709999084472656	 gHg: 52.86429977416992	 smoothness 18.838533401489258	 sharpness 28.45208168029785
==> Epoch 716/2000
==> Test
Train Loss 1.3458219766616821	 Train Accuracy (%): 52.02000045776367 	 Test Accuracy (%): 44.13999938964844	 gHg: 46.81391143798828	 smoothness 18.60063362121582	 sharpness 26.68863868713379
==> Epoch 717/2000
==> Test
Train Loss 1.3577736616134644	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 45.56999969482422	 gHg: 39.379215240478516	 smoothness 18.520910263061523	 sharpness 26.8807315826416
==> Epoch 718/2000
==> Test
Train Loss 1.3554692268371582	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 44.040000915527344	 gHg: 42.87385940551758	 smoothness 18.9577579498291	 sharpness 26.08989906311035
==> Epoch 719/2000
==> Test
Train Loss 1.3702994585037231	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 45.29999923706055	 gHg: 47.3699951171875	 smoothness 19.2283878326416	 sharpness 27.765790939331055
==> Epoch 720/2000
==> Test
Train Loss 1.3625497817993164	 Train Accuracy (%): 51.36000061035156 	 Test Accuracy (%): 44.25	 gHg: 41.19621276855469	 smoothness 18.878007888793945	 sharpness 26.099075317382812
==> Epoch 721/2000
==> Test
Train Loss 1.3585184812545776	 Train Accuracy (%): 51.880001068115234 	 Test Accuracy (%): 44.86000061035156	 gHg: 58.08822250366211	 smoothness 19.600528717041016	 sharpness 27.686555862426758
==> Epoch 722/2000
==> Test
Train Loss 1.3749624490737915	 Train Accuracy (%): 51.20000076293945 	 Test Accuracy (%): 44.22999954223633	 gHg: 44.33280944824219	 smoothness 19.157760620117188	 sharpness 26.776336669921875
==> Epoch 723/2000
==> Test
Train Loss 1.363220453262329	 Train Accuracy (%): 51.65999984741211 	 Test Accuracy (%): 44.880001068115234	 gHg: 56.41023254394531	 smoothness 19.060026168823242	 sharpness 27.856700897216797
==> Epoch 724/2000
==> Test
Train Loss 1.365952730178833	 Train Accuracy (%): 50.459999084472656 	 Test Accuracy (%): 44.400001525878906	 gHg: 45.05184555053711	 smoothness 18.93421745300293	 sharpness 27.576732635498047
==> Epoch 725/2000
==> Test
Train Loss 1.371999740600586	 Train Accuracy (%): 51.0 	 Test Accuracy (%): 45.22999954223633	 gHg: 46.799720764160156	 smoothness 18.651813507080078	 sharpness 28.06488800048828
==> Epoch 726/2000
==> Test
Train Loss 1.3675432205200195	 Train Accuracy (%): 51.400001525878906 	 Test Accuracy (%): 44.779998779296875	 gHg: 41.04463195800781	 smoothness 18.722110748291016	 sharpness 26.62152099609375
==> Epoch 727/2000
==> Test
Train Loss 1.340024471282959	 Train Accuracy (%): 51.880001068115234 	 Test Accuracy (%): 45.119998931884766	 gHg: 37.7994384765625	 smoothness 18.495336532592773	 sharpness 27.9621639251709
==> Epoch 728/2000
==> Test
Train Loss 1.3578274250030518	 Train Accuracy (%): 50.70000076293945 	 Test Accuracy (%): 44.689998626708984	 gHg: 35.972145080566406	 smoothness 18.707115173339844	 sharpness 25.90703582763672
==> Epoch 729/2000
==> Test
Train Loss 1.3533084392547607	 Train Accuracy (%): 51.41999816894531 	 Test Accuracy (%): 45.0099983215332	 gHg: 42.909202575683594	 smoothness 19.31831169128418	 sharpness 28.4171142578125
==> Epoch 730/2000
==> Test
Train Loss 1.3718318939208984	 Train Accuracy (%): 49.41999816894531 	 Test Accuracy (%): 44.09000015258789	 gHg: 55.73420715332031	 smoothness 19.902917861938477	 sharpness 27.773502349853516
==> Epoch 731/2000
==> Test
Train Loss 1.383674144744873	 Train Accuracy (%): 50.58000183105469 	 Test Accuracy (%): 45.150001525878906	 gHg: 51.65563201904297	 smoothness 19.42975425720215	 sharpness 28.466886520385742
==> Epoch 732/2000
==> Test
Train Loss 1.3595802783966064	 Train Accuracy (%): 50.29999923706055 	 Test Accuracy (%): 44.040000915527344	 gHg: 60.97559356689453	 smoothness 19.212854385375977	 sharpness 27.570682525634766
==> Epoch 733/2000
==> Test
Train Loss 1.3847845792770386	 Train Accuracy (%): 49.84000015258789 	 Test Accuracy (%): 45.290000915527344	 gHg: 52.121734619140625	 smoothness 19.17124366760254	 sharpness 28.559839248657227
==> Epoch 734/2000
==> Test
Train Loss 1.3648308515548706	 Train Accuracy (%): 50.70000076293945 	 Test Accuracy (%): 44.689998626708984	 gHg: 49.62477493286133	 smoothness 18.611413955688477	 sharpness 26.400726318359375
==> Epoch 735/2000
==> Test
Train Loss 1.365038275718689	 Train Accuracy (%): 51.619998931884766 	 Test Accuracy (%): 45.27000045776367	 gHg: 43.5025634765625	 smoothness 18.776973724365234	 sharpness 27.545392990112305
==> Epoch 736/2000
==> Test
Train Loss 1.352070689201355	 Train Accuracy (%): 51.63999938964844 	 Test Accuracy (%): 45.119998931884766	 gHg: 43.55224609375	 smoothness 18.840757369995117	 sharpness 25.88707160949707
==> Epoch 737/2000
==> Test
Train Loss 1.3553640842437744	 Train Accuracy (%): 51.619998931884766 	 Test Accuracy (%): 45.13999938964844	 gHg: 44.88935470581055	 smoothness 19.233436584472656	 sharpness 27.1672306060791
==> Epoch 738/2000
==> Test
Train Loss 1.3606120347976685	 Train Accuracy (%): 51.060001373291016 	 Test Accuracy (%): 44.810001373291016	 gHg: 43.39383316040039	 smoothness 18.98426628112793	 sharpness 26.266008377075195
==> Epoch 739/2000
==> Test
Train Loss 1.352771520614624	 Train Accuracy (%): 52.58000183105469 	 Test Accuracy (%): 44.91999816894531	 gHg: 40.960201263427734	 smoothness 18.732830047607422	 sharpness 27.261754989624023
==> Epoch 740/2000
==> Test
Train Loss 1.3490937948226929	 Train Accuracy (%): 51.880001068115234 	 Test Accuracy (%): 45.36000061035156	 gHg: 35.643470764160156	 smoothness 18.46673583984375	 sharpness 27.152511596679688
==> Epoch 741/2000
==> Test
Train Loss 1.3404748439788818	 Train Accuracy (%): 52.779998779296875 	 Test Accuracy (%): 45.20000076293945	 gHg: 28.040935516357422	 smoothness 18.16010093688965	 sharpness 26.9427433013916
==> Epoch 742/2000
==> Test
Train Loss 1.3292391300201416	 Train Accuracy (%): 52.91999816894531 	 Test Accuracy (%): 45.369998931884766	 gHg: 31.451997756958008	 smoothness 18.749042510986328	 sharpness 27.144372940063477
==> Epoch 743/2000
==> Test
Train Loss 1.3368737697601318	 Train Accuracy (%): 53.41999816894531 	 Test Accuracy (%): 45.279998779296875	 gHg: 29.44911003112793	 smoothness 18.94308853149414	 sharpness 26.82977867126465
==> Epoch 744/2000
==> Test
Train Loss 1.3325700759887695	 Train Accuracy (%): 52.7599983215332 	 Test Accuracy (%): 45.16999816894531	 gHg: 39.80510330200195	 smoothness 19.199026107788086	 sharpness 28.374454498291016
==> Epoch 745/2000
==> Test
Train Loss 1.3545677661895752	 Train Accuracy (%): 51.79999923706055 	 Test Accuracy (%): 45.08000183105469	 gHg: 32.89962387084961	 smoothness 19.16452407836914	 sharpness 26.937828063964844
==> Epoch 746/2000
==> Test
Train Loss 1.3385272026062012	 Train Accuracy (%): 52.279998779296875 	 Test Accuracy (%): 44.9900016784668	 gHg: 54.19097900390625	 smoothness 19.71967315673828	 sharpness 29.643112182617188
==> Epoch 747/2000
==> Test
Train Loss 1.359730839729309	 Train Accuracy (%): 52.63999938964844 	 Test Accuracy (%): 44.630001068115234	 gHg: 39.651126861572266	 smoothness 19.443559646606445	 sharpness 26.401735305786133
==> Epoch 748/2000
==> Test
Train Loss 1.3455451726913452	 Train Accuracy (%): 53.13999938964844 	 Test Accuracy (%): 44.970001220703125	 gHg: 61.30451965332031	 smoothness 19.376508712768555	 sharpness 29.302324295043945
==> Epoch 749/2000
==> Test
Train Loss 1.3710906505584717	 Train Accuracy (%): 51.81999969482422 	 Test Accuracy (%): 44.130001068115234	 gHg: 44.12800979614258	 smoothness 19.228092193603516	 sharpness 27.018335342407227
==> Epoch 750/2000
==> Test
Train Loss 1.3521629571914673	 Train Accuracy (%): 52.560001373291016 	 Test Accuracy (%): 44.5099983215332	 gHg: 58.43988800048828	 smoothness 18.990938186645508	 sharpness 28.2822208404541
==> Epoch 751/2000
==> Test
Train Loss 1.374925136566162	 Train Accuracy (%): 51.380001068115234 	 Test Accuracy (%): 44.119998931884766	 gHg: 48.56346130371094	 smoothness 19.342823028564453	 sharpness 28.02118492126465
==> Epoch 752/2000
==> Test
Train Loss 1.3549760580062866	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 44.65999984741211	 gHg: 56.007720947265625	 smoothness 19.348772048950195	 sharpness 27.72911834716797
==> Epoch 753/2000
==> Test
Train Loss 1.3682074546813965	 Train Accuracy (%): 50.97999954223633 	 Test Accuracy (%): 44.279998779296875	 gHg: 50.55121612548828	 smoothness 18.982280731201172	 sharpness 28.077701568603516
==> Epoch 754/2000
==> Test
Train Loss 1.3437587022781372	 Train Accuracy (%): 52.619998931884766 	 Test Accuracy (%): 44.970001220703125	 gHg: 38.3853874206543	 smoothness 18.349489212036133	 sharpness 26.637577056884766
==> Epoch 755/2000
==> Test
Train Loss 1.3389968872070312	 Train Accuracy (%): 52.2599983215332 	 Test Accuracy (%): 44.38999938964844	 gHg: 39.746826171875	 smoothness 18.640056610107422	 sharpness 26.779756546020508
==> Epoch 756/2000
==> Test
Train Loss 1.3446818590164185	 Train Accuracy (%): 52.18000030517578 	 Test Accuracy (%): 45.06999969482422	 gHg: 34.49079513549805	 smoothness 18.862991333007812	 sharpness 25.688114166259766
==> Epoch 757/2000
==> Test
Train Loss 1.3408880233764648	 Train Accuracy (%): 51.7599983215332 	 Test Accuracy (%): 44.43000030517578	 gHg: 39.073909759521484	 smoothness 18.851749420166016	 sharpness 24.36239242553711
==> Epoch 758/2000
==> Test
Train Loss 1.3334004878997803	 Train Accuracy (%): 52.63999938964844 	 Test Accuracy (%): 45.45000076293945	 gHg: 34.265869140625	 smoothness 18.76412582397461	 sharpness 25.59018325805664
==> Epoch 759/2000
==> Test
Train Loss 1.3273879289627075	 Train Accuracy (%): 52.34000015258789 	 Test Accuracy (%): 44.61000061035156	 gHg: 43.7761116027832	 smoothness 19.13275146484375	 sharpness 27.325353622436523
==> Epoch 760/2000
==> Test
Train Loss 1.3458917140960693	 Train Accuracy (%): 51.880001068115234 	 Test Accuracy (%): 45.45000076293945	 gHg: 49.49386215209961	 smoothness 19.911802291870117	 sharpness 26.416519165039062
==> Epoch 761/2000
==> Test
Train Loss 1.3566539287567139	 Train Accuracy (%): 51.70000076293945 	 Test Accuracy (%): 44.380001068115234	 gHg: 63.6756477355957	 smoothness 19.95590591430664	 sharpness 28.702529907226562
==> Epoch 762/2000
==> Test
Train Loss 1.371216893196106	 Train Accuracy (%): 50.7599983215332 	 Test Accuracy (%): 45.66999816894531	 gHg: 55.451324462890625	 smoothness 19.267932891845703	 sharpness 26.24665641784668
==> Epoch 763/2000
==> Test
Train Loss 1.3711119890213013	 Train Accuracy (%): 50.220001220703125 	 Test Accuracy (%): 44.58000183105469	 gHg: 64.05075073242188	 smoothness 19.128276824951172	 sharpness 27.880380630493164
==> Epoch 764/2000
==> Test
Train Loss 1.3709758520126343	 Train Accuracy (%): 50.41999816894531 	 Test Accuracy (%): 46.08000183105469	 gHg: 47.25371170043945	 smoothness 18.72555160522461	 sharpness 27.270885467529297
==> Epoch 765/2000
==> Test
Train Loss 1.3555651903152466	 Train Accuracy (%): 50.7599983215332 	 Test Accuracy (%): 44.70000076293945	 gHg: 44.061729431152344	 smoothness 18.181039810180664	 sharpness 26.291337966918945
==> Epoch 766/2000
==> Test
Train Loss 1.3414877653121948	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 46.09000015258789	 gHg: 38.712646484375	 smoothness 18.692211151123047	 sharpness 28.134536743164062
==> Epoch 767/2000
==> Test
Train Loss 1.3374826908111572	 Train Accuracy (%): 53.119998931884766 	 Test Accuracy (%): 44.630001068115234	 gHg: 29.740032196044922	 smoothness 18.11386489868164	 sharpness 23.676950454711914
==> Epoch 768/2000
==> Test
Train Loss 1.3344165086746216	 Train Accuracy (%): 52.65999984741211 	 Test Accuracy (%): 46.13999938964844	 gHg: 34.18443298339844	 smoothness 18.589067459106445	 sharpness 29.281116485595703
==> Epoch 769/2000
==> Test
Train Loss 1.3348612785339355	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 45.099998474121094	 gHg: 24.617761611938477	 smoothness 18.251222610473633	 sharpness 25.123525619506836
==> Epoch 770/2000
==> Test
Train Loss 1.3243054151535034	 Train Accuracy (%): 52.65999984741211 	 Test Accuracy (%): 45.83000183105469	 gHg: 31.21608543395996	 smoothness 18.47426414489746	 sharpness 29.51767921447754
==> Epoch 771/2000
==> Test
Train Loss 1.3249727487564087	 Train Accuracy (%): 52.13999938964844 	 Test Accuracy (%): 44.81999969482422	 gHg: 28.68321418762207	 smoothness 18.972909927368164	 sharpness 25.677448272705078
==> Epoch 772/2000
==> Test
Train Loss 1.32102632522583	 Train Accuracy (%): 53.13999938964844 	 Test Accuracy (%): 45.77000045776367	 gHg: 38.66930389404297	 smoothness 19.114702224731445	 sharpness 30.057357788085938
==> Epoch 773/2000
==> Test
Train Loss 1.344158411026001	 Train Accuracy (%): 51.900001525878906 	 Test Accuracy (%): 45.060001373291016	 gHg: 33.54974365234375	 smoothness 19.275650024414062	 sharpness 26.89371109008789
==> Epoch 774/2000
==> Test
Train Loss 1.3269612789154053	 Train Accuracy (%): 52.900001525878906 	 Test Accuracy (%): 45.77000045776367	 gHg: 52.120548248291016	 smoothness 19.77157211303711	 sharpness 31.579591751098633
==> Epoch 775/2000
==> Test
Train Loss 1.3614922761917114	 Train Accuracy (%): 51.619998931884766 	 Test Accuracy (%): 44.689998626708984	 gHg: 44.651466369628906	 smoothness 19.221614837646484	 sharpness 28.487058639526367
==> Epoch 776/2000
==> Test
Train Loss 1.3316113948822021	 Train Accuracy (%): 52.119998931884766 	 Test Accuracy (%): 45.41999816894531	 gHg: 50.14802932739258	 smoothness 18.94821548461914	 sharpness 30.571208953857422
==> Epoch 777/2000
==> Test
Train Loss 1.3489640951156616	 Train Accuracy (%): 52.08000183105469 	 Test Accuracy (%): 44.88999938964844	 gHg: 49.959007263183594	 smoothness 19.112071990966797	 sharpness 29.043169021606445
==> Epoch 778/2000
==> Test
Train Loss 1.3419547080993652	 Train Accuracy (%): 52.099998474121094 	 Test Accuracy (%): 45.2599983215332	 gHg: 46.13435363769531	 smoothness 18.85621452331543	 sharpness 29.742719650268555
==> Epoch 779/2000
==> Test
Train Loss 1.3473701477050781	 Train Accuracy (%): 50.65999984741211 	 Test Accuracy (%): 44.709999084472656	 gHg: 53.82550048828125	 smoothness 19.338808059692383	 sharpness 29.59883689880371
==> Epoch 780/2000
==> Test
Train Loss 1.3591614961624146	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 44.900001525878906	 gHg: 59.728271484375	 smoothness 19.83121681213379	 sharpness 31.166961669921875
==> Epoch 781/2000
==> Test
Train Loss 1.3615716695785522	 Train Accuracy (%): 51.31999969482422 	 Test Accuracy (%): 44.52000045776367	 gHg: 59.41563415527344	 smoothness 19.213590621948242	 sharpness 28.36406707763672
==> Epoch 782/2000
==> Test
Train Loss 1.361056923866272	 Train Accuracy (%): 51.81999969482422 	 Test Accuracy (%): 45.029998779296875	 gHg: 49.350379943847656	 smoothness 18.648473739624023	 sharpness 29.89183235168457
==> Epoch 783/2000
==> Test
Train Loss 1.3482035398483276	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 45.400001525878906	 gHg: 38.77272415161133	 smoothness 18.089962005615234	 sharpness 26.459304809570312
==> Epoch 784/2000
==> Test
Train Loss 1.3282719850540161	 Train Accuracy (%): 53.52000045776367 	 Test Accuracy (%): 45.5099983215332	 gHg: 26.899810791015625	 smoothness 17.528789520263672	 sharpness 27.20140266418457
==> Epoch 785/2000
==> Test
Train Loss 1.3230586051940918	 Train Accuracy (%): 52.31999969482422 	 Test Accuracy (%): 45.810001373291016	 gHg: 19.80177116394043	 smoothness 17.352306365966797	 sharpness 25.394582748413086
==> Epoch 786/2000
==> Test
Train Loss 1.3071725368499756	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 45.08000183105469	 gHg: 21.43445587158203	 smoothness 18.097009658813477	 sharpness 26.91403579711914
==> Epoch 787/2000
==> Test
Train Loss 1.3077844381332397	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 45.81999969482422	 gHg: 27.700740814208984	 smoothness 18.824146270751953	 sharpness 26.187049865722656
==> Epoch 788/2000
==> Test
Train Loss 1.3166124820709229	 Train Accuracy (%): 53.47999954223633 	 Test Accuracy (%): 44.79999923706055	 gHg: 31.663484573364258	 smoothness 19.48699951171875	 sharpness 27.69185447692871
==> Epoch 789/2000
==> Test
Train Loss 1.324142575263977	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 45.08000183105469	 gHg: 44.6526985168457	 smoothness 19.721179962158203	 sharpness 26.807079315185547
==> Epoch 790/2000
==> Test
Train Loss 1.3284127712249756	 Train Accuracy (%): 52.119998931884766 	 Test Accuracy (%): 44.619998931884766	 gHg: 44.619178771972656	 smoothness 19.580106735229492	 sharpness 26.685449600219727
==> Epoch 791/2000
==> Test
Train Loss 1.3377598524093628	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 44.290000915527344	 gHg: 54.986839294433594	 smoothness 19.390514373779297	 sharpness 27.544090270996094
==> Epoch 792/2000
==> Test
Train Loss 1.3545191287994385	 Train Accuracy (%): 51.79999923706055 	 Test Accuracy (%): 44.560001373291016	 gHg: 56.97696304321289	 smoothness 19.415122985839844	 sharpness 28.41400909423828
==> Epoch 793/2000
==> Test
Train Loss 1.3571513891220093	 Train Accuracy (%): 51.279998779296875 	 Test Accuracy (%): 43.81999969482422	 gHg: 59.74793243408203	 smoothness 19.423049926757812	 sharpness 27.51907730102539
==> Epoch 794/2000
==> Test
Train Loss 1.3572437763214111	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 44.630001068115234	 gHg: 62.41278839111328	 smoothness 19.26504898071289	 sharpness 28.710899353027344
==> Epoch 795/2000
==> Test
Train Loss 1.3641244173049927	 Train Accuracy (%): 51.040000915527344 	 Test Accuracy (%): 44.279998779296875	 gHg: 52.63922882080078	 smoothness 18.91897964477539	 sharpness 26.78396224975586
==> Epoch 796/2000
==> Test
Train Loss 1.3446100950241089	 Train Accuracy (%): 52.08000183105469 	 Test Accuracy (%): 44.93000030517578	 gHg: 54.61458206176758	 smoothness 18.84784507751465	 sharpness 28.271419525146484
==> Epoch 797/2000
==> Test
Train Loss 1.3574124574661255	 Train Accuracy (%): 51.65999984741211 	 Test Accuracy (%): 44.61000061035156	 gHg: 44.75535202026367	 smoothness 18.610761642456055	 sharpness 27.766063690185547
==> Epoch 798/2000
==> Test
Train Loss 1.33840811252594	 Train Accuracy (%): 52.040000915527344 	 Test Accuracy (%): 44.939998626708984	 gHg: 50.243324279785156	 smoothness 19.09521484375	 sharpness 27.689115524291992
==> Epoch 799/2000
==> Test
Train Loss 1.333518385887146	 Train Accuracy (%): 52.2599983215332 	 Test Accuracy (%): 44.77000045776367	 gHg: 40.697052001953125	 smoothness 18.731861114501953	 sharpness 28.345218658447266
==> Epoch 800/2000
==> Test
Train Loss 1.3238619565963745	 Train Accuracy (%): 53.08000183105469 	 Test Accuracy (%): 45.27000045776367	 gHg: 42.268863677978516	 smoothness 18.57892417907715	 sharpness 27.89370346069336
==> Epoch 801/2000
==> Test
Train Loss 1.32123863697052	 Train Accuracy (%): 52.84000015258789 	 Test Accuracy (%): 44.88999938964844	 gHg: 36.30924987792969	 smoothness 18.878271102905273	 sharpness 28.09578514099121
==> Epoch 802/2000
==> Test
Train Loss 1.3130966424942017	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 45.4900016784668	 gHg: 38.090972900390625	 smoothness 18.698904037475586	 sharpness 26.60243034362793
==> Epoch 803/2000
==> Test
Train Loss 1.3246337175369263	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 45.08000183105469	 gHg: 34.434635162353516	 smoothness 18.836753845214844	 sharpness 28.12740707397461
==> Epoch 804/2000
==> Test
Train Loss 1.3119710683822632	 Train Accuracy (%): 53.2599983215332 	 Test Accuracy (%): 45.189998626708984	 gHg: 39.710533142089844	 smoothness 19.200103759765625	 sharpness 27.04642677307129
==> Epoch 805/2000
==> Test
Train Loss 1.3212661743164062	 Train Accuracy (%): 53.08000183105469 	 Test Accuracy (%): 45.290000915527344	 gHg: 38.70848846435547	 smoothness 18.99897003173828	 sharpness 28.682025909423828
==> Epoch 806/2000
==> Test
Train Loss 1.331953763961792	 Train Accuracy (%): 53.0 	 Test Accuracy (%): 45.09000015258789	 gHg: 39.82878875732422	 smoothness 19.108484268188477	 sharpness 27.572999954223633
==> Epoch 807/2000
==> Test
Train Loss 1.328927755355835	 Train Accuracy (%): 52.439998626708984 	 Test Accuracy (%): 44.9900016784668	 gHg: 45.544090270996094	 smoothness 19.436046600341797	 sharpness 26.16826629638672
==> Epoch 808/2000
==> Test
Train Loss 1.3310086727142334	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 44.86000061035156	 gHg: 43.92848205566406	 smoothness 19.1773681640625	 sharpness 27.3883113861084
==> Epoch 809/2000
==> Test
Train Loss 1.3395131826400757	 Train Accuracy (%): 52.63999938964844 	 Test Accuracy (%): 45.38999938964844	 gHg: 52.70537185668945	 smoothness 19.372535705566406	 sharpness 30.968814849853516
==> Epoch 810/2000
==> Test
Train Loss 1.3335328102111816	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 45.0	 gHg: 45.886474609375	 smoothness 19.069326400756836	 sharpness 27.6124324798584
==> Epoch 811/2000
==> Test
Train Loss 1.322232961654663	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 45.43000030517578	 gHg: 54.151676177978516	 smoothness 18.903701782226562	 sharpness 31.677303314208984
==> Epoch 812/2000
==> Test
Train Loss 1.3291267156600952	 Train Accuracy (%): 52.540000915527344 	 Test Accuracy (%): 44.86000061035156	 gHg: 36.399192810058594	 smoothness 18.442516326904297	 sharpness 26.16775894165039
==> Epoch 813/2000
==> Test
Train Loss 1.3138203620910645	 Train Accuracy (%): 52.7599983215332 	 Test Accuracy (%): 45.5099983215332	 gHg: 44.691585540771484	 smoothness 18.577945709228516	 sharpness 31.004894256591797
==> Epoch 814/2000
==> Test
Train Loss 1.3245106935501099	 Train Accuracy (%): 53.08000183105469 	 Test Accuracy (%): 45.31999969482422	 gHg: 33.11936569213867	 smoothness 18.675495147705078	 sharpness 25.94512939453125
==> Epoch 815/2000
==> Test
Train Loss 1.3107513189315796	 Train Accuracy (%): 53.0 	 Test Accuracy (%): 45.77000045776367	 gHg: 47.159141540527344	 smoothness 18.967432022094727	 sharpness 30.36632537841797
==> Epoch 816/2000
==> Test
Train Loss 1.3288695812225342	 Train Accuracy (%): 52.439998626708984 	 Test Accuracy (%): 44.91999816894531	 gHg: 41.761451721191406	 smoothness 19.454126358032227	 sharpness 26.409574508666992
==> Epoch 817/2000
==> Test
Train Loss 1.3234509229660034	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 45.63999938964844	 gHg: 61.88724136352539	 smoothness 19.542123794555664	 sharpness 31.40487289428711
==> Epoch 818/2000
==> Test
Train Loss 1.3403042554855347	 Train Accuracy (%): 52.220001220703125 	 Test Accuracy (%): 44.61000061035156	 gHg: 57.02937316894531	 smoothness 19.755149841308594	 sharpness 26.278987884521484
==> Epoch 819/2000
==> Test
Train Loss 1.34769868850708	 Train Accuracy (%): 50.81999969482422 	 Test Accuracy (%): 44.84000015258789	 gHg: 86.01211547851562	 smoothness 20.021446228027344	 sharpness 30.91109275817871
==> Epoch 820/2000
==> Test
Train Loss 1.3846017122268677	 Train Accuracy (%): 50.400001525878906 	 Test Accuracy (%): 44.189998626708984	 gHg: 78.22449493408203	 smoothness 19.588890075683594	 sharpness 27.524328231811523
==> Epoch 821/2000
==> Test
Train Loss 1.3659954071044922	 Train Accuracy (%): 50.7599983215332 	 Test Accuracy (%): 45.209999084472656	 gHg: 76.50910949707031	 smoothness 18.743602752685547	 sharpness 28.548192977905273
==> Epoch 822/2000
==> Test
Train Loss 1.357637882232666	 Train Accuracy (%): 52.279998779296875 	 Test Accuracy (%): 44.63999938964844	 gHg: 51.445106506347656	 smoothness 18.172935485839844	 sharpness 25.74408721923828
==> Epoch 823/2000
==> Test
Train Loss 1.3277660608291626	 Train Accuracy (%): 52.91999816894531 	 Test Accuracy (%): 46.06999969482422	 gHg: 39.29735565185547	 smoothness 17.67686653137207	 sharpness 26.333377838134766
==> Epoch 824/2000
==> Test
Train Loss 1.303065299987793	 Train Accuracy (%): 53.7400016784668 	 Test Accuracy (%): 45.15999984741211	 gHg: 27.499252319335938	 smoothness 17.719633102416992	 sharpness 23.888914108276367
==> Epoch 825/2000
==> Test
Train Loss 1.3096667528152466	 Train Accuracy (%): 53.81999969482422 	 Test Accuracy (%): 45.91999816894531	 gHg: 23.89150619506836	 smoothness 17.593034744262695	 sharpness 25.03614044189453
==> Epoch 826/2000
==> Test
Train Loss 1.302296757698059	 Train Accuracy (%): 53.91999816894531 	 Test Accuracy (%): 45.41999816894531	 gHg: 21.31881332397461	 smoothness 18.014488220214844	 sharpness 25.584951400756836
==> Epoch 827/2000
==> Test
Train Loss 1.294205665588379	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 45.959999084472656	 gHg: 22.60775375366211	 smoothness 18.186683654785156	 sharpness 24.771665573120117
==> Epoch 828/2000
==> Test
Train Loss 1.2951864004135132	 Train Accuracy (%): 54.099998474121094 	 Test Accuracy (%): 45.779998779296875	 gHg: 22.172229766845703	 smoothness 18.310108184814453	 sharpness 26.211793899536133
==> Epoch 829/2000
==> Test
Train Loss 1.2993537187576294	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 45.2599983215332	 gHg: 28.920230865478516	 smoothness 18.988550186157227	 sharpness 24.824573516845703
==> Epoch 830/2000
==> Test
Train Loss 1.3107891082763672	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 45.29999923706055	 gHg: 34.717159271240234	 smoothness 19.48002052307129	 sharpness 27.64311408996582
==> Epoch 831/2000
==> Test
Train Loss 1.3095120191574097	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 44.52000045776367	 gHg: 49.070953369140625	 smoothness 20.028650283813477	 sharpness 27.773347854614258
==> Epoch 832/2000
==> Test
Train Loss 1.3406693935394287	 Train Accuracy (%): 52.41999816894531 	 Test Accuracy (%): 44.2400016784668	 gHg: 69.30753326416016	 smoothness 20.5578556060791	 sharpness 29.516664505004883
==> Epoch 833/2000
==> Test
Train Loss 1.3553646802902222	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 44.16999816894531	 gHg: 73.61477661132812	 smoothness 20.012832641601562	 sharpness 28.8331241607666
==> Epoch 834/2000
==> Test
Train Loss 1.36428964138031	 Train Accuracy (%): 51.7599983215332 	 Test Accuracy (%): 43.83000183105469	 gHg: 87.63298797607422	 smoothness 19.67485809326172	 sharpness 31.027881622314453
==> Epoch 835/2000
==> Test
Train Loss 1.3656585216522217	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 44.869998931884766	 gHg: 65.76055145263672	 smoothness 18.95246124267578	 sharpness 28.34981918334961
==> Epoch 836/2000
==> Test
Train Loss 1.3351417779922485	 Train Accuracy (%): 52.5 	 Test Accuracy (%): 44.9900016784668	 gHg: 59.53256607055664	 smoothness 18.265174865722656	 sharpness 28.39064598083496
==> Epoch 837/2000
==> Test
Train Loss 1.336735725402832	 Train Accuracy (%): 52.2400016784668 	 Test Accuracy (%): 45.61000061035156	 gHg: 35.85395431518555	 smoothness 17.887155532836914	 sharpness 26.859182357788086
==> Epoch 838/2000
==> Test
Train Loss 1.2952202558517456	 Train Accuracy (%): 54.41999816894531 	 Test Accuracy (%): 46.130001068115234	 gHg: 29.838218688964844	 smoothness 17.499141693115234	 sharpness 26.73030662536621
==> Epoch 839/2000
==> Test
Train Loss 1.3011705875396729	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 45.97999954223633	 gHg: 19.41382598876953	 smoothness 17.38252067565918	 sharpness 25.60661506652832
==> Epoch 840/2000
==> Test
Train Loss 1.2893891334533691	 Train Accuracy (%): 54.439998626708984 	 Test Accuracy (%): 46.22999954223633	 gHg: 22.585771560668945	 smoothness 17.945598602294922	 sharpness 26.428306579589844
==> Epoch 841/2000
==> Test
Train Loss 1.2962646484375	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 45.560001373291016	 gHg: 27.77254295349121	 smoothness 19.06023597717285	 sharpness 27.636865615844727
==> Epoch 842/2000
==> Test
Train Loss 1.3142101764678955	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 45.790000915527344	 gHg: 34.491668701171875	 smoothness 19.64895248413086	 sharpness 28.00401496887207
==> Epoch 843/2000
==> Test
Train Loss 1.3108071088790894	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 44.470001220703125	 gHg: 51.60388946533203	 smoothness 19.884296417236328	 sharpness 29.753767013549805
==> Epoch 844/2000
==> Test
Train Loss 1.3264027833938599	 Train Accuracy (%): 52.81999969482422 	 Test Accuracy (%): 45.400001525878906	 gHg: 47.44702911376953	 smoothness 19.573469161987305	 sharpness 27.762907028198242
==> Epoch 845/2000
==> Test
Train Loss 1.3294281959533691	 Train Accuracy (%): 52.400001525878906 	 Test Accuracy (%): 44.11000061035156	 gHg: 62.493743896484375	 smoothness 19.524478912353516	 sharpness 29.092910766601562
==> Epoch 846/2000
==> Test
Train Loss 1.3463283777236938	 Train Accuracy (%): 52.599998474121094 	 Test Accuracy (%): 45.0	 gHg: 64.48200988769531	 smoothness 19.71676254272461	 sharpness 27.487070083618164
==> Epoch 847/2000
==> Test
Train Loss 1.343293309211731	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 44.18000030517578	 gHg: 68.18516540527344	 smoothness 19.304534912109375	 sharpness 28.773786544799805
==> Epoch 848/2000
==> Test
Train Loss 1.3526339530944824	 Train Accuracy (%): 52.58000183105469 	 Test Accuracy (%): 45.25	 gHg: 63.06189727783203	 smoothness 19.224462509155273	 sharpness 27.463918685913086
==> Epoch 849/2000
==> Test
Train Loss 1.3494521379470825	 Train Accuracy (%): 52.040000915527344 	 Test Accuracy (%): 44.689998626708984	 gHg: 62.071189880371094	 smoothness 19.02610969543457	 sharpness 27.190584182739258
==> Epoch 850/2000
==> Test
Train Loss 1.3308470249176025	 Train Accuracy (%): 52.720001220703125 	 Test Accuracy (%): 45.5099983215332	 gHg: 57.141937255859375	 smoothness 18.9437313079834	 sharpness 26.817447662353516
==> Epoch 851/2000
==> Test
Train Loss 1.3328328132629395	 Train Accuracy (%): 52.720001220703125 	 Test Accuracy (%): 45.02000045776367	 gHg: 51.610198974609375	 smoothness 18.593360900878906	 sharpness 25.752941131591797
==> Epoch 852/2000
==> Test
Train Loss 1.3281328678131104	 Train Accuracy (%): 53.400001525878906 	 Test Accuracy (%): 45.79999923706055	 gHg: 45.281471252441406	 smoothness 18.707189559936523	 sharpness 26.599462509155273
==> Epoch 853/2000
==> Test
Train Loss 1.3029334545135498	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 45.29999923706055	 gHg: 43.465362548828125	 smoothness 18.65752601623535	 sharpness 27.090993881225586
==> Epoch 854/2000
==> Test
Train Loss 1.3087234497070312	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 45.939998626708984	 gHg: 33.63798522949219	 smoothness 18.308712005615234	 sharpness 25.934602737426758
==> Epoch 855/2000
==> Test
Train Loss 1.3025181293487549	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 45.7400016784668	 gHg: 30.613704681396484	 smoothness 18.093524932861328	 sharpness 26.741546630859375
==> Epoch 856/2000
==> Test
Train Loss 1.301235318183899	 Train Accuracy (%): 53.7599983215332 	 Test Accuracy (%): 45.75	 gHg: 27.663002014160156	 smoothness 18.50044822692871	 sharpness 25.724937438964844
==> Epoch 857/2000
==> Test
Train Loss 1.2936464548110962	 Train Accuracy (%): 53.720001220703125 	 Test Accuracy (%): 45.779998779296875	 gHg: 32.26935958862305	 smoothness 18.845918655395508	 sharpness 27.84990119934082
==> Epoch 858/2000
==> Test
Train Loss 1.2972062826156616	 Train Accuracy (%): 54.13999938964844 	 Test Accuracy (%): 45.58000183105469	 gHg: 31.048662185668945	 smoothness 19.108482360839844	 sharpness 25.749723434448242
==> Epoch 859/2000
==> Test
Train Loss 1.2943131923675537	 Train Accuracy (%): 53.7599983215332 	 Test Accuracy (%): 45.31999969482422	 gHg: 47.06171417236328	 smoothness 19.593379974365234	 sharpness 29.198402404785156
==> Epoch 860/2000
==> Test
Train Loss 1.3142423629760742	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 45.7599983215332	 gHg: 38.27876281738281	 smoothness 19.238733291625977	 sharpness 25.951129913330078
==> Epoch 861/2000
==> Test
Train Loss 1.2983707189559937	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 45.150001525878906	 gHg: 47.16009521484375	 smoothness 18.886869430541992	 sharpness 28.328428268432617
==> Epoch 862/2000
==> Test
Train Loss 1.3018566370010376	 Train Accuracy (%): 53.36000061035156 	 Test Accuracy (%): 45.40999984741211	 gHg: 36.482994079589844	 smoothness 18.76312255859375	 sharpness 26.14970588684082
==> Epoch 863/2000
==> Test
Train Loss 1.30832839012146	 Train Accuracy (%): 53.20000076293945 	 Test Accuracy (%): 45.31999969482422	 gHg: 45.65353775024414	 smoothness 18.908349990844727	 sharpness 29.97591781616211
==> Epoch 864/2000
==> Test
Train Loss 1.3031730651855469	 Train Accuracy (%): 52.65999984741211 	 Test Accuracy (%): 45.599998474121094	 gHg: 32.85821533203125	 smoothness 18.527894973754883	 sharpness 26.62056541442871
==> Epoch 865/2000
==> Test
Train Loss 1.2998780012130737	 Train Accuracy (%): 53.5 	 Test Accuracy (%): 45.04999923706055	 gHg: 40.884437561035156	 smoothness 18.728374481201172	 sharpness 29.56673812866211
==> Epoch 866/2000
==> Test
Train Loss 1.299356460571289	 Train Accuracy (%): 53.779998779296875 	 Test Accuracy (%): 44.959999084472656	 gHg: 44.725807189941406	 smoothness 19.55670738220215	 sharpness 27.445369720458984
==> Epoch 867/2000
==> Test
Train Loss 1.3156546354293823	 Train Accuracy (%): 52.15999984741211 	 Test Accuracy (%): 44.34000015258789	 gHg: 52.168479919433594	 smoothness 19.517343521118164	 sharpness 29.69458770751953
==> Epoch 868/2000
==> Test
Train Loss 1.3307111263275146	 Train Accuracy (%): 52.560001373291016 	 Test Accuracy (%): 44.41999816894531	 gHg: 66.9539794921875	 smoothness 19.888525009155273	 sharpness 28.91227149963379
==> Epoch 869/2000
==> Test
Train Loss 1.3446792364120483	 Train Accuracy (%): 51.79999923706055 	 Test Accuracy (%): 44.04999923706055	 gHg: 71.77325439453125	 smoothness 19.652799606323242	 sharpness 31.60630989074707
==> Epoch 870/2000
==> Test
Train Loss 1.3477845191955566	 Train Accuracy (%): 50.540000915527344 	 Test Accuracy (%): 44.34000015258789	 gHg: 73.9931640625	 smoothness 19.206787109375	 sharpness 28.764339447021484
==> Epoch 871/2000
==> Test
Train Loss 1.3492790460586548	 Train Accuracy (%): 50.84000015258789 	 Test Accuracy (%): 44.11000061035156	 gHg: 68.39435577392578	 smoothness 18.933326721191406	 sharpness 27.54124641418457
==> Epoch 872/2000
==> Test
Train Loss 1.3319932222366333	 Train Accuracy (%): 53.08000183105469 	 Test Accuracy (%): 44.880001068115234	 gHg: 59.306671142578125	 smoothness 18.713003158569336	 sharpness 26.34849739074707
==> Epoch 873/2000
==> Test
Train Loss 1.3410922288894653	 Train Accuracy (%): 52.099998474121094 	 Test Accuracy (%): 44.84000015258789	 gHg: 63.71723937988281	 smoothness 18.78400993347168	 sharpness 27.548097610473633
==> Epoch 874/2000
==> Test
Train Loss 1.333695888519287	 Train Accuracy (%): 52.279998779296875 	 Test Accuracy (%): 45.27000045776367	 gHg: 51.84787368774414	 smoothness 18.74530792236328	 sharpness 25.07048225402832
==> Epoch 875/2000
==> Test
Train Loss 1.3259122371673584	 Train Accuracy (%): 51.279998779296875 	 Test Accuracy (%): 45.02000045776367	 gHg: 52.872215270996094	 smoothness 18.697181701660156	 sharpness 26.13982391357422
==> Epoch 876/2000
==> Test
Train Loss 1.3160107135772705	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 45.459999084472656	 gHg: 57.97466278076172	 smoothness 19.252275466918945	 sharpness 28.203651428222656
==> Epoch 877/2000
==> Test
Train Loss 1.3198728561401367	 Train Accuracy (%): 52.63999938964844 	 Test Accuracy (%): 45.220001220703125	 gHg: 48.834808349609375	 smoothness 18.939491271972656	 sharpness 25.6058406829834
==> Epoch 878/2000
==> Test
Train Loss 1.3077079057693481	 Train Accuracy (%): 53.15999984741211 	 Test Accuracy (%): 45.79999923706055	 gHg: 59.36135482788086	 smoothness 19.18256950378418	 sharpness 29.26555061340332
==> Epoch 879/2000
==> Test
Train Loss 1.325449824333191	 Train Accuracy (%): 51.880001068115234 	 Test Accuracy (%): 45.31999969482422	 gHg: 45.446014404296875	 smoothness 19.08529281616211	 sharpness 26.582340240478516
==> Epoch 880/2000
==> Test
Train Loss 1.3154375553131104	 Train Accuracy (%): 53.400001525878906 	 Test Accuracy (%): 45.83000183105469	 gHg: 59.532073974609375	 smoothness 18.996145248413086	 sharpness 29.29656410217285
==> Epoch 881/2000
==> Test
Train Loss 1.320609211921692	 Train Accuracy (%): 52.81999969482422 	 Test Accuracy (%): 45.7400016784668	 gHg: 37.24433898925781	 smoothness 18.446374893188477	 sharpness 25.5553035736084
==> Epoch 882/2000
==> Test
Train Loss 1.3085099458694458	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 45.900001525878906	 gHg: 44.20935821533203	 smoothness 18.46612548828125	 sharpness 28.001855850219727
==> Epoch 883/2000
==> Test
Train Loss 1.307448387145996	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 45.790000915527344	 gHg: 30.916961669921875	 smoothness 18.308244705200195	 sharpness 25.432170867919922
==> Epoch 884/2000
==> Test
Train Loss 1.2692867517471313	 Train Accuracy (%): 55.0 	 Test Accuracy (%): 45.95000076293945	 gHg: 28.555438995361328	 smoothness 17.822551727294922	 sharpness 26.171934127807617
==> Epoch 885/2000
==> Test
Train Loss 1.2894647121429443	 Train Accuracy (%): 55.220001220703125 	 Test Accuracy (%): 45.83000183105469	 gHg: 26.436336517333984	 smoothness 18.590707778930664	 sharpness 26.00921630859375
==> Epoch 886/2000
==> Test
Train Loss 1.2823885679244995	 Train Accuracy (%): 54.34000015258789 	 Test Accuracy (%): 46.099998474121094	 gHg: 29.50582504272461	 smoothness 18.526866912841797	 sharpness 27.73235321044922
==> Epoch 887/2000
==> Test
Train Loss 1.2810055017471313	 Train Accuracy (%): 54.439998626708984 	 Test Accuracy (%): 45.81999969482422	 gHg: 25.654220581054688	 smoothness 18.27467918395996	 sharpness 26.67639923095703
==> Epoch 888/2000
==> Test
Train Loss 1.2714910507202148	 Train Accuracy (%): 55.18000030517578 	 Test Accuracy (%): 45.650001525878906	 gHg: 26.65031623840332	 smoothness 18.474985122680664	 sharpness 26.25553321838379
==> Epoch 889/2000
==> Test
Train Loss 1.2755733728408813	 Train Accuracy (%): 54.41999816894531 	 Test Accuracy (%): 45.70000076293945	 gHg: 31.724454879760742	 smoothness 19.05339241027832	 sharpness 27.881317138671875
==> Epoch 890/2000
==> Test
Train Loss 1.2952194213867188	 Train Accuracy (%): 54.86000061035156 	 Test Accuracy (%): 45.08000183105469	 gHg: 34.31000518798828	 smoothness 19.38784408569336	 sharpness 26.867490768432617
==> Epoch 891/2000
==> Test
Train Loss 1.2928063869476318	 Train Accuracy (%): 54.0 	 Test Accuracy (%): 45.4900016784668	 gHg: 51.5659065246582	 smoothness 19.463973999023438	 sharpness 31.3663387298584
==> Epoch 892/2000
==> Test
Train Loss 1.303725242614746	 Train Accuracy (%): 53.7599983215332 	 Test Accuracy (%): 45.060001373291016	 gHg: 40.91844940185547	 smoothness 19.339921951293945	 sharpness 26.44894790649414
==> Epoch 893/2000
==> Test
Train Loss 1.3077855110168457	 Train Accuracy (%): 53.560001373291016 	 Test Accuracy (%): 45.150001525878906	 gHg: 80.36414337158203	 smoothness 20.06547737121582	 sharpness 32.056583404541016
==> Epoch 894/2000
==> Test
Train Loss 1.334003210067749	 Train Accuracy (%): 53.36000061035156 	 Test Accuracy (%): 44.40999984741211	 gHg: 59.002010345458984	 smoothness 19.680604934692383	 sharpness 28.244462966918945
==> Epoch 895/2000
==> Test
Train Loss 1.3237930536270142	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 44.79999923706055	 gHg: 92.96369934082031	 smoothness 19.4971981048584	 sharpness 30.006736755371094
==> Epoch 896/2000
==> Test
Train Loss 1.362450361251831	 Train Accuracy (%): 52.36000061035156 	 Test Accuracy (%): 44.16999816894531	 gHg: 75.86422729492188	 smoothness 19.68247413635254	 sharpness 29.637027740478516
==> Epoch 897/2000
==> Test
Train Loss 1.3392741680145264	 Train Accuracy (%): 52.31999969482422 	 Test Accuracy (%): 45.06999969482422	 gHg: 76.5400619506836	 smoothness 18.721641540527344	 sharpness 27.761884689331055
==> Epoch 898/2000
==> Test
Train Loss 1.3314889669418335	 Train Accuracy (%): 52.900001525878906 	 Test Accuracy (%): 44.91999816894531	 gHg: 52.43060302734375	 smoothness 18.234323501586914	 sharpness 28.68781852722168
==> Epoch 899/2000
==> Test
Train Loss 1.3015693426132202	 Train Accuracy (%): 53.34000015258789 	 Test Accuracy (%): 45.75	 gHg: 36.42506408691406	 smoothness 17.478565216064453	 sharpness 25.840084075927734
==> Epoch 900/2000
==> Test
Train Loss 1.2962607145309448	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 45.4900016784668	 gHg: 28.43468475341797	 smoothness 17.95273780822754	 sharpness 23.328454971313477
==> Epoch 901/2000
==> Test
Train Loss 1.2762305736541748	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 45.880001068115234	 gHg: 27.667015075683594	 smoothness 18.254304885864258	 sharpness 25.635440826416016
==> Epoch 902/2000
==> Test
Train Loss 1.28010094165802	 Train Accuracy (%): 55.15999984741211 	 Test Accuracy (%): 45.54999923706055	 gHg: 24.865985870361328	 smoothness 18.135704040527344	 sharpness 26.26540184020996
==> Epoch 903/2000
==> Test
Train Loss 1.2694854736328125	 Train Accuracy (%): 55.119998931884766 	 Test Accuracy (%): 45.630001068115234	 gHg: 24.201431274414062	 smoothness 18.228776931762695	 sharpness 26.221960067749023
==> Epoch 904/2000
==> Test
Train Loss 1.2731215953826904	 Train Accuracy (%): 54.97999954223633 	 Test Accuracy (%): 45.61000061035156	 gHg: 25.123668670654297	 smoothness 18.488821029663086	 sharpness 27.110721588134766
==> Epoch 905/2000
==> Test
Train Loss 1.2792280912399292	 Train Accuracy (%): 53.79999923706055 	 Test Accuracy (%): 45.4900016784668	 gHg: 29.13063621520996	 smoothness 18.907550811767578	 sharpness 27.650617599487305
==> Epoch 906/2000
==> Test
Train Loss 1.285555362701416	 Train Accuracy (%): 54.380001068115234 	 Test Accuracy (%): 45.650001525878906	 gHg: 32.23075866699219	 smoothness 19.417198181152344	 sharpness 27.81744956970215
==> Epoch 907/2000
==> Test
Train Loss 1.2790228128433228	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 45.5099983215332	 gHg: 42.72829055786133	 smoothness 19.581235885620117	 sharpness 29.997676849365234
==> Epoch 908/2000
==> Test
Train Loss 1.2914328575134277	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 45.38999938964844	 gHg: 37.568626403808594	 smoothness 19.076587677001953	 sharpness 28.23875617980957
==> Epoch 909/2000
==> Test
Train Loss 1.2957103252410889	 Train Accuracy (%): 54.380001068115234 	 Test Accuracy (%): 45.529998779296875	 gHg: 48.62363052368164	 smoothness 19.25481605529785	 sharpness 29.65461540222168
==> Epoch 910/2000
==> Test
Train Loss 1.294695496559143	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 45.220001220703125	 gHg: 41.24951171875	 smoothness 18.995555877685547	 sharpness 26.73952865600586
==> Epoch 911/2000
==> Test
Train Loss 1.2886182069778442	 Train Accuracy (%): 54.13999938964844 	 Test Accuracy (%): 45.470001220703125	 gHg: 54.23789978027344	 smoothness 19.257383346557617	 sharpness 29.159698486328125
==> Epoch 912/2000
==> Test
Train Loss 1.3039474487304688	 Train Accuracy (%): 52.65999984741211 	 Test Accuracy (%): 45.380001068115234	 gHg: 45.0926513671875	 smoothness 19.236677169799805	 sharpness 25.78948402404785
==> Epoch 913/2000
==> Test
Train Loss 1.3004807233810425	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 45.65999984741211	 gHg: 57.71818923950195	 smoothness 19.13337516784668	 sharpness 30.08831214904785
==> Epoch 914/2000
==> Test
Train Loss 1.3071871995925903	 Train Accuracy (%): 52.900001525878906 	 Test Accuracy (%): 45.38999938964844	 gHg: 47.12297058105469	 smoothness 19.04728889465332	 sharpness 26.58889389038086
==> Epoch 915/2000
==> Test
Train Loss 1.3058719635009766	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 45.7599983215332	 gHg: 54.30638885498047	 smoothness 19.113140106201172	 sharpness 29.164703369140625
==> Epoch 916/2000
==> Test
Train Loss 1.3016207218170166	 Train Accuracy (%): 53.560001373291016 	 Test Accuracy (%): 45.25	 gHg: 48.60041427612305	 smoothness 18.918302536010742	 sharpness 28.108272552490234
==> Epoch 917/2000
==> Test
Train Loss 1.2949464321136475	 Train Accuracy (%): 54.47999954223633 	 Test Accuracy (%): 45.52000045776367	 gHg: 50.23448944091797	 smoothness 19.088512420654297	 sharpness 26.937040328979492
==> Epoch 918/2000
==> Test
Train Loss 1.3066070079803467	 Train Accuracy (%): 53.20000076293945 	 Test Accuracy (%): 44.86000061035156	 gHg: 51.30667495727539	 smoothness 19.093597412109375	 sharpness 27.737462997436523
==> Epoch 919/2000
==> Test
Train Loss 1.3032052516937256	 Train Accuracy (%): 53.900001525878906 	 Test Accuracy (%): 45.560001373291016	 gHg: 44.08229446411133	 smoothness 18.686756134033203	 sharpness 26.46091651916504
==> Epoch 920/2000
==> Test
Train Loss 1.2910228967666626	 Train Accuracy (%): 53.099998474121094 	 Test Accuracy (%): 44.97999954223633	 gHg: 42.7036018371582	 smoothness 18.48118019104004	 sharpness 27.21022605895996
==> Epoch 921/2000
==> Test
Train Loss 1.285605549812317	 Train Accuracy (%): 54.29999923706055 	 Test Accuracy (%): 45.86000061035156	 gHg: 37.17911911010742	 smoothness 18.6547794342041	 sharpness 26.5472412109375
==> Epoch 922/2000
==> Test
Train Loss 1.287424087524414	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 44.70000076293945	 gHg: 44.92958450317383	 smoothness 19.085412979125977	 sharpness 28.05574607849121
==> Epoch 923/2000
==> Test
Train Loss 1.2850604057312012	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 45.5099983215332	 gHg: 39.71670913696289	 smoothness 19.07007598876953	 sharpness 26.557720184326172
==> Epoch 924/2000
==> Test
Train Loss 1.2951337099075317	 Train Accuracy (%): 52.68000030517578 	 Test Accuracy (%): 44.380001068115234	 gHg: 51.28719711303711	 smoothness 19.25035858154297	 sharpness 29.167072296142578
==> Epoch 925/2000
==> Test
Train Loss 1.3009527921676636	 Train Accuracy (%): 53.02000045776367 	 Test Accuracy (%): 45.869998931884766	 gHg: 42.560157775878906	 smoothness 19.2363338470459	 sharpness 25.988712310791016
==> Epoch 926/2000
==> Test
Train Loss 1.2986160516738892	 Train Accuracy (%): 52.31999969482422 	 Test Accuracy (%): 44.70000076293945	 gHg: 53.638248443603516	 smoothness 18.99354362487793	 sharpness 29.322309494018555
==> Epoch 927/2000
==> Test
Train Loss 1.300161361694336	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 45.959999084472656	 gHg: 40.36640548706055	 smoothness 18.900625228881836	 sharpness 25.81083869934082
==> Epoch 928/2000
==> Test
Train Loss 1.2916808128356934	 Train Accuracy (%): 52.58000183105469 	 Test Accuracy (%): 44.88999938964844	 gHg: 48.72227478027344	 smoothness 18.607440948486328	 sharpness 29.427518844604492
==> Epoch 929/2000
==> Test
Train Loss 1.3023566007614136	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 45.7599983215332	 gHg: 41.933555603027344	 smoothness 19.08814811706543	 sharpness 27.300947189331055
==> Epoch 930/2000
==> Test
Train Loss 1.293287754058838	 Train Accuracy (%): 53.34000015258789 	 Test Accuracy (%): 44.880001068115234	 gHg: 45.95726776123047	 smoothness 18.579008102416992	 sharpness 28.414186477661133
==> Epoch 931/2000
==> Test
Train Loss 1.2948037385940552	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 46.34000015258789	 gHg: 42.5345573425293	 smoothness 18.779396057128906	 sharpness 27.452014923095703
==> Epoch 932/2000
==> Test
Train Loss 1.2912001609802246	 Train Accuracy (%): 53.720001220703125 	 Test Accuracy (%): 44.79999923706055	 gHg: 51.726863861083984	 smoothness 19.213153839111328	 sharpness 25.409761428833008
==> Epoch 933/2000
==> Test
Train Loss 1.3013709783554077	 Train Accuracy (%): 53.060001373291016 	 Test Accuracy (%): 46.029998779296875	 gHg: 53.498451232910156	 smoothness 19.566347122192383	 sharpness 27.838682174682617
==> Epoch 934/2000
==> Test
Train Loss 1.3009198904037476	 Train Accuracy (%): 53.79999923706055 	 Test Accuracy (%): 44.29999923706055	 gHg: 65.89562225341797	 smoothness 19.564369201660156	 sharpness 27.246126174926758
==> Epoch 935/2000
==> Test
Train Loss 1.311385989189148	 Train Accuracy (%): 52.52000045776367 	 Test Accuracy (%): 45.9900016784668	 gHg: 65.49271392822266	 smoothness 19.660045623779297	 sharpness 29.15340805053711
==> Epoch 936/2000
==> Test
Train Loss 1.328978180885315	 Train Accuracy (%): 52.779998779296875 	 Test Accuracy (%): 44.279998779296875	 gHg: 66.03826904296875	 smoothness 19.191308975219727	 sharpness 28.032405853271484
==> Epoch 937/2000
==> Test
Train Loss 1.3169547319412231	 Train Accuracy (%): 53.2599983215332 	 Test Accuracy (%): 45.900001525878906	 gHg: 58.60449981689453	 smoothness 18.680349349975586	 sharpness 28.769620895385742
==> Epoch 938/2000
==> Test
Train Loss 1.3018736839294434	 Train Accuracy (%): 53.380001068115234 	 Test Accuracy (%): 45.13999938964844	 gHg: 44.49921417236328	 smoothness 18.33799934387207	 sharpness 25.088171005249023
==> Epoch 939/2000
==> Test
Train Loss 1.289663553237915	 Train Accuracy (%): 54.0 	 Test Accuracy (%): 45.970001220703125	 gHg: 49.283355712890625	 smoothness 18.5585994720459	 sharpness 28.112083435058594
==> Epoch 940/2000
==> Test
Train Loss 1.2851228713989258	 Train Accuracy (%): 55.08000183105469 	 Test Accuracy (%): 45.38999938964844	 gHg: 34.66667175292969	 smoothness 18.422983169555664	 sharpness 24.381999969482422
==> Epoch 941/2000
==> Test
Train Loss 1.2698613405227661	 Train Accuracy (%): 54.29999923706055 	 Test Accuracy (%): 45.38999938964844	 gHg: 44.276611328125	 smoothness 18.75858497619629	 sharpness 27.68941879272461
==> Epoch 942/2000
==> Test
Train Loss 1.2697545289993286	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 45.36000061035156	 gHg: 32.30268096923828	 smoothness 18.655790328979492	 sharpness 25.326889038085938
==> Epoch 943/2000
==> Test
Train Loss 1.2601673603057861	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 45.689998626708984	 gHg: 40.91716766357422	 smoothness 18.636445999145508	 sharpness 27.418649673461914
==> Epoch 944/2000
==> Test
Train Loss 1.2833665609359741	 Train Accuracy (%): 54.7400016784668 	 Test Accuracy (%): 45.290000915527344	 gHg: 35.462120056152344	 smoothness 19.008392333984375	 sharpness 26.438859939575195
==> Epoch 945/2000
==> Test
Train Loss 1.2720844745635986	 Train Accuracy (%): 54.86000061035156 	 Test Accuracy (%): 45.650001525878906	 gHg: 42.81187438964844	 smoothness 18.934450149536133	 sharpness 28.26423454284668
==> Epoch 946/2000
==> Test
Train Loss 1.2812256813049316	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 45.45000076293945	 gHg: 36.80320739746094	 smoothness 18.893878936767578	 sharpness 26.800151824951172
==> Epoch 947/2000
==> Test
Train Loss 1.2757738828659058	 Train Accuracy (%): 54.619998931884766 	 Test Accuracy (%): 45.95000076293945	 gHg: 47.54126739501953	 smoothness 19.14788055419922	 sharpness 25.476821899414062
==> Epoch 948/2000
==> Test
Train Loss 1.2839088439941406	 Train Accuracy (%): 54.81999969482422 	 Test Accuracy (%): 45.20000076293945	 gHg: 47.363525390625	 smoothness 19.46512794494629	 sharpness 27.93224334716797
==> Epoch 949/2000
==> Test
Train Loss 1.2966810464859009	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 45.310001373291016	 gHg: 73.86019897460938	 smoothness 20.374921798706055	 sharpness 29.346712112426758
==> Epoch 950/2000
==> Test
Train Loss 1.3168233633041382	 Train Accuracy (%): 52.2599983215332 	 Test Accuracy (%): 44.7599983215332	 gHg: 74.65913391113281	 smoothness 20.01750373840332	 sharpness 31.076526641845703
==> Epoch 951/2000
==> Test
Train Loss 1.3182117938995361	 Train Accuracy (%): 53.31999969482422 	 Test Accuracy (%): 45.11000061035156	 gHg: 78.29743957519531	 smoothness 19.22466278076172	 sharpness 29.339771270751953
==> Epoch 952/2000
==> Test
Train Loss 1.3149970769882202	 Train Accuracy (%): 53.220001220703125 	 Test Accuracy (%): 44.54999923706055	 gHg: 74.3446273803711	 smoothness 19.019315719604492	 sharpness 30.96166229248047
==> Epoch 953/2000
==> Test
Train Loss 1.3171687126159668	 Train Accuracy (%): 53.18000030517578 	 Test Accuracy (%): 45.060001373291016	 gHg: 58.860618591308594	 smoothness 18.66905975341797	 sharpness 25.469097137451172
==> Epoch 954/2000
==> Test
Train Loss 1.2966240644454956	 Train Accuracy (%): 53.91999816894531 	 Test Accuracy (%): 45.04999923706055	 gHg: 54.69941329956055	 smoothness 18.43728256225586	 sharpness 29.120634078979492
==> Epoch 955/2000
==> Test
Train Loss 1.3009568452835083	 Train Accuracy (%): 54.0 	 Test Accuracy (%): 45.5	 gHg: 45.616939544677734	 smoothness 18.485105514526367	 sharpness 26.84071922302246
==> Epoch 956/2000
==> Test
Train Loss 1.281612515449524	 Train Accuracy (%): 54.060001373291016 	 Test Accuracy (%): 45.09000015258789	 gHg: 48.82954406738281	 smoothness 18.932268142700195	 sharpness 28.039518356323242
==> Epoch 957/2000
==> Test
Train Loss 1.2871900796890259	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 45.5	 gHg: 47.83678436279297	 smoothness 19.024822235107422	 sharpness 26.835119247436523
==> Epoch 958/2000
==> Test
Train Loss 1.289993405342102	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 45.040000915527344	 gHg: 48.96767807006836	 smoothness 18.9449520111084	 sharpness 28.072166442871094
==> Epoch 959/2000
==> Test
Train Loss 1.29490327835083	 Train Accuracy (%): 54.31999969482422 	 Test Accuracy (%): 45.2599983215332	 gHg: 54.0915412902832	 smoothness 19.398052215576172	 sharpness 26.90742301940918
==> Epoch 960/2000
==> Test
Train Loss 1.2912533283233643	 Train Accuracy (%): 53.41999816894531 	 Test Accuracy (%): 45.0099983215332	 gHg: 51.66069030761719	 smoothness 19.104352951049805	 sharpness 28.737407684326172
==> Epoch 961/2000
==> Test
Train Loss 1.2946314811706543	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 45.630001068115234	 gHg: 46.46084976196289	 smoothness 18.543136596679688	 sharpness 26.126792907714844
==> Epoch 962/2000
==> Test
Train Loss 1.2786084413528442	 Train Accuracy (%): 54.2400016784668 	 Test Accuracy (%): 45.61000061035156	 gHg: 36.69712448120117	 smoothness 18.240942001342773	 sharpness 26.95880126953125
==> Epoch 963/2000
==> Test
Train Loss 1.268431544303894	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 46.09000015258789	 gHg: 30.430288314819336	 smoothness 17.940296173095703	 sharpness 24.75395393371582
==> Epoch 964/2000
==> Test
Train Loss 1.2497444152832031	 Train Accuracy (%): 55.58000183105469 	 Test Accuracy (%): 46.02000045776367	 gHg: 25.756834030151367	 smoothness 17.97210693359375	 sharpness 25.838085174560547
==> Epoch 965/2000
==> Test
Train Loss 1.253495693206787	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 46.22999954223633	 gHg: 25.626453399658203	 smoothness 18.343585968017578	 sharpness 25.143749237060547
==> Epoch 966/2000
==> Test
Train Loss 1.247877597808838	 Train Accuracy (%): 55.619998931884766 	 Test Accuracy (%): 45.90999984741211	 gHg: 23.549697875976562	 smoothness 18.252073287963867	 sharpness 26.741832733154297
==> Epoch 967/2000
==> Test
Train Loss 1.2448604106903076	 Train Accuracy (%): 56.619998931884766 	 Test Accuracy (%): 46.290000915527344	 gHg: 30.148151397705078	 smoothness 18.75484848022461	 sharpness 25.971866607666016
==> Epoch 968/2000
==> Test
Train Loss 1.2516148090362549	 Train Accuracy (%): 54.84000015258789 	 Test Accuracy (%): 45.630001068115234	 gHg: 30.75658416748047	 smoothness 19.14522933959961	 sharpness 27.61513328552246
==> Epoch 969/2000
==> Test
Train Loss 1.2675995826721191	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 46.119998931884766	 gHg: 44.16748046875	 smoothness 19.59603500366211	 sharpness 28.248241424560547
==> Epoch 970/2000
==> Test
Train Loss 1.2875359058380127	 Train Accuracy (%): 53.7599983215332 	 Test Accuracy (%): 45.33000183105469	 gHg: 45.80735397338867	 smoothness 19.769502639770508	 sharpness 29.350967407226562
==> Epoch 971/2000
==> Test
Train Loss 1.2886887788772583	 Train Accuracy (%): 54.31999969482422 	 Test Accuracy (%): 45.93000030517578	 gHg: 66.3038330078125	 smoothness 20.021038055419922	 sharpness 30.23830223083496
==> Epoch 972/2000
==> Test
Train Loss 1.308273434638977	 Train Accuracy (%): 52.63999938964844 	 Test Accuracy (%): 44.400001525878906	 gHg: 59.25140380859375	 smoothness 19.567150115966797	 sharpness 30.187381744384766
==> Epoch 973/2000
==> Test
Train Loss 1.2929449081420898	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 45.959999084472656	 gHg: 63.97998046875	 smoothness 18.983179092407227	 sharpness 30.349782943725586
==> Epoch 974/2000
==> Test
Train Loss 1.29718017578125	 Train Accuracy (%): 53.060001373291016 	 Test Accuracy (%): 44.72999954223633	 gHg: 55.41915512084961	 smoothness 18.87216567993164	 sharpness 29.424144744873047
==> Epoch 975/2000
==> Test
Train Loss 1.290437936782837	 Train Accuracy (%): 54.2400016784668 	 Test Accuracy (%): 45.77000045776367	 gHg: 53.537261962890625	 smoothness 18.79330062866211	 sharpness 30.24867820739746
==> Epoch 976/2000
==> Test
Train Loss 1.2787785530090332	 Train Accuracy (%): 53.18000030517578 	 Test Accuracy (%): 45.09000015258789	 gHg: 53.001678466796875	 smoothness 18.79886245727539	 sharpness 28.083419799804688
==> Epoch 977/2000
==> Test
Train Loss 1.2864285707473755	 Train Accuracy (%): 54.13999938964844 	 Test Accuracy (%): 45.689998626708984	 gHg: 45.259063720703125	 smoothness 18.796947479248047	 sharpness 28.79086685180664
==> Epoch 978/2000
==> Test
Train Loss 1.2791122198104858	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 45.209999084472656	 gHg: 60.00543975830078	 smoothness 19.25796127319336	 sharpness 27.461172103881836
==> Epoch 979/2000
==> Test
Train Loss 1.2983644008636475	 Train Accuracy (%): 52.779998779296875 	 Test Accuracy (%): 45.02000045776367	 gHg: 50.43816375732422	 smoothness 19.155437469482422	 sharpness 28.86789321899414
==> Epoch 980/2000
==> Test
Train Loss 1.2789232730865479	 Train Accuracy (%): 54.2599983215332 	 Test Accuracy (%): 45.599998474121094	 gHg: 55.19593048095703	 smoothness 18.831884384155273	 sharpness 26.090110778808594
==> Epoch 981/2000
==> Test
Train Loss 1.2864786386489868	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 45.20000076293945	 gHg: 47.74754333496094	 smoothness 19.00975227355957	 sharpness 27.88846778869629
==> Epoch 982/2000
==> Test
Train Loss 1.2837737798690796	 Train Accuracy (%): 53.68000030517578 	 Test Accuracy (%): 45.380001068115234	 gHg: 52.823509216308594	 smoothness 18.823637008666992	 sharpness 26.286479949951172
==> Epoch 983/2000
==> Test
Train Loss 1.2797296047210693	 Train Accuracy (%): 54.279998779296875 	 Test Accuracy (%): 45.400001525878906	 gHg: 43.77601623535156	 smoothness 18.713687896728516	 sharpness 28.578617095947266
==> Epoch 984/2000
==> Test
Train Loss 1.2757771015167236	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 45.43000030517578	 gHg: 45.742225646972656	 smoothness 18.5667781829834	 sharpness 26.27642059326172
==> Epoch 985/2000
==> Test
Train Loss 1.2676420211791992	 Train Accuracy (%): 54.2400016784668 	 Test Accuracy (%): 45.59000015258789	 gHg: 49.983516693115234	 smoothness 19.10593605041504	 sharpness 29.90510368347168
==> Epoch 986/2000
==> Test
Train Loss 1.2635654211044312	 Train Accuracy (%): 55.2400016784668 	 Test Accuracy (%): 45.279998779296875	 gHg: 38.99085235595703	 smoothness 18.51584243774414	 sharpness 26.061140060424805
==> Epoch 987/2000
==> Test
Train Loss 1.2615947723388672	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 45.77000045776367	 gHg: 48.567928314208984	 smoothness 18.870454788208008	 sharpness 30.092323303222656
==> Epoch 988/2000
==> Test
Train Loss 1.2731257677078247	 Train Accuracy (%): 54.47999954223633 	 Test Accuracy (%): 45.34000015258789	 gHg: 38.187965393066406	 smoothness 18.966604232788086	 sharpness 25.865320205688477
==> Epoch 989/2000
==> Test
Train Loss 1.26810884475708	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 45.290000915527344	 gHg: 61.72983932495117	 smoothness 19.430408477783203	 sharpness 30.557252883911133
==> Epoch 990/2000
==> Test
Train Loss 1.286092758178711	 Train Accuracy (%): 54.63999938964844 	 Test Accuracy (%): 44.720001220703125	 gHg: 48.735565185546875	 smoothness 19.366851806640625	 sharpness 28.022960662841797
==> Epoch 991/2000
==> Test
Train Loss 1.284912347793579	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 44.88999938964844	 gHg: 83.61735534667969	 smoothness 19.880918502807617	 sharpness 31.135190963745117
==> Epoch 992/2000
==> Test
Train Loss 1.305354356765747	 Train Accuracy (%): 53.619998931884766 	 Test Accuracy (%): 44.63999938964844	 gHg: 59.63189697265625	 smoothness 19.195819854736328	 sharpness 30.54959487915039
==> Epoch 993/2000
==> Test
Train Loss 1.299324870109558	 Train Accuracy (%): 53.2599983215332 	 Test Accuracy (%): 45.540000915527344	 gHg: 56.23290252685547	 smoothness 18.25092315673828	 sharpness 28.553186416625977
==> Epoch 994/2000
==> Test
Train Loss 1.268768310546875	 Train Accuracy (%): 54.97999954223633 	 Test Accuracy (%): 44.90999984741211	 gHg: 42.737510681152344	 smoothness 18.27849578857422	 sharpness 29.347057342529297
==> Epoch 995/2000
==> Test
Train Loss 1.2579127550125122	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 45.86000061035156	 gHg: 39.86927032470703	 smoothness 18.222206115722656	 sharpness 26.616764068603516
==> Epoch 996/2000
==> Test
Train Loss 1.2574948072433472	 Train Accuracy (%): 55.2599983215332 	 Test Accuracy (%): 45.529998779296875	 gHg: 35.59059143066406	 smoothness 18.458906173706055	 sharpness 29.07539939880371
==> Epoch 997/2000
==> Test
Train Loss 1.2505805492401123	 Train Accuracy (%): 55.91999816894531 	 Test Accuracy (%): 46.38999938964844	 gHg: 34.84067916870117	 smoothness 18.510351181030273	 sharpness 25.864587783813477
==> Epoch 998/2000
==> Test
Train Loss 1.2561242580413818	 Train Accuracy (%): 55.279998779296875 	 Test Accuracy (%): 45.2599983215332	 gHg: 40.65604782104492	 smoothness 19.086837768554688	 sharpness 29.723928451538086
==> Epoch 999/2000
==> Test
Train Loss 1.2568095922470093	 Train Accuracy (%): 55.619998931884766 	 Test Accuracy (%): 46.619998931884766	 gHg: 39.6195068359375	 smoothness 18.92757225036621	 sharpness 24.34483528137207
==> Epoch 1000/2000
==> Test
Train Loss 1.257243275642395	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 45.29999923706055	 gHg: 49.36409378051758	 smoothness 19.43978500366211	 sharpness 28.909631729125977
==> Epoch 1001/2000
==> Test
Train Loss 1.2755968570709229	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 46.56999969482422	 gHg: 49.041168212890625	 smoothness 19.540021896362305	 sharpness 26.778779983520508
==> Epoch 1002/2000
==> Test
Train Loss 1.275289535522461	 Train Accuracy (%): 54.459999084472656 	 Test Accuracy (%): 45.36000061035156	 gHg: 64.74817657470703	 smoothness 19.536876678466797	 sharpness 30.29644203186035
==> Epoch 1003/2000
==> Test
Train Loss 1.2883968353271484	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 46.45000076293945	 gHg: 52.419639587402344	 smoothness 19.070850372314453	 sharpness 26.60811996459961
==> Epoch 1004/2000
==> Test
Train Loss 1.265682339668274	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 45.56999969482422	 gHg: 53.5625	 smoothness 18.634937286376953	 sharpness 29.049205780029297
==> Epoch 1005/2000
==> Test
Train Loss 1.2667337656021118	 Train Accuracy (%): 54.97999954223633 	 Test Accuracy (%): 46.25	 gHg: 44.39839172363281	 smoothness 18.78536605834961	 sharpness 27.21731948852539
==> Epoch 1006/2000
==> Test
Train Loss 1.2669652700424194	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 45.810001373291016	 gHg: 48.51465606689453	 smoothness 18.936960220336914	 sharpness 30.42853546142578
==> Epoch 1007/2000
==> Test
Train Loss 1.2685213088989258	 Train Accuracy (%): 55.119998931884766 	 Test Accuracy (%): 46.209999084472656	 gHg: 41.663116455078125	 smoothness 18.61147117614746	 sharpness 27.13058853149414
==> Epoch 1008/2000
==> Test
Train Loss 1.250278115272522	 Train Accuracy (%): 55.779998779296875 	 Test Accuracy (%): 46.220001220703125	 gHg: 34.172943115234375	 smoothness 18.082855224609375	 sharpness 29.965734481811523
==> Epoch 1009/2000
==> Test
Train Loss 1.2433359622955322	 Train Accuracy (%): 56.779998779296875 	 Test Accuracy (%): 46.59000015258789	 gHg: 30.639347076416016	 smoothness 18.15549087524414	 sharpness 26.30924415588379
==> Epoch 1010/2000
==> Test
Train Loss 1.238073706626892	 Train Accuracy (%): 55.81999969482422 	 Test Accuracy (%): 46.189998626708984	 gHg: 34.124717712402344	 smoothness 19.011201858520508	 sharpness 29.52634620666504
==> Epoch 1011/2000
==> Test
Train Loss 1.2474063634872437	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 45.959999084472656	 gHg: 37.8520622253418	 smoothness 19.079410552978516	 sharpness 26.93566131591797
==> Epoch 1012/2000
==> Test
Train Loss 1.2440065145492554	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 45.959999084472656	 gHg: 37.65227127075195	 smoothness 18.87571907043457	 sharpness 31.383481979370117
==> Epoch 1013/2000
==> Test
Train Loss 1.2648359537124634	 Train Accuracy (%): 54.119998931884766 	 Test Accuracy (%): 45.81999969482422	 gHg: 38.17840576171875	 smoothness 19.019451141357422	 sharpness 26.70035171508789
==> Epoch 1014/2000
==> Test
Train Loss 1.2592954635620117	 Train Accuracy (%): 54.779998779296875 	 Test Accuracy (%): 45.86000061035156	 gHg: 45.6739616394043	 smoothness 19.349241256713867	 sharpness 31.993196487426758
==> Epoch 1015/2000
==> Test
Train Loss 1.2625211477279663	 Train Accuracy (%): 54.68000030517578 	 Test Accuracy (%): 45.279998779296875	 gHg: 42.82353210449219	 smoothness 19.103408813476562	 sharpness 28.180509567260742
==> Epoch 1016/2000
==> Test
Train Loss 1.2526054382324219	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 45.65999984741211	 gHg: 48.605411529541016	 smoothness 19.038454055786133	 sharpness 32.26128387451172
==> Epoch 1017/2000
==> Test
Train Loss 1.2645118236541748	 Train Accuracy (%): 54.29999923706055 	 Test Accuracy (%): 45.209999084472656	 gHg: 44.782569885253906	 smoothness 19.057327270507812	 sharpness 28.468164443969727
==> Epoch 1018/2000
==> Test
Train Loss 1.2667012214660645	 Train Accuracy (%): 53.81999969482422 	 Test Accuracy (%): 45.599998474121094	 gHg: 53.405120849609375	 smoothness 19.23017120361328	 sharpness 31.881711959838867
==> Epoch 1019/2000
==> Test
Train Loss 1.2703152894973755	 Train Accuracy (%): 54.70000076293945 	 Test Accuracy (%): 44.869998931884766	 gHg: 44.34101104736328	 smoothness 18.752605438232422	 sharpness 28.56507110595703
==> Epoch 1020/2000
==> Test
Train Loss 1.2598830461502075	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 45.560001373291016	 gHg: 53.33660125732422	 smoothness 18.77080535888672	 sharpness 31.807628631591797
==> Epoch 1021/2000
==> Test
Train Loss 1.269372582435608	 Train Accuracy (%): 54.70000076293945 	 Test Accuracy (%): 44.279998779296875	 gHg: 50.01353454589844	 smoothness 19.08253288269043	 sharpness 28.411273956298828
==> Epoch 1022/2000
==> Test
Train Loss 1.2669485807418823	 Train Accuracy (%): 53.900001525878906 	 Test Accuracy (%): 45.650001525878906	 gHg: 63.59458923339844	 smoothness 19.573848724365234	 sharpness 31.56841468811035
==> Epoch 1023/2000
==> Test
Train Loss 1.2904168367385864	 Train Accuracy (%): 53.599998474121094 	 Test Accuracy (%): 43.470001220703125	 gHg: 69.62996673583984	 smoothness 19.638961791992188	 sharpness 28.260427474975586
==> Epoch 1024/2000
==> Test
Train Loss 1.290205478668213	 Train Accuracy (%): 53.29999923706055 	 Test Accuracy (%): 45.400001525878906	 gHg: 65.85469818115234	 smoothness 19.17599868774414	 sharpness 30.664913177490234
==> Epoch 1025/2000
==> Test
Train Loss 1.2802222967147827	 Train Accuracy (%): 52.84000015258789 	 Test Accuracy (%): 44.060001373291016	 gHg: 67.89078521728516	 smoothness 19.003250122070312	 sharpness 27.855567932128906
==> Epoch 1026/2000
==> Test
Train Loss 1.2841625213623047	 Train Accuracy (%): 53.220001220703125 	 Test Accuracy (%): 45.369998931884766	 gHg: 53.685028076171875	 smoothness 18.701051712036133	 sharpness 29.740711212158203
==> Epoch 1027/2000
==> Test
Train Loss 1.2703697681427002	 Train Accuracy (%): 54.779998779296875 	 Test Accuracy (%): 44.93000030517578	 gHg: 50.001800537109375	 smoothness 18.428991317749023	 sharpness 28.003618240356445
==> Epoch 1028/2000
==> Test
Train Loss 1.2591729164123535	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 45.40999984741211	 gHg: 41.03904724121094	 smoothness 18.327598571777344	 sharpness 29.597558975219727
==> Epoch 1029/2000
==> Test
Train Loss 1.2532436847686768	 Train Accuracy (%): 55.65999984741211 	 Test Accuracy (%): 45.13999938964844	 gHg: 39.28538513183594	 smoothness 18.324522018432617	 sharpness 28.137744903564453
==> Epoch 1030/2000
==> Test
Train Loss 1.251430630683899	 Train Accuracy (%): 54.7599983215332 	 Test Accuracy (%): 46.029998779296875	 gHg: 32.928794860839844	 smoothness 18.392799377441406	 sharpness 28.052719116210938
==> Epoch 1031/2000
==> Test
Train Loss 1.2347569465637207	 Train Accuracy (%): 55.959999084472656 	 Test Accuracy (%): 45.560001373291016	 gHg: 31.10434913635254	 smoothness 18.19645881652832	 sharpness 27.585773468017578
==> Epoch 1032/2000
==> Test
Train Loss 1.2266122102737427	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 45.97999954223633	 gHg: 28.21420669555664	 smoothness 18.368667602539062	 sharpness 27.91952133178711
==> Epoch 1033/2000
==> Test
Train Loss 1.2310527563095093	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 45.7599983215332	 gHg: 35.01641845703125	 smoothness 19.061317443847656	 sharpness 28.479415893554688
==> Epoch 1034/2000
==> Test
Train Loss 1.2369173765182495	 Train Accuracy (%): 55.619998931884766 	 Test Accuracy (%): 45.4900016784668	 gHg: 34.13017654418945	 smoothness 18.853599548339844	 sharpness 27.5496826171875
==> Epoch 1035/2000
==> Test
Train Loss 1.2386893033981323	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 45.599998474121094	 gHg: 50.519386291503906	 smoothness 19.492069244384766	 sharpness 29.990283966064453
==> Epoch 1036/2000
==> Test
Train Loss 1.2641141414642334	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 44.95000076293945	 gHg: 51.08404541015625	 smoothness 19.599523544311523	 sharpness 29.491931915283203
==> Epoch 1037/2000
==> Test
Train Loss 1.2656364440917969	 Train Accuracy (%): 55.279998779296875 	 Test Accuracy (%): 44.91999816894531	 gHg: 93.08694458007812	 smoothness 20.48072052001953	 sharpness 33.14399337768555
==> Epoch 1038/2000
==> Test
Train Loss 1.3064110279083252	 Train Accuracy (%): 54.119998931884766 	 Test Accuracy (%): 43.93000030517578	 gHg: 80.5558090209961	 smoothness 19.904069900512695	 sharpness 31.68556022644043
==> Epoch 1039/2000
==> Test
Train Loss 1.2944579124450684	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 45.439998626708984	 gHg: 109.54215240478516	 smoothness 19.398462295532227	 sharpness 32.1864013671875
==> Epoch 1040/2000
==> Test
Train Loss 1.3197559118270874	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 44.18000030517578	 gHg: 74.04505920410156	 smoothness 19.023040771484375	 sharpness 28.772939682006836
==> Epoch 1041/2000
==> Test
Train Loss 1.2919238805770874	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 45.79999923706055	 gHg: 80.73989868164062	 smoothness 18.478179931640625	 sharpness 28.492361068725586
==> Epoch 1042/2000
==> Test
Train Loss 1.3012887239456177	 Train Accuracy (%): 54.099998474121094 	 Test Accuracy (%): 44.790000915527344	 gHg: 54.90283203125	 smoothness 18.604751586914062	 sharpness 27.063365936279297
==> Epoch 1043/2000
==> Test
Train Loss 1.2619048357009888	 Train Accuracy (%): 55.119998931884766 	 Test Accuracy (%): 46.25	 gHg: 61.44989013671875	 smoothness 18.640838623046875	 sharpness 25.816665649414062
==> Epoch 1044/2000
==> Test
Train Loss 1.2705754041671753	 Train Accuracy (%): 55.81999969482422 	 Test Accuracy (%): 45.0	 gHg: 50.19725036621094	 smoothness 18.709360122680664	 sharpness 28.42412757873535
==> Epoch 1045/2000
==> Test
Train Loss 1.2634096145629883	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 46.040000915527344	 gHg: 45.29954147338867	 smoothness 18.43451499938965	 sharpness 26.0329532623291
==> Epoch 1046/2000
==> Test
Train Loss 1.2544903755187988	 Train Accuracy (%): 55.720001220703125 	 Test Accuracy (%): 45.2400016784668	 gHg: 47.74418640136719	 smoothness 18.67649269104004	 sharpness 28.76991081237793
==> Epoch 1047/2000
==> Test
Train Loss 1.2494620084762573	 Train Accuracy (%): 55.20000076293945 	 Test Accuracy (%): 45.970001220703125	 gHg: 51.059139251708984	 smoothness 19.53707504272461	 sharpness 28.461669921875
==> Epoch 1048/2000
==> Test
Train Loss 1.268769383430481	 Train Accuracy (%): 53.560001373291016 	 Test Accuracy (%): 44.400001525878906	 gHg: 69.78437805175781	 smoothness 20.0720272064209	 sharpness 29.7261962890625
==> Epoch 1049/2000
==> Test
Train Loss 1.2980976104736328	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 45.029998779296875	 gHg: 77.92198181152344	 smoothness 19.647066116333008	 sharpness 30.458974838256836
==> Epoch 1050/2000
==> Test
Train Loss 1.2886435985565186	 Train Accuracy (%): 53.560001373291016 	 Test Accuracy (%): 45.31999969482422	 gHg: 52.39378356933594	 smoothness 18.469791412353516	 sharpness 26.96316909790039
==> Epoch 1051/2000
==> Test
Train Loss 1.275604486465454	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 45.209999084472656	 gHg: 63.45012664794922	 smoothness 18.849498748779297	 sharpness 25.407207489013672
==> Epoch 1052/2000
==> Test
Train Loss 1.272771954536438	 Train Accuracy (%): 54.439998626708984 	 Test Accuracy (%): 45.529998779296875	 gHg: 45.68198776245117	 smoothness 18.794212341308594	 sharpness 26.646728515625
==> Epoch 1053/2000
==> Test
Train Loss 1.2507165670394897	 Train Accuracy (%): 54.79999923706055 	 Test Accuracy (%): 45.56999969482422	 gHg: 45.770103454589844	 smoothness 18.275545120239258	 sharpness 26.847976684570312
==> Epoch 1054/2000
==> Test
Train Loss 1.2470276355743408	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 46.15999984741211	 gHg: 36.07880783081055	 smoothness 18.318435668945312	 sharpness 26.85431480407715
==> Epoch 1055/2000
==> Test
Train Loss 1.2307710647583008	 Train Accuracy (%): 55.7400016784668 	 Test Accuracy (%): 45.7599983215332	 gHg: 36.23145294189453	 smoothness 18.33719253540039	 sharpness 26.168115615844727
==> Epoch 1056/2000
==> Test
Train Loss 1.253034234046936	 Train Accuracy (%): 54.79999923706055 	 Test Accuracy (%): 46.369998931884766	 gHg: 31.43463706970215	 smoothness 18.594451904296875	 sharpness 27.847368240356445
==> Epoch 1057/2000
==> Test
Train Loss 1.242510437965393	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 45.83000183105469	 gHg: 42.77494812011719	 smoothness 19.138111114501953	 sharpness 28.227588653564453
==> Epoch 1058/2000
==> Test
Train Loss 1.24124276638031	 Train Accuracy (%): 55.619998931884766 	 Test Accuracy (%): 46.02000045776367	 gHg: 30.69746971130371	 smoothness 18.738191604614258	 sharpness 27.720096588134766
==> Epoch 1059/2000
==> Test
Train Loss 1.22459876537323	 Train Accuracy (%): 56.0 	 Test Accuracy (%): 45.959999084472656	 gHg: 40.26350402832031	 smoothness 18.47272491455078	 sharpness 28.29167938232422
==> Epoch 1060/2000
==> Test
Train Loss 1.231189250946045	 Train Accuracy (%): 56.599998474121094 	 Test Accuracy (%): 46.22999954223633	 gHg: 27.933914184570312	 smoothness 18.465059280395508	 sharpness 27.43121337890625
==> Epoch 1061/2000
==> Test
Train Loss 1.2269176244735718	 Train Accuracy (%): 55.939998626708984 	 Test Accuracy (%): 45.86000061035156	 gHg: 41.540855407714844	 smoothness 18.696231842041016	 sharpness 27.616500854492188
==> Epoch 1062/2000
==> Test
Train Loss 1.2405930757522583	 Train Accuracy (%): 55.220001220703125 	 Test Accuracy (%): 46.209999084472656	 gHg: 31.004186630249023	 smoothness 18.762943267822266	 sharpness 25.30270004272461
==> Epoch 1063/2000
==> Test
Train Loss 1.2305102348327637	 Train Accuracy (%): 55.79999923706055 	 Test Accuracy (%): 45.709999084472656	 gHg: 50.413482666015625	 smoothness 19.096349716186523	 sharpness 27.17876625061035
==> Epoch 1064/2000
==> Test
Train Loss 1.2619929313659668	 Train Accuracy (%): 54.84000015258789 	 Test Accuracy (%): 45.959999084472656	 gHg: 46.237945556640625	 smoothness 19.700603485107422	 sharpness 28.537633895874023
==> Epoch 1065/2000
==> Test
Train Loss 1.259634017944336	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 45.150001525878906	 gHg: 67.44400024414062	 smoothness 19.620960235595703	 sharpness 27.58148765563965
==> Epoch 1066/2000
==> Test
Train Loss 1.28468918800354	 Train Accuracy (%): 53.91999816894531 	 Test Accuracy (%): 45.810001373291016	 gHg: 68.26544189453125	 smoothness 19.79755973815918	 sharpness 29.138431549072266
==> Epoch 1067/2000
==> Test
Train Loss 1.2710211277008057	 Train Accuracy (%): 54.34000015258789 	 Test Accuracy (%): 44.95000076293945	 gHg: 68.91384887695312	 smoothness 18.916624069213867	 sharpness 26.57168960571289
==> Epoch 1068/2000
==> Test
Train Loss 1.2757986783981323	 Train Accuracy (%): 54.5 	 Test Accuracy (%): 45.86000061035156	 gHg: 64.05326843261719	 smoothness 18.79205894470215	 sharpness 29.170080184936523
==> Epoch 1069/2000
==> Test
Train Loss 1.2695822715759277	 Train Accuracy (%): 54.5 	 Test Accuracy (%): 45.529998779296875	 gHg: 53.77028274536133	 smoothness 18.52478790283203	 sharpness 25.891632080078125
==> Epoch 1070/2000
==> Test
Train Loss 1.2572911977767944	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 45.56999969482422	 gHg: 52.94043731689453	 smoothness 18.807703018188477	 sharpness 27.989574432373047
==> Epoch 1071/2000
==> Test
Train Loss 1.2655125856399536	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 45.61000061035156	 gHg: 60.07960510253906	 smoothness 19.17627716064453	 sharpness 28.62200164794922
==> Epoch 1072/2000
==> Test
Train Loss 1.264695167541504	 Train Accuracy (%): 55.279998779296875 	 Test Accuracy (%): 45.45000076293945	 gHg: 48.58464050292969	 smoothness 18.87095832824707	 sharpness 27.920358657836914
==> Epoch 1073/2000
==> Test
Train Loss 1.24895441532135	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 45.959999084472656	 gHg: 53.95488739013672	 smoothness 18.659168243408203	 sharpness 28.303611755371094
==> Epoch 1074/2000
==> Test
Train Loss 1.2508659362792969	 Train Accuracy (%): 56.599998474121094 	 Test Accuracy (%): 45.47999954223633	 gHg: 42.66087341308594	 smoothness 18.725317001342773	 sharpness 27.051671981811523
==> Epoch 1075/2000
==> Test
Train Loss 1.251926302909851	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 45.79999923706055	 gHg: 56.209014892578125	 smoothness 19.011905670166016	 sharpness 29.148683547973633
==> Epoch 1076/2000
==> Test
Train Loss 1.250130534172058	 Train Accuracy (%): 56.08000183105469 	 Test Accuracy (%): 45.20000076293945	 gHg: 41.60418701171875	 smoothness 18.725830078125	 sharpness 26.814956665039062
==> Epoch 1077/2000
==> Test
Train Loss 1.2337287664413452	 Train Accuracy (%): 55.79999923706055 	 Test Accuracy (%): 45.68000030517578	 gHg: 51.500755310058594	 smoothness 18.821537017822266	 sharpness 28.64537239074707
==> Epoch 1078/2000
==> Test
Train Loss 1.2516061067581177	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 45.11000061035156	 gHg: 43.24198532104492	 smoothness 19.08264923095703	 sharpness 28.403738021850586
==> Epoch 1079/2000
==> Test
Train Loss 1.2360531091690063	 Train Accuracy (%): 55.97999954223633 	 Test Accuracy (%): 46.33000183105469	 gHg: 53.555057525634766	 smoothness 18.980623245239258	 sharpness 28.872821807861328
==> Epoch 1080/2000
==> Test
Train Loss 1.2487353086471558	 Train Accuracy (%): 56.040000915527344 	 Test Accuracy (%): 45.16999816894531	 gHg: 47.17865753173828	 smoothness 19.169275283813477	 sharpness 29.491437911987305
==> Epoch 1081/2000
==> Test
Train Loss 1.2489210367202759	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 45.779998779296875	 gHg: 55.247169494628906	 smoothness 18.95198631286621	 sharpness 28.50605010986328
==> Epoch 1082/2000
==> Test
Train Loss 1.2551127672195435	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 45.38999938964844	 gHg: 49.04493713378906	 smoothness 19.035825729370117	 sharpness 29.317209243774414
==> Epoch 1083/2000
==> Test
Train Loss 1.246065378189087	 Train Accuracy (%): 55.7400016784668 	 Test Accuracy (%): 45.650001525878906	 gHg: 51.45618438720703	 smoothness 18.649520874023438	 sharpness 28.03799057006836
==> Epoch 1084/2000
==> Test
Train Loss 1.2585145235061646	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 45.58000183105469	 gHg: 48.098487854003906	 smoothness 18.995616912841797	 sharpness 27.465557098388672
==> Epoch 1085/2000
==> Test
Train Loss 1.24428129196167	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 45.779998779296875	 gHg: 55.312843322753906	 smoothness 19.296710968017578	 sharpness 26.1113338470459
==> Epoch 1086/2000
==> Test
Train Loss 1.2576464414596558	 Train Accuracy (%): 54.70000076293945 	 Test Accuracy (%): 45.77000045776367	 gHg: 53.831417083740234	 smoothness 18.79424476623535	 sharpness 29.338518142700195
==> Epoch 1087/2000
==> Test
Train Loss 1.2404323816299438	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 46.439998626708984	 gHg: 38.47068786621094	 smoothness 18.094242095947266	 sharpness 26.22538185119629
==> Epoch 1088/2000
==> Test
Train Loss 1.2292591333389282	 Train Accuracy (%): 56.34000015258789 	 Test Accuracy (%): 45.72999954223633	 gHg: 42.55405807495117	 smoothness 18.435596466064453	 sharpness 28.880699157714844
==> Epoch 1089/2000
==> Test
Train Loss 1.25239896774292	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 46.33000183105469	 gHg: 36.14282989501953	 smoothness 18.972244262695312	 sharpness 26.174062728881836
==> Epoch 1090/2000
==> Test
Train Loss 1.237157940864563	 Train Accuracy (%): 56.040000915527344 	 Test Accuracy (%): 45.849998474121094	 gHg: 55.68968963623047	 smoothness 19.552513122558594	 sharpness 29.837690353393555
==> Epoch 1091/2000
==> Test
Train Loss 1.2556523084640503	 Train Accuracy (%): 54.439998626708984 	 Test Accuracy (%): 45.61000061035156	 gHg: 45.11000442504883	 smoothness 19.286479949951172	 sharpness 26.397945404052734
==> Epoch 1092/2000
==> Test
Train Loss 1.2525043487548828	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 45.68000030517578	 gHg: 60.23417663574219	 smoothness 19.320024490356445	 sharpness 29.690532684326172
==> Epoch 1093/2000
==> Test
Train Loss 1.2587560415267944	 Train Accuracy (%): 54.91999816894531 	 Test Accuracy (%): 45.65999984741211	 gHg: 48.630592346191406	 smoothness 19.101850509643555	 sharpness 26.929462432861328
==> Epoch 1094/2000
==> Test
Train Loss 1.2304763793945312	 Train Accuracy (%): 56.20000076293945 	 Test Accuracy (%): 45.790000915527344	 gHg: 57.009971618652344	 smoothness 19.006696701049805	 sharpness 29.8216495513916
==> Epoch 1095/2000
==> Test
Train Loss 1.23927640914917	 Train Accuracy (%): 55.70000076293945 	 Test Accuracy (%): 45.47999954223633	 gHg: 46.72661590576172	 smoothness 18.8242244720459	 sharpness 27.021711349487305
==> Epoch 1096/2000
==> Test
Train Loss 1.2344974279403687	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 45.75	 gHg: 50.37681579589844	 smoothness 18.758508682250977	 sharpness 28.745210647583008
==> Epoch 1097/2000
==> Test
Train Loss 1.2354604005813599	 Train Accuracy (%): 55.65999984741211 	 Test Accuracy (%): 45.27000045776367	 gHg: 48.39884948730469	 smoothness 18.956071853637695	 sharpness 27.321670532226562
==> Epoch 1098/2000
==> Test
Train Loss 1.239707589149475	 Train Accuracy (%): 55.91999816894531 	 Test Accuracy (%): 45.79999923706055	 gHg: 48.31861877441406	 smoothness 18.995473861694336	 sharpness 28.19759750366211
==> Epoch 1099/2000
==> Test
Train Loss 1.238201379776001	 Train Accuracy (%): 55.439998626708984 	 Test Accuracy (%): 45.16999816894531	 gHg: 52.90514373779297	 smoothness 19.18935203552246	 sharpness 26.95191764831543
==> Epoch 1100/2000
==> Test
Train Loss 1.2513493299484253	 Train Accuracy (%): 54.7599983215332 	 Test Accuracy (%): 45.869998931884766	 gHg: 58.082584381103516	 smoothness 19.321514129638672	 sharpness 29.48456573486328
==> Epoch 1101/2000
==> Test
Train Loss 1.2422113418579102	 Train Accuracy (%): 55.0 	 Test Accuracy (%): 44.77000045776367	 gHg: 53.420692443847656	 smoothness 18.997291564941406	 sharpness 26.025075912475586
==> Epoch 1102/2000
==> Test
Train Loss 1.2492133378982544	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 46.029998779296875	 gHg: 58.16636657714844	 smoothness 19.121267318725586	 sharpness 29.058950424194336
==> Epoch 1103/2000
==> Test
Train Loss 1.2523256540298462	 Train Accuracy (%): 55.959999084472656 	 Test Accuracy (%): 44.52000045776367	 gHg: 50.94667053222656	 smoothness 19.095415115356445	 sharpness 26.05130958557129
==> Epoch 1104/2000
==> Test
Train Loss 1.2421351671218872	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 46.11000061035156	 gHg: 60.71144485473633	 smoothness 19.062076568603516	 sharpness 30.359548568725586
==> Epoch 1105/2000
==> Test
Train Loss 1.2470768690109253	 Train Accuracy (%): 55.18000030517578 	 Test Accuracy (%): 45.06999969482422	 gHg: 41.888450622558594	 smoothness 18.57034683227539	 sharpness 25.774003982543945
==> Epoch 1106/2000
==> Test
Train Loss 1.2358397245407104	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 45.790000915527344	 gHg: 50.49845886230469	 smoothness 18.777706146240234	 sharpness 28.05921173095703
==> Epoch 1107/2000
==> Test
Train Loss 1.225804090499878	 Train Accuracy (%): 56.13999938964844 	 Test Accuracy (%): 45.380001068115234	 gHg: 36.04961395263672	 smoothness 18.525484085083008	 sharpness 27.050724029541016
==> Epoch 1108/2000
==> Test
Train Loss 1.226897954940796	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 46.439998626708984	 gHg: 37.49872589111328	 smoothness 18.07674217224121	 sharpness 27.337242126464844
==> Epoch 1109/2000
==> Test
Train Loss 1.2138104438781738	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 45.540000915527344	 gHg: 30.490779876708984	 smoothness 18.526798248291016	 sharpness 27.54719352722168
==> Epoch 1110/2000
==> Test
Train Loss 1.2086514234542847	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 46.47999954223633	 gHg: 37.37522888183594	 smoothness 18.87770652770996	 sharpness 27.93187141418457
==> Epoch 1111/2000
==> Test
Train Loss 1.233039379119873	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 45.25	 gHg: 45.849456787109375	 smoothness 19.624916076660156	 sharpness 29.842687606811523
==> Epoch 1112/2000
==> Test
Train Loss 1.2310125827789307	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 46.09000015258789	 gHg: 54.94377136230469	 smoothness 19.90774154663086	 sharpness 27.815399169921875
==> Epoch 1113/2000
==> Test
Train Loss 1.2552214860916138	 Train Accuracy (%): 54.36000061035156 	 Test Accuracy (%): 44.97999954223633	 gHg: 69.52647399902344	 smoothness 19.653871536254883	 sharpness 31.833642959594727
==> Epoch 1114/2000
==> Test
Train Loss 1.2600481510162354	 Train Accuracy (%): 54.86000061035156 	 Test Accuracy (%): 45.9900016784668	 gHg: 59.25865936279297	 smoothness 19.129213333129883	 sharpness 26.833707809448242
==> Epoch 1115/2000
==> Test
Train Loss 1.2526347637176514	 Train Accuracy (%): 55.20000076293945 	 Test Accuracy (%): 45.06999969482422	 gHg: 74.76937103271484	 smoothness 19.415212631225586	 sharpness 30.900470733642578
==> Epoch 1116/2000
==> Test
Train Loss 1.261810541152954	 Train Accuracy (%): 55.439998626708984 	 Test Accuracy (%): 46.369998931884766	 gHg: 57.826011657714844	 smoothness 18.98639488220215	 sharpness 28.44145393371582
==> Epoch 1117/2000
==> Test
Train Loss 1.244370460510254	 Train Accuracy (%): 54.91999816894531 	 Test Accuracy (%): 45.52000045776367	 gHg: 63.734439849853516	 smoothness 18.7777156829834	 sharpness 29.486398696899414
==> Epoch 1118/2000
==> Test
Train Loss 1.2627155780792236	 Train Accuracy (%): 55.2599983215332 	 Test Accuracy (%): 45.939998626708984	 gHg: 57.997257232666016	 smoothness 19.155742645263672	 sharpness 28.475454330444336
==> Epoch 1119/2000
==> Test
Train Loss 1.250881552696228	 Train Accuracy (%): 55.040000915527344 	 Test Accuracy (%): 45.689998626708984	 gHg: 60.26127624511719	 smoothness 18.900821685791016	 sharpness 29.32122039794922
==> Epoch 1120/2000
==> Test
Train Loss 1.2430368661880493	 Train Accuracy (%): 55.119998931884766 	 Test Accuracy (%): 45.939998626708984	 gHg: 55.892608642578125	 smoothness 19.099346160888672	 sharpness 27.35869789123535
==> Epoch 1121/2000
==> Test
Train Loss 1.2528975009918213	 Train Accuracy (%): 55.20000076293945 	 Test Accuracy (%): 45.7400016784668	 gHg: 60.81732940673828	 smoothness 18.98659896850586	 sharpness 30.601762771606445
==> Epoch 1122/2000
==> Test
Train Loss 1.2548621892929077	 Train Accuracy (%): 54.7599983215332 	 Test Accuracy (%): 46.029998779296875	 gHg: 48.65869903564453	 smoothness 18.586448669433594	 sharpness 25.91327667236328
==> Epoch 1123/2000
==> Test
Train Loss 1.2286332845687866	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 45.880001068115234	 gHg: 44.893333435058594	 smoothness 18.244375228881836	 sharpness 28.278278350830078
==> Epoch 1124/2000
==> Test
Train Loss 1.2251304388046265	 Train Accuracy (%): 55.7400016784668 	 Test Accuracy (%): 46.27000045776367	 gHg: 34.355316162109375	 smoothness 18.190439224243164	 sharpness 25.813810348510742
==> Epoch 1125/2000
==> Test
Train Loss 1.2154370546340942	 Train Accuracy (%): 56.619998931884766 	 Test Accuracy (%): 46.290000915527344	 gHg: 37.62942886352539	 smoothness 18.403512954711914	 sharpness 28.074495315551758
==> Epoch 1126/2000
==> Test
Train Loss 1.2167350053787231	 Train Accuracy (%): 55.91999816894531 	 Test Accuracy (%): 46.150001525878906	 gHg: 36.1584358215332	 smoothness 19.072423934936523	 sharpness 26.2001895904541
==> Epoch 1127/2000
==> Test
Train Loss 1.2278825044631958	 Train Accuracy (%): 56.7400016784668 	 Test Accuracy (%): 45.849998474121094	 gHg: 57.78539276123047	 smoothness 19.964305877685547	 sharpness 30.465879440307617
==> Epoch 1128/2000
==> Test
Train Loss 1.2460273504257202	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 45.41999816894531	 gHg: 57.94640350341797	 smoothness 19.693418502807617	 sharpness 27.817537307739258
==> Epoch 1129/2000
==> Test
Train Loss 1.2440357208251953	 Train Accuracy (%): 55.34000015258789 	 Test Accuracy (%): 45.70000076293945	 gHg: 71.9222640991211	 smoothness 19.626211166381836	 sharpness 30.01039695739746
==> Epoch 1130/2000
==> Test
Train Loss 1.262036919593811	 Train Accuracy (%): 54.540000915527344 	 Test Accuracy (%): 45.130001068115234	 gHg: 76.32228088378906	 smoothness 19.522815704345703	 sharpness 30.269250869750977
==> Epoch 1131/2000
==> Test
Train Loss 1.2662110328674316	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 45.40999984741211	 gHg: 73.26610565185547	 smoothness 19.143503189086914	 sharpness 28.1292781829834
==> Epoch 1132/2000
==> Test
Train Loss 1.2643853425979614	 Train Accuracy (%): 54.08000183105469 	 Test Accuracy (%): 45.5099983215332	 gHg: 79.25468444824219	 smoothness 19.121408462524414	 sharpness 30.332258224487305
==> Epoch 1133/2000
==> Test
Train Loss 1.2603360414505005	 Train Accuracy (%): 56.08000183105469 	 Test Accuracy (%): 45.34000015258789	 gHg: 63.70154571533203	 smoothness 18.672155380249023	 sharpness 26.255950927734375
==> Epoch 1134/2000
==> Test
Train Loss 1.255031943321228	 Train Accuracy (%): 55.099998474121094 	 Test Accuracy (%): 46.06999969482422	 gHg: 55.38639831542969	 smoothness 18.341176986694336	 sharpness 28.461973190307617
==> Epoch 1135/2000
==> Test
Train Loss 1.2275115251541138	 Train Accuracy (%): 57.15999984741211 	 Test Accuracy (%): 45.7400016784668	 gHg: 46.36357498168945	 smoothness 18.434354782104492	 sharpness 25.350439071655273
==> Epoch 1136/2000
==> Test
Train Loss 1.2217726707458496	 Train Accuracy (%): 56.81999969482422 	 Test Accuracy (%): 46.380001068115234	 gHg: 54.221946716308594	 smoothness 19.0838680267334	 sharpness 27.19581413269043
==> Epoch 1137/2000
==> Test
Train Loss 1.2483969926834106	 Train Accuracy (%): 55.84000015258789 	 Test Accuracy (%): 45.59000015258789	 gHg: 51.92506408691406	 smoothness 19.15361213684082	 sharpness 26.135221481323242
==> Epoch 1138/2000
==> Test
Train Loss 1.2330148220062256	 Train Accuracy (%): 56.47999954223633 	 Test Accuracy (%): 46.02000045776367	 gHg: 54.656700134277344	 smoothness 18.95768165588379	 sharpness 26.722259521484375
==> Epoch 1139/2000
==> Test
Train Loss 1.2385855913162231	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 45.779998779296875	 gHg: 46.778663635253906	 smoothness 18.814306259155273	 sharpness 27.33912467956543
==> Epoch 1140/2000
==> Test
Train Loss 1.2266263961791992	 Train Accuracy (%): 55.540000915527344 	 Test Accuracy (%): 46.02000045776367	 gHg: 52.184486389160156	 smoothness 18.90869140625	 sharpness 27.866506576538086
==> Epoch 1141/2000
==> Test
Train Loss 1.2449699640274048	 Train Accuracy (%): 56.439998626708984 	 Test Accuracy (%): 45.95000076293945	 gHg: 41.19873046875	 smoothness 18.73395538330078	 sharpness 28.545021057128906
==> Epoch 1142/2000
==> Test
Train Loss 1.2156877517700195	 Train Accuracy (%): 56.18000030517578 	 Test Accuracy (%): 46.029998779296875	 gHg: 45.04331970214844	 smoothness 18.613096237182617	 sharpness 28.51748275756836
==> Epoch 1143/2000
==> Test
Train Loss 1.2161871194839478	 Train Accuracy (%): 56.86000061035156 	 Test Accuracy (%): 46.470001220703125	 gHg: 35.09622573852539	 smoothness 18.568519592285156	 sharpness 27.910423278808594
==> Epoch 1144/2000
==> Test
Train Loss 1.2030515670776367	 Train Accuracy (%): 56.380001068115234 	 Test Accuracy (%): 46.06999969482422	 gHg: 39.96998596191406	 smoothness 18.539405822753906	 sharpness 28.57943344116211
==> Epoch 1145/2000
==> Test
Train Loss 1.2229905128479004	 Train Accuracy (%): 56.7599983215332 	 Test Accuracy (%): 46.33000183105469	 gHg: 35.8948974609375	 smoothness 18.845325469970703	 sharpness 29.124393463134766
==> Epoch 1146/2000
==> Test
Train Loss 1.2026779651641846	 Train Accuracy (%): 56.81999969482422 	 Test Accuracy (%): 45.900001525878906	 gHg: 36.825828552246094	 smoothness 18.32768440246582	 sharpness 28.588550567626953
==> Epoch 1147/2000
==> Test
Train Loss 1.1924563646316528	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 46.11000061035156	 gHg: 37.655242919921875	 smoothness 18.70331573486328	 sharpness 28.60980224609375
==> Epoch 1148/2000
==> Test
Train Loss 1.2059648036956787	 Train Accuracy (%): 56.119998931884766 	 Test Accuracy (%): 45.540000915527344	 gHg: 35.68151092529297	 smoothness 18.806442260742188	 sharpness 27.568368911743164
==> Epoch 1149/2000
==> Test
Train Loss 1.2108736038208008	 Train Accuracy (%): 56.380001068115234 	 Test Accuracy (%): 46.2599983215332	 gHg: 55.71269989013672	 smoothness 19.766529083251953	 sharpness 29.026336669921875
==> Epoch 1150/2000
==> Test
Train Loss 1.2452806234359741	 Train Accuracy (%): 54.58000183105469 	 Test Accuracy (%): 44.900001525878906	 gHg: 61.032203674316406	 smoothness 19.790952682495117	 sharpness 31.675249099731445
==> Epoch 1151/2000
==> Test
Train Loss 1.24575936794281	 Train Accuracy (%): 55.18000030517578 	 Test Accuracy (%): 46.47999954223633	 gHg: 65.97368621826172	 smoothness 19.27863121032715	 sharpness 28.59197998046875
==> Epoch 1152/2000
==> Test
Train Loss 1.2517554759979248	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 44.58000183105469	 gHg: 60.46270751953125	 smoothness 18.83988380432129	 sharpness 30.502792358398438
==> Epoch 1153/2000
==> Test
Train Loss 1.2381173372268677	 Train Accuracy (%): 55.5 	 Test Accuracy (%): 46.599998474121094	 gHg: 55.3800048828125	 smoothness 18.678192138671875	 sharpness 27.460922241210938
==> Epoch 1154/2000
==> Test
Train Loss 1.2391841411590576	 Train Accuracy (%): 55.959999084472656 	 Test Accuracy (%): 45.20000076293945	 gHg: 55.51451873779297	 smoothness 18.683185577392578	 sharpness 30.271883010864258
==> Epoch 1155/2000
==> Test
Train Loss 1.2278605699539185	 Train Accuracy (%): 56.58000183105469 	 Test Accuracy (%): 46.560001373291016	 gHg: 47.786354064941406	 smoothness 18.72622299194336	 sharpness 25.258594512939453
==> Epoch 1156/2000
==> Test
Train Loss 1.2209028005599976	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 45.290000915527344	 gHg: 46.322879791259766	 smoothness 18.531190872192383	 sharpness 29.873559951782227
==> Epoch 1157/2000
==> Test
Train Loss 1.2125262022018433	 Train Accuracy (%): 57.119998931884766 	 Test Accuracy (%): 46.40999984741211	 gHg: 37.781429290771484	 smoothness 18.447288513183594	 sharpness 25.983346939086914
==> Epoch 1158/2000
==> Test
Train Loss 1.200880527496338	 Train Accuracy (%): 57.18000030517578 	 Test Accuracy (%): 45.619998931884766	 gHg: 39.56504821777344	 smoothness 18.37397003173828	 sharpness 28.87726593017578
==> Epoch 1159/2000
==> Test
Train Loss 1.21412992477417	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 46.31999969482422	 gHg: 31.910297393798828	 smoothness 18.545597076416016	 sharpness 25.76262664794922
==> Epoch 1160/2000
==> Test
Train Loss 1.2060855627059937	 Train Accuracy (%): 56.81999969482422 	 Test Accuracy (%): 45.66999816894531	 gHg: 43.23617172241211	 smoothness 18.811594009399414	 sharpness 28.61028480529785
==> Epoch 1161/2000
==> Test
Train Loss 1.2201679944992065	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 46.310001373291016	 gHg: 34.42776107788086	 smoothness 19.036130905151367	 sharpness 26.235937118530273
==> Epoch 1162/2000
==> Test
Train Loss 1.2104085683822632	 Train Accuracy (%): 56.81999969482422 	 Test Accuracy (%): 45.75	 gHg: 52.2407341003418	 smoothness 19.270048141479492	 sharpness 28.83788299560547
==> Epoch 1163/2000
==> Test
Train Loss 1.222006916999817	 Train Accuracy (%): 56.119998931884766 	 Test Accuracy (%): 45.77000045776367	 gHg: 44.447044372558594	 smoothness 19.351518630981445	 sharpness 27.940113067626953
==> Epoch 1164/2000
==> Test
Train Loss 1.2323626279830933	 Train Accuracy (%): 55.84000015258789 	 Test Accuracy (%): 45.54999923706055	 gHg: 57.56150817871094	 smoothness 19.175321578979492	 sharpness 28.36317253112793
==> Epoch 1165/2000
==> Test
Train Loss 1.2204625606536865	 Train Accuracy (%): 56.7599983215332 	 Test Accuracy (%): 45.7599983215332	 gHg: 47.280067443847656	 smoothness 19.045751571655273	 sharpness 27.573694229125977
==> Epoch 1166/2000
==> Test
Train Loss 1.2221802473068237	 Train Accuracy (%): 55.2599983215332 	 Test Accuracy (%): 45.5	 gHg: 54.377777099609375	 smoothness 18.93951988220215	 sharpness 27.420394897460938
==> Epoch 1167/2000
==> Test
Train Loss 1.2356736660003662	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 45.369998931884766	 gHg: 54.602317810058594	 smoothness 19.42833709716797	 sharpness 28.605121612548828
==> Epoch 1168/2000
==> Test
Train Loss 1.2293994426727295	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 45.40999984741211	 gHg: 62.412532806396484	 smoothness 19.22922134399414	 sharpness 28.393657684326172
==> Epoch 1169/2000
==> Test
Train Loss 1.2271409034729004	 Train Accuracy (%): 55.2400016784668 	 Test Accuracy (%): 45.439998626708984	 gHg: 59.10735321044922	 smoothness 19.149621963500977	 sharpness 29.11935043334961
==> Epoch 1170/2000
==> Test
Train Loss 1.237656831741333	 Train Accuracy (%): 55.560001373291016 	 Test Accuracy (%): 46.08000183105469	 gHg: 51.59740447998047	 smoothness 18.58547019958496	 sharpness 26.63995361328125
==> Epoch 1171/2000
==> Test
Train Loss 1.2137864828109741	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 45.63999938964844	 gHg: 55.988887786865234	 smoothness 18.85553550720215	 sharpness 30.161338806152344
==> Epoch 1172/2000
==> Test
Train Loss 1.208300232887268	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 45.97999954223633	 gHg: 42.787532806396484	 smoothness 18.559814453125	 sharpness 26.035188674926758
==> Epoch 1173/2000
==> Test
Train Loss 1.2030073404312134	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 45.70000076293945	 gHg: 46.836421966552734	 smoothness 18.471609115600586	 sharpness 28.3565673828125
==> Epoch 1174/2000
==> Test
Train Loss 1.206621766090393	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 46.16999816894531	 gHg: 38.485496520996094	 smoothness 18.65256118774414	 sharpness 24.14866065979004
==> Epoch 1175/2000
==> Test
Train Loss 1.2171480655670166	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 45.380001068115234	 gHg: 50.2696533203125	 smoothness 19.199954986572266	 sharpness 28.900842666625977
==> Epoch 1176/2000
==> Test
Train Loss 1.221560001373291	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 46.209999084472656	 gHg: 58.05143737792969	 smoothness 19.817750930786133	 sharpness 27.322650909423828
==> Epoch 1177/2000
==> Test
Train Loss 1.2315152883529663	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 45.209999084472656	 gHg: 69.77798461914062	 smoothness 19.846534729003906	 sharpness 30.30727195739746
==> Epoch 1178/2000
==> Test
Train Loss 1.2624197006225586	 Train Accuracy (%): 55.15999984741211 	 Test Accuracy (%): 45.400001525878906	 gHg: 87.77857971191406	 smoothness 19.723739624023438	 sharpness 31.11163902282715
==> Epoch 1179/2000
==> Test
Train Loss 1.2637686729431152	 Train Accuracy (%): 55.58000183105469 	 Test Accuracy (%): 44.95000076293945	 gHg: 70.85368347167969	 smoothness 19.15142822265625	 sharpness 29.504384994506836
==> Epoch 1180/2000
==> Test
Train Loss 1.2441961765289307	 Train Accuracy (%): 55.2599983215332 	 Test Accuracy (%): 46.099998474121094	 gHg: 86.38191986083984	 smoothness 18.924379348754883	 sharpness 30.952783584594727
==> Epoch 1181/2000
==> Test
Train Loss 1.2575011253356934	 Train Accuracy (%): 56.060001373291016 	 Test Accuracy (%): 45.470001220703125	 gHg: 47.232566833496094	 smoothness 18.274213790893555	 sharpness 26.404848098754883
==> Epoch 1182/2000
==> Test
Train Loss 1.2170580625534058	 Train Accuracy (%): 57.2599983215332 	 Test Accuracy (%): 46.70000076293945	 gHg: 56.670467376708984	 smoothness 18.175151824951172	 sharpness 28.75162696838379
==> Epoch 1183/2000
==> Test
Train Loss 1.2178568840026855	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 45.66999816894531	 gHg: 33.97377014160156	 smoothness 18.401426315307617	 sharpness 26.182641983032227
==> Epoch 1184/2000
==> Test
Train Loss 1.1889991760253906	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 46.86000061035156	 gHg: 36.613319396972656	 smoothness 17.769121170043945	 sharpness 26.85431480407715
==> Epoch 1185/2000
==> Test
Train Loss 1.1941218376159668	 Train Accuracy (%): 57.86000061035156 	 Test Accuracy (%): 45.779998779296875	 gHg: 29.408761978149414	 smoothness 18.3796443939209	 sharpness 27.016773223876953
==> Epoch 1186/2000
==> Test
Train Loss 1.1931867599487305	 Train Accuracy (%): 58.20000076293945 	 Test Accuracy (%): 47.11000061035156	 gHg: 33.39606857299805	 smoothness 18.3703670501709	 sharpness 26.397235870361328
==> Epoch 1187/2000
==> Test
Train Loss 1.1972978115081787	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 45.439998626708984	 gHg: 34.79936599731445	 smoothness 18.777606964111328	 sharpness 28.55462074279785
==> Epoch 1188/2000
==> Test
Train Loss 1.2063422203063965	 Train Accuracy (%): 57.13999938964844 	 Test Accuracy (%): 46.68000030517578	 gHg: 45.990516662597656	 smoothness 19.430356979370117	 sharpness 27.15782356262207
==> Epoch 1189/2000
==> Test
Train Loss 1.2168718576431274	 Train Accuracy (%): 56.34000015258789 	 Test Accuracy (%): 44.959999084472656	 gHg: 55.238739013671875	 smoothness 19.816022872924805	 sharpness 30.370508193969727
==> Epoch 1190/2000
==> Test
Train Loss 1.220640778541565	 Train Accuracy (%): 56.779998779296875 	 Test Accuracy (%): 46.540000915527344	 gHg: 70.28717041015625	 smoothness 19.848430633544922	 sharpness 30.763296127319336
==> Epoch 1191/2000
==> Test
Train Loss 1.2275015115737915	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 45.06999969482422	 gHg: 62.80104064941406	 smoothness 19.319028854370117	 sharpness 30.96881103515625
==> Epoch 1192/2000
==> Test
Train Loss 1.2377088069915771	 Train Accuracy (%): 54.880001068115234 	 Test Accuracy (%): 46.709999084472656	 gHg: 70.03084564208984	 smoothness 19.0975341796875	 sharpness 31.414997100830078
==> Epoch 1193/2000
==> Test
Train Loss 1.2353674173355103	 Train Accuracy (%): 55.70000076293945 	 Test Accuracy (%): 45.04999923706055	 gHg: 60.20452880859375	 smoothness 18.94292449951172	 sharpness 29.86085319519043
==> Epoch 1194/2000
==> Test
Train Loss 1.229947805404663	 Train Accuracy (%): 55.36000061035156 	 Test Accuracy (%): 46.779998779296875	 gHg: 53.47010040283203	 smoothness 18.53866958618164	 sharpness 29.351837158203125
==> Epoch 1195/2000
==> Test
Train Loss 1.2117716073989868	 Train Accuracy (%): 57.459999084472656 	 Test Accuracy (%): 45.20000076293945	 gHg: 45.93186950683594	 smoothness 18.463138580322266	 sharpness 28.046730041503906
==> Epoch 1196/2000
==> Test
Train Loss 1.2102848291397095	 Train Accuracy (%): 56.060001373291016 	 Test Accuracy (%): 46.869998931884766	 gHg: 48.41911315917969	 smoothness 18.5157413482666	 sharpness 28.485441207885742
==> Epoch 1197/2000
==> Test
Train Loss 1.2053169012069702	 Train Accuracy (%): 56.459999084472656 	 Test Accuracy (%): 45.349998474121094	 gHg: 43.0721549987793	 smoothness 18.92210578918457	 sharpness 26.49114227294922
==> Epoch 1198/2000
==> Test
Train Loss 1.203264594078064	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 46.68000030517578	 gHg: 57.46427917480469	 smoothness 19.389490127563477	 sharpness 29.408733367919922
==> Epoch 1199/2000
==> Test
Train Loss 1.2234179973602295	 Train Accuracy (%): 55.720001220703125 	 Test Accuracy (%): 45.290000915527344	 gHg: 53.95005416870117	 smoothness 19.426801681518555	 sharpness 28.794322967529297
==> Epoch 1200/2000
==> Test
Train Loss 1.2255635261535645	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 46.52000045776367	 gHg: 62.195518493652344	 smoothness 19.272855758666992	 sharpness 28.896146774291992
==> Epoch 1201/2000
==> Test
Train Loss 1.2255569696426392	 Train Accuracy (%): 56.34000015258789 	 Test Accuracy (%): 45.61000061035156	 gHg: 55.582210540771484	 smoothness 18.86720848083496	 sharpness 28.254127502441406
==> Epoch 1202/2000
==> Test
Train Loss 1.2106218338012695	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 46.709999084472656	 gHg: 43.979854583740234	 smoothness 18.14957618713379	 sharpness 26.365774154663086
==> Epoch 1203/2000
==> Test
Train Loss 1.1971896886825562	 Train Accuracy (%): 56.959999084472656 	 Test Accuracy (%): 46.09000015258789	 gHg: 36.57627868652344	 smoothness 18.007230758666992	 sharpness 27.79932403564453
==> Epoch 1204/2000
==> Test
Train Loss 1.1881390810012817	 Train Accuracy (%): 57.58000183105469 	 Test Accuracy (%): 46.72999954223633	 gHg: 31.473369598388672	 smoothness 18.25637435913086	 sharpness 26.57149887084961
==> Epoch 1205/2000
==> Test
Train Loss 1.1936038732528687	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 46.459999084472656	 gHg: 29.42279815673828	 smoothness 18.17923355102539	 sharpness 27.55204963684082
==> Epoch 1206/2000
==> Test
Train Loss 1.1808011531829834	 Train Accuracy (%): 58.599998474121094 	 Test Accuracy (%): 46.83000183105469	 gHg: 25.477048873901367	 smoothness 17.98455810546875	 sharpness 27.416852951049805
==> Epoch 1207/2000
==> Test
Train Loss 1.1718775033950806	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 46.4900016784668	 gHg: 28.183574676513672	 smoothness 18.15009307861328	 sharpness 26.96437644958496
==> Epoch 1208/2000
==> Test
Train Loss 1.192946434020996	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 46.380001068115234	 gHg: 37.27839660644531	 smoothness 19.387908935546875	 sharpness 30.598848342895508
==> Epoch 1209/2000
==> Test
Train Loss 1.1879161596298218	 Train Accuracy (%): 57.720001220703125 	 Test Accuracy (%): 45.83000183105469	 gHg: 45.13481140136719	 smoothness 19.65526008605957	 sharpness 27.01026153564453
==> Epoch 1210/2000
==> Test
Train Loss 1.2099601030349731	 Train Accuracy (%): 56.41999816894531 	 Test Accuracy (%): 46.02000045776367	 gHg: 64.34309387207031	 smoothness 19.983028411865234	 sharpness 32.453983306884766
==> Epoch 1211/2000
==> Test
Train Loss 1.2230241298675537	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 45.9900016784668	 gHg: 64.74070739746094	 smoothness 19.566328048706055	 sharpness 28.886354446411133
==> Epoch 1212/2000
==> Test
Train Loss 1.2268097400665283	 Train Accuracy (%): 55.52000045776367 	 Test Accuracy (%): 45.47999954223633	 gHg: 83.35440063476562	 smoothness 19.677518844604492	 sharpness 31.927305221557617
==> Epoch 1213/2000
==> Test
Train Loss 1.2482653856277466	 Train Accuracy (%): 54.5 	 Test Accuracy (%): 45.41999816894531	 gHg: 79.44775390625	 smoothness 19.7187442779541	 sharpness 28.416202545166016
==> Epoch 1214/2000
==> Test
Train Loss 1.2515671253204346	 Train Accuracy (%): 54.65999984741211 	 Test Accuracy (%): 44.88999938964844	 gHg: 99.91056823730469	 smoothness 19.528968811035156	 sharpness 31.92817497253418
==> Epoch 1215/2000
==> Test
Train Loss 1.2571133375167847	 Train Accuracy (%): 54.599998474121094 	 Test Accuracy (%): 46.09000015258789	 gHg: 80.08496856689453	 smoothness 18.959285736083984	 sharpness 29.32723617553711
==> Epoch 1216/2000
==> Test
Train Loss 1.2485361099243164	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 45.45000076293945	 gHg: 77.15531158447266	 smoothness 18.5771541595459	 sharpness 29.958965301513672
==> Epoch 1217/2000
==> Test
Train Loss 1.2496050596237183	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 46.93000030517578	 gHg: 63.04744338989258	 smoothness 18.738922119140625	 sharpness 27.584609985351562
==> Epoch 1218/2000
==> Test
Train Loss 1.221957802772522	 Train Accuracy (%): 55.63999938964844 	 Test Accuracy (%): 45.599998474121094	 gHg: 57.861228942871094	 smoothness 18.45916748046875	 sharpness 27.875484466552734
==> Epoch 1219/2000
==> Test
Train Loss 1.2099368572235107	 Train Accuracy (%): 57.52000045776367 	 Test Accuracy (%): 46.849998474121094	 gHg: 51.11841583251953	 smoothness 18.354881286621094	 sharpness 26.656789779663086
==> Epoch 1220/2000
==> Test
Train Loss 1.2039400339126587	 Train Accuracy (%): 56.959999084472656 	 Test Accuracy (%): 46.02000045776367	 gHg: 36.132713317871094	 smoothness 18.08563232421875	 sharpness 26.623117446899414
==> Epoch 1221/2000
==> Test
Train Loss 1.1918284893035889	 Train Accuracy (%): 57.959999084472656 	 Test Accuracy (%): 46.65999984741211	 gHg: 38.77073669433594	 smoothness 18.270410537719727	 sharpness 25.62943458557129
==> Epoch 1222/2000
==> Test
Train Loss 1.1821470260620117	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 46.04999923706055	 gHg: 29.253589630126953	 smoothness 18.27573013305664	 sharpness 25.842411041259766
==> Epoch 1223/2000
==> Test
Train Loss 1.1800469160079956	 Train Accuracy (%): 58.060001373291016 	 Test Accuracy (%): 47.04999923706055	 gHg: 35.74691390991211	 smoothness 18.46964454650879	 sharpness 26.173076629638672
==> Epoch 1224/2000
==> Test
Train Loss 1.1762598752975464	 Train Accuracy (%): 57.959999084472656 	 Test Accuracy (%): 45.65999984741211	 gHg: 33.43025207519531	 smoothness 18.85469627380371	 sharpness 27.231250762939453
==> Epoch 1225/2000
==> Test
Train Loss 1.199527382850647	 Train Accuracy (%): 57.65999984741211 	 Test Accuracy (%): 46.400001525878906	 gHg: 43.98967742919922	 smoothness 19.275028228759766	 sharpness 27.599037170410156
==> Epoch 1226/2000
==> Test
Train Loss 1.192012071609497	 Train Accuracy (%): 56.7400016784668 	 Test Accuracy (%): 45.77000045776367	 gHg: 45.27185821533203	 smoothness 19.23912239074707	 sharpness 28.257434844970703
==> Epoch 1227/2000
==> Test
Train Loss 1.2052247524261475	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 45.959999084472656	 gHg: 62.071659088134766	 smoothness 19.87208366394043	 sharpness 27.82590675354004
==> Epoch 1228/2000
==> Test
Train Loss 1.2284775972366333	 Train Accuracy (%): 55.65999984741211 	 Test Accuracy (%): 45.52000045776367	 gHg: 60.380821228027344	 smoothness 19.636157989501953	 sharpness 29.179033279418945
==> Epoch 1229/2000
==> Test
Train Loss 1.2236807346343994	 Train Accuracy (%): 55.400001525878906 	 Test Accuracy (%): 46.119998931884766	 gHg: 79.00851440429688	 smoothness 19.585777282714844	 sharpness 30.89409065246582
==> Epoch 1230/2000
==> Test
Train Loss 1.234344720840454	 Train Accuracy (%): 55.779998779296875 	 Test Accuracy (%): 45.849998474121094	 gHg: 51.145477294921875	 smoothness 18.620609283447266	 sharpness 27.826438903808594
==> Epoch 1231/2000
==> Test
Train Loss 1.195129632949829	 Train Accuracy (%): 56.52000045776367 	 Test Accuracy (%): 46.54999923706055	 gHg: 50.14242935180664	 smoothness 17.99606704711914	 sharpness 28.52484703063965
==> Epoch 1232/2000
==> Test
Train Loss 1.2039012908935547	 Train Accuracy (%): 56.68000030517578 	 Test Accuracy (%): 46.630001068115234	 gHg: 33.59469985961914	 smoothness 18.110641479492188	 sharpness 26.12508773803711
==> Epoch 1233/2000
==> Test
Train Loss 1.1675328016281128	 Train Accuracy (%): 59.0 	 Test Accuracy (%): 46.90999984741211	 gHg: 29.401599884033203	 smoothness 17.55648422241211	 sharpness 27.052467346191406
==> Epoch 1234/2000
==> Test
Train Loss 1.1772466897964478	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 47.119998931884766	 gHg: 23.049436569213867	 smoothness 17.915861129760742	 sharpness 25.834138870239258
==> Epoch 1235/2000
==> Test
Train Loss 1.1709372997283936	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 46.95000076293945	 gHg: 29.045486450195312	 smoothness 18.33843994140625	 sharpness 28.017295837402344
==> Epoch 1236/2000
==> Test
Train Loss 1.17747163772583	 Train Accuracy (%): 58.0 	 Test Accuracy (%): 46.880001068115234	 gHg: 25.604705810546875	 smoothness 18.5101318359375	 sharpness 27.348373413085938
==> Epoch 1237/2000
==> Test
Train Loss 1.1622129678726196	 Train Accuracy (%): 57.880001068115234 	 Test Accuracy (%): 46.849998474121094	 gHg: 36.42828369140625	 smoothness 18.98952865600586	 sharpness 29.37346649169922
==> Epoch 1238/2000
==> Test
Train Loss 1.1834162473678589	 Train Accuracy (%): 57.97999954223633 	 Test Accuracy (%): 46.18000030517578	 gHg: 34.13348388671875	 smoothness 19.008928298950195	 sharpness 28.3836669921875
==> Epoch 1239/2000
==> Test
Train Loss 1.1902012825012207	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 46.470001220703125	 gHg: 49.041053771972656	 smoothness 19.439496994018555	 sharpness 29.966947555541992
==> Epoch 1240/2000
==> Test
Train Loss 1.2005877494812012	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 45.790000915527344	 gHg: 48.88721466064453	 smoothness 19.522024154663086	 sharpness 29.195415496826172
==> Epoch 1241/2000
==> Test
Train Loss 1.2059372663497925	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 46.18000030517578	 gHg: 68.2948226928711	 smoothness 19.6503963470459	 sharpness 30.12151527404785
==> Epoch 1242/2000
==> Test
Train Loss 1.2130076885223389	 Train Accuracy (%): 56.52000045776367 	 Test Accuracy (%): 44.43000030517578	 gHg: 67.44206237792969	 smoothness 19.701231002807617	 sharpness 30.12334632873535
==> Epoch 1243/2000
==> Test
Train Loss 1.2303088903427124	 Train Accuracy (%): 55.52000045776367 	 Test Accuracy (%): 45.439998626708984	 gHg: 112.42904663085938	 smoothness 20.0352783203125	 sharpness 34.08119583129883
==> Epoch 1244/2000
==> Test
Train Loss 1.2648755311965942	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 44.43000030517578	 gHg: 74.00592041015625	 smoothness 19.28395652770996	 sharpness 28.305530548095703
==> Epoch 1245/2000
==> Test
Train Loss 1.2491244077682495	 Train Accuracy (%): 55.97999954223633 	 Test Accuracy (%): 45.43000030517578	 gHg: 116.74136352539062	 smoothness 19.28567886352539	 sharpness 31.44179344177246
==> Epoch 1246/2000
==> Test
Train Loss 1.2744038105010986	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 44.599998474121094	 gHg: 69.63993835449219	 smoothness 19.03350257873535	 sharpness 27.521081924438477
==> Epoch 1247/2000
==> Test
Train Loss 1.2177133560180664	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 46.29999923706055	 gHg: 94.40568542480469	 smoothness 18.643178939819336	 sharpness 27.412954330444336
==> Epoch 1248/2000
==> Test
Train Loss 1.2447975873947144	 Train Accuracy (%): 56.060001373291016 	 Test Accuracy (%): 45.02000045776367	 gHg: 58.28514099121094	 smoothness 18.833776473999023	 sharpness 28.0433349609375
==> Epoch 1249/2000
==> Test
Train Loss 1.2129631042480469	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 46.81999969482422	 gHg: 69.17031860351562	 smoothness 18.397998809814453	 sharpness 27.798776626586914
==> Epoch 1250/2000
==> Test
Train Loss 1.2063740491867065	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 45.45000076293945	 gHg: 44.149559020996094	 smoothness 18.396135330200195	 sharpness 28.40615463256836
==> Epoch 1251/2000
==> Test
Train Loss 1.1858257055282593	 Train Accuracy (%): 57.779998779296875 	 Test Accuracy (%): 47.02000045776367	 gHg: 44.654815673828125	 smoothness 18.173845291137695	 sharpness 25.647048950195312
==> Epoch 1252/2000
==> Test
Train Loss 1.1815749406814575	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 45.720001220703125	 gHg: 40.716060638427734	 smoothness 18.783428192138672	 sharpness 26.199243545532227
==> Epoch 1253/2000
==> Test
Train Loss 1.1837013959884644	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.84000015258789	 gHg: 46.4058723449707	 smoothness 19.173513412475586	 sharpness 25.559528350830078
==> Epoch 1254/2000
==> Test
Train Loss 1.2000616788864136	 Train Accuracy (%): 57.0 	 Test Accuracy (%): 45.56999969482422	 gHg: 51.983402252197266	 smoothness 19.257102966308594	 sharpness 30.16675567626953
==> Epoch 1255/2000
==> Test
Train Loss 1.1896846294403076	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 47.04999923706055	 gHg: 45.83559036254883	 smoothness 18.88772201538086	 sharpness 24.641830444335938
==> Epoch 1256/2000
==> Test
Train Loss 1.1908012628555298	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 45.83000183105469	 gHg: 54.77153015136719	 smoothness 19.00157356262207	 sharpness 30.548158645629883
==> Epoch 1257/2000
==> Test
Train Loss 1.2061889171600342	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 46.2400016784668	 gHg: 50.49278259277344	 smoothness 19.330245971679688	 sharpness 26.614591598510742
==> Epoch 1258/2000
==> Test
Train Loss 1.2083518505096436	 Train Accuracy (%): 57.2599983215332 	 Test Accuracy (%): 45.5	 gHg: 78.52580261230469	 smoothness 19.903215408325195	 sharpness 32.76316452026367
==> Epoch 1259/2000
==> Test
Train Loss 1.21652090549469	 Train Accuracy (%): 56.5 	 Test Accuracy (%): 46.18000030517578	 gHg: 63.09315490722656	 smoothness 19.243206024169922	 sharpness 29.187551498413086
==> Epoch 1260/2000
==> Test
Train Loss 1.2130658626556396	 Train Accuracy (%): 56.599998474121094 	 Test Accuracy (%): 45.689998626708984	 gHg: 63.9422607421875	 smoothness 18.78029441833496	 sharpness 31.228256225585938
==> Epoch 1261/2000
==> Test
Train Loss 1.2207635641098022	 Train Accuracy (%): 56.220001220703125 	 Test Accuracy (%): 45.5099983215332	 gHg: 68.54324340820312	 smoothness 19.351171493530273	 sharpness 29.53139305114746
==> Epoch 1262/2000
==> Test
Train Loss 1.2192046642303467	 Train Accuracy (%): 56.540000915527344 	 Test Accuracy (%): 46.349998474121094	 gHg: 52.17608642578125	 smoothness 18.685213088989258	 sharpness 29.594043731689453
==> Epoch 1263/2000
==> Test
Train Loss 1.197172999382019	 Train Accuracy (%): 57.31999969482422 	 Test Accuracy (%): 45.459999084472656	 gHg: 58.286476135253906	 smoothness 18.49508285522461	 sharpness 28.66056251525879
==> Epoch 1264/2000
==> Test
Train Loss 1.1972620487213135	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 46.20000076293945	 gHg: 37.997371673583984	 smoothness 18.4101505279541	 sharpness 26.001375198364258
==> Epoch 1265/2000
==> Test
Train Loss 1.1882164478302002	 Train Accuracy (%): 57.599998474121094 	 Test Accuracy (%): 45.56999969482422	 gHg: 52.2083625793457	 smoothness 18.738201141357422	 sharpness 28.639034271240234
==> Epoch 1266/2000
==> Test
Train Loss 1.1947660446166992	 Train Accuracy (%): 57.060001373291016 	 Test Accuracy (%): 45.790000915527344	 gHg: 47.682586669921875	 smoothness 19.16615104675293	 sharpness 29.920045852661133
==> Epoch 1267/2000
==> Test
Train Loss 1.2018502950668335	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 45.279998779296875	 gHg: 59.26625061035156	 smoothness 19.262720108032227	 sharpness 28.664709091186523
==> Epoch 1268/2000
==> Test
Train Loss 1.2104028463363647	 Train Accuracy (%): 56.7599983215332 	 Test Accuracy (%): 45.650001525878906	 gHg: 70.26588439941406	 smoothness 19.714900970458984	 sharpness 30.981182098388672
==> Epoch 1269/2000
==> Test
Train Loss 1.2147780656814575	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 44.880001068115234	 gHg: 68.02084350585938	 smoothness 19.40401268005371	 sharpness 28.47694969177246
==> Epoch 1270/2000
==> Test
Train Loss 1.2239593267440796	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 45.95000076293945	 gHg: 69.51124572753906	 smoothness 18.905006408691406	 sharpness 30.320842742919922
==> Epoch 1271/2000
==> Test
Train Loss 1.213505506515503	 Train Accuracy (%): 56.63999938964844 	 Test Accuracy (%): 45.66999816894531	 gHg: 55.860801696777344	 smoothness 18.533573150634766	 sharpness 28.892499923706055
==> Epoch 1272/2000
==> Test
Train Loss 1.2025697231292725	 Train Accuracy (%): 56.439998626708984 	 Test Accuracy (%): 46.459999084472656	 gHg: 47.681419372558594	 smoothness 18.252304077148438	 sharpness 27.80051040649414
==> Epoch 1273/2000
==> Test
Train Loss 1.1802068948745728	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 46.060001373291016	 gHg: 41.29389953613281	 smoothness 18.236631393432617	 sharpness 28.077573776245117
==> Epoch 1274/2000
==> Test
Train Loss 1.164283275604248	 Train Accuracy (%): 58.439998626708984 	 Test Accuracy (%): 46.66999816894531	 gHg: 40.30794143676758	 smoothness 18.64459800720215	 sharpness 27.648784637451172
==> Epoch 1275/2000
==> Test
Train Loss 1.1838550567626953	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 45.66999816894531	 gHg: 48.06803512573242	 smoothness 19.253477096557617	 sharpness 29.318490982055664
==> Epoch 1276/2000
==> Test
Train Loss 1.1839643716812134	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 46.45000076293945	 gHg: 46.461185455322266	 smoothness 19.142337799072266	 sharpness 28.256088256835938
==> Epoch 1277/2000
==> Test
Train Loss 1.197893500328064	 Train Accuracy (%): 57.58000183105469 	 Test Accuracy (%): 45.58000183105469	 gHg: 66.63426971435547	 smoothness 19.531742095947266	 sharpness 31.53952407836914
==> Epoch 1278/2000
==> Test
Train Loss 1.2087457180023193	 Train Accuracy (%): 56.599998474121094 	 Test Accuracy (%): 46.619998931884766	 gHg: 45.71385955810547	 smoothness 18.893108367919922	 sharpness 28.00536346435547
==> Epoch 1279/2000
==> Test
Train Loss 1.1950312852859497	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 45.599998474121094	 gHg: 72.05571746826172	 smoothness 19.119020462036133	 sharpness 29.77915382385254
==> Epoch 1280/2000
==> Test
Train Loss 1.2144660949707031	 Train Accuracy (%): 57.2599983215332 	 Test Accuracy (%): 46.79999923706055	 gHg: 53.05015182495117	 smoothness 19.24724769592285	 sharpness 28.988767623901367
==> Epoch 1281/2000
==> Test
Train Loss 1.1974724531173706	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 45.88999938964844	 gHg: 74.755126953125	 smoothness 19.157079696655273	 sharpness 28.9515380859375
==> Epoch 1282/2000
==> Test
Train Loss 1.2167788743972778	 Train Accuracy (%): 56.41999816894531 	 Test Accuracy (%): 46.58000183105469	 gHg: 72.1832275390625	 smoothness 19.593276977539062	 sharpness 29.535221099853516
==> Epoch 1283/2000
==> Test
Train Loss 1.2194963693618774	 Train Accuracy (%): 56.97999954223633 	 Test Accuracy (%): 45.7599983215332	 gHg: 78.74937438964844	 smoothness 19.051305770874023	 sharpness 28.995168685913086
==> Epoch 1284/2000
==> Test
Train Loss 1.2213515043258667	 Train Accuracy (%): 55.779998779296875 	 Test Accuracy (%): 46.189998626708984	 gHg: 72.69485473632812	 smoothness 19.1272029876709	 sharpness 26.232393264770508
==> Epoch 1285/2000
==> Test
Train Loss 1.2149906158447266	 Train Accuracy (%): 57.63999938964844 	 Test Accuracy (%): 46.09000015258789	 gHg: 73.04754638671875	 smoothness 19.125608444213867	 sharpness 27.339780807495117
==> Epoch 1286/2000
==> Test
Train Loss 1.2087072134017944	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 46.47999954223633	 gHg: 62.36924743652344	 smoothness 18.762617111206055	 sharpness 26.13530921936035
==> Epoch 1287/2000
==> Test
Train Loss 1.199029803276062	 Train Accuracy (%): 56.619998931884766 	 Test Accuracy (%): 46.380001068115234	 gHg: 57.397369384765625	 smoothness 18.58847999572754	 sharpness 27.208356857299805
==> Epoch 1288/2000
==> Test
Train Loss 1.2081537246704102	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 46.650001525878906	 gHg: 46.66228485107422	 smoothness 18.409343719482422	 sharpness 26.52162742614746
==> Epoch 1289/2000
==> Test
Train Loss 1.169939637184143	 Train Accuracy (%): 58.29999923706055 	 Test Accuracy (%): 46.290000915527344	 gHg: 42.08142852783203	 smoothness 18.404640197753906	 sharpness 26.456851959228516
==> Epoch 1290/2000
==> Test
Train Loss 1.1824411153793335	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 46.470001220703125	 gHg: 40.56371307373047	 smoothness 18.45400619506836	 sharpness 26.895166397094727
==> Epoch 1291/2000
==> Test
Train Loss 1.1695456504821777	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 46.290000915527344	 gHg: 34.1015625	 smoothness 18.35146713256836	 sharpness 26.54953956604004
==> Epoch 1292/2000
==> Test
Train Loss 1.1667858362197876	 Train Accuracy (%): 59.099998474121094 	 Test Accuracy (%): 46.369998931884766	 gHg: 40.39667510986328	 smoothness 18.743816375732422	 sharpness 27.406070709228516
==> Epoch 1293/2000
==> Test
Train Loss 1.1811972856521606	 Train Accuracy (%): 57.68000030517578 	 Test Accuracy (%): 46.040000915527344	 gHg: 40.67158889770508	 smoothness 19.199195861816406	 sharpness 27.868165969848633
==> Epoch 1294/2000
==> Test
Train Loss 1.17951238155365	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 46.529998779296875	 gHg: 49.13240051269531	 smoothness 19.254440307617188	 sharpness 27.220226287841797
==> Epoch 1295/2000
==> Test
Train Loss 1.1813263893127441	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 45.720001220703125	 gHg: 57.28752899169922	 smoothness 19.585010528564453	 sharpness 30.543542861938477
==> Epoch 1296/2000
==> Test
Train Loss 1.1906546354293823	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 46.619998931884766	 gHg: 51.179412841796875	 smoothness 19.038286209106445	 sharpness 26.434255599975586
==> Epoch 1297/2000
==> Test
Train Loss 1.1902261972427368	 Train Accuracy (%): 57.2599983215332 	 Test Accuracy (%): 45.95000076293945	 gHg: 62.60210418701172	 smoothness 19.138256072998047	 sharpness 31.073522567749023
==> Epoch 1298/2000
==> Test
Train Loss 1.1980576515197754	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 46.619998931884766	 gHg: 43.420066833496094	 smoothness 18.633085250854492	 sharpness 26.866472244262695
==> Epoch 1299/2000
==> Test
Train Loss 1.1603018045425415	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 46.4900016784668	 gHg: 46.17158508300781	 smoothness 18.107559204101562	 sharpness 29.70231819152832
==> Epoch 1300/2000
==> Test
Train Loss 1.1844455003738403	 Train Accuracy (%): 57.7400016784668 	 Test Accuracy (%): 46.72999954223633	 gHg: 39.27147674560547	 smoothness 18.603702545166016	 sharpness 26.637685775756836
==> Epoch 1301/2000
==> Test
Train Loss 1.1636812686920166	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.38999938964844	 gHg: 46.86683654785156	 smoothness 18.982192993164062	 sharpness 29.404624938964844
==> Epoch 1302/2000
==> Test
Train Loss 1.169942855834961	 Train Accuracy (%): 57.86000061035156 	 Test Accuracy (%): 45.93000030517578	 gHg: 42.96338653564453	 smoothness 18.834794998168945	 sharpness 26.591705322265625
==> Epoch 1303/2000
==> Test
Train Loss 1.1822670698165894	 Train Accuracy (%): 57.880001068115234 	 Test Accuracy (%): 46.04999923706055	 gHg: 59.37937927246094	 smoothness 19.59712028503418	 sharpness 30.187124252319336
==> Epoch 1304/2000
==> Test
Train Loss 1.1870605945587158	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 45.43000030517578	 gHg: 61.994285583496094	 smoothness 19.29755401611328	 sharpness 27.53333854675293
==> Epoch 1305/2000
==> Test
Train Loss 1.2105480432510376	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 46.16999816894531	 gHg: 61.56212615966797	 smoothness 19.200857162475586	 sharpness 30.25827407836914
==> Epoch 1306/2000
==> Test
Train Loss 1.1963891983032227	 Train Accuracy (%): 55.79999923706055 	 Test Accuracy (%): 45.349998474121094	 gHg: 62.384918212890625	 smoothness 18.980276107788086	 sharpness 27.525056838989258
==> Epoch 1307/2000
==> Test
Train Loss 1.18315851688385	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 46.43000030517578	 gHg: 48.29802322387695	 smoothness 18.467727661132812	 sharpness 28.455039978027344
==> Epoch 1308/2000
==> Test
Train Loss 1.1834518909454346	 Train Accuracy (%): 57.060001373291016 	 Test Accuracy (%): 45.7400016784668	 gHg: 44.56346130371094	 smoothness 18.374502182006836	 sharpness 26.41160774230957
==> Epoch 1309/2000
==> Test
Train Loss 1.1722192764282227	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 46.849998474121094	 gHg: 37.372161865234375	 smoothness 18.344587326049805	 sharpness 27.405616760253906
==> Epoch 1310/2000
==> Test
Train Loss 1.1539251804351807	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 46.189998626708984	 gHg: 34.96864700317383	 smoothness 18.21023178100586	 sharpness 27.460941314697266
==> Epoch 1311/2000
==> Test
Train Loss 1.1627873182296753	 Train Accuracy (%): 59.099998474121094 	 Test Accuracy (%): 47.029998779296875	 gHg: 32.096580505371094	 smoothness 18.364627838134766	 sharpness 28.063358306884766
==> Epoch 1312/2000
==> Test
Train Loss 1.1575448513031006	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 46.56999969482422	 gHg: 32.13465881347656	 smoothness 18.59175682067871	 sharpness 26.894439697265625
==> Epoch 1313/2000
==> Test
Train Loss 1.165470838546753	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 46.880001068115234	 gHg: 32.21660614013672	 smoothness 18.505422592163086	 sharpness 28.15863800048828
==> Epoch 1314/2000
==> Test
Train Loss 1.1582058668136597	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.349998474121094	 gHg: 39.75190734863281	 smoothness 18.965641021728516	 sharpness 28.969877243041992
==> Epoch 1315/2000
==> Test
Train Loss 1.1505517959594727	 Train Accuracy (%): 58.65999984741211 	 Test Accuracy (%): 46.9900016784668	 gHg: 35.217567443847656	 smoothness 18.70178985595703	 sharpness 29.070743560791016
==> Epoch 1316/2000
==> Test
Train Loss 1.1650593280792236	 Train Accuracy (%): 57.599998474121094 	 Test Accuracy (%): 46.02000045776367	 gHg: 44.10599136352539	 smoothness 19.0355281829834	 sharpness 28.847240447998047
==> Epoch 1317/2000
==> Test
Train Loss 1.159482479095459	 Train Accuracy (%): 58.47999954223633 	 Test Accuracy (%): 46.709999084472656	 gHg: 45.38837432861328	 smoothness 19.101484298706055	 sharpness 29.847309112548828
==> Epoch 1318/2000
==> Test
Train Loss 1.1745089292526245	 Train Accuracy (%): 57.720001220703125 	 Test Accuracy (%): 46.209999084472656	 gHg: 45.74188232421875	 smoothness 18.835769653320312	 sharpness 28.60259246826172
==> Epoch 1319/2000
==> Test
Train Loss 1.171667218208313	 Train Accuracy (%): 58.099998474121094 	 Test Accuracy (%): 46.33000183105469	 gHg: 49.18077087402344	 smoothness 19.117351531982422	 sharpness 30.18445587158203
==> Epoch 1320/2000
==> Test
Train Loss 1.1804503202438354	 Train Accuracy (%): 57.63999938964844 	 Test Accuracy (%): 46.27000045776367	 gHg: 50.241981506347656	 smoothness 19.113574981689453	 sharpness 29.497732162475586
==> Epoch 1321/2000
==> Test
Train Loss 1.1679478883743286	 Train Accuracy (%): 58.040000915527344 	 Test Accuracy (%): 45.93000030517578	 gHg: 54.76428985595703	 smoothness 19.111833572387695	 sharpness 29.82289695739746
==> Epoch 1322/2000
==> Test
Train Loss 1.1749178171157837	 Train Accuracy (%): 57.220001220703125 	 Test Accuracy (%): 46.66999816894531	 gHg: 49.429141998291016	 smoothness 18.893436431884766	 sharpness 29.184316635131836
==> Epoch 1323/2000
==> Test
Train Loss 1.179642915725708	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 45.47999954223633	 gHg: 60.43988800048828	 smoothness 19.073450088500977	 sharpness 29.950769424438477
==> Epoch 1324/2000
==> Test
Train Loss 1.1990982294082642	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 46.93000030517578	 gHg: 51.55293655395508	 smoothness 19.009681701660156	 sharpness 28.676372528076172
==> Epoch 1325/2000
==> Test
Train Loss 1.1772135496139526	 Train Accuracy (%): 57.119998931884766 	 Test Accuracy (%): 45.720001220703125	 gHg: 60.567543029785156	 smoothness 19.179580688476562	 sharpness 29.665878295898438
==> Epoch 1326/2000
==> Test
Train Loss 1.1762044429779053	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 46.880001068115234	 gHg: 59.233665466308594	 smoothness 19.189970016479492	 sharpness 28.364654541015625
==> Epoch 1327/2000
==> Test
Train Loss 1.1813876628875732	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 45.91999816894531	 gHg: 57.65386962890625	 smoothness 18.82260513305664	 sharpness 29.96310806274414
==> Epoch 1328/2000
==> Test
Train Loss 1.190795660018921	 Train Accuracy (%): 56.720001220703125 	 Test Accuracy (%): 47.0099983215332	 gHg: 59.88995361328125	 smoothness 18.86041259765625	 sharpness 28.237504959106445
==> Epoch 1329/2000
==> Test
Train Loss 1.186066746711731	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 45.75	 gHg: 63.62784194946289	 smoothness 19.121166229248047	 sharpness 29.811826705932617
==> Epoch 1330/2000
==> Test
Train Loss 1.2002300024032593	 Train Accuracy (%): 57.15999984741211 	 Test Accuracy (%): 46.880001068115234	 gHg: 73.34719848632812	 smoothness 19.420814514160156	 sharpness 29.80961036682129
==> Epoch 1331/2000
==> Test
Train Loss 1.2240263223648071	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 44.959999084472656	 gHg: 75.36444091796875	 smoothness 19.60563087463379	 sharpness 28.44717788696289
==> Epoch 1332/2000
==> Test
Train Loss 1.214434266090393	 Train Accuracy (%): 55.599998474121094 	 Test Accuracy (%): 46.27000045776367	 gHg: 96.81737518310547	 smoothness 19.686199188232422	 sharpness 32.84273910522461
==> Epoch 1333/2000
==> Test
Train Loss 1.2405109405517578	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 45.209999084472656	 gHg: 72.05952453613281	 smoothness 18.993743896484375	 sharpness 27.75436019897461
==> Epoch 1334/2000
==> Test
Train Loss 1.2030022144317627	 Train Accuracy (%): 56.36000061035156 	 Test Accuracy (%): 47.0099983215332	 gHg: 71.47232055664062	 smoothness 18.392520904541016	 sharpness 30.083646774291992
==> Epoch 1335/2000
==> Test
Train Loss 1.1968803405761719	 Train Accuracy (%): 56.58000183105469 	 Test Accuracy (%): 45.849998474121094	 gHg: 52.54023742675781	 smoothness 18.250417709350586	 sharpness 26.719987869262695
==> Epoch 1336/2000
==> Test
Train Loss 1.1789077520370483	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 47.060001373291016	 gHg: 43.77476501464844	 smoothness 18.08881950378418	 sharpness 28.48849105834961
==> Epoch 1337/2000
==> Test
Train Loss 1.1610928773880005	 Train Accuracy (%): 58.70000076293945 	 Test Accuracy (%): 46.2599983215332	 gHg: 41.039878845214844	 smoothness 18.33806037902832	 sharpness 27.31253433227539
==> Epoch 1338/2000
==> Test
Train Loss 1.1593083143234253	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 46.7599983215332	 gHg: 33.91156768798828	 smoothness 18.359439849853516	 sharpness 26.904804229736328
==> Epoch 1339/2000
==> Test
Train Loss 1.1528499126434326	 Train Accuracy (%): 59.08000183105469 	 Test Accuracy (%): 46.310001373291016	 gHg: 40.648963928222656	 smoothness 18.729785919189453	 sharpness 26.85181999206543
==> Epoch 1340/2000
==> Test
Train Loss 1.16880464553833	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 47.04999923706055	 gHg: 33.99989318847656	 smoothness 18.77535629272461	 sharpness 27.776256561279297
==> Epoch 1341/2000
==> Test
Train Loss 1.1602574586868286	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 46.439998626708984	 gHg: 49.19960021972656	 smoothness 18.939067840576172	 sharpness 29.34893798828125
==> Epoch 1342/2000
==> Test
Train Loss 1.1685783863067627	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 46.77000045776367	 gHg: 37.59081268310547	 smoothness 18.945449829101562	 sharpness 25.60523223876953
==> Epoch 1343/2000
==> Test
Train Loss 1.1534075736999512	 Train Accuracy (%): 57.86000061035156 	 Test Accuracy (%): 46.119998931884766	 gHg: 51.40924835205078	 smoothness 18.98450469970703	 sharpness 29.542428970336914
==> Epoch 1344/2000
==> Test
Train Loss 1.1713179349899292	 Train Accuracy (%): 57.08000183105469 	 Test Accuracy (%): 46.439998626708984	 gHg: 44.78844451904297	 smoothness 19.08506965637207	 sharpness 26.80901527404785
==> Epoch 1345/2000
==> Test
Train Loss 1.1779061555862427	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 46.29999923706055	 gHg: 60.617408752441406	 smoothness 19.495264053344727	 sharpness 30.023046493530273
==> Epoch 1346/2000
==> Test
Train Loss 1.1842166185379028	 Train Accuracy (%): 57.279998779296875 	 Test Accuracy (%): 46.25	 gHg: 58.32780075073242	 smoothness 19.359577178955078	 sharpness 27.48475456237793
==> Epoch 1347/2000
==> Test
Train Loss 1.178285002708435	 Train Accuracy (%): 57.13999938964844 	 Test Accuracy (%): 46.16999816894531	 gHg: 63.33014678955078	 smoothness 19.036102294921875	 sharpness 27.13181495666504
==> Epoch 1348/2000
==> Test
Train Loss 1.1811434030532837	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 46.279998779296875	 gHg: 59.21891784667969	 smoothness 19.158357620239258	 sharpness 27.68736457824707
==> Epoch 1349/2000
==> Test
Train Loss 1.1874407529830933	 Train Accuracy (%): 56.68000030517578 	 Test Accuracy (%): 46.52000045776367	 gHg: 70.5586929321289	 smoothness 19.227014541625977	 sharpness 31.27947998046875
==> Epoch 1350/2000
==> Test
Train Loss 1.19446861743927	 Train Accuracy (%): 56.619998931884766 	 Test Accuracy (%): 46.25	 gHg: 50.99561309814453	 smoothness 18.689760208129883	 sharpness 27.27591896057129
==> Epoch 1351/2000
==> Test
Train Loss 1.185775637626648	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 46.13999938964844	 gHg: 62.36290740966797	 smoothness 18.518939971923828	 sharpness 32.41147232055664
==> Epoch 1352/2000
==> Test
Train Loss 1.1800090074539185	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 46.380001068115234	 gHg: 42.88219451904297	 smoothness 18.57576560974121	 sharpness 26.250532150268555
==> Epoch 1353/2000
==> Test
Train Loss 1.155104637145996	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 46.65999984741211	 gHg: 50.42874526977539	 smoothness 18.212753295898438	 sharpness 31.284353256225586
==> Epoch 1354/2000
==> Test
Train Loss 1.1589109897613525	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.31999969482422	 gHg: 37.24147415161133	 smoothness 18.71283531188965	 sharpness 25.684690475463867
==> Epoch 1355/2000
==> Test
Train Loss 1.1579850912094116	 Train Accuracy (%): 58.68000030517578 	 Test Accuracy (%): 46.61000061035156	 gHg: 51.23310089111328	 smoothness 18.90031623840332	 sharpness 31.655683517456055
==> Epoch 1356/2000
==> Test
Train Loss 1.1665894985198975	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 46.04999923706055	 gHg: 47.88713455200195	 smoothness 19.46849250793457	 sharpness 26.05556297302246
==> Epoch 1357/2000
==> Test
Train Loss 1.177764892578125	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 46.290000915527344	 gHg: 63.79420471191406	 smoothness 19.471927642822266	 sharpness 32.75372314453125
==> Epoch 1358/2000
==> Test
Train Loss 1.1808648109436035	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 45.900001525878906	 gHg: 64.27287292480469	 smoothness 19.497346878051758	 sharpness 27.76103973388672
==> Epoch 1359/2000
==> Test
Train Loss 1.1989641189575195	 Train Accuracy (%): 56.720001220703125 	 Test Accuracy (%): 46.20000076293945	 gHg: 67.54156494140625	 smoothness 19.261594772338867	 sharpness 31.909814834594727
==> Epoch 1360/2000
==> Test
Train Loss 1.1899741888046265	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 45.459999084472656	 gHg: 71.21766662597656	 smoothness 19.201370239257812	 sharpness 28.266218185424805
==> Epoch 1361/2000
==> Test
Train Loss 1.1835565567016602	 Train Accuracy (%): 56.959999084472656 	 Test Accuracy (%): 46.40999984741211	 gHg: 58.49769592285156	 smoothness 18.599218368530273	 sharpness 28.825613021850586
==> Epoch 1362/2000
==> Test
Train Loss 1.180732011795044	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 45.150001525878906	 gHg: 58.30010223388672	 smoothness 18.438350677490234	 sharpness 28.393423080444336
==> Epoch 1363/2000
==> Test
Train Loss 1.183156967163086	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 45.380001068115234	 gHg: 72.25755310058594	 smoothness 19.63544464111328	 sharpness 30.179662704467773
==> Epoch 1364/2000
==> Test
Train Loss 1.186281681060791	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 44.43000030517578	 gHg: 86.57626342773438	 smoothness 19.694120407104492	 sharpness 29.4786434173584
==> Epoch 1365/2000
==> Test
Train Loss 1.2199500799179077	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 45.72999954223633	 gHg: 84.49397277832031	 smoothness 19.118728637695312	 sharpness 31.158466339111328
==> Epoch 1366/2000
==> Test
Train Loss 1.1977378129959106	 Train Accuracy (%): 57.31999969482422 	 Test Accuracy (%): 44.529998779296875	 gHg: 84.16020965576172	 smoothness 18.983285903930664	 sharpness 30.523921966552734
==> Epoch 1367/2000
==> Test
Train Loss 1.2100130319595337	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 46.43000030517578	 gHg: 71.154052734375	 smoothness 18.630596160888672	 sharpness 28.997648239135742
==> Epoch 1368/2000
==> Test
Train Loss 1.1870529651641846	 Train Accuracy (%): 57.779998779296875 	 Test Accuracy (%): 45.310001373291016	 gHg: 62.65164566040039	 smoothness 18.46499252319336	 sharpness 29.59270668029785
==> Epoch 1369/2000
==> Test
Train Loss 1.199767827987671	 Train Accuracy (%): 57.13999938964844 	 Test Accuracy (%): 46.40999984741211	 gHg: 73.60836791992188	 smoothness 19.204166412353516	 sharpness 28.725370407104492
==> Epoch 1370/2000
==> Test
Train Loss 1.1915204524993896	 Train Accuracy (%): 57.65999984741211 	 Test Accuracy (%): 45.310001373291016	 gHg: 72.8871841430664	 smoothness 19.498119354248047	 sharpness 29.637332916259766
==> Epoch 1371/2000
==> Test
Train Loss 1.202882170677185	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 46.34000015258789	 gHg: 77.6427993774414	 smoothness 19.251018524169922	 sharpness 29.137115478515625
==> Epoch 1372/2000
==> Test
Train Loss 1.205594539642334	 Train Accuracy (%): 56.220001220703125 	 Test Accuracy (%): 45.47999954223633	 gHg: 73.06253051757812	 smoothness 19.016056060791016	 sharpness 29.54815101623535
==> Epoch 1373/2000
==> Test
Train Loss 1.191409945487976	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 46.66999816894531	 gHg: 54.35093688964844	 smoothness 18.362403869628906	 sharpness 27.557559967041016
==> Epoch 1374/2000
==> Test
Train Loss 1.1686861515045166	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 45.86000061035156	 gHg: 46.47352981567383	 smoothness 17.991907119750977	 sharpness 27.781497955322266
==> Epoch 1375/2000
==> Test
Train Loss 1.1518464088439941	 Train Accuracy (%): 59.15999984741211 	 Test Accuracy (%): 46.61000061035156	 gHg: 35.98307800292969	 smoothness 18.07337760925293	 sharpness 26.608470916748047
==> Epoch 1376/2000
==> Test
Train Loss 1.1380125284194946	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 46.36000061035156	 gHg: 32.1812629699707	 smoothness 17.79945182800293	 sharpness 22.866783142089844
==> Epoch 1377/2000
==> Test
Train Loss 1.1415059566497803	 Train Accuracy (%): 59.79999923706055 	 Test Accuracy (%): 46.52000045776367	 gHg: 29.078689575195312	 smoothness 17.971296310424805	 sharpness 26.14285659790039
==> Epoch 1378/2000
==> Test
Train Loss 1.1344263553619385	 Train Accuracy (%): 59.619998931884766 	 Test Accuracy (%): 46.2400016784668	 gHg: 32.209625244140625	 smoothness 18.52873992919922	 sharpness 27.25494384765625
==> Epoch 1379/2000
==> Test
Train Loss 1.1339502334594727	 Train Accuracy (%): 59.15999984741211 	 Test Accuracy (%): 46.0	 gHg: 38.834800720214844	 smoothness 18.961776733398438	 sharpness 27.598262786865234
==> Epoch 1380/2000
==> Test
Train Loss 1.1503976583480835	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 45.380001068115234	 gHg: 50.51932144165039	 smoothness 19.672340393066406	 sharpness 27.089120864868164
==> Epoch 1381/2000
==> Test
Train Loss 1.154353141784668	 Train Accuracy (%): 58.84000015258789 	 Test Accuracy (%): 45.439998626708984	 gHg: 67.65049743652344	 smoothness 20.20794677734375	 sharpness 29.13412094116211
==> Epoch 1382/2000
==> Test
Train Loss 1.1853939294815063	 Train Accuracy (%): 57.20000076293945 	 Test Accuracy (%): 45.02000045776367	 gHg: 67.53418731689453	 smoothness 19.629226684570312	 sharpness 27.395864486694336
==> Epoch 1383/2000
==> Test
Train Loss 1.1799542903900146	 Train Accuracy (%): 57.29999923706055 	 Test Accuracy (%): 45.31999969482422	 gHg: 74.77172088623047	 smoothness 19.23487091064453	 sharpness 29.87129020690918
==> Epoch 1384/2000
==> Test
Train Loss 1.190425157546997	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 45.470001220703125	 gHg: 59.27843475341797	 smoothness 18.912918090820312	 sharpness 26.89282989501953
==> Epoch 1385/2000
==> Test
Train Loss 1.1792173385620117	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 45.650001525878906	 gHg: 65.346923828125	 smoothness 18.700916290283203	 sharpness 29.32211685180664
==> Epoch 1386/2000
==> Test
Train Loss 1.175856351852417	 Train Accuracy (%): 57.58000183105469 	 Test Accuracy (%): 45.97999954223633	 gHg: 48.53011703491211	 smoothness 18.635530471801758	 sharpness 26.082740783691406
==> Epoch 1387/2000
==> Test
Train Loss 1.1556342840194702	 Train Accuracy (%): 57.599998474121094 	 Test Accuracy (%): 46.13999938964844	 gHg: 52.993927001953125	 smoothness 18.57543182373047	 sharpness 28.59396743774414
==> Epoch 1388/2000
==> Test
Train Loss 1.153934121131897	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 45.81999969482422	 gHg: 43.52772903442383	 smoothness 18.69202995300293	 sharpness 26.92081069946289
==> Epoch 1389/2000
==> Test
Train Loss 1.1548470258712769	 Train Accuracy (%): 58.02000045776367 	 Test Accuracy (%): 46.0	 gHg: 49.926536560058594	 smoothness 18.7274227142334	 sharpness 26.642370223999023
==> Epoch 1390/2000
==> Test
Train Loss 1.1523319482803345	 Train Accuracy (%): 58.58000183105469 	 Test Accuracy (%): 46.06999969482422	 gHg: 46.79441833496094	 smoothness 18.946178436279297	 sharpness 28.573522567749023
==> Epoch 1391/2000
==> Test
Train Loss 1.1579508781433105	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 45.79999923706055	 gHg: 53.892581939697266	 smoothness 18.874250411987305	 sharpness 27.35676383972168
==> Epoch 1392/2000
==> Test
Train Loss 1.1629146337509155	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 46.04999923706055	 gHg: 51.60757827758789	 smoothness 19.289531707763672	 sharpness 29.150707244873047
==> Epoch 1393/2000
==> Test
Train Loss 1.1650358438491821	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 46.150001525878906	 gHg: 73.9931411743164	 smoothness 19.79061508178711	 sharpness 28.583049774169922
==> Epoch 1394/2000
==> Test
Train Loss 1.189167857170105	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 45.93000030517578	 gHg: 62.95228958129883	 smoothness 19.34256362915039	 sharpness 29.85283660888672
==> Epoch 1395/2000
==> Test
Train Loss 1.1770848035812378	 Train Accuracy (%): 57.459999084472656 	 Test Accuracy (%): 46.38999938964844	 gHg: 81.67562866210938	 smoothness 19.288772583007812	 sharpness 29.83104705810547
==> Epoch 1396/2000
==> Test
Train Loss 1.1846634149551392	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 45.58000183105469	 gHg: 78.89569091796875	 smoothness 19.521007537841797	 sharpness 28.770633697509766
==> Epoch 1397/2000
==> Test
Train Loss 1.207184076309204	 Train Accuracy (%): 56.720001220703125 	 Test Accuracy (%): 46.119998931884766	 gHg: 85.93533325195312	 smoothness 19.348020553588867	 sharpness 27.976266860961914
==> Epoch 1398/2000
==> Test
Train Loss 1.1911591291427612	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 45.689998626708984	 gHg: 87.73726654052734	 smoothness 19.177316665649414	 sharpness 28.336763381958008
==> Epoch 1399/2000
==> Test
Train Loss 1.1856458187103271	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.290000915527344	 gHg: 74.1929702758789	 smoothness 18.810548782348633	 sharpness 26.78736686706543
==> Epoch 1400/2000
==> Test
Train Loss 1.1847100257873535	 Train Accuracy (%): 59.099998474121094 	 Test Accuracy (%): 45.7599983215332	 gHg: 78.25386810302734	 smoothness 18.8785457611084	 sharpness 28.814077377319336
==> Epoch 1401/2000
==> Test
Train Loss 1.195910096168518	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 46.400001525878906	 gHg: 71.26342010498047	 smoothness 19.127328872680664	 sharpness 27.409690856933594
==> Epoch 1402/2000
==> Test
Train Loss 1.1914499998092651	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 45.95000076293945	 gHg: 73.39277648925781	 smoothness 18.930898666381836	 sharpness 27.300235748291016
==> Epoch 1403/2000
==> Test
Train Loss 1.18214750289917	 Train Accuracy (%): 58.060001373291016 	 Test Accuracy (%): 46.689998626708984	 gHg: 65.015625	 smoothness 18.736570358276367	 sharpness 26.061691284179688
==> Epoch 1404/2000
==> Test
Train Loss 1.1663212776184082	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.119998931884766	 gHg: 68.89237976074219	 smoothness 18.850343704223633	 sharpness 29.675800323486328
==> Epoch 1405/2000
==> Test
Train Loss 1.1714324951171875	 Train Accuracy (%): 57.720001220703125 	 Test Accuracy (%): 46.90999984741211	 gHg: 50.75061798095703	 smoothness 18.429452896118164	 sharpness 26.0591983795166
==> Epoch 1406/2000
==> Test
Train Loss 1.1439975500106812	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 46.27000045776367	 gHg: 50.77448272705078	 smoothness 18.309879302978516	 sharpness 29.046831130981445
==> Epoch 1407/2000
==> Test
Train Loss 1.1494710445404053	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 47.33000183105469	 gHg: 37.36713409423828	 smoothness 18.259544372558594	 sharpness 25.864898681640625
==> Epoch 1408/2000
==> Test
Train Loss 1.1462043523788452	 Train Accuracy (%): 59.5 	 Test Accuracy (%): 46.369998931884766	 gHg: 45.906341552734375	 smoothness 18.752994537353516	 sharpness 28.52817726135254
==> Epoch 1409/2000
==> Test
Train Loss 1.1433554887771606	 Train Accuracy (%): 58.91999816894531 	 Test Accuracy (%): 47.13999938964844	 gHg: 37.04063415527344	 smoothness 18.748014450073242	 sharpness 25.858627319335938
==> Epoch 1410/2000
==> Test
Train Loss 1.1225965023040771	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 46.290000915527344	 gHg: 44.76227569580078	 smoothness 18.593412399291992	 sharpness 27.855194091796875
==> Epoch 1411/2000
==> Test
Train Loss 1.1451860666275024	 Train Accuracy (%): 59.02000045776367 	 Test Accuracy (%): 47.0099983215332	 gHg: 38.79570770263672	 smoothness 18.837196350097656	 sharpness 26.454374313354492
==> Epoch 1412/2000
==> Test
Train Loss 1.143589735031128	 Train Accuracy (%): 59.619998931884766 	 Test Accuracy (%): 45.880001068115234	 gHg: 57.92032241821289	 smoothness 19.438919067382812	 sharpness 30.71363639831543
==> Epoch 1413/2000
==> Test
Train Loss 1.1577566862106323	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 47.369998931884766	 gHg: 43.003414154052734	 smoothness 18.830915451049805	 sharpness 26.55232048034668
==> Epoch 1414/2000
==> Test
Train Loss 1.1265878677368164	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 46.029998779296875	 gHg: 44.22661590576172	 smoothness 18.109479904174805	 sharpness 29.42548942565918
==> Epoch 1415/2000
==> Test
Train Loss 1.1323487758636475	 Train Accuracy (%): 59.20000076293945 	 Test Accuracy (%): 47.77000045776367	 gHg: 37.29286575317383	 smoothness 18.731853485107422	 sharpness 25.669992446899414
==> Epoch 1416/2000
==> Test
Train Loss 1.1326769590377808	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 45.77000045776367	 gHg: 49.78450012207031	 smoothness 19.0996036529541	 sharpness 29.725650787353516
==> Epoch 1417/2000
==> Test
Train Loss 1.139349102973938	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 47.599998474121094	 gHg: 40.7062873840332	 smoothness 18.930850982666016	 sharpness 26.793622970581055
==> Epoch 1418/2000
==> Test
Train Loss 1.136669397354126	 Train Accuracy (%): 59.47999954223633 	 Test Accuracy (%): 45.70000076293945	 gHg: 48.804710388183594	 smoothness 18.74762725830078	 sharpness 29.047000885009766
==> Epoch 1419/2000
==> Test
Train Loss 1.1371537446975708	 Train Accuracy (%): 59.02000045776367 	 Test Accuracy (%): 47.56999969482422	 gHg: 45.89205551147461	 smoothness 19.23381996154785	 sharpness 27.99130630493164
==> Epoch 1420/2000
==> Test
Train Loss 1.14104425907135	 Train Accuracy (%): 58.68000030517578 	 Test Accuracy (%): 45.290000915527344	 gHg: 60.56321716308594	 smoothness 19.308412551879883	 sharpness 29.45160675048828
==> Epoch 1421/2000
==> Test
Train Loss 1.158088207244873	 Train Accuracy (%): 58.060001373291016 	 Test Accuracy (%): 47.189998626708984	 gHg: 58.51493835449219	 smoothness 19.350879669189453	 sharpness 28.30529022216797
==> Epoch 1422/2000
==> Test
Train Loss 1.1715013980865479	 Train Accuracy (%): 57.31999969482422 	 Test Accuracy (%): 44.86000061035156	 gHg: 65.18171691894531	 smoothness 19.37822151184082	 sharpness 27.410512924194336
==> Epoch 1423/2000
==> Test
Train Loss 1.1608681678771973	 Train Accuracy (%): 58.060001373291016 	 Test Accuracy (%): 47.060001373291016	 gHg: 73.85784149169922	 smoothness 19.45218276977539	 sharpness 29.156917572021484
==> Epoch 1424/2000
==> Test
Train Loss 1.1785147190093994	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 44.83000183105469	 gHg: 59.20381164550781	 smoothness 18.918100357055664	 sharpness 28.801713943481445
==> Epoch 1425/2000
==> Test
Train Loss 1.1740398406982422	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 47.470001220703125	 gHg: 77.19041442871094	 smoothness 19.12161636352539	 sharpness 28.622018814086914
==> Epoch 1426/2000
==> Test
Train Loss 1.1724259853363037	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 44.959999084472656	 gHg: 56.77656173706055	 smoothness 19.025062561035156	 sharpness 29.43781852722168
==> Epoch 1427/2000
==> Test
Train Loss 1.1662235260009766	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 47.25	 gHg: 78.94915008544922	 smoothness 19.094938278198242	 sharpness 30.090967178344727
==> Epoch 1428/2000
==> Test
Train Loss 1.1764354705810547	 Train Accuracy (%): 57.97999954223633 	 Test Accuracy (%): 45.540000915527344	 gHg: 54.399330139160156	 smoothness 18.87493133544922	 sharpness 29.889312744140625
==> Epoch 1429/2000
==> Test
Train Loss 1.158339023590088	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 47.040000915527344	 gHg: 59.58222961425781	 smoothness 18.23504638671875	 sharpness 28.973567962646484
==> Epoch 1430/2000
==> Test
Train Loss 1.1630438566207886	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 45.56999969482422	 gHg: 48.93775939941406	 smoothness 18.758764266967773	 sharpness 29.24547004699707
==> Epoch 1431/2000
==> Test
Train Loss 1.1639639139175415	 Train Accuracy (%): 58.099998474121094 	 Test Accuracy (%): 47.060001373291016	 gHg: 64.22608184814453	 smoothness 19.38763999938965	 sharpness 29.5761661529541
==> Epoch 1432/2000
==> Test
Train Loss 1.1660617589950562	 Train Accuracy (%): 58.2400016784668 	 Test Accuracy (%): 45.68000030517578	 gHg: 56.17030715942383	 smoothness 19.099828720092773	 sharpness 29.98775291442871
==> Epoch 1433/2000
==> Test
Train Loss 1.1467682123184204	 Train Accuracy (%): 58.779998779296875 	 Test Accuracy (%): 46.290000915527344	 gHg: 62.82530975341797	 smoothness 19.117542266845703	 sharpness 28.856672286987305
==> Epoch 1434/2000
==> Test
Train Loss 1.1577210426330566	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 45.619998931884766	 gHg: 61.5963134765625	 smoothness 19.07474708557129	 sharpness 30.193880081176758
==> Epoch 1435/2000
==> Test
Train Loss 1.1631098985671997	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 46.540000915527344	 gHg: 53.29592514038086	 smoothness 18.730083465576172	 sharpness 26.158750534057617
==> Epoch 1436/2000
==> Test
Train Loss 1.1464077234268188	 Train Accuracy (%): 58.5 	 Test Accuracy (%): 45.2599983215332	 gHg: 57.62885284423828	 smoothness 18.795949935913086	 sharpness 29.82839012145996
==> Epoch 1437/2000
==> Test
Train Loss 1.1599302291870117	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 46.65999984741211	 gHg: 54.47346878051758	 smoothness 18.950098037719727	 sharpness 26.71367073059082
==> Epoch 1438/2000
==> Test
Train Loss 1.1437153816223145	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 45.83000183105469	 gHg: 52.462799072265625	 smoothness 18.72987937927246	 sharpness 28.054880142211914
==> Epoch 1439/2000
==> Test
Train Loss 1.1403499841690063	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 46.33000183105469	 gHg: 52.81215286254883	 smoothness 18.891721725463867	 sharpness 28.068645477294922
==> Epoch 1440/2000
==> Test
Train Loss 1.1466792821884155	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 46.22999954223633	 gHg: 52.09874725341797	 smoothness 18.91257095336914	 sharpness 28.41802978515625
==> Epoch 1441/2000
==> Test
Train Loss 1.1425392627716064	 Train Accuracy (%): 58.5 	 Test Accuracy (%): 45.86000061035156	 gHg: 58.19102478027344	 smoothness 19.241498947143555	 sharpness 28.37178611755371
==> Epoch 1442/2000
==> Test
Train Loss 1.1685172319412231	 Train Accuracy (%): 56.68000030517578 	 Test Accuracy (%): 46.150001525878906	 gHg: 62.59614562988281	 smoothness 19.365079879760742	 sharpness 28.702112197875977
==> Epoch 1443/2000
==> Test
Train Loss 1.159597635269165	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 45.709999084472656	 gHg: 60.27777099609375	 smoothness 19.227827072143555	 sharpness 27.384599685668945
==> Epoch 1444/2000
==> Test
Train Loss 1.1592354774475098	 Train Accuracy (%): 57.540000915527344 	 Test Accuracy (%): 46.36000061035156	 gHg: 69.66968536376953	 smoothness 19.040748596191406	 sharpness 30.39437484741211
==> Epoch 1445/2000
==> Test
Train Loss 1.1587367057800293	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 46.25	 gHg: 48.29196548461914	 smoothness 18.49852180480957	 sharpness 27.856889724731445
==> Epoch 1446/2000
==> Test
Train Loss 1.14087975025177	 Train Accuracy (%): 59.400001525878906 	 Test Accuracy (%): 47.0	 gHg: 51.773193359375	 smoothness 18.342557907104492	 sharpness 29.304363250732422
==> Epoch 1447/2000
==> Test
Train Loss 1.1424098014831543	 Train Accuracy (%): 58.97999954223633 	 Test Accuracy (%): 46.70000076293945	 gHg: 39.247474670410156	 smoothness 18.478639602661133	 sharpness 27.45861053466797
==> Epoch 1448/2000
==> Test
Train Loss 1.1352012157440186	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 46.95000076293945	 gHg: 48.265586853027344	 smoothness 18.71063232421875	 sharpness 29.04252815246582
==> Epoch 1449/2000
==> Test
Train Loss 1.1373995542526245	 Train Accuracy (%): 59.18000030517578 	 Test Accuracy (%): 46.81999969482422	 gHg: 42.3657112121582	 smoothness 18.76364517211914	 sharpness 28.819379806518555
==> Epoch 1450/2000
==> Test
Train Loss 1.1384506225585938	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 46.81999969482422	 gHg: 51.1821403503418	 smoothness 19.08637237548828	 sharpness 29.51776123046875
==> Epoch 1451/2000
==> Test
Train Loss 1.1368191242218018	 Train Accuracy (%): 58.959999084472656 	 Test Accuracy (%): 46.709999084472656	 gHg: 56.121315002441406	 smoothness 19.228225708007812	 sharpness 29.72181510925293
==> Epoch 1452/2000
==> Test
Train Loss 1.1559208631515503	 Train Accuracy (%): 58.65999984741211 	 Test Accuracy (%): 46.5099983215332	 gHg: 49.29692459106445	 smoothness 18.97028160095215	 sharpness 29.045244216918945
==> Epoch 1453/2000
==> Test
Train Loss 1.1469699144363403	 Train Accuracy (%): 57.97999954223633 	 Test Accuracy (%): 46.689998626708984	 gHg: 57.68199920654297	 smoothness 18.97455406188965	 sharpness 28.575702667236328
==> Epoch 1454/2000
==> Test
Train Loss 1.1441924571990967	 Train Accuracy (%): 58.70000076293945 	 Test Accuracy (%): 46.29999923706055	 gHg: 48.49383544921875	 smoothness 18.808034896850586	 sharpness 28.97498321533203
==> Epoch 1455/2000
==> Test
Train Loss 1.1398062705993652	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 46.65999984741211	 gHg: 56.85174560546875	 smoothness 18.78937339782715	 sharpness 27.65828514099121
==> Epoch 1456/2000
==> Test
Train Loss 1.1557575464248657	 Train Accuracy (%): 58.439998626708984 	 Test Accuracy (%): 46.75	 gHg: 46.42393493652344	 smoothness 18.68077850341797	 sharpness 28.28915023803711
==> Epoch 1457/2000
==> Test
Train Loss 1.1253515481948853	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 46.56999969482422	 gHg: 49.74458312988281	 smoothness 18.49039649963379	 sharpness 27.00589370727539
==> Epoch 1458/2000
==> Test
Train Loss 1.1363146305084229	 Train Accuracy (%): 59.220001220703125 	 Test Accuracy (%): 46.83000183105469	 gHg: 51.742576599121094	 smoothness 19.206594467163086	 sharpness 28.498064041137695
==> Epoch 1459/2000
==> Test
Train Loss 1.1528122425079346	 Train Accuracy (%): 57.79999923706055 	 Test Accuracy (%): 45.93000030517578	 gHg: 59.602638244628906	 smoothness 19.449443817138672	 sharpness 28.177244186401367
==> Epoch 1460/2000
==> Test
Train Loss 1.1467822790145874	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 46.43000030517578	 gHg: 73.79060363769531	 smoothness 19.681800842285156	 sharpness 29.992929458618164
==> Epoch 1461/2000
==> Test
Train Loss 1.169693112373352	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 45.599998474121094	 gHg: 85.0407485961914	 smoothness 19.917804718017578	 sharpness 30.294885635375977
==> Epoch 1462/2000
==> Test
Train Loss 1.1947513818740845	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 46.060001373291016	 gHg: 101.27410125732422	 smoothness 19.85762596130371	 sharpness 30.6976318359375
==> Epoch 1463/2000
==> Test
Train Loss 1.192615032196045	 Train Accuracy (%): 57.18000030517578 	 Test Accuracy (%): 46.0099983215332	 gHg: 112.74620056152344	 smoothness 19.463651657104492	 sharpness 31.73497772216797
==> Epoch 1464/2000
==> Test
Train Loss 1.2040696144104004	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 45.79999923706055	 gHg: 90.88633728027344	 smoothness 18.93979263305664	 sharpness 29.52657699584961
==> Epoch 1465/2000
==> Test
Train Loss 1.1844075918197632	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 46.61000061035156	 gHg: 109.6989974975586	 smoothness 19.163015365600586	 sharpness 29.938613891601562
==> Epoch 1466/2000
==> Test
Train Loss 1.2023212909698486	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 46.20000076293945	 gHg: 76.06946563720703	 smoothness 18.70840072631836	 sharpness 28.82530403137207
==> Epoch 1467/2000
==> Test
Train Loss 1.1732016801834106	 Train Accuracy (%): 59.34000015258789 	 Test Accuracy (%): 47.47999954223633	 gHg: 68.71546936035156	 smoothness 18.142457962036133	 sharpness 26.69857406616211
==> Epoch 1468/2000
==> Test
Train Loss 1.153475046157837	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 46.189998626708984	 gHg: 54.733524322509766	 smoothness 18.250141143798828	 sharpness 26.480079650878906
==> Epoch 1469/2000
==> Test
Train Loss 1.1344168186187744	 Train Accuracy (%): 60.380001068115234 	 Test Accuracy (%): 47.81999969482422	 gHg: 44.15354537963867	 smoothness 18.062108993530273	 sharpness 24.663034439086914
==> Epoch 1470/2000
==> Test
Train Loss 1.1205674409866333	 Train Accuracy (%): 60.599998474121094 	 Test Accuracy (%): 46.529998779296875	 gHg: 41.85980224609375	 smoothness 18.28229522705078	 sharpness 26.418790817260742
==> Epoch 1471/2000
==> Test
Train Loss 1.1259167194366455	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 47.5	 gHg: 38.71171569824219	 smoothness 18.39874839782715	 sharpness 25.17043685913086
==> Epoch 1472/2000
==> Test
Train Loss 1.1167283058166504	 Train Accuracy (%): 60.599998474121094 	 Test Accuracy (%): 46.45000076293945	 gHg: 40.92644500732422	 smoothness 18.53070640563965	 sharpness 27.291452407836914
==> Epoch 1473/2000
==> Test
Train Loss 1.1188011169433594	 Train Accuracy (%): 60.060001373291016 	 Test Accuracy (%): 47.58000183105469	 gHg: 39.62067413330078	 smoothness 18.77949333190918	 sharpness 26.17092514038086
==> Epoch 1474/2000
==> Test
Train Loss 1.1316046714782715	 Train Accuracy (%): 59.02000045776367 	 Test Accuracy (%): 45.81999969482422	 gHg: 54.793766021728516	 smoothness 19.611116409301758	 sharpness 28.973363876342773
==> Epoch 1475/2000
==> Test
Train Loss 1.1389131546020508	 Train Accuracy (%): 59.86000061035156 	 Test Accuracy (%): 47.2400016784668	 gHg: 57.611602783203125	 smoothness 19.704986572265625	 sharpness 27.558792114257812
==> Epoch 1476/2000
==> Test
Train Loss 1.1465650796890259	 Train Accuracy (%): 59.400001525878906 	 Test Accuracy (%): 45.630001068115234	 gHg: 76.08831787109375	 smoothness 19.58778953552246	 sharpness 29.08797264099121
==> Epoch 1477/2000
==> Test
Train Loss 1.1550143957138062	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 47.13999938964844	 gHg: 68.3453369140625	 smoothness 19.391582489013672	 sharpness 27.738576889038086
==> Epoch 1478/2000
==> Test
Train Loss 1.1610716581344604	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 45.27000045776367	 gHg: 69.45179748535156	 smoothness 18.906757354736328	 sharpness 30.539735794067383
==> Epoch 1479/2000
==> Test
Train Loss 1.142436146736145	 Train Accuracy (%): 59.459999084472656 	 Test Accuracy (%): 47.279998779296875	 gHg: 60.38456344604492	 smoothness 18.564029693603516	 sharpness 27.12552261352539
==> Epoch 1480/2000
==> Test
Train Loss 1.139224648475647	 Train Accuracy (%): 59.18000030517578 	 Test Accuracy (%): 45.709999084472656	 gHg: 48.07524108886719	 smoothness 18.122936248779297	 sharpness 27.388303756713867
==> Epoch 1481/2000
==> Test
Train Loss 1.1234749555587769	 Train Accuracy (%): 60.279998779296875 	 Test Accuracy (%): 47.66999816894531	 gHg: 47.316795349121094	 smoothness 18.6278133392334	 sharpness 26.92768669128418
==> Epoch 1482/2000
==> Test
Train Loss 1.1378231048583984	 Train Accuracy (%): 58.68000030517578 	 Test Accuracy (%): 45.83000183105469	 gHg: 42.93728256225586	 smoothness 18.504915237426758	 sharpness 27.14048194885254
==> Epoch 1483/2000
==> Test
Train Loss 1.1311472654342651	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 47.939998626708984	 gHg: 43.742767333984375	 smoothness 18.714874267578125	 sharpness 26.3002872467041
==> Epoch 1484/2000
==> Test
Train Loss 1.1188770532608032	 Train Accuracy (%): 59.86000061035156 	 Test Accuracy (%): 45.43000030517578	 gHg: 43.88227844238281	 smoothness 18.78464126586914	 sharpness 27.098756790161133
==> Epoch 1485/2000
==> Test
Train Loss 1.130751132965088	 Train Accuracy (%): 60.13999938964844 	 Test Accuracy (%): 47.47999954223633	 gHg: 46.74303436279297	 smoothness 19.030635833740234	 sharpness 26.98760986328125
==> Epoch 1486/2000
==> Test
Train Loss 1.1319085359573364	 Train Accuracy (%): 59.41999816894531 	 Test Accuracy (%): 45.36000061035156	 gHg: 48.55598449707031	 smoothness 18.981170654296875	 sharpness 26.87200164794922
==> Epoch 1487/2000
==> Test
Train Loss 1.1245214939117432	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 47.349998474121094	 gHg: 54.16292190551758	 smoothness 19.135866165161133	 sharpness 27.72571563720703
==> Epoch 1488/2000
==> Test
Train Loss 1.1319785118103027	 Train Accuracy (%): 59.41999816894531 	 Test Accuracy (%): 45.369998931884766	 gHg: 56.9533805847168	 smoothness 19.186521530151367	 sharpness 26.743621826171875
==> Epoch 1489/2000
==> Test
Train Loss 1.1440725326538086	 Train Accuracy (%): 58.52000045776367 	 Test Accuracy (%): 46.97999954223633	 gHg: 71.90279388427734	 smoothness 19.586109161376953	 sharpness 28.49979019165039
==> Epoch 1490/2000
==> Test
Train Loss 1.1550213098526	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 44.279998779296875	 gHg: 82.57450866699219	 smoothness 20.140268325805664	 sharpness 29.241851806640625
==> Epoch 1491/2000
==> Test
Train Loss 1.1822896003723145	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 46.560001373291016	 gHg: 124.44715881347656	 smoothness 20.2772274017334	 sharpness 32.56645202636719
==> Epoch 1492/2000
==> Test
Train Loss 1.2029643058776855	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 44.77000045776367	 gHg: 91.5924072265625	 smoothness 19.117067337036133	 sharpness 29.3677978515625
==> Epoch 1493/2000
==> Test
Train Loss 1.1752796173095703	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 46.779998779296875	 gHg: 82.34688568115234	 smoothness 18.244401931762695	 sharpness 30.671262741088867
==> Epoch 1494/2000
==> Test
Train Loss 1.1581871509552002	 Train Accuracy (%): 58.47999954223633 	 Test Accuracy (%): 45.54999923706055	 gHg: 58.388511657714844	 smoothness 18.346059799194336	 sharpness 27.79261016845703
==> Epoch 1495/2000
==> Test
Train Loss 1.1350443363189697	 Train Accuracy (%): 59.060001373291016 	 Test Accuracy (%): 47.58000183105469	 gHg: 49.84419250488281	 smoothness 17.96892547607422	 sharpness 29.446264266967773
==> Epoch 1496/2000
==> Test
Train Loss 1.1230577230453491	 Train Accuracy (%): 60.599998474121094 	 Test Accuracy (%): 46.349998474121094	 gHg: 36.57548904418945	 smoothness 17.697649002075195	 sharpness 28.51251792907715
==> Epoch 1497/2000
==> Test
Train Loss 1.1080089807510376	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 47.599998474121094	 gHg: 28.156246185302734	 smoothness 17.545286178588867	 sharpness 27.523780822753906
==> Epoch 1498/2000
==> Test
Train Loss 1.0969105958938599	 Train Accuracy (%): 62.08000183105469 	 Test Accuracy (%): 46.59000015258789	 gHg: 33.79562759399414	 smoothness 18.462539672851562	 sharpness 28.616783142089844
==> Epoch 1499/2000
==> Test
Train Loss 1.1092610359191895	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 47.43000030517578	 gHg: 31.676069259643555	 smoothness 18.76732063293457	 sharpness 27.409212112426758
==> Epoch 1500/2000
==> Test
Train Loss 1.1065003871917725	 Train Accuracy (%): 60.58000183105469 	 Test Accuracy (%): 46.56999969482422	 gHg: 37.91312026977539	 smoothness 18.685035705566406	 sharpness 29.867326736450195
==> Epoch 1501/2000
==> Test
Train Loss 1.1148576736450195	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 47.459999084472656	 gHg: 43.78240203857422	 smoothness 19.375093460083008	 sharpness 29.55473518371582
==> Epoch 1502/2000
==> Test
Train Loss 1.1154919862747192	 Train Accuracy (%): 60.439998626708984 	 Test Accuracy (%): 46.65999984741211	 gHg: 47.500938415527344	 smoothness 19.35993766784668	 sharpness 29.750553131103516
==> Epoch 1503/2000
==> Test
Train Loss 1.1331323385238647	 Train Accuracy (%): 59.099998474121094 	 Test Accuracy (%): 47.400001525878906	 gHg: 64.29227447509766	 smoothness 19.563087463378906	 sharpness 31.368301391601562
==> Epoch 1504/2000
==> Test
Train Loss 1.127535104751587	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 46.459999084472656	 gHg: 41.85224914550781	 smoothness 18.546205520629883	 sharpness 28.9813232421875
==> Epoch 1505/2000
==> Test
Train Loss 1.1123467683792114	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 47.54999923706055	 gHg: 49.1541748046875	 smoothness 18.37262535095215	 sharpness 29.64051628112793
==> Epoch 1506/2000
==> Test
Train Loss 1.1224068403244019	 Train Accuracy (%): 60.060001373291016 	 Test Accuracy (%): 46.95000076293945	 gHg: 34.41725540161133	 smoothness 18.292274475097656	 sharpness 29.24835968017578
==> Epoch 1507/2000
==> Test
Train Loss 1.09122633934021	 Train Accuracy (%): 61.060001373291016 	 Test Accuracy (%): 47.61000061035156	 gHg: 31.379390716552734	 smoothness 17.820711135864258	 sharpness 27.295862197875977
==> Epoch 1508/2000
==> Test
Train Loss 1.094877004623413	 Train Accuracy (%): 61.540000915527344 	 Test Accuracy (%): 46.619998931884766	 gHg: 33.77503204345703	 smoothness 18.635316848754883	 sharpness 29.67230987548828
==> Epoch 1509/2000
==> Test
Train Loss 1.1135139465332031	 Train Accuracy (%): 60.2400016784668 	 Test Accuracy (%): 47.36000061035156	 gHg: 39.14978790283203	 smoothness 19.08476448059082	 sharpness 27.551427841186523
==> Epoch 1510/2000
==> Test
Train Loss 1.1003026962280273	 Train Accuracy (%): 61.29999923706055 	 Test Accuracy (%): 46.47999954223633	 gHg: 41.579132080078125	 smoothness 19.00240135192871	 sharpness 30.73555564880371
==> Epoch 1511/2000
==> Test
Train Loss 1.1297707557678223	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 47.08000183105469	 gHg: 44.152862548828125	 smoothness 19.03070831298828	 sharpness 27.874061584472656
==> Epoch 1512/2000
==> Test
Train Loss 1.1036940813064575	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 46.36000061035156	 gHg: 52.5677490234375	 smoothness 19.287006378173828	 sharpness 31.407485961914062
==> Epoch 1513/2000
==> Test
Train Loss 1.125228762626648	 Train Accuracy (%): 59.720001220703125 	 Test Accuracy (%): 46.810001373291016	 gHg: 50.806373596191406	 smoothness 19.120969772338867	 sharpness 28.575542449951172
==> Epoch 1514/2000
==> Test
Train Loss 1.1165497303009033	 Train Accuracy (%): 60.0 	 Test Accuracy (%): 45.939998626708984	 gHg: 58.45820236206055	 smoothness 19.20359992980957	 sharpness 32.24449920654297
==> Epoch 1515/2000
==> Test
Train Loss 1.1430561542510986	 Train Accuracy (%): 58.58000183105469 	 Test Accuracy (%): 46.709999084472656	 gHg: 67.5160140991211	 smoothness 19.602027893066406	 sharpness 30.155323028564453
==> Epoch 1516/2000
==> Test
Train Loss 1.1539019346237183	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 45.459999084472656	 gHg: 68.23226928710938	 smoothness 19.244882583618164	 sharpness 32.21454620361328
==> Epoch 1517/2000
==> Test
Train Loss 1.1504294872283936	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 46.13999938964844	 gHg: 80.08568572998047	 smoothness 19.433151245117188	 sharpness 30.573631286621094
==> Epoch 1518/2000
==> Test
Train Loss 1.1680046319961548	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 45.83000183105469	 gHg: 69.3216552734375	 smoothness 19.013607025146484	 sharpness 30.458162307739258
==> Epoch 1519/2000
==> Test
Train Loss 1.1541105508804321	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 46.52000045776367	 gHg: 71.21578216552734	 smoothness 18.709245681762695	 sharpness 28.5233154296875
==> Epoch 1520/2000
==> Test
Train Loss 1.1309030055999756	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 45.720001220703125	 gHg: 59.64396667480469	 smoothness 18.749134063720703	 sharpness 28.517536163330078
==> Epoch 1521/2000
==> Test
Train Loss 1.1355187892913818	 Train Accuracy (%): 59.63999938964844 	 Test Accuracy (%): 46.65999984741211	 gHg: 57.334632873535156	 smoothness 18.73764991760254	 sharpness 27.65555191040039
==> Epoch 1522/2000
==> Test
Train Loss 1.1310094594955444	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 45.849998474121094	 gHg: 61.0644416809082	 smoothness 18.89468765258789	 sharpness 29.636388778686523
==> Epoch 1523/2000
==> Test
Train Loss 1.1240887641906738	 Train Accuracy (%): 59.36000061035156 	 Test Accuracy (%): 46.150001525878906	 gHg: 55.66065216064453	 smoothness 18.816139221191406	 sharpness 26.700336456298828
==> Epoch 1524/2000
==> Test
Train Loss 1.1085798740386963	 Train Accuracy (%): 59.779998779296875 	 Test Accuracy (%): 46.25	 gHg: 60.43534469604492	 smoothness 18.700611114501953	 sharpness 30.3123836517334
==> Epoch 1525/2000
==> Test
Train Loss 1.1223552227020264	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 45.540000915527344	 gHg: 59.729103088378906	 smoothness 19.37476921081543	 sharpness 26.64673614501953
==> Epoch 1526/2000
==> Test
Train Loss 1.1345282793045044	 Train Accuracy (%): 58.959999084472656 	 Test Accuracy (%): 46.0	 gHg: 82.99993896484375	 smoothness 19.671709060668945	 sharpness 31.950469970703125
==> Epoch 1527/2000
==> Test
Train Loss 1.1550209522247314	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 45.130001068115234	 gHg: 70.35237884521484	 smoothness 19.21634864807129	 sharpness 28.355436325073242
==> Epoch 1528/2000
==> Test
Train Loss 1.1476696729660034	 Train Accuracy (%): 58.84000015258789 	 Test Accuracy (%): 46.349998474121094	 gHg: 80.52548217773438	 smoothness 19.046812057495117	 sharpness 30.126806259155273
==> Epoch 1529/2000
==> Test
Train Loss 1.158388614654541	 Train Accuracy (%): 58.97999954223633 	 Test Accuracy (%): 45.0	 gHg: 81.60054779052734	 smoothness 19.396751403808594	 sharpness 29.08475112915039
==> Epoch 1530/2000
==> Test
Train Loss 1.1654009819030762	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 47.22999954223633	 gHg: 79.98524475097656	 smoothness 19.185331344604492	 sharpness 29.486190795898438
==> Epoch 1531/2000
==> Test
Train Loss 1.1530619859695435	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 45.369998931884766	 gHg: 83.04911804199219	 smoothness 18.98617172241211	 sharpness 29.224130630493164
==> Epoch 1532/2000
==> Test
Train Loss 1.1545408964157104	 Train Accuracy (%): 58.63999938964844 	 Test Accuracy (%): 47.099998474121094	 gHg: 60.573490142822266	 smoothness 18.534828186035156	 sharpness 27.001405715942383
==> Epoch 1533/2000
==> Test
Train Loss 1.125407338142395	 Train Accuracy (%): 59.540000915527344 	 Test Accuracy (%): 45.810001373291016	 gHg: 66.76637268066406	 smoothness 18.60052490234375	 sharpness 28.947824478149414
==> Epoch 1534/2000
==> Test
Train Loss 1.1325488090515137	 Train Accuracy (%): 59.36000061035156 	 Test Accuracy (%): 47.16999816894531	 gHg: 51.71805191040039	 smoothness 18.896930694580078	 sharpness 26.997739791870117
==> Epoch 1535/2000
==> Test
Train Loss 1.1261966228485107	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 46.290000915527344	 gHg: 58.856544494628906	 smoothness 18.579484939575195	 sharpness 29.265920639038086
==> Epoch 1536/2000
==> Test
Train Loss 1.12108314037323	 Train Accuracy (%): 59.2400016784668 	 Test Accuracy (%): 47.25	 gHg: 41.1685676574707	 smoothness 18.295766830444336	 sharpness 26.846158981323242
==> Epoch 1537/2000
==> Test
Train Loss 1.0985422134399414	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 46.95000076293945	 gHg: 42.2066764831543	 smoothness 18.159542083740234	 sharpness 28.54798698425293
==> Epoch 1538/2000
==> Test
Train Loss 1.1071653366088867	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 47.459999084472656	 gHg: 38.55946350097656	 smoothness 18.63372039794922	 sharpness 27.34187126159668
==> Epoch 1539/2000
==> Test
Train Loss 1.0938092470169067	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 46.84000015258789	 gHg: 41.5928955078125	 smoothness 18.50157356262207	 sharpness 28.340059280395508
==> Epoch 1540/2000
==> Test
Train Loss 1.1078063249588013	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 47.400001525878906	 gHg: 41.68375015258789	 smoothness 19.026613235473633	 sharpness 27.48302459716797
==> Epoch 1541/2000
==> Test
Train Loss 1.1024094820022583	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 46.310001373291016	 gHg: 55.67464065551758	 smoothness 19.332815170288086	 sharpness 28.595165252685547
==> Epoch 1542/2000
==> Test
Train Loss 1.1394095420837402	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 46.529998779296875	 gHg: 54.48942947387695	 smoothness 19.327503204345703	 sharpness 27.89417266845703
==> Epoch 1543/2000
==> Test
Train Loss 1.1233506202697754	 Train Accuracy (%): 59.34000015258789 	 Test Accuracy (%): 46.38999938964844	 gHg: 64.48529815673828	 smoothness 19.087621688842773	 sharpness 28.774518966674805
==> Epoch 1544/2000
==> Test
Train Loss 1.1332546472549438	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 45.47999954223633	 gHg: 66.09455871582031	 smoothness 19.265012741088867	 sharpness 29.06576156616211
==> Epoch 1545/2000
==> Test
Train Loss 1.152999758720398	 Train Accuracy (%): 58.91999816894531 	 Test Accuracy (%): 45.880001068115234	 gHg: 77.70030212402344	 smoothness 19.55970001220703	 sharpness 28.399477005004883
==> Epoch 1546/2000
==> Test
Train Loss 1.1623315811157227	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 45.310001373291016	 gHg: 78.87043762207031	 smoothness 19.257394790649414	 sharpness 29.188955307006836
==> Epoch 1547/2000
==> Test
Train Loss 1.1469820737838745	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 46.5099983215332	 gHg: 66.36190795898438	 smoothness 18.517467498779297	 sharpness 26.646181106567383
==> Epoch 1548/2000
==> Test
Train Loss 1.1351698637008667	 Train Accuracy (%): 59.18000030517578 	 Test Accuracy (%): 45.93000030517578	 gHg: 55.122802734375	 smoothness 18.301891326904297	 sharpness 27.645421981811523
==> Epoch 1549/2000
==> Test
Train Loss 1.1203398704528809	 Train Accuracy (%): 59.02000045776367 	 Test Accuracy (%): 46.779998779296875	 gHg: 48.72118377685547	 smoothness 18.263086318969727	 sharpness 26.721847534179688
==> Epoch 1550/2000
==> Test
Train Loss 1.1180410385131836	 Train Accuracy (%): 59.81999969482422 	 Test Accuracy (%): 46.130001068115234	 gHg: 42.556488037109375	 smoothness 18.548404693603516	 sharpness 27.205785751342773
==> Epoch 1551/2000
==> Test
Train Loss 1.1073769330978394	 Train Accuracy (%): 59.81999969482422 	 Test Accuracy (%): 46.75	 gHg: 46.1846923828125	 smoothness 18.6144962310791	 sharpness 26.997272491455078
==> Epoch 1552/2000
==> Test
Train Loss 1.1079962253570557	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 46.439998626708984	 gHg: 39.382102966308594	 smoothness 18.56290054321289	 sharpness 26.828622817993164
==> Epoch 1553/2000
==> Test
Train Loss 1.1013436317443848	 Train Accuracy (%): 60.79999923706055 	 Test Accuracy (%): 46.77000045776367	 gHg: 54.154396057128906	 smoothness 19.318904876708984	 sharpness 28.114377975463867
==> Epoch 1554/2000
==> Test
Train Loss 1.1144095659255981	 Train Accuracy (%): 59.81999969482422 	 Test Accuracy (%): 46.2599983215332	 gHg: 46.131961822509766	 smoothness 19.2739315032959	 sharpness 27.753337860107422
==> Epoch 1555/2000
==> Test
Train Loss 1.1044399738311768	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 46.709999084472656	 gHg: 62.11656188964844	 smoothness 19.209060668945312	 sharpness 28.60660743713379
==> Epoch 1556/2000
==> Test
Train Loss 1.122711420059204	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 46.15999984741211	 gHg: 50.08058166503906	 smoothness 19.017623901367188	 sharpness 29.09566307067871
==> Epoch 1557/2000
==> Test
Train Loss 1.1133140325546265	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 47.06999969482422	 gHg: 58.9816780090332	 smoothness 18.806262969970703	 sharpness 26.35567855834961
==> Epoch 1558/2000
==> Test
Train Loss 1.1329329013824463	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 45.75	 gHg: 57.13373947143555	 smoothness 19.31177520751953	 sharpness 29.38608741760254
==> Epoch 1559/2000
==> Test
Train Loss 1.1277350187301636	 Train Accuracy (%): 59.47999954223633 	 Test Accuracy (%): 46.84000015258789	 gHg: 72.10699462890625	 smoothness 19.123443603515625	 sharpness 28.929969787597656
==> Epoch 1560/2000
==> Test
Train Loss 1.1277565956115723	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 45.63999938964844	 gHg: 64.72948455810547	 smoothness 19.077478408813477	 sharpness 29.0621337890625
==> Epoch 1561/2000
==> Test
Train Loss 1.13360595703125	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 46.720001220703125	 gHg: 91.75347900390625	 smoothness 19.47755241394043	 sharpness 31.006702423095703
==> Epoch 1562/2000
==> Test
Train Loss 1.1472158432006836	 Train Accuracy (%): 59.560001373291016 	 Test Accuracy (%): 45.38999938964844	 gHg: 77.4325942993164	 smoothness 19.297496795654297	 sharpness 30.28855323791504
==> Epoch 1563/2000
==> Test
Train Loss 1.151854395866394	 Train Accuracy (%): 59.380001068115234 	 Test Accuracy (%): 46.65999984741211	 gHg: 97.84025573730469	 smoothness 19.328277587890625	 sharpness 30.28664779663086
==> Epoch 1564/2000
==> Test
Train Loss 1.1649240255355835	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 45.290000915527344	 gHg: 109.50360870361328	 smoothness 19.623212814331055	 sharpness 33.6401252746582
==> Epoch 1565/2000
==> Test
Train Loss 1.1856765747070312	 Train Accuracy (%): 57.7400016784668 	 Test Accuracy (%): 46.54999923706055	 gHg: 85.89836883544922	 smoothness 18.925067901611328	 sharpness 27.354097366333008
==> Epoch 1566/2000
==> Test
Train Loss 1.151536226272583	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 45.709999084472656	 gHg: 104.69486236572266	 smoothness 18.935821533203125	 sharpness 32.22587966918945
==> Epoch 1567/2000
==> Test
Train Loss 1.1637638807296753	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 46.16999816894531	 gHg: 70.82276153564453	 smoothness 18.76539421081543	 sharpness 26.883420944213867
==> Epoch 1568/2000
==> Test
Train Loss 1.1291022300720215	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 46.20000076293945	 gHg: 75.47349548339844	 smoothness 18.510257720947266	 sharpness 31.121492385864258
==> Epoch 1569/2000
==> Test
Train Loss 1.142052173614502	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 46.119998931884766	 gHg: 55.91579818725586	 smoothness 18.541011810302734	 sharpness 26.249862670898438
==> Epoch 1570/2000
==> Test
Train Loss 1.1242603063583374	 Train Accuracy (%): 59.97999954223633 	 Test Accuracy (%): 46.43000030517578	 gHg: 55.506248474121094	 smoothness 18.43795394897461	 sharpness 29.56112289428711
==> Epoch 1571/2000
==> Test
Train Loss 1.126220703125	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 46.66999816894531	 gHg: 47.57713317871094	 smoothness 18.58655548095703	 sharpness 27.635496139526367
==> Epoch 1572/2000
==> Test
Train Loss 1.1045010089874268	 Train Accuracy (%): 60.13999938964844 	 Test Accuracy (%): 46.540000915527344	 gHg: 46.70804977416992	 smoothness 18.54064178466797	 sharpness 28.36154556274414
==> Epoch 1573/2000
==> Test
Train Loss 1.1132503747940063	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 46.68000030517578	 gHg: 42.294921875	 smoothness 18.583253860473633	 sharpness 27.64267349243164
==> Epoch 1574/2000
==> Test
Train Loss 1.088045597076416	 Train Accuracy (%): 61.5 	 Test Accuracy (%): 46.470001220703125	 gHg: 44.5634880065918	 smoothness 18.747894287109375	 sharpness 28.024303436279297
==> Epoch 1575/2000
==> Test
Train Loss 1.1032755374908447	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 46.189998626708984	 gHg: 49.37804412841797	 smoothness 19.2227783203125	 sharpness 28.223852157592773
==> Epoch 1576/2000
==> Test
Train Loss 1.1070855855941772	 Train Accuracy (%): 59.68000030517578 	 Test Accuracy (%): 46.47999954223633	 gHg: 52.011722564697266	 smoothness 19.104461669921875	 sharpness 27.00525665283203
==> Epoch 1577/2000
==> Test
Train Loss 1.1208840608596802	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 45.810001373291016	 gHg: 59.73789978027344	 smoothness 19.367897033691406	 sharpness 29.871261596679688
==> Epoch 1578/2000
==> Test
Train Loss 1.1253048181533813	 Train Accuracy (%): 60.060001373291016 	 Test Accuracy (%): 46.5099983215332	 gHg: 56.241790771484375	 smoothness 19.145946502685547	 sharpness 28.272775650024414
==> Epoch 1579/2000
==> Test
Train Loss 1.1225800514221191	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 45.630001068115234	 gHg: 61.992881774902344	 smoothness 19.173398971557617	 sharpness 29.393646240234375
==> Epoch 1580/2000
==> Test
Train Loss 1.1242047548294067	 Train Accuracy (%): 59.380001068115234 	 Test Accuracy (%): 46.91999816894531	 gHg: 53.246253967285156	 smoothness 18.771095275878906	 sharpness 26.860218048095703
==> Epoch 1581/2000
==> Test
Train Loss 1.1000794172286987	 Train Accuracy (%): 60.779998779296875 	 Test Accuracy (%): 46.40999984741211	 gHg: 47.91239929199219	 smoothness 18.16427230834961	 sharpness 27.483388900756836
==> Epoch 1582/2000
==> Test
Train Loss 1.1020668745040894	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 47.13999938964844	 gHg: 41.900970458984375	 smoothness 18.427705764770508	 sharpness 25.44892692565918
==> Epoch 1583/2000
==> Test
Train Loss 1.1142783164978027	 Train Accuracy (%): 60.939998626708984 	 Test Accuracy (%): 46.290000915527344	 gHg: 44.89574432373047	 smoothness 18.65839958190918	 sharpness 29.142770767211914
==> Epoch 1584/2000
==> Test
Train Loss 1.0821346044540405	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 47.25	 gHg: 46.90732955932617	 smoothness 18.97797966003418	 sharpness 26.47395896911621
==> Epoch 1585/2000
==> Test
Train Loss 1.1030834913253784	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 46.459999084472656	 gHg: 45.055965423583984	 smoothness 18.739086151123047	 sharpness 29.788515090942383
==> Epoch 1586/2000
==> Test
Train Loss 1.0862268209457397	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 47.5	 gHg: 48.43330764770508	 smoothness 18.944704055786133	 sharpness 27.399904251098633
==> Epoch 1587/2000
==> Test
Train Loss 1.0972881317138672	 Train Accuracy (%): 61.540000915527344 	 Test Accuracy (%): 46.16999816894531	 gHg: 54.66883850097656	 smoothness 19.5716552734375	 sharpness 30.587947845458984
==> Epoch 1588/2000
==> Test
Train Loss 1.1173951625823975	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 47.470001220703125	 gHg: 66.76551055908203	 smoothness 19.546924591064453	 sharpness 28.948776245117188
==> Epoch 1589/2000
==> Test
Train Loss 1.1305251121520996	 Train Accuracy (%): 59.47999954223633 	 Test Accuracy (%): 46.29999923706055	 gHg: 59.59556198120117	 smoothness 19.037384033203125	 sharpness 29.75623893737793
==> Epoch 1590/2000
==> Test
Train Loss 1.11246657371521	 Train Accuracy (%): 59.31999969482422 	 Test Accuracy (%): 47.27000045776367	 gHg: 67.39464569091797	 smoothness 19.08211898803711	 sharpness 30.481441497802734
==> Epoch 1591/2000
==> Test
Train Loss 1.1113446950912476	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 45.95000076293945	 gHg: 56.47624969482422	 smoothness 18.943511962890625	 sharpness 28.358585357666016
==> Epoch 1592/2000
==> Test
Train Loss 1.1051093339920044	 Train Accuracy (%): 59.939998626708984 	 Test Accuracy (%): 47.11000061035156	 gHg: 66.54432678222656	 smoothness 18.981542587280273	 sharpness 29.60428810119629
==> Epoch 1593/2000
==> Test
Train Loss 1.1167594194412231	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 46.529998779296875	 gHg: 48.595787048339844	 smoothness 18.777118682861328	 sharpness 27.59352684020996
==> Epoch 1594/2000
==> Test
Train Loss 1.1030815839767456	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 47.209999084472656	 gHg: 57.05549240112305	 smoothness 18.665311813354492	 sharpness 29.745325088500977
==> Epoch 1595/2000
==> Test
Train Loss 1.0976873636245728	 Train Accuracy (%): 61.119998931884766 	 Test Accuracy (%): 46.56999969482422	 gHg: 42.41814422607422	 smoothness 18.585973739624023	 sharpness 27.53614044189453
==> Epoch 1596/2000
==> Test
Train Loss 1.088260531425476	 Train Accuracy (%): 61.060001373291016 	 Test Accuracy (%): 47.849998474121094	 gHg: 47.42365646362305	 smoothness 18.487300872802734	 sharpness 28.695581436157227
==> Epoch 1597/2000
==> Test
Train Loss 1.093048095703125	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 46.7400016784668	 gHg: 37.888675689697266	 smoothness 18.48126792907715	 sharpness 27.68409538269043
==> Epoch 1598/2000
==> Test
Train Loss 1.0763627290725708	 Train Accuracy (%): 61.400001525878906 	 Test Accuracy (%): 47.45000076293945	 gHg: 41.84165954589844	 smoothness 18.345806121826172	 sharpness 28.75006103515625
==> Epoch 1599/2000
==> Test
Train Loss 1.0934094190597534	 Train Accuracy (%): 60.779998779296875 	 Test Accuracy (%): 46.189998626708984	 gHg: 51.0009651184082	 smoothness 19.544078826904297	 sharpness 28.603975296020508
==> Epoch 1600/2000
==> Test
Train Loss 1.1200456619262695	 Train Accuracy (%): 59.880001068115234 	 Test Accuracy (%): 46.970001220703125	 gHg: 68.50757598876953	 smoothness 20.083023071289062	 sharpness 30.543981552124023
==> Epoch 1601/2000
==> Test
Train Loss 1.1214567422866821	 Train Accuracy (%): 59.86000061035156 	 Test Accuracy (%): 45.279998779296875	 gHg: 77.61538696289062	 smoothness 19.64849281311035	 sharpness 28.464740753173828
==> Epoch 1602/2000
==> Test
Train Loss 1.130279779434204	 Train Accuracy (%): 59.560001373291016 	 Test Accuracy (%): 47.13999938964844	 gHg: 96.1732177734375	 smoothness 19.5172061920166	 sharpness 30.627649307250977
==> Epoch 1603/2000
==> Test
Train Loss 1.1632293462753296	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 45.06999969482422	 gHg: 82.74246215820312	 smoothness 19.26459503173828	 sharpness 29.133678436279297
==> Epoch 1604/2000
==> Test
Train Loss 1.1623321771621704	 Train Accuracy (%): 58.20000076293945 	 Test Accuracy (%): 46.75	 gHg: 117.29523468017578	 smoothness 19.648494720458984	 sharpness 32.31220245361328
==> Epoch 1605/2000
==> Test
Train Loss 1.179344654083252	 Train Accuracy (%): 57.279998779296875 	 Test Accuracy (%): 45.439998626708984	 gHg: 84.2999267578125	 smoothness 19.078100204467773	 sharpness 29.738258361816406
==> Epoch 1606/2000
==> Test
Train Loss 1.1421799659729004	 Train Accuracy (%): 58.52000045776367 	 Test Accuracy (%): 47.040000915527344	 gHg: 92.57365417480469	 smoothness 18.37190055847168	 sharpness 31.15302276611328
==> Epoch 1607/2000
==> Test
Train Loss 1.1397355794906616	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 45.84000015258789	 gHg: 74.12000274658203	 smoothness 18.66860008239746	 sharpness 28.609132766723633
==> Epoch 1608/2000
==> Test
Train Loss 1.1248608827590942	 Train Accuracy (%): 59.439998626708984 	 Test Accuracy (%): 47.11000061035156	 gHg: 77.40279388427734	 smoothness 18.913822174072266	 sharpness 30.204988479614258
==> Epoch 1609/2000
==> Test
Train Loss 1.1461834907531738	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 45.880001068115234	 gHg: 75.00587463378906	 smoothness 18.85726547241211	 sharpness 29.28615951538086
==> Epoch 1610/2000
==> Test
Train Loss 1.1229087114334106	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 47.380001068115234	 gHg: 52.30808639526367	 smoothness 18.17453956604004	 sharpness 27.36838722229004
==> Epoch 1611/2000
==> Test
Train Loss 1.103075623512268	 Train Accuracy (%): 60.279998779296875 	 Test Accuracy (%): 46.08000183105469	 gHg: 50.526512145996094	 smoothness 18.24443244934082	 sharpness 27.40406036376953
==> Epoch 1612/2000
==> Test
Train Loss 1.0905725955963135	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 47.36000061035156	 gHg: 41.021446228027344	 smoothness 18.401968002319336	 sharpness 27.649904251098633
==> Epoch 1613/2000
==> Test
Train Loss 1.0852596759796143	 Train Accuracy (%): 60.7599983215332 	 Test Accuracy (%): 46.02000045776367	 gHg: 44.144439697265625	 smoothness 18.47944450378418	 sharpness 26.991004943847656
==> Epoch 1614/2000
==> Test
Train Loss 1.0907195806503296	 Train Accuracy (%): 60.97999954223633 	 Test Accuracy (%): 47.310001373291016	 gHg: 40.52545928955078	 smoothness 18.869897842407227	 sharpness 26.993518829345703
==> Epoch 1615/2000
==> Test
Train Loss 1.0969613790512085	 Train Accuracy (%): 60.13999938964844 	 Test Accuracy (%): 45.63999938964844	 gHg: 47.98985290527344	 smoothness 18.915252685546875	 sharpness 29.345407485961914
==> Epoch 1616/2000
==> Test
Train Loss 1.0924088954925537	 Train Accuracy (%): 60.79999923706055 	 Test Accuracy (%): 47.36000061035156	 gHg: 48.16355514526367	 smoothness 19.159046173095703	 sharpness 27.22199058532715
==> Epoch 1617/2000
==> Test
Train Loss 1.08278226852417	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 46.0	 gHg: 56.7194938659668	 smoothness 18.849424362182617	 sharpness 30.681133270263672
==> Epoch 1618/2000
==> Test
Train Loss 1.1103180646896362	 Train Accuracy (%): 60.13999938964844 	 Test Accuracy (%): 47.619998931884766	 gHg: 43.5400390625	 smoothness 18.701955795288086	 sharpness 27.19980812072754
==> Epoch 1619/2000
==> Test
Train Loss 1.0939770936965942	 Train Accuracy (%): 60.880001068115234 	 Test Accuracy (%): 46.0099983215332	 gHg: 51.006996154785156	 smoothness 18.579875946044922	 sharpness 29.374515533447266
==> Epoch 1620/2000
==> Test
Train Loss 1.1004345417022705	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 47.75	 gHg: 44.79522705078125	 smoothness 18.94973373413086	 sharpness 27.187576293945312
==> Epoch 1621/2000
==> Test
Train Loss 1.093816876411438	 Train Accuracy (%): 59.97999954223633 	 Test Accuracy (%): 46.099998474121094	 gHg: 59.102333068847656	 smoothness 19.198991775512695	 sharpness 29.980552673339844
==> Epoch 1622/2000
==> Test
Train Loss 1.097603440284729	 Train Accuracy (%): 60.47999954223633 	 Test Accuracy (%): 47.79999923706055	 gHg: 50.81167984008789	 smoothness 19.100059509277344	 sharpness 27.963024139404297
==> Epoch 1623/2000
==> Test
Train Loss 1.1008979082107544	 Train Accuracy (%): 60.15999984741211 	 Test Accuracy (%): 45.900001525878906	 gHg: 57.2761344909668	 smoothness 18.90072250366211	 sharpness 29.00213623046875
==> Epoch 1624/2000
==> Test
Train Loss 1.1008957624435425	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 47.4900016784668	 gHg: 51.15932846069336	 smoothness 18.954498291015625	 sharpness 28.214447021484375
==> Epoch 1625/2000
==> Test
Train Loss 1.0890676975250244	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 46.02000045776367	 gHg: 50.493614196777344	 smoothness 18.50797462463379	 sharpness 28.391925811767578
==> Epoch 1626/2000
==> Test
Train Loss 1.0899180173873901	 Train Accuracy (%): 61.20000076293945 	 Test Accuracy (%): 47.33000183105469	 gHg: 51.268043518066406	 smoothness 18.992441177368164	 sharpness 28.166593551635742
==> Epoch 1627/2000
==> Test
Train Loss 1.0939533710479736	 Train Accuracy (%): 60.47999954223633 	 Test Accuracy (%): 45.58000183105469	 gHg: 51.51496505737305	 smoothness 18.89887809753418	 sharpness 27.779260635375977
==> Epoch 1628/2000
==> Test
Train Loss 1.0869215726852417	 Train Accuracy (%): 60.540000915527344 	 Test Accuracy (%): 46.849998474121094	 gHg: 61.07105255126953	 smoothness 19.41996955871582	 sharpness 28.39844512939453
==> Epoch 1629/2000
==> Test
Train Loss 1.1113125085830688	 Train Accuracy (%): 59.560001373291016 	 Test Accuracy (%): 44.599998474121094	 gHg: 74.29690551757812	 smoothness 19.949617385864258	 sharpness 29.13331413269043
==> Epoch 1630/2000
==> Test
Train Loss 1.1415940523147583	 Train Accuracy (%): 58.400001525878906 	 Test Accuracy (%): 45.86000061035156	 gHg: 83.25582885742188	 smoothness 19.904569625854492	 sharpness 29.3234806060791
==> Epoch 1631/2000
==> Test
Train Loss 1.1478570699691772	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 44.779998779296875	 gHg: 83.06267547607422	 smoothness 19.257144927978516	 sharpness 29.371845245361328
==> Epoch 1632/2000
==> Test
Train Loss 1.132504940032959	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 46.290000915527344	 gHg: 65.76061248779297	 smoothness 18.452274322509766	 sharpness 29.419836044311523
==> Epoch 1633/2000
==> Test
Train Loss 1.0943408012390137	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 45.79999923706055	 gHg: 52.881309509277344	 smoothness 18.05728530883789	 sharpness 28.505849838256836
==> Epoch 1634/2000
==> Test
Train Loss 1.0912240743637085	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 47.220001220703125	 gHg: 40.10191345214844	 smoothness 17.823383331298828	 sharpness 28.089052200317383
==> Epoch 1635/2000
==> Test
Train Loss 1.0863450765609741	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 46.75	 gHg: 32.05179977416992	 smoothness 17.746747970581055	 sharpness 27.34918785095215
==> Epoch 1636/2000
==> Test
Train Loss 1.0750210285186768	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 47.25	 gHg: 29.684446334838867	 smoothness 17.979768753051758	 sharpness 26.121469497680664
==> Epoch 1637/2000
==> Test
Train Loss 1.056318998336792	 Train Accuracy (%): 62.279998779296875 	 Test Accuracy (%): 46.70000076293945	 gHg: 31.87181854248047	 smoothness 18.483436584472656	 sharpness 27.536691665649414
==> Epoch 1638/2000
==> Test
Train Loss 1.0671796798706055	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 47.08000183105469	 gHg: 37.18787384033203	 smoothness 18.799339294433594	 sharpness 29.614198684692383
==> Epoch 1639/2000
==> Test
Train Loss 1.0715712308883667	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.7400016784668	 gHg: 41.022705078125	 smoothness 19.076330184936523	 sharpness 28.385480880737305
==> Epoch 1640/2000
==> Test
Train Loss 1.0857547521591187	 Train Accuracy (%): 61.15999984741211 	 Test Accuracy (%): 46.38999938964844	 gHg: 62.421043395996094	 smoothness 19.91222381591797	 sharpness 31.604446411132812
==> Epoch 1641/2000
==> Test
Train Loss 1.1100869178771973	 Train Accuracy (%): 58.97999954223633 	 Test Accuracy (%): 46.15999984741211	 gHg: 70.63264465332031	 smoothness 20.087003707885742	 sharpness 28.553565979003906
==> Epoch 1642/2000
==> Test
Train Loss 1.1336698532104492	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 45.599998474121094	 gHg: 112.57775115966797	 smoothness 20.344562530517578	 sharpness 33.291873931884766
==> Epoch 1643/2000
==> Test
Train Loss 1.1832919120788574	 Train Accuracy (%): 56.41999816894531 	 Test Accuracy (%): 45.52000045776367	 gHg: 104.73941040039062	 smoothness 19.469758987426758	 sharpness 31.153615951538086
==> Epoch 1644/2000
==> Test
Train Loss 1.1538511514663696	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.060001373291016	 gHg: 98.13520050048828	 smoothness 18.708765029907227	 sharpness 30.522554397583008
==> Epoch 1645/2000
==> Test
Train Loss 1.1537061929702759	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 45.7599983215332	 gHg: 95.3902359008789	 smoothness 18.72177505493164	 sharpness 30.708097457885742
==> Epoch 1646/2000
==> Test
Train Loss 1.1459451913833618	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 46.29999923706055	 gHg: 74.29672241210938	 smoothness 18.678285598754883	 sharpness 27.75584602355957
==> Epoch 1647/2000
==> Test
Train Loss 1.1142936944961548	 Train Accuracy (%): 59.91999816894531 	 Test Accuracy (%): 45.970001220703125	 gHg: 85.11229705810547	 smoothness 18.6787109375	 sharpness 29.630786895751953
==> Epoch 1648/2000
==> Test
Train Loss 1.118710994720459	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 46.959999084472656	 gHg: 55.3106575012207	 smoothness 18.509613037109375	 sharpness 26.496570587158203
==> Epoch 1649/2000
==> Test
Train Loss 1.0950818061828613	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 46.40999984741211	 gHg: 64.66343688964844	 smoothness 18.27079963684082	 sharpness 28.677953720092773
==> Epoch 1650/2000
==> Test
Train Loss 1.0881847143173218	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 47.27000045776367	 gHg: 37.85896682739258	 smoothness 17.854652404785156	 sharpness 28.060382843017578
==> Epoch 1651/2000
==> Test
Train Loss 1.067387580871582	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 46.72999954223633	 gHg: 40.74832534790039	 smoothness 17.929203033447266	 sharpness 26.48221206665039
==> Epoch 1652/2000
==> Test
Train Loss 1.0586094856262207	 Train Accuracy (%): 62.880001068115234 	 Test Accuracy (%): 47.540000915527344	 gHg: 33.39024353027344	 smoothness 18.47270393371582	 sharpness 28.321189880371094
==> Epoch 1653/2000
==> Test
Train Loss 1.0705761909484863	 Train Accuracy (%): 61.52000045776367 	 Test Accuracy (%): 46.970001220703125	 gHg: 38.3704833984375	 smoothness 18.367969512939453	 sharpness 26.338340759277344
==> Epoch 1654/2000
==> Test
Train Loss 1.0724315643310547	 Train Accuracy (%): 61.68000030517578 	 Test Accuracy (%): 46.97999954223633	 gHg: 39.80570983886719	 smoothness 18.977991104125977	 sharpness 30.604013442993164
==> Epoch 1655/2000
==> Test
Train Loss 1.0706758499145508	 Train Accuracy (%): 61.7599983215332 	 Test Accuracy (%): 46.7400016784668	 gHg: 49.01885223388672	 smoothness 19.356922149658203	 sharpness 27.14093780517578
==> Epoch 1656/2000
==> Test
Train Loss 1.0883904695510864	 Train Accuracy (%): 60.939998626708984 	 Test Accuracy (%): 46.72999954223633	 gHg: 69.40885925292969	 smoothness 19.90391731262207	 sharpness 33.69098663330078
==> Epoch 1657/2000
==> Test
Train Loss 1.0959144830703735	 Train Accuracy (%): 59.97999954223633 	 Test Accuracy (%): 46.790000915527344	 gHg: 56.9218635559082	 smoothness 19.24980926513672	 sharpness 29.32193946838379
==> Epoch 1658/2000
==> Test
Train Loss 1.0934053659439087	 Train Accuracy (%): 60.599998474121094 	 Test Accuracy (%): 46.529998779296875	 gHg: 76.7551040649414	 smoothness 19.259376525878906	 sharpness 33.70155334472656
==> Epoch 1659/2000
==> Test
Train Loss 1.1133818626403809	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 46.779998779296875	 gHg: 59.92627716064453	 smoothness 19.243850708007812	 sharpness 29.533836364746094
==> Epoch 1660/2000
==> Test
Train Loss 1.0919290781021118	 Train Accuracy (%): 60.58000183105469 	 Test Accuracy (%): 46.310001373291016	 gHg: 80.16016387939453	 smoothness 19.02662467956543	 sharpness 33.31327819824219
==> Epoch 1661/2000
==> Test
Train Loss 1.1086242198944092	 Train Accuracy (%): 60.47999954223633 	 Test Accuracy (%): 47.099998474121094	 gHg: 46.185768127441406	 smoothness 18.3146915435791	 sharpness 28.17621612548828
==> Epoch 1662/2000
==> Test
Train Loss 1.07598078250885	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 46.41999816894531	 gHg: 53.47430419921875	 smoothness 17.945510864257812	 sharpness 31.013019561767578
==> Epoch 1663/2000
==> Test
Train Loss 1.0868386030197144	 Train Accuracy (%): 61.040000915527344 	 Test Accuracy (%): 47.040000915527344	 gHg: 46.03007507324219	 smoothness 18.824983596801758	 sharpness 28.54357147216797
==> Epoch 1664/2000
==> Test
Train Loss 1.0691817998886108	 Train Accuracy (%): 61.02000045776367 	 Test Accuracy (%): 46.38999938964844	 gHg: 54.80500793457031	 smoothness 19.08348274230957	 sharpness 30.648540496826172
==> Epoch 1665/2000
==> Test
Train Loss 1.0913907289505005	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 46.70000076293945	 gHg: 54.736358642578125	 smoothness 19.15855598449707	 sharpness 30.04239845275879
==> Epoch 1666/2000
==> Test
Train Loss 1.0923572778701782	 Train Accuracy (%): 60.540000915527344 	 Test Accuracy (%): 46.15999984741211	 gHg: 56.292293548583984	 smoothness 19.03209686279297	 sharpness 30.929134368896484
==> Epoch 1667/2000
==> Test
Train Loss 1.095603108406067	 Train Accuracy (%): 60.2599983215332 	 Test Accuracy (%): 46.68000030517578	 gHg: 60.53911590576172	 smoothness 19.165542602539062	 sharpness 30.235145568847656
==> Epoch 1668/2000
==> Test
Train Loss 1.095680832862854	 Train Accuracy (%): 59.7599983215332 	 Test Accuracy (%): 45.939998626708984	 gHg: 58.765777587890625	 smoothness 18.896595001220703	 sharpness 30.226238250732422
==> Epoch 1669/2000
==> Test
Train Loss 1.1000168323516846	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 46.09000015258789	 gHg: 69.17294311523438	 smoothness 19.25265884399414	 sharpness 30.418428421020508
==> Epoch 1670/2000
==> Test
Train Loss 1.1117366552352905	 Train Accuracy (%): 59.68000030517578 	 Test Accuracy (%): 45.79999923706055	 gHg: 68.76954650878906	 smoothness 19.30323028564453	 sharpness 29.770872116088867
==> Epoch 1671/2000
==> Test
Train Loss 1.0972238779067993	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 45.959999084472656	 gHg: 67.88536071777344	 smoothness 18.892183303833008	 sharpness 29.370952606201172
==> Epoch 1672/2000
==> Test
Train Loss 1.1105482578277588	 Train Accuracy (%): 59.15999984741211 	 Test Accuracy (%): 45.84000015258789	 gHg: 73.3442611694336	 smoothness 19.03615951538086	 sharpness 27.807981491088867
==> Epoch 1673/2000
==> Test
Train Loss 1.1147247552871704	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 45.75	 gHg: 66.20370483398438	 smoothness 18.90702247619629	 sharpness 28.867115020751953
==> Epoch 1674/2000
==> Test
Train Loss 1.0979562997817993	 Train Accuracy (%): 59.099998474121094 	 Test Accuracy (%): 46.209999084472656	 gHg: 68.86669921875	 smoothness 19.01802635192871	 sharpness 28.052480697631836
==> Epoch 1675/2000
==> Test
Train Loss 1.1020647287368774	 Train Accuracy (%): 59.459999084472656 	 Test Accuracy (%): 46.36000061035156	 gHg: 64.34423828125	 smoothness 18.91043472290039	 sharpness 29.941545486450195
==> Epoch 1676/2000
==> Test
Train Loss 1.0972099304199219	 Train Accuracy (%): 60.279998779296875 	 Test Accuracy (%): 46.4900016784668	 gHg: 57.871246337890625	 smoothness 18.59784698486328	 sharpness 27.26080894470215
==> Epoch 1677/2000
==> Test
Train Loss 1.0852431058883667	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 46.47999954223633	 gHg: 54.360389709472656	 smoothness 18.71422576904297	 sharpness 29.692609786987305
==> Epoch 1678/2000
==> Test
Train Loss 1.0834145545959473	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 46.58000183105469	 gHg: 48.448280334472656	 smoothness 18.401700973510742	 sharpness 26.259733200073242
==> Epoch 1679/2000
==> Test
Train Loss 1.0771353244781494	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 46.939998626708984	 gHg: 37.73429489135742	 smoothness 18.01751136779785	 sharpness 28.376136779785156
==> Epoch 1680/2000
==> Test
Train Loss 1.0529797077178955	 Train Accuracy (%): 61.86000061035156 	 Test Accuracy (%): 46.93000030517578	 gHg: 39.442604064941406	 smoothness 18.46561050415039	 sharpness 27.342287063598633
==> Epoch 1681/2000
==> Test
Train Loss 1.0681556463241577	 Train Accuracy (%): 61.720001220703125 	 Test Accuracy (%): 46.849998474121094	 gHg: 38.40084457397461	 smoothness 18.705812454223633	 sharpness 27.644256591796875
==> Epoch 1682/2000
==> Test
Train Loss 1.0695469379425049	 Train Accuracy (%): 61.2599983215332 	 Test Accuracy (%): 46.959999084472656	 gHg: 47.336402893066406	 smoothness 18.831222534179688	 sharpness 29.719881057739258
==> Epoch 1683/2000
==> Test
Train Loss 1.07973313331604	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 46.599998474121094	 gHg: 52.850589752197266	 smoothness 19.328664779663086	 sharpness 30.01896095275879
==> Epoch 1684/2000
==> Test
Train Loss 1.0812854766845703	 Train Accuracy (%): 60.540000915527344 	 Test Accuracy (%): 46.45000076293945	 gHg: 57.52382278442383	 smoothness 19.3121395111084	 sharpness 29.30965232849121
==> Epoch 1685/2000
==> Test
Train Loss 1.0989305973052979	 Train Accuracy (%): 60.79999923706055 	 Test Accuracy (%): 46.2599983215332	 gHg: 78.13191223144531	 smoothness 19.982757568359375	 sharpness 31.24195671081543
==> Epoch 1686/2000
==> Test
Train Loss 1.1207191944122314	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.220001220703125	 gHg: 81.7420654296875	 smoothness 19.784685134887695	 sharpness 30.1954402923584
==> Epoch 1687/2000
==> Test
Train Loss 1.1229581832885742	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 45.45000076293945	 gHg: 83.761474609375	 smoothness 19.073625564575195	 sharpness 30.895336151123047
==> Epoch 1688/2000
==> Test
Train Loss 1.1206629276275635	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 46.52000045776367	 gHg: 76.80634307861328	 smoothness 18.931346893310547	 sharpness 27.599891662597656
==> Epoch 1689/2000
==> Test
Train Loss 1.1124022006988525	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 45.95000076293945	 gHg: 65.12681579589844	 smoothness 18.61719512939453	 sharpness 28.8441104888916
==> Epoch 1690/2000
==> Test
Train Loss 1.091600775718689	 Train Accuracy (%): 60.34000015258789 	 Test Accuracy (%): 46.86000061035156	 gHg: 62.0855712890625	 smoothness 18.583765029907227	 sharpness 27.837657928466797
==> Epoch 1691/2000
==> Test
Train Loss 1.0871195793151855	 Train Accuracy (%): 61.13999938964844 	 Test Accuracy (%): 46.29999923706055	 gHg: 51.743995666503906	 smoothness 18.53000259399414	 sharpness 28.899192810058594
==> Epoch 1692/2000
==> Test
Train Loss 1.0683155059814453	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 47.040000915527344	 gHg: 48.44031524658203	 smoothness 18.335521697998047	 sharpness 27.499160766601562
==> Epoch 1693/2000
==> Test
Train Loss 1.0630288124084473	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 46.4900016784668	 gHg: 45.40845489501953	 smoothness 18.71448516845703	 sharpness 28.170684814453125
==> Epoch 1694/2000
==> Test
Train Loss 1.0766832828521729	 Train Accuracy (%): 61.459999084472656 	 Test Accuracy (%): 47.11000061035156	 gHg: 50.66102600097656	 smoothness 18.907766342163086	 sharpness 27.936742782592773
==> Epoch 1695/2000
==> Test
Train Loss 1.0737539529800415	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 46.02000045776367	 gHg: 46.053462982177734	 smoothness 18.76796531677246	 sharpness 26.62195587158203
==> Epoch 1696/2000
==> Test
Train Loss 1.075208306312561	 Train Accuracy (%): 61.619998931884766 	 Test Accuracy (%): 47.470001220703125	 gHg: 54.91548538208008	 smoothness 18.806339263916016	 sharpness 28.664640426635742
==> Epoch 1697/2000
==> Test
Train Loss 1.0755212306976318	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 45.720001220703125	 gHg: 49.590301513671875	 smoothness 19.005136489868164	 sharpness 27.20775604248047
==> Epoch 1698/2000
==> Test
Train Loss 1.0820223093032837	 Train Accuracy (%): 60.279998779296875 	 Test Accuracy (%): 46.939998626708984	 gHg: 79.04428100585938	 smoothness 19.82010841369629	 sharpness 31.555675506591797
==> Epoch 1699/2000
==> Test
Train Loss 1.1105296611785889	 Train Accuracy (%): 60.2400016784668 	 Test Accuracy (%): 45.099998474121094	 gHg: 65.46851348876953	 smoothness 19.571029663085938	 sharpness 28.461898803710938
==> Epoch 1700/2000
==> Test
Train Loss 1.0992259979248047	 Train Accuracy (%): 60.7599983215332 	 Test Accuracy (%): 46.400001525878906	 gHg: 113.65861511230469	 smoothness 19.710010528564453	 sharpness 33.241233825683594
==> Epoch 1701/2000
==> Test
Train Loss 1.1461613178253174	 Train Accuracy (%): 59.13999938964844 	 Test Accuracy (%): 45.040000915527344	 gHg: 78.45516204833984	 smoothness 19.246850967407227	 sharpness 28.666898727416992
==> Epoch 1702/2000
==> Test
Train Loss 1.1173874139785767	 Train Accuracy (%): 60.15999984741211 	 Test Accuracy (%): 45.97999954223633	 gHg: 127.52259063720703	 smoothness 19.26787567138672	 sharpness 33.304344177246094
==> Epoch 1703/2000
==> Test
Train Loss 1.1454437971115112	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 45.189998626708984	 gHg: 82.26422119140625	 smoothness 19.052078247070312	 sharpness 29.672739028930664
==> Epoch 1704/2000
==> Test
Train Loss 1.1169712543487549	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 46.52000045776367	 gHg: 101.4054183959961	 smoothness 18.683794021606445	 sharpness 29.738033294677734
==> Epoch 1705/2000
==> Test
Train Loss 1.1291773319244385	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 45.83000183105469	 gHg: 69.81082916259766	 smoothness 18.731334686279297	 sharpness 29.24349594116211
==> Epoch 1706/2000
==> Test
Train Loss 1.1016119718551636	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 47.5	 gHg: 57.72315216064453	 smoothness 17.859926223754883	 sharpness 27.849258422851562
==> Epoch 1707/2000
==> Test
Train Loss 1.0745000839233398	 Train Accuracy (%): 62.560001373291016 	 Test Accuracy (%): 46.34000015258789	 gHg: 43.108619689941406	 smoothness 18.03624725341797	 sharpness 27.928741455078125
==> Epoch 1708/2000
==> Test
Train Loss 1.063551902770996	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 48.02000045776367	 gHg: 42.47760009765625	 smoothness 18.27933120727539	 sharpness 26.924516677856445
==> Epoch 1709/2000
==> Test
Train Loss 1.0781036615371704	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 46.540000915527344	 gHg: 41.88654327392578	 smoothness 18.727346420288086	 sharpness 28.611953735351562
==> Epoch 1710/2000
==> Test
Train Loss 1.0664561986923218	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 47.9900016784668	 gHg: 43.14748764038086	 smoothness 18.764936447143555	 sharpness 27.46031379699707
==> Epoch 1711/2000
==> Test
Train Loss 1.0630998611450195	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 46.540000915527344	 gHg: 42.122413635253906	 smoothness 18.58571434020996	 sharpness 28.984766006469727
==> Epoch 1712/2000
==> Test
Train Loss 1.0603052377700806	 Train Accuracy (%): 62.31999969482422 	 Test Accuracy (%): 47.709999084472656	 gHg: 41.934059143066406	 smoothness 18.843839645385742	 sharpness 28.01609230041504
==> Epoch 1713/2000
==> Test
Train Loss 1.059720516204834	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 46.38999938964844	 gHg: 54.207889556884766	 smoothness 19.045486450195312	 sharpness 30.58266258239746
==> Epoch 1714/2000
==> Test
Train Loss 1.0738706588745117	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 47.540000915527344	 gHg: 45.998531341552734	 smoothness 18.970190048217773	 sharpness 26.47160530090332
==> Epoch 1715/2000
==> Test
Train Loss 1.0685211420059204	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 46.5	 gHg: 58.96638488769531	 smoothness 18.9617862701416	 sharpness 30.145151138305664
==> Epoch 1716/2000
==> Test
Train Loss 1.076736330986023	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 47.36000061035156	 gHg: 52.09890365600586	 smoothness 18.918846130371094	 sharpness 27.546979904174805
==> Epoch 1717/2000
==> Test
Train Loss 1.0800212621688843	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 46.189998626708984	 gHg: 62.56096649169922	 smoothness 19.19179916381836	 sharpness 29.88421630859375
==> Epoch 1718/2000
==> Test
Train Loss 1.0904208421707153	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 46.83000183105469	 gHg: 76.65811920166016	 smoothness 19.532394409179688	 sharpness 30.010509490966797
==> Epoch 1719/2000
==> Test
Train Loss 1.0939396619796753	 Train Accuracy (%): 59.63999938964844 	 Test Accuracy (%): 45.70000076293945	 gHg: 68.34068298339844	 smoothness 19.119491577148438	 sharpness 28.858898162841797
==> Epoch 1720/2000
==> Test
Train Loss 1.1163712739944458	 Train Accuracy (%): 59.560001373291016 	 Test Accuracy (%): 45.970001220703125	 gHg: 91.343505859375	 smoothness 19.619110107421875	 sharpness 30.667877197265625
==> Epoch 1721/2000
==> Test
Train Loss 1.1101975440979004	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 45.31999969482422	 gHg: 73.45765686035156	 smoothness 19.00108528137207	 sharpness 28.019681930541992
==> Epoch 1722/2000
==> Test
Train Loss 1.0969288349151611	 Train Accuracy (%): 60.79999923706055 	 Test Accuracy (%): 46.130001068115234	 gHg: 85.65550994873047	 smoothness 19.07834815979004	 sharpness 30.169828414916992
==> Epoch 1723/2000
==> Test
Train Loss 1.10896635055542	 Train Accuracy (%): 59.29999923706055 	 Test Accuracy (%): 46.13999938964844	 gHg: 72.19769287109375	 smoothness 18.87474250793457	 sharpness 28.270137786865234
==> Epoch 1724/2000
==> Test
Train Loss 1.0968166589736938	 Train Accuracy (%): 60.15999984741211 	 Test Accuracy (%): 46.4900016784668	 gHg: 69.46317291259766	 smoothness 18.65162467956543	 sharpness 29.48067855834961
==> Epoch 1725/2000
==> Test
Train Loss 1.0829455852508545	 Train Accuracy (%): 60.599998474121094 	 Test Accuracy (%): 46.709999084472656	 gHg: 61.78662872314453	 smoothness 18.631624221801758	 sharpness 28.58598518371582
==> Epoch 1726/2000
==> Test
Train Loss 1.0846388339996338	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 46.709999084472656	 gHg: 54.99391555786133	 smoothness 18.3978271484375	 sharpness 28.916133880615234
==> Epoch 1727/2000
==> Test
Train Loss 1.0723376274108887	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 47.06999969482422	 gHg: 47.68926239013672	 smoothness 18.502342224121094	 sharpness 26.515830993652344
==> Epoch 1728/2000
==> Test
Train Loss 1.0664204359054565	 Train Accuracy (%): 62.7599983215332 	 Test Accuracy (%): 46.650001525878906	 gHg: 49.747528076171875	 smoothness 18.766298294067383	 sharpness 28.27093505859375
==> Epoch 1729/2000
==> Test
Train Loss 1.0760002136230469	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 47.61000061035156	 gHg: 40.36882019042969	 smoothness 18.412118911743164	 sharpness 27.748897552490234
==> Epoch 1730/2000
==> Test
Train Loss 1.055336833000183	 Train Accuracy (%): 63.439998626708984 	 Test Accuracy (%): 47.0099983215332	 gHg: 45.595603942871094	 smoothness 18.48271942138672	 sharpness 28.935211181640625
==> Epoch 1731/2000
==> Test
Train Loss 1.056663990020752	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 47.72999954223633	 gHg: 36.252899169921875	 smoothness 18.574256896972656	 sharpness 27.88997459411621
==> Epoch 1732/2000
==> Test
Train Loss 1.0381125211715698	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 46.33000183105469	 gHg: 48.458805084228516	 smoothness 18.94601821899414	 sharpness 29.600719451904297
==> Epoch 1733/2000
==> Test
Train Loss 1.0568270683288574	 Train Accuracy (%): 62.31999969482422 	 Test Accuracy (%): 47.880001068115234	 gHg: 40.49627685546875	 smoothness 18.92354965209961	 sharpness 27.76978874206543
==> Epoch 1734/2000
==> Test
Train Loss 1.046811580657959	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 46.2599983215332	 gHg: 54.792755126953125	 smoothness 18.7571964263916	 sharpness 31.309541702270508
==> Epoch 1735/2000
==> Test
Train Loss 1.0741825103759766	 Train Accuracy (%): 60.900001525878906 	 Test Accuracy (%): 47.880001068115234	 gHg: 40.25116729736328	 smoothness 18.62362289428711	 sharpness 28.244138717651367
==> Epoch 1736/2000
==> Test
Train Loss 1.033042311668396	 Train Accuracy (%): 63.52000045776367 	 Test Accuracy (%): 46.459999084472656	 gHg: 58.21744918823242	 smoothness 18.966482162475586	 sharpness 31.18047332763672
==> Epoch 1737/2000
==> Test
Train Loss 1.074101448059082	 Train Accuracy (%): 61.63999938964844 	 Test Accuracy (%): 47.869998931884766	 gHg: 51.13372039794922	 smoothness 19.45746421813965	 sharpness 28.138710021972656
==> Epoch 1738/2000
==> Test
Train Loss 1.0607727766036987	 Train Accuracy (%): 62.599998474121094 	 Test Accuracy (%): 45.70000076293945	 gHg: 82.14068603515625	 smoothness 19.78875732421875	 sharpness 31.869556427001953
==> Epoch 1739/2000
==> Test
Train Loss 1.1017355918884277	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 47.27000045776367	 gHg: 82.57461547851562	 smoothness 20.00442886352539	 sharpness 29.65957260131836
==> Epoch 1740/2000
==> Test
Train Loss 1.1119213104248047	 Train Accuracy (%): 59.540000915527344 	 Test Accuracy (%): 45.099998474121094	 gHg: 107.32467651367188	 smoothness 19.89506721496582	 sharpness 31.06496810913086
==> Epoch 1741/2000
==> Test
Train Loss 1.1353206634521484	 Train Accuracy (%): 58.63999938964844 	 Test Accuracy (%): 46.869998931884766	 gHg: 97.90188598632812	 smoothness 19.563547134399414	 sharpness 30.968027114868164
==> Epoch 1742/2000
==> Test
Train Loss 1.1321020126342773	 Train Accuracy (%): 59.29999923706055 	 Test Accuracy (%): 45.02000045776367	 gHg: 107.17333984375	 smoothness 18.9592342376709	 sharpness 28.992704391479492
==> Epoch 1743/2000
==> Test
Train Loss 1.1279531717300415	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 47.119998931884766	 gHg: 63.057064056396484	 smoothness 18.29849624633789	 sharpness 28.37460708618164
==> Epoch 1744/2000
==> Test
Train Loss 1.0750864744186401	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 46.33000183105469	 gHg: 65.56659698486328	 smoothness 18.014934539794922	 sharpness 26.741823196411133
==> Epoch 1745/2000
==> Test
Train Loss 1.0850164890289307	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 47.43000030517578	 gHg: 39.0357780456543	 smoothness 18.13957405090332	 sharpness 26.18152618408203
==> Epoch 1746/2000
==> Test
Train Loss 1.0596786737442017	 Train Accuracy (%): 61.720001220703125 	 Test Accuracy (%): 47.279998779296875	 gHg: 47.787506103515625	 smoothness 17.977005004882812	 sharpness 26.283105850219727
==> Epoch 1747/2000
==> Test
Train Loss 1.064085602760315	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 47.66999816894531	 gHg: 38.96198272705078	 smoothness 18.696409225463867	 sharpness 26.137821197509766
==> Epoch 1748/2000
==> Test
Train Loss 1.0479387044906616	 Train Accuracy (%): 62.040000915527344 	 Test Accuracy (%): 46.75	 gHg: 50.78562927246094	 smoothness 18.812379837036133	 sharpness 27.4083194732666
==> Epoch 1749/2000
==> Test
Train Loss 1.0669599771499634	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 47.0099983215332	 gHg: 49.01837921142578	 smoothness 19.360597610473633	 sharpness 27.025880813598633
==> Epoch 1750/2000
==> Test
Train Loss 1.0620814561843872	 Train Accuracy (%): 61.540000915527344 	 Test Accuracy (%): 46.7599983215332	 gHg: 64.04319763183594	 smoothness 19.25831413269043	 sharpness 28.368148803710938
==> Epoch 1751/2000
==> Test
Train Loss 1.0783908367156982	 Train Accuracy (%): 61.31999969482422 	 Test Accuracy (%): 46.61000061035156	 gHg: 60.883934020996094	 smoothness 19.503002166748047	 sharpness 28.110687255859375
==> Epoch 1752/2000
==> Test
Train Loss 1.0842162370681763	 Train Accuracy (%): 60.58000183105469 	 Test Accuracy (%): 46.880001068115234	 gHg: 81.18307495117188	 smoothness 19.43709945678711	 sharpness 29.578611373901367
==> Epoch 1753/2000
==> Test
Train Loss 1.1007797718048096	 Train Accuracy (%): 61.18000030517578 	 Test Accuracy (%): 46.380001068115234	 gHg: 66.44611358642578	 smoothness 19.215463638305664	 sharpness 28.866607666015625
==> Epoch 1754/2000
==> Test
Train Loss 1.0809522867202759	 Train Accuracy (%): 61.279998779296875 	 Test Accuracy (%): 46.7400016784668	 gHg: 85.68275451660156	 smoothness 19.03437042236328	 sharpness 30.4840030670166
==> Epoch 1755/2000
==> Test
Train Loss 1.090287685394287	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 46.52000045776367	 gHg: 67.07430267333984	 smoothness 19.179702758789062	 sharpness 29.391481399536133
==> Epoch 1756/2000
==> Test
Train Loss 1.0843044519424438	 Train Accuracy (%): 61.119998931884766 	 Test Accuracy (%): 47.0	 gHg: 94.58494567871094	 smoothness 19.422067642211914	 sharpness 30.139020919799805
==> Epoch 1757/2000
==> Test
Train Loss 1.105587124824524	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 46.290000915527344	 gHg: 72.70427703857422	 smoothness 19.197336196899414	 sharpness 30.394094467163086
==> Epoch 1758/2000
==> Test
Train Loss 1.0715218782424927	 Train Accuracy (%): 62.15999984741211 	 Test Accuracy (%): 47.31999969482422	 gHg: 71.09877014160156	 smoothness 18.44017791748047	 sharpness 28.65325164794922
==> Epoch 1759/2000
==> Test
Train Loss 1.0789530277252197	 Train Accuracy (%): 61.58000183105469 	 Test Accuracy (%): 46.18000030517578	 gHg: 65.52896118164062	 smoothness 18.848936080932617	 sharpness 29.862987518310547
==> Epoch 1760/2000
==> Test
Train Loss 1.0837185382843018	 Train Accuracy (%): 61.29999923706055 	 Test Accuracy (%): 47.810001373291016	 gHg: 67.969482421875	 smoothness 19.099567413330078	 sharpness 28.197534561157227
==> Epoch 1761/2000
==> Test
Train Loss 1.077105164527893	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 45.90999984741211	 gHg: 68.78182983398438	 smoothness 18.866657257080078	 sharpness 30.60769271850586
==> Epoch 1762/2000
==> Test
Train Loss 1.0856703519821167	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 47.61000061035156	 gHg: 57.75291061401367	 smoothness 18.581443786621094	 sharpness 27.98711395263672
==> Epoch 1763/2000
==> Test
Train Loss 1.0689791440963745	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 45.81999969482422	 gHg: 55.588134765625	 smoothness 18.504106521606445	 sharpness 29.14473533630371
==> Epoch 1764/2000
==> Test
Train Loss 1.0598187446594238	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 47.599998474121094	 gHg: 53.77522659301758	 smoothness 18.6607608795166	 sharpness 27.917760848999023
==> Epoch 1765/2000
==> Test
Train Loss 1.0586354732513428	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 45.810001373291016	 gHg: 49.65233612060547	 smoothness 18.706253051757812	 sharpness 28.510826110839844
==> Epoch 1766/2000
==> Test
Train Loss 1.0702873468399048	 Train Accuracy (%): 61.91999816894531 	 Test Accuracy (%): 47.18000030517578	 gHg: 59.10614013671875	 smoothness 19.033281326293945	 sharpness 27.890336990356445
==> Epoch 1767/2000
==> Test
Train Loss 1.0611793994903564	 Train Accuracy (%): 61.619998931884766 	 Test Accuracy (%): 45.7400016784668	 gHg: 54.37671661376953	 smoothness 19.09016227722168	 sharpness 28.921558380126953
==> Epoch 1768/2000
==> Test
Train Loss 1.060796856880188	 Train Accuracy (%): 61.619998931884766 	 Test Accuracy (%): 47.79999923706055	 gHg: 66.4698257446289	 smoothness 19.26441764831543	 sharpness 28.27769660949707
==> Epoch 1769/2000
==> Test
Train Loss 1.0766105651855469	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 45.63999938964844	 gHg: 57.63081741333008	 smoothness 19.074142456054688	 sharpness 29.049020767211914
==> Epoch 1770/2000
==> Test
Train Loss 1.0681982040405273	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 47.70000076293945	 gHg: 67.67237091064453	 smoothness 19.08246421813965	 sharpness 29.439828872680664
==> Epoch 1771/2000
==> Test
Train Loss 1.0750154256820679	 Train Accuracy (%): 61.099998474121094 	 Test Accuracy (%): 46.029998779296875	 gHg: 58.35126495361328	 smoothness 18.891651153564453	 sharpness 28.087921142578125
==> Epoch 1772/2000
==> Test
Train Loss 1.0599662065505981	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 47.61000061035156	 gHg: 64.36861419677734	 smoothness 18.745996475219727	 sharpness 30.031940460205078
==> Epoch 1773/2000
==> Test
Train Loss 1.0752744674682617	 Train Accuracy (%): 60.779998779296875 	 Test Accuracy (%): 46.0	 gHg: 51.02826690673828	 smoothness 18.71994972229004	 sharpness 27.141817092895508
==> Epoch 1774/2000
==> Test
Train Loss 1.060106873512268	 Train Accuracy (%): 61.86000061035156 	 Test Accuracy (%): 47.04999923706055	 gHg: 70.39985656738281	 smoothness 19.258848190307617	 sharpness 30.74978256225586
==> Epoch 1775/2000
==> Test
Train Loss 1.0833200216293335	 Train Accuracy (%): 60.97999954223633 	 Test Accuracy (%): 45.84000015258789	 gHg: 64.70858764648438	 smoothness 19.53792381286621	 sharpness 27.298608779907227
==> Epoch 1776/2000
==> Test
Train Loss 1.0810073614120483	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 47.220001220703125	 gHg: 75.20122528076172	 smoothness 19.10830307006836	 sharpness 30.436655044555664
==> Epoch 1777/2000
==> Test
Train Loss 1.0696516036987305	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 46.380001068115234	 gHg: 63.137168884277344	 smoothness 18.967437744140625	 sharpness 24.84004020690918
==> Epoch 1778/2000
==> Test
Train Loss 1.0812844038009644	 Train Accuracy (%): 60.7599983215332 	 Test Accuracy (%): 46.790000915527344	 gHg: 78.15584564208984	 smoothness 19.273609161376953	 sharpness 30.7939453125
==> Epoch 1779/2000
==> Test
Train Loss 1.0800470113754272	 Train Accuracy (%): 61.099998474121094 	 Test Accuracy (%): 46.81999969482422	 gHg: 63.770851135253906	 smoothness 18.998497009277344	 sharpness 25.52846336364746
==> Epoch 1780/2000
==> Test
Train Loss 1.0770196914672852	 Train Accuracy (%): 61.15999984741211 	 Test Accuracy (%): 46.65999984741211	 gHg: 69.27775573730469	 smoothness 18.806686401367188	 sharpness 30.248292922973633
==> Epoch 1781/2000
==> Test
Train Loss 1.0841349363327026	 Train Accuracy (%): 61.040000915527344 	 Test Accuracy (%): 46.380001068115234	 gHg: 63.67427062988281	 smoothness 19.064456939697266	 sharpness 28.239912033081055
==> Epoch 1782/2000
==> Test
Train Loss 1.074889063835144	 Train Accuracy (%): 61.13999938964844 	 Test Accuracy (%): 46.439998626708984	 gHg: 64.74977111816406	 smoothness 18.696975708007812	 sharpness 30.56690216064453
==> Epoch 1783/2000
==> Test
Train Loss 1.0489559173583984	 Train Accuracy (%): 62.15999984741211 	 Test Accuracy (%): 47.0	 gHg: 47.62818145751953	 smoothness 18.120424270629883	 sharpness 26.97918701171875
==> Epoch 1784/2000
==> Test
Train Loss 1.0440025329589844	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 46.58000183105469	 gHg: 45.66390609741211	 smoothness 18.083377838134766	 sharpness 25.962413787841797
==> Epoch 1785/2000
==> Test
Train Loss 1.0531201362609863	 Train Accuracy (%): 61.939998626708984 	 Test Accuracy (%): 47.11000061035156	 gHg: 41.241397857666016	 smoothness 18.385406494140625	 sharpness 28.233478546142578
==> Epoch 1786/2000
==> Test
Train Loss 1.0506786108016968	 Train Accuracy (%): 62.5 	 Test Accuracy (%): 46.560001373291016	 gHg: 46.855796813964844	 smoothness 18.762361526489258	 sharpness 28.971332550048828
==> Epoch 1787/2000
==> Test
Train Loss 1.0460128784179688	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 46.84000015258789	 gHg: 54.37158966064453	 smoothness 18.989587783813477	 sharpness 31.49457359313965
==> Epoch 1788/2000
==> Test
Train Loss 1.047054648399353	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 46.380001068115234	 gHg: 49.30570983886719	 smoothness 18.926801681518555	 sharpness 29.316795349121094
==> Epoch 1789/2000
==> Test
Train Loss 1.0523111820220947	 Train Accuracy (%): 61.68000030517578 	 Test Accuracy (%): 46.81999969482422	 gHg: 75.30082702636719	 smoothness 19.538015365600586	 sharpness 33.688560485839844
==> Epoch 1790/2000
==> Test
Train Loss 1.0761120319366455	 Train Accuracy (%): 61.18000030517578 	 Test Accuracy (%): 46.540000915527344	 gHg: 53.41709518432617	 smoothness 19.142436981201172	 sharpness 29.899045944213867
==> Epoch 1791/2000
==> Test
Train Loss 1.057663917541504	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 47.0099983215332	 gHg: 69.26736450195312	 smoothness 18.746732711791992	 sharpness 32.366695404052734
==> Epoch 1792/2000
==> Test
Train Loss 1.0717875957489014	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 47.16999816894531	 gHg: 52.190101623535156	 smoothness 18.81212043762207	 sharpness 30.614736557006836
==> Epoch 1793/2000
==> Test
Train Loss 1.043902039527893	 Train Accuracy (%): 62.2599983215332 	 Test Accuracy (%): 47.25	 gHg: 49.0507698059082	 smoothness 18.249998092651367	 sharpness 29.79464340209961
==> Epoch 1794/2000
==> Test
Train Loss 1.0531363487243652	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 46.900001525878906	 gHg: 45.89738082885742	 smoothness 18.3823184967041	 sharpness 30.151201248168945
==> Epoch 1795/2000
==> Test
Train Loss 1.0428656339645386	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 47.349998474121094	 gHg: 44.30051803588867	 smoothness 18.6641902923584	 sharpness 29.673847198486328
==> Epoch 1796/2000
==> Test
Train Loss 1.043053388595581	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 46.72999954223633	 gHg: 58.08662033081055	 smoothness 19.235897064208984	 sharpness 31.9176082611084
==> Epoch 1797/2000
==> Test
Train Loss 1.064184308052063	 Train Accuracy (%): 61.68000030517578 	 Test Accuracy (%): 46.9900016784668	 gHg: 50.933067321777344	 smoothness 19.12885856628418	 sharpness 29.530559539794922
==> Epoch 1798/2000
==> Test
Train Loss 1.0318979024887085	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 46.650001525878906	 gHg: 60.36357879638672	 smoothness 18.90766143798828	 sharpness 31.567745208740234
==> Epoch 1799/2000
==> Test
Train Loss 1.0597827434539795	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 46.619998931884766	 gHg: 54.254547119140625	 smoothness 19.219558715820312	 sharpness 28.314842224121094
==> Epoch 1800/2000
==> Test
Train Loss 1.062060832977295	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 46.540000915527344	 gHg: 72.58514404296875	 smoothness 19.459856033325195	 sharpness 32.39341354370117
==> Epoch 1801/2000
==> Test
Train Loss 1.072500228881836	 Train Accuracy (%): 61.459999084472656 	 Test Accuracy (%): 46.5099983215332	 gHg: 58.19642639160156	 smoothness 19.121517181396484	 sharpness 28.76272964477539
==> Epoch 1802/2000
==> Test
Train Loss 1.043562889099121	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 46.380001068115234	 gHg: 73.689453125	 smoothness 18.91221809387207	 sharpness 31.530370712280273
==> Epoch 1803/2000
==> Test
Train Loss 1.0692667961120605	 Train Accuracy (%): 61.31999969482422 	 Test Accuracy (%): 46.630001068115234	 gHg: 51.13800811767578	 smoothness 18.68848991394043	 sharpness 29.140151977539062
==> Epoch 1804/2000
==> Test
Train Loss 1.0367538928985596	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 46.2400016784668	 gHg: 60.572853088378906	 smoothness 18.499500274658203	 sharpness 30.31847381591797
==> Epoch 1805/2000
==> Test
Train Loss 1.058587908744812	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 46.290000915527344	 gHg: 51.83538818359375	 smoothness 18.93061637878418	 sharpness 29.38794708251953
==> Epoch 1806/2000
==> Test
Train Loss 1.064731240272522	 Train Accuracy (%): 60.63999938964844 	 Test Accuracy (%): 46.02000045776367	 gHg: 63.79563903808594	 smoothness 19.23931312561035	 sharpness 30.09133529663086
==> Epoch 1807/2000
==> Test
Train Loss 1.0652680397033691	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 46.060001373291016	 gHg: 74.7762451171875	 smoothness 19.599618911743164	 sharpness 30.33135223388672
==> Epoch 1808/2000
==> Test
Train Loss 1.0844517946243286	 Train Accuracy (%): 60.47999954223633 	 Test Accuracy (%): 46.380001068115234	 gHg: 77.98236846923828	 smoothness 19.32406234741211	 sharpness 29.999555587768555
==> Epoch 1809/2000
==> Test
Train Loss 1.0689550638198853	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 45.81999969482422	 gHg: 82.62844848632812	 smoothness 19.296527862548828	 sharpness 30.348840713500977
==> Epoch 1810/2000
==> Test
Train Loss 1.091912865638733	 Train Accuracy (%): 60.20000076293945 	 Test Accuracy (%): 46.02000045776367	 gHg: 84.97977447509766	 smoothness 19.369733810424805	 sharpness 32.032371520996094
==> Epoch 1811/2000
==> Test
Train Loss 1.0884523391723633	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 46.150001525878906	 gHg: 74.23432922363281	 smoothness 18.805946350097656	 sharpness 28.428462982177734
==> Epoch 1812/2000
==> Test
Train Loss 1.075863242149353	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 46.08000183105469	 gHg: 72.09788513183594	 smoothness 18.648649215698242	 sharpness 31.081506729125977
==> Epoch 1813/2000
==> Test
Train Loss 1.0830259323120117	 Train Accuracy (%): 61.29999923706055 	 Test Accuracy (%): 46.540000915527344	 gHg: 57.42359161376953	 smoothness 18.579683303833008	 sharpness 27.68745994567871
==> Epoch 1814/2000
==> Test
Train Loss 1.0515304803848267	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.369998931884766	 gHg: 69.59713745117188	 smoothness 18.886463165283203	 sharpness 31.395965576171875
==> Epoch 1815/2000
==> Test
Train Loss 1.052575945854187	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 47.04999923706055	 gHg: 45.01780700683594	 smoothness 18.443700790405273	 sharpness 26.09857749938965
==> Epoch 1816/2000
==> Test
Train Loss 1.0391968488693237	 Train Accuracy (%): 62.70000076293945 	 Test Accuracy (%): 46.16999816894531	 gHg: 59.97090148925781	 smoothness 18.598909378051758	 sharpness 30.36498260498047
==> Epoch 1817/2000
==> Test
Train Loss 1.0660802125930786	 Train Accuracy (%): 61.29999923706055 	 Test Accuracy (%): 47.04999923706055	 gHg: 56.335723876953125	 smoothness 19.45720672607422	 sharpness 26.365686416625977
==> Epoch 1818/2000
==> Test
Train Loss 1.0655983686447144	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 46.09000015258789	 gHg: 84.10354614257812	 smoothness 19.696758270263672	 sharpness 32.09078598022461
==> Epoch 1819/2000
==> Test
Train Loss 1.0916359424591064	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 47.36000061035156	 gHg: 73.37165832519531	 smoothness 19.44478416442871	 sharpness 27.295469284057617
==> Epoch 1820/2000
==> Test
Train Loss 1.0776201486587524	 Train Accuracy (%): 61.63999938964844 	 Test Accuracy (%): 46.400001525878906	 gHg: 84.9580078125	 smoothness 19.07517433166504	 sharpness 31.526187896728516
==> Epoch 1821/2000
==> Test
Train Loss 1.0897976160049438	 Train Accuracy (%): 60.7599983215332 	 Test Accuracy (%): 47.5099983215332	 gHg: 76.02054595947266	 smoothness 19.071584701538086	 sharpness 27.275909423828125
==> Epoch 1822/2000
==> Test
Train Loss 1.0685553550720215	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 46.2400016784668	 gHg: 70.5815200805664	 smoothness 18.635517120361328	 sharpness 29.606603622436523
==> Epoch 1823/2000
==> Test
Train Loss 1.0761529207229614	 Train Accuracy (%): 60.779998779296875 	 Test Accuracy (%): 47.52000045776367	 gHg: 60.256256103515625	 smoothness 18.548927307128906	 sharpness 27.016613006591797
==> Epoch 1824/2000
==> Test
Train Loss 1.0564860105514526	 Train Accuracy (%): 62.220001220703125 	 Test Accuracy (%): 46.54999923706055	 gHg: 52.66804504394531	 smoothness 18.47686004638672	 sharpness 29.29755401611328
==> Epoch 1825/2000
==> Test
Train Loss 1.0349674224853516	 Train Accuracy (%): 62.52000045776367 	 Test Accuracy (%): 47.93000030517578	 gHg: 44.519168853759766	 smoothness 18.17460060119629	 sharpness 26.473880767822266
==> Epoch 1826/2000
==> Test
Train Loss 1.0335466861724854	 Train Accuracy (%): 62.79999923706055 	 Test Accuracy (%): 46.79999923706055	 gHg: 35.57787322998047	 smoothness 17.911697387695312	 sharpness 27.836538314819336
==> Epoch 1827/2000
==> Test
Train Loss 1.0163666009902954	 Train Accuracy (%): 64.4800033569336 	 Test Accuracy (%): 47.880001068115234	 gHg: 38.12542724609375	 smoothness 18.2547664642334	 sharpness 27.350181579589844
==> Epoch 1828/2000
==> Test
Train Loss 1.0298973321914673	 Train Accuracy (%): 63.34000015258789 	 Test Accuracy (%): 46.189998626708984	 gHg: 40.23898696899414	 smoothness 18.980382919311523	 sharpness 26.89035415649414
==> Epoch 1829/2000
==> Test
Train Loss 1.0415394306182861	 Train Accuracy (%): 62.0 	 Test Accuracy (%): 47.2400016784668	 gHg: 52.56019592285156	 smoothness 19.042808532714844	 sharpness 29.862091064453125
==> Epoch 1830/2000
==> Test
Train Loss 1.0390530824661255	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 46.029998779296875	 gHg: 53.049415588378906	 smoothness 19.49889373779297	 sharpness 28.148765563964844
==> Epoch 1831/2000
==> Test
Train Loss 1.0418938398361206	 Train Accuracy (%): 61.91999816894531 	 Test Accuracy (%): 46.349998474121094	 gHg: 76.19331359863281	 smoothness 19.675037384033203	 sharpness 31.288793563842773
==> Epoch 1832/2000
==> Test
Train Loss 1.067829966545105	 Train Accuracy (%): 60.900001525878906 	 Test Accuracy (%): 44.97999954223633	 gHg: 77.30150604248047	 smoothness 19.842506408691406	 sharpness 29.048328399658203
==> Epoch 1833/2000
==> Test
Train Loss 1.0839259624481201	 Train Accuracy (%): 60.2599983215332 	 Test Accuracy (%): 45.16999816894531	 gHg: 111.29061889648438	 smoothness 20.015422821044922	 sharpness 31.86290168762207
==> Epoch 1834/2000
==> Test
Train Loss 1.1194534301757812	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 44.36000061035156	 gHg: 107.76068115234375	 smoothness 20.018430709838867	 sharpness 29.20186996459961
==> Epoch 1835/2000
==> Test
Train Loss 1.1350294351577759	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 44.099998474121094	 gHg: 155.04348754882812	 smoothness 20.051021575927734	 sharpness 32.423118591308594
==> Epoch 1836/2000
==> Test
Train Loss 1.1890596151351929	 Train Accuracy (%): 57.31999969482422 	 Test Accuracy (%): 44.52000045776367	 gHg: 132.92486572265625	 smoothness 19.496234893798828	 sharpness 29.577733993530273
==> Epoch 1837/2000
==> Test
Train Loss 1.1556302309036255	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 45.189998626708984	 gHg: 124.95480346679688	 smoothness 18.51219940185547	 sharpness 29.519779205322266
==> Epoch 1838/2000
==> Test
Train Loss 1.122471570968628	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 46.18000030517578	 gHg: 87.00033569335938	 smoothness 17.91625213623047	 sharpness 29.430925369262695
==> Epoch 1839/2000
==> Test
Train Loss 1.081203579902649	 Train Accuracy (%): 60.63999938964844 	 Test Accuracy (%): 46.869998931884766	 gHg: 53.48311233520508	 smoothness 17.41042137145996	 sharpness 26.130115509033203
==> Epoch 1840/2000
==> Test
Train Loss 1.0375635623931885	 Train Accuracy (%): 63.13999938964844 	 Test Accuracy (%): 46.83000183105469	 gHg: 46.301910400390625	 smoothness 17.8120059967041	 sharpness 27.324134826660156
==> Epoch 1841/2000
==> Test
Train Loss 1.0488159656524658	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 47.16999816894531	 gHg: 35.674964904785156	 smoothness 18.029150009155273	 sharpness 25.135778427124023
==> Epoch 1842/2000
==> Test
Train Loss 1.0252163410186768	 Train Accuracy (%): 63.29999923706055 	 Test Accuracy (%): 47.439998626708984	 gHg: 35.569644927978516	 smoothness 18.012178421020508	 sharpness 27.052825927734375
==> Epoch 1843/2000
==> Test
Train Loss 1.0151695013046265	 Train Accuracy (%): 64.37999725341797 	 Test Accuracy (%): 47.040000915527344	 gHg: 31.205175399780273	 smoothness 18.27023696899414	 sharpness 25.72063446044922
==> Epoch 1844/2000
==> Test
Train Loss 1.022632122039795	 Train Accuracy (%): 62.720001220703125 	 Test Accuracy (%): 47.40999984741211	 gHg: 32.91054916381836	 smoothness 18.309375762939453	 sharpness 27.310483932495117
==> Epoch 1845/2000
==> Test
Train Loss 1.019722580909729	 Train Accuracy (%): 63.540000915527344 	 Test Accuracy (%): 47.18000030517578	 gHg: 39.61955261230469	 smoothness 18.880516052246094	 sharpness 25.810401916503906
==> Epoch 1846/2000
==> Test
Train Loss 1.0292075872421265	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 47.560001373291016	 gHg: 43.75153732299805	 smoothness 19.20838737487793	 sharpness 28.54129409790039
==> Epoch 1847/2000
==> Test
Train Loss 1.0243617296218872	 Train Accuracy (%): 64.27999877929688 	 Test Accuracy (%): 46.5099983215332	 gHg: 64.2070541381836	 smoothness 19.5426082611084	 sharpness 28.727031707763672
==> Epoch 1848/2000
==> Test
Train Loss 1.0549625158309937	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 47.4900016784668	 gHg: 52.977684020996094	 smoothness 19.247812271118164	 sharpness 28.14997673034668
==> Epoch 1849/2000
==> Test
Train Loss 1.0487196445465088	 Train Accuracy (%): 62.880001068115234 	 Test Accuracy (%): 46.459999084472656	 gHg: 79.04090118408203	 smoothness 19.4885311126709	 sharpness 28.973270416259766
==> Epoch 1850/2000
==> Test
Train Loss 1.0786865949630737	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 46.52000045776367	 gHg: 79.08783721923828	 smoothness 19.81360626220703	 sharpness 29.625167846679688
==> Epoch 1851/2000
==> Test
Train Loss 1.0976824760437012	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 45.869998931884766	 gHg: 96.03196716308594	 smoothness 19.604887008666992	 sharpness 30.36239242553711
==> Epoch 1852/2000
==> Test
Train Loss 1.1024023294448853	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 47.09000015258789	 gHg: 93.05258178710938	 smoothness 19.16853904724121	 sharpness 29.845918655395508
==> Epoch 1853/2000
==> Test
Train Loss 1.0768980979919434	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 46.11000061035156	 gHg: 75.39386749267578	 smoothness 18.5556697845459	 sharpness 29.48375129699707
==> Epoch 1854/2000
==> Test
Train Loss 1.0606194734573364	 Train Accuracy (%): 62.880001068115234 	 Test Accuracy (%): 47.599998474121094	 gHg: 70.70880126953125	 smoothness 18.506038665771484	 sharpness 29.16347312927246
==> Epoch 1855/2000
==> Test
Train Loss 1.0588611364364624	 Train Accuracy (%): 62.119998931884766 	 Test Accuracy (%): 46.70000076293945	 gHg: 60.022056579589844	 smoothness 18.818817138671875	 sharpness 28.7620792388916
==> Epoch 1856/2000
==> Test
Train Loss 1.0437400341033936	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 47.720001220703125	 gHg: 66.80865478515625	 smoothness 18.76288604736328	 sharpness 28.805583953857422
==> Epoch 1857/2000
==> Test
Train Loss 1.0550756454467773	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 46.88999938964844	 gHg: 52.82398223876953	 smoothness 18.58586311340332	 sharpness 28.54775047302246
==> Epoch 1858/2000
==> Test
Train Loss 1.0418943166732788	 Train Accuracy (%): 63.31999969482422 	 Test Accuracy (%): 47.90999984741211	 gHg: 58.850433349609375	 smoothness 18.748268127441406	 sharpness 28.255538940429688
==> Epoch 1859/2000
==> Test
Train Loss 1.0392345190048218	 Train Accuracy (%): 63.060001373291016 	 Test Accuracy (%): 47.040000915527344	 gHg: 49.573482513427734	 smoothness 18.46854019165039	 sharpness 28.951574325561523
==> Epoch 1860/2000
==> Test
Train Loss 1.037453055381775	 Train Accuracy (%): 63.79999923706055 	 Test Accuracy (%): 47.810001373291016	 gHg: 43.09353256225586	 smoothness 18.133651733398438	 sharpness 28.03401756286621
==> Epoch 1861/2000
==> Test
Train Loss 1.0254707336425781	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 47.20000076293945	 gHg: 37.604087829589844	 smoothness 18.01781463623047	 sharpness 28.183385848999023
==> Epoch 1862/2000
==> Test
Train Loss 1.0245925188064575	 Train Accuracy (%): 63.2599983215332 	 Test Accuracy (%): 48.52000045776367	 gHg: 34.219268798828125	 smoothness 18.136226654052734	 sharpness 26.76203155517578
==> Epoch 1863/2000
==> Test
Train Loss 1.0006802082061768	 Train Accuracy (%): 64.69999694824219 	 Test Accuracy (%): 47.08000183105469	 gHg: 39.345821380615234	 smoothness 18.671857833862305	 sharpness 28.569067001342773
==> Epoch 1864/2000
==> Test
Train Loss 1.0077537298202515	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 47.959999084472656	 gHg: 41.651123046875	 smoothness 18.777324676513672	 sharpness 27.663436889648438
==> Epoch 1865/2000
==> Test
Train Loss 1.0241107940673828	 Train Accuracy (%): 62.91999816894531 	 Test Accuracy (%): 46.29999923706055	 gHg: 54.80182647705078	 smoothness 19.33027458190918	 sharpness 29.568748474121094
==> Epoch 1866/2000
==> Test
Train Loss 1.055391550064087	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 47.439998626708984	 gHg: 69.19429016113281	 smoothness 20.023466110229492	 sharpness 28.872180938720703
==> Epoch 1867/2000
==> Test
Train Loss 1.070518136024475	 Train Accuracy (%): 61.119998931884766 	 Test Accuracy (%): 45.150001525878906	 gHg: 86.01063537597656	 smoothness 20.099668502807617	 sharpness 29.635303497314453
==> Epoch 1868/2000
==> Test
Train Loss 1.0943608283996582	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 46.4900016784668	 gHg: 125.31449890136719	 smoothness 20.351421356201172	 sharpness 30.895944595336914
==> Epoch 1869/2000
==> Test
Train Loss 1.1444659233093262	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 44.5099983215332	 gHg: 103.46340942382812	 smoothness 19.263904571533203	 sharpness 30.26287841796875
==> Epoch 1870/2000
==> Test
Train Loss 1.1036125421524048	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 47.220001220703125	 gHg: 109.8903579711914	 smoothness 18.738414764404297	 sharpness 29.676748275756836
==> Epoch 1871/2000
==> Test
Train Loss 1.101456880569458	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 45.59000015258789	 gHg: 78.48155975341797	 smoothness 18.435522079467773	 sharpness 27.82810401916504
==> Epoch 1872/2000
==> Test
Train Loss 1.0618774890899658	 Train Accuracy (%): 61.720001220703125 	 Test Accuracy (%): 47.66999816894531	 gHg: 69.96138000488281	 smoothness 18.139352798461914	 sharpness 28.714994430541992
==> Epoch 1873/2000
==> Test
Train Loss 1.0541616678237915	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.45000076293945	 gHg: 56.371849060058594	 smoothness 18.283203125	 sharpness 26.167633056640625
==> Epoch 1874/2000
==> Test
Train Loss 1.0356528759002686	 Train Accuracy (%): 63.599998474121094 	 Test Accuracy (%): 47.56999969482422	 gHg: 56.256595611572266	 smoothness 18.619722366333008	 sharpness 28.41438102722168
==> Epoch 1875/2000
==> Test
Train Loss 1.0441937446594238	 Train Accuracy (%): 63.060001373291016 	 Test Accuracy (%): 46.22999954223633	 gHg: 52.583961486816406	 smoothness 18.83892059326172	 sharpness 25.63197135925293
==> Epoch 1876/2000
==> Test
Train Loss 1.035770058631897	 Train Accuracy (%): 62.619998931884766 	 Test Accuracy (%): 47.119998931884766	 gHg: 72.18487548828125	 smoothness 19.538110733032227	 sharpness 29.79745864868164
==> Epoch 1877/2000
==> Test
Train Loss 1.0538619756698608	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 46.400001525878906	 gHg: 61.209556579589844	 smoothness 19.231122970581055	 sharpness 25.333839416503906
==> Epoch 1878/2000
==> Test
Train Loss 1.0421563386917114	 Train Accuracy (%): 62.31999969482422 	 Test Accuracy (%): 47.22999954223633	 gHg: 80.56019592285156	 smoothness 19.17574691772461	 sharpness 30.330181121826172
==> Epoch 1879/2000
==> Test
Train Loss 1.060659408569336	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 46.83000183105469	 gHg: 51.29301452636719	 smoothness 18.569976806640625	 sharpness 25.874956130981445
==> Epoch 1880/2000
==> Test
Train Loss 1.0336790084838867	 Train Accuracy (%): 63.119998931884766 	 Test Accuracy (%): 47.290000915527344	 gHg: 65.02555847167969	 smoothness 18.46533966064453	 sharpness 30.805315017700195
==> Epoch 1881/2000
==> Test
Train Loss 1.0276129245758057	 Train Accuracy (%): 63.31999969482422 	 Test Accuracy (%): 46.900001525878906	 gHg: 42.79827117919922	 smoothness 18.765596389770508	 sharpness 25.168516159057617
==> Epoch 1882/2000
==> Test
Train Loss 1.0229688882827759	 Train Accuracy (%): 64.26000213623047 	 Test Accuracy (%): 47.47999954223633	 gHg: 53.25440216064453	 smoothness 18.471797943115234	 sharpness 29.023876190185547
==> Epoch 1883/2000
==> Test
Train Loss 1.0349260568618774	 Train Accuracy (%): 63.13999938964844 	 Test Accuracy (%): 46.93000030517578	 gHg: 45.14308166503906	 smoothness 18.904281616210938	 sharpness 27.571372985839844
==> Epoch 1884/2000
==> Test
Train Loss 1.0270546674728394	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 47.36000061035156	 gHg: 54.335933685302734	 smoothness 18.82039451599121	 sharpness 26.562606811523438
==> Epoch 1885/2000
==> Test
Train Loss 1.0278260707855225	 Train Accuracy (%): 63.5 	 Test Accuracy (%): 46.58000183105469	 gHg: 52.81194305419922	 smoothness 19.06397247314453	 sharpness 29.99503517150879
==> Epoch 1886/2000
==> Test
Train Loss 1.0330371856689453	 Train Accuracy (%): 62.5 	 Test Accuracy (%): 47.2599983215332	 gHg: 57.44817352294922	 smoothness 19.173095703125	 sharpness 28.387380599975586
==> Epoch 1887/2000
==> Test
Train Loss 1.0413424968719482	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 46.0	 gHg: 76.67621612548828	 smoothness 19.53635025024414	 sharpness 33.06794357299805
==> Epoch 1888/2000
==> Test
Train Loss 1.070980429649353	 Train Accuracy (%): 61.720001220703125 	 Test Accuracy (%): 47.310001373291016	 gHg: 58.183258056640625	 smoothness 19.076017379760742	 sharpness 26.979284286499023
==> Epoch 1889/2000
==> Test
Train Loss 1.0281496047973633	 Train Accuracy (%): 62.400001525878906 	 Test Accuracy (%): 45.439998626708984	 gHg: 79.23889923095703	 smoothness 19.12698745727539	 sharpness 32.11935043334961
==> Epoch 1890/2000
==> Test
Train Loss 1.0619373321533203	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 47.310001373291016	 gHg: 60.766014099121094	 smoothness 18.917137145996094	 sharpness 27.62769889831543
==> Epoch 1891/2000
==> Test
Train Loss 1.039755940437317	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 45.599998474121094	 gHg: 66.02743530273438	 smoothness 18.636539459228516	 sharpness 31.374868392944336
==> Epoch 1892/2000
==> Test
Train Loss 1.0467957258224487	 Train Accuracy (%): 62.900001525878906 	 Test Accuracy (%): 47.2599983215332	 gHg: 55.05485534667969	 smoothness 18.59539222717285	 sharpness 27.52198600769043
==> Epoch 1893/2000
==> Test
Train Loss 1.029149055480957	 Train Accuracy (%): 62.380001068115234 	 Test Accuracy (%): 46.02000045776367	 gHg: 53.2066650390625	 smoothness 18.514402389526367	 sharpness 29.531583786010742
==> Epoch 1894/2000
==> Test
Train Loss 1.0315535068511963	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 46.959999084472656	 gHg: 65.5323486328125	 smoothness 19.342342376708984	 sharpness 28.332853317260742
==> Epoch 1895/2000
==> Test
Train Loss 1.0509711503982544	 Train Accuracy (%): 62.02000045776367 	 Test Accuracy (%): 46.0	 gHg: 62.39019012451172	 smoothness 19.137548446655273	 sharpness 29.493139266967773
==> Epoch 1896/2000
==> Test
Train Loss 1.0524381399154663	 Train Accuracy (%): 62.5 	 Test Accuracy (%): 46.40999984741211	 gHg: 87.83560180664062	 smoothness 19.743818283081055	 sharpness 29.590513229370117
==> Epoch 1897/2000
==> Test
Train Loss 1.0784339904785156	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 45.83000183105469	 gHg: 82.26726531982422	 smoothness 19.65946388244629	 sharpness 30.358394622802734
==> Epoch 1898/2000
==> Test
Train Loss 1.0661553144454956	 Train Accuracy (%): 61.5 	 Test Accuracy (%): 46.38999938964844	 gHg: 95.18040466308594	 smoothness 19.155275344848633	 sharpness 30.377695083618164
==> Epoch 1899/2000
==> Test
Train Loss 1.0789467096328735	 Train Accuracy (%): 61.459999084472656 	 Test Accuracy (%): 46.25	 gHg: 67.13589477539062	 smoothness 18.554489135742188	 sharpness 29.58194351196289
==> Epoch 1900/2000
==> Test
Train Loss 1.0368499755859375	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 47.08000183105469	 gHg: 62.980804443359375	 smoothness 18.175060272216797	 sharpness 27.716976165771484
==> Epoch 1901/2000
==> Test
Train Loss 1.0417062044143677	 Train Accuracy (%): 62.08000183105469 	 Test Accuracy (%): 46.290000915527344	 gHg: 56.7918586730957	 smoothness 18.62990951538086	 sharpness 28.60114097595215
==> Epoch 1902/2000
==> Test
Train Loss 1.0186631679534912	 Train Accuracy (%): 64.0 	 Test Accuracy (%): 47.18000030517578	 gHg: 51.687217712402344	 smoothness 18.55204963684082	 sharpness 26.690595626831055
==> Epoch 1903/2000
==> Test
Train Loss 1.026625156402588	 Train Accuracy (%): 62.939998626708984 	 Test Accuracy (%): 46.81999969482422	 gHg: 57.63710021972656	 smoothness 18.84926986694336	 sharpness 29.417171478271484
==> Epoch 1904/2000
==> Test
Train Loss 1.0292279720306396	 Train Accuracy (%): 62.68000030517578 	 Test Accuracy (%): 47.0	 gHg: 51.11067199707031	 smoothness 18.95113754272461	 sharpness 26.41712188720703
==> Epoch 1905/2000
==> Test
Train Loss 1.023542046546936	 Train Accuracy (%): 63.63999938964844 	 Test Accuracy (%): 46.75	 gHg: 59.819217681884766	 smoothness 19.003442764282227	 sharpness 30.436298370361328
==> Epoch 1906/2000
==> Test
Train Loss 1.0329257249832153	 Train Accuracy (%): 62.560001373291016 	 Test Accuracy (%): 46.540000915527344	 gHg: 54.36824035644531	 smoothness 18.871135711669922	 sharpness 26.380578994750977
==> Epoch 1907/2000
==> Test
Train Loss 1.0363904237747192	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 46.380001068115234	 gHg: 60.39177703857422	 smoothness 18.777864456176758	 sharpness 30.939319610595703
==> Epoch 1908/2000
==> Test
Train Loss 1.0370961427688599	 Train Accuracy (%): 61.900001525878906 	 Test Accuracy (%): 46.33000183105469	 gHg: 60.17155075073242	 smoothness 19.06868553161621	 sharpness 27.47349739074707
==> Epoch 1909/2000
==> Test
Train Loss 1.0308359861373901	 Train Accuracy (%): 63.5 	 Test Accuracy (%): 46.470001220703125	 gHg: 69.16716003417969	 smoothness 19.218894958496094	 sharpness 30.871597290039062
==> Epoch 1910/2000
==> Test
Train Loss 1.0480457544326782	 Train Accuracy (%): 61.2599983215332 	 Test Accuracy (%): 46.029998779296875	 gHg: 73.71275329589844	 smoothness 19.468507766723633	 sharpness 29.03263282775879
==> Epoch 1911/2000
==> Test
Train Loss 1.0421674251556396	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 46.220001220703125	 gHg: 76.1839599609375	 smoothness 19.20355796813965	 sharpness 30.162799835205078
==> Epoch 1912/2000
==> Test
Train Loss 1.0500694513320923	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 45.84000015258789	 gHg: 72.37985229492188	 smoothness 18.92598533630371	 sharpness 30.302854537963867
==> Epoch 1913/2000
==> Test
Train Loss 1.0512402057647705	 Train Accuracy (%): 62.400001525878906 	 Test Accuracy (%): 46.25	 gHg: 76.04039764404297	 smoothness 19.214136123657227	 sharpness 28.493520736694336
==> Epoch 1914/2000
==> Test
Train Loss 1.066001057624817	 Train Accuracy (%): 60.779998779296875 	 Test Accuracy (%): 45.15999984741211	 gHg: 102.14968872070312	 smoothness 19.830392837524414	 sharpness 32.34881591796875
==> Epoch 1915/2000
==> Test
Train Loss 1.0827925205230713	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 46.29999923706055	 gHg: 95.60887908935547	 smoothness 19.23167610168457	 sharpness 28.464025497436523
==> Epoch 1916/2000
==> Test
Train Loss 1.0830061435699463	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 45.400001525878906	 gHg: 92.84597778320312	 smoothness 18.83656883239746	 sharpness 31.294694900512695
==> Epoch 1917/2000
==> Test
Train Loss 1.0934324264526367	 Train Accuracy (%): 61.099998474121094 	 Test Accuracy (%): 46.400001525878906	 gHg: 111.08023071289062	 smoothness 19.403358459472656	 sharpness 31.21898078918457
==> Epoch 1918/2000
==> Test
Train Loss 1.1004489660263062	 Train Accuracy (%): 60.84000015258789 	 Test Accuracy (%): 45.189998626708984	 gHg: 89.2576904296875	 smoothness 19.139678955078125	 sharpness 29.308305740356445
==> Epoch 1919/2000
==> Test
Train Loss 1.0733537673950195	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 46.880001068115234	 gHg: 121.38880920410156	 smoothness 18.977245330810547	 sharpness 32.12889862060547
==> Epoch 1920/2000
==> Test
Train Loss 1.096261978149414	 Train Accuracy (%): 61.619998931884766 	 Test Accuracy (%): 46.15999984741211	 gHg: 70.13748931884766	 smoothness 18.67500114440918	 sharpness 27.9313907623291
==> Epoch 1921/2000
==> Test
Train Loss 1.045657753944397	 Train Accuracy (%): 62.720001220703125 	 Test Accuracy (%): 47.119998931884766	 gHg: 95.02542114257812	 smoothness 18.602060317993164	 sharpness 29.463462829589844
==> Epoch 1922/2000
==> Test
Train Loss 1.0653520822525024	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 46.209999084472656	 gHg: 61.36368942260742	 smoothness 18.816022872924805	 sharpness 28.34847640991211
==> Epoch 1923/2000
==> Test
Train Loss 1.0399020910263062	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 47.400001525878906	 gHg: 75.97606658935547	 smoothness 18.562076568603516	 sharpness 29.117918014526367
==> Epoch 1924/2000
==> Test
Train Loss 1.034317135810852	 Train Accuracy (%): 63.720001220703125 	 Test Accuracy (%): 46.27000045776367	 gHg: 61.202980041503906	 smoothness 18.84390640258789	 sharpness 29.574642181396484
==> Epoch 1925/2000
==> Test
Train Loss 1.0254019498825073	 Train Accuracy (%): 63.20000076293945 	 Test Accuracy (%): 47.849998474121094	 gHg: 65.22441101074219	 smoothness 18.722185134887695	 sharpness 28.695310592651367
==> Epoch 1926/2000
==> Test
Train Loss 1.0213632583618164	 Train Accuracy (%): 63.84000015258789 	 Test Accuracy (%): 46.209999084472656	 gHg: 55.02326202392578	 smoothness 18.5844669342041	 sharpness 28.81621551513672
==> Epoch 1927/2000
==> Test
Train Loss 1.0293234586715698	 Train Accuracy (%): 63.63999938964844 	 Test Accuracy (%): 47.65999984741211	 gHg: 52.45856475830078	 smoothness 18.534574508666992	 sharpness 27.118438720703125
==> Epoch 1928/2000
==> Test
Train Loss 1.0126386880874634	 Train Accuracy (%): 64.19999694824219 	 Test Accuracy (%): 46.61000061035156	 gHg: 54.126190185546875	 smoothness 18.70418930053711	 sharpness 29.5262451171875
==> Epoch 1929/2000
==> Test
Train Loss 1.030523419380188	 Train Accuracy (%): 63.060001373291016 	 Test Accuracy (%): 47.40999984741211	 gHg: 48.97118377685547	 smoothness 18.793949127197266	 sharpness 26.78938102722168
==> Epoch 1930/2000
==> Test
Train Loss 1.031066656112671	 Train Accuracy (%): 63.459999084472656 	 Test Accuracy (%): 46.650001525878906	 gHg: 65.6948013305664	 smoothness 19.44037437438965	 sharpness 29.8896541595459
==> Epoch 1931/2000
==> Test
Train Loss 1.0268135070800781	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 47.56999969482422	 gHg: 59.11695861816406	 smoothness 19.19904327392578	 sharpness 28.858552932739258
==> Epoch 1932/2000
==> Test
Train Loss 1.0315968990325928	 Train Accuracy (%): 62.7599983215332 	 Test Accuracy (%): 46.86000061035156	 gHg: 64.22445678710938	 smoothness 18.94841766357422	 sharpness 29.353307723999023
==> Epoch 1933/2000
==> Test
Train Loss 1.0367401838302612	 Train Accuracy (%): 62.380001068115234 	 Test Accuracy (%): 47.290000915527344	 gHg: 56.103694915771484	 smoothness 18.89444351196289	 sharpness 29.245712280273438
==> Epoch 1934/2000
==> Test
Train Loss 1.024619221687317	 Train Accuracy (%): 63.400001525878906 	 Test Accuracy (%): 46.63999938964844	 gHg: 60.14116668701172	 smoothness 18.806991577148438	 sharpness 28.623836517333984
==> Epoch 1935/2000
==> Test
Train Loss 1.0230073928833008	 Train Accuracy (%): 62.63999938964844 	 Test Accuracy (%): 47.2599983215332	 gHg: 51.69782257080078	 smoothness 18.729145050048828	 sharpness 28.70627212524414
==> Epoch 1936/2000
==> Test
Train Loss 1.0225563049316406	 Train Accuracy (%): 62.20000076293945 	 Test Accuracy (%): 46.31999969482422	 gHg: 56.82268142700195	 smoothness 18.804141998291016	 sharpness 28.556154251098633
==> Epoch 1937/2000
==> Test
Train Loss 1.0259696245193481	 Train Accuracy (%): 62.31999969482422 	 Test Accuracy (%): 46.880001068115234	 gHg: 60.85736083984375	 smoothness 19.083894729614258	 sharpness 27.97419548034668
==> Epoch 1938/2000
==> Test
Train Loss 1.0239813327789307	 Train Accuracy (%): 62.41999816894531 	 Test Accuracy (%): 46.04999923706055	 gHg: 66.4181137084961	 smoothness 19.176212310791016	 sharpness 28.92522430419922
==> Epoch 1939/2000
==> Test
Train Loss 1.0407932996749878	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 46.220001220703125	 gHg: 73.31500244140625	 smoothness 19.450735092163086	 sharpness 29.8800048828125
==> Epoch 1940/2000
==> Test
Train Loss 1.0531396865844727	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 45.68000030517578	 gHg: 75.35030364990234	 smoothness 19.16571807861328	 sharpness 28.815702438354492
==> Epoch 1941/2000
==> Test
Train Loss 1.0483956336975098	 Train Accuracy (%): 62.15999984741211 	 Test Accuracy (%): 46.41999816894531	 gHg: 69.85308074951172	 smoothness 18.75254249572754	 sharpness 30.039518356323242
==> Epoch 1942/2000
==> Test
Train Loss 1.0259640216827393	 Train Accuracy (%): 62.779998779296875 	 Test Accuracy (%): 45.93000030517578	 gHg: 68.08956146240234	 smoothness 18.614545822143555	 sharpness 27.655698776245117
==> Epoch 1943/2000
==> Test
Train Loss 1.0378960371017456	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 46.16999816894531	 gHg: 67.65045166015625	 smoothness 18.970144271850586	 sharpness 29.776878356933594
==> Epoch 1944/2000
==> Test
Train Loss 1.0361562967300415	 Train Accuracy (%): 62.31999969482422 	 Test Accuracy (%): 46.22999954223633	 gHg: 77.81736755371094	 smoothness 19.382709503173828	 sharpness 27.331403732299805
==> Epoch 1945/2000
==> Test
Train Loss 1.0586832761764526	 Train Accuracy (%): 61.31999969482422 	 Test Accuracy (%): 45.27000045776367	 gHg: 91.3871078491211	 smoothness 19.78094482421875	 sharpness 30.7479305267334
==> Epoch 1946/2000
==> Test
Train Loss 1.066582202911377	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 46.029998779296875	 gHg: 93.91741943359375	 smoothness 19.29124641418457	 sharpness 29.868009567260742
==> Epoch 1947/2000
==> Test
Train Loss 1.064903736114502	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 45.40999984741211	 gHg: 78.24553680419922	 smoothness 18.616544723510742	 sharpness 29.5059757232666
==> Epoch 1948/2000
==> Test
Train Loss 1.053175449371338	 Train Accuracy (%): 62.08000183105469 	 Test Accuracy (%): 46.45000076293945	 gHg: 73.5986099243164	 smoothness 18.57460594177246	 sharpness 28.034765243530273
==> Epoch 1949/2000
==> Test
Train Loss 1.0355300903320312	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 45.869998931884766	 gHg: 62.69066619873047	 smoothness 18.48219108581543	 sharpness 27.48670196533203
==> Epoch 1950/2000
==> Test
Train Loss 1.039978265762329	 Train Accuracy (%): 62.91999816894531 	 Test Accuracy (%): 46.5	 gHg: 59.88849639892578	 smoothness 18.628150939941406	 sharpness 26.98378562927246
==> Epoch 1951/2000
==> Test
Train Loss 1.0272046327590942	 Train Accuracy (%): 63.20000076293945 	 Test Accuracy (%): 45.779998779296875	 gHg: 63.78907012939453	 smoothness 19.040807723999023	 sharpness 27.0407657623291
==> Epoch 1952/2000
==> Test
Train Loss 1.023781657218933	 Train Accuracy (%): 63.02000045776367 	 Test Accuracy (%): 46.65999984741211	 gHg: 60.432777404785156	 smoothness 18.963380813598633	 sharpness 26.864255905151367
==> Epoch 1953/2000
==> Test
Train Loss 1.024483323097229	 Train Accuracy (%): 62.880001068115234 	 Test Accuracy (%): 45.869998931884766	 gHg: 63.88081741333008	 smoothness 18.809741973876953	 sharpness 27.77610969543457
==> Epoch 1954/2000
==> Test
Train Loss 1.040247917175293	 Train Accuracy (%): 62.52000045776367 	 Test Accuracy (%): 46.84000015258789	 gHg: 68.6480941772461	 smoothness 19.254745483398438	 sharpness 29.03041648864746
==> Epoch 1955/2000
==> Test
Train Loss 1.0255663394927979	 Train Accuracy (%): 63.7599983215332 	 Test Accuracy (%): 46.02000045776367	 gHg: 65.9720458984375	 smoothness 18.91676902770996	 sharpness 28.528024673461914
==> Epoch 1956/2000
==> Test
Train Loss 1.0301719903945923	 Train Accuracy (%): 62.63999938964844 	 Test Accuracy (%): 47.13999938964844	 gHg: 70.07090759277344	 smoothness 18.91826820373535	 sharpness 31.21347999572754
==> Epoch 1957/2000
==> Test
Train Loss 1.0397357940673828	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 46.75	 gHg: 57.088531494140625	 smoothness 18.687023162841797	 sharpness 25.140296936035156
==> Epoch 1958/2000
==> Test
Train Loss 1.0205233097076416	 Train Accuracy (%): 63.619998931884766 	 Test Accuracy (%): 47.209999084472656	 gHg: 62.63360595703125	 smoothness 18.587535858154297	 sharpness 30.828266143798828
==> Epoch 1959/2000
==> Test
Train Loss 1.012555480003357	 Train Accuracy (%): 63.91999816894531 	 Test Accuracy (%): 46.790000915527344	 gHg: 46.58085250854492	 smoothness 18.626684188842773	 sharpness 27.952550888061523
==> Epoch 1960/2000
==> Test
Train Loss 1.015107274055481	 Train Accuracy (%): 64.13999938964844 	 Test Accuracy (%): 47.029998779296875	 gHg: 62.62674331665039	 smoothness 18.976564407348633	 sharpness 30.954496383666992
==> Epoch 1961/2000
==> Test
Train Loss 1.009181022644043	 Train Accuracy (%): 63.599998474121094 	 Test Accuracy (%): 46.40999984741211	 gHg: 45.887447357177734	 smoothness 18.755393981933594	 sharpness 27.661239624023438
==> Epoch 1962/2000
==> Test
Train Loss 1.0089926719665527	 Train Accuracy (%): 64.37999725341797 	 Test Accuracy (%): 47.25	 gHg: 60.164955139160156	 smoothness 18.85539436340332	 sharpness 29.93706703186035
==> Epoch 1963/2000
==> Test
Train Loss 1.0191102027893066	 Train Accuracy (%): 63.380001068115234 	 Test Accuracy (%): 46.130001068115234	 gHg: 53.93714141845703	 smoothness 19.412126541137695	 sharpness 28.546112060546875
==> Epoch 1964/2000
==> Test
Train Loss 1.01163911819458	 Train Accuracy (%): 63.040000915527344 	 Test Accuracy (%): 47.06999969482422	 gHg: 80.55770874023438	 smoothness 19.737476348876953	 sharpness 30.33163070678711
==> Epoch 1965/2000
==> Test
Train Loss 1.052525520324707	 Train Accuracy (%): 62.599998474121094 	 Test Accuracy (%): 46.2400016784668	 gHg: 62.23723220825195	 smoothness 19.110380172729492	 sharpness 28.148754119873047
==> Epoch 1966/2000
==> Test
Train Loss 1.0307927131652832	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 46.7599983215332	 gHg: 85.6505355834961	 smoothness 19.120756149291992	 sharpness 31.073402404785156
==> Epoch 1967/2000
==> Test
Train Loss 1.035185694694519	 Train Accuracy (%): 62.220001220703125 	 Test Accuracy (%): 46.22999954223633	 gHg: 62.60163116455078	 smoothness 19.052614212036133	 sharpness 28.06835174560547
==> Epoch 1968/2000
==> Test
Train Loss 1.0190399885177612	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 46.7400016784668	 gHg: 81.22964477539062	 smoothness 19.026996612548828	 sharpness 31.251232147216797
==> Epoch 1969/2000
==> Test
Train Loss 1.0479565858840942	 Train Accuracy (%): 61.86000061035156 	 Test Accuracy (%): 46.02000045776367	 gHg: 61.0335578918457	 smoothness 18.984201431274414	 sharpness 28.020605087280273
==> Epoch 1970/2000
==> Test
Train Loss 1.0281199216842651	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 46.97999954223633	 gHg: 72.33226776123047	 smoothness 18.776126861572266	 sharpness 31.145736694335938
==> Epoch 1971/2000
==> Test
Train Loss 1.0249918699264526	 Train Accuracy (%): 62.70000076293945 	 Test Accuracy (%): 46.29999923706055	 gHg: 52.826393127441406	 smoothness 18.54061508178711	 sharpness 27.485910415649414
==> Epoch 1972/2000
==> Test
Train Loss 1.0004158020019531	 Train Accuracy (%): 64.22000122070312 	 Test Accuracy (%): 46.77000045776367	 gHg: 57.217647552490234	 smoothness 18.524280548095703	 sharpness 26.436016082763672
==> Epoch 1973/2000
==> Test
Train Loss 1.0133548974990845	 Train Accuracy (%): 62.779998779296875 	 Test Accuracy (%): 46.439998626708984	 gHg: 56.82136535644531	 smoothness 19.154069900512695	 sharpness 26.86518669128418
==> Epoch 1974/2000
==> Test
Train Loss 1.026167631149292	 Train Accuracy (%): 62.91999816894531 	 Test Accuracy (%): 46.66999816894531	 gHg: 69.46669006347656	 smoothness 19.236982345581055	 sharpness 30.439228057861328
==> Epoch 1975/2000
==> Test
Train Loss 1.036866307258606	 Train Accuracy (%): 62.02000045776367 	 Test Accuracy (%): 46.119998931884766	 gHg: 64.62295532226562	 smoothness 19.121780395507812	 sharpness 27.909940719604492
==> Epoch 1976/2000
==> Test
Train Loss 1.020203948020935	 Train Accuracy (%): 62.68000030517578 	 Test Accuracy (%): 46.810001373291016	 gHg: 68.01089477539062	 smoothness 18.646949768066406	 sharpness 31.176485061645508
==> Epoch 1977/2000
==> Test
Train Loss 1.0280596017837524	 Train Accuracy (%): 63.29999923706055 	 Test Accuracy (%): 46.90999984741211	 gHg: 44.847015380859375	 smoothness 18.185285568237305	 sharpness 26.662857055664062
==> Epoch 1978/2000
==> Test
Train Loss 0.9992839097976685	 Train Accuracy (%): 64.45999908447266 	 Test Accuracy (%): 46.47999954223633	 gHg: 50.54823684692383	 smoothness 18.240190505981445	 sharpness 30.0961971282959
==> Epoch 1979/2000
==> Test
Train Loss 1.0049809217453003	 Train Accuracy (%): 63.779998779296875 	 Test Accuracy (%): 46.33000183105469	 gHg: 40.84030532836914	 smoothness 18.727930068969727	 sharpness 26.37550163269043
==> Epoch 1980/2000
==> Test
Train Loss 1.008853793144226	 Train Accuracy (%): 63.13999938964844 	 Test Accuracy (%): 46.33000183105469	 gHg: 53.827659606933594	 smoothness 18.863712310791016	 sharpness 30.439861297607422
==> Epoch 1981/2000
==> Test
Train Loss 1.0160167217254639	 Train Accuracy (%): 63.15999984741211 	 Test Accuracy (%): 45.97999954223633	 gHg: 50.60102844238281	 smoothness 19.150075912475586	 sharpness 25.584774017333984
==> Epoch 1982/2000
==> Test
Train Loss 1.0172115564346313	 Train Accuracy (%): 63.619998931884766 	 Test Accuracy (%): 46.02000045776367	 gHg: 60.14482879638672	 smoothness 19.24955177307129	 sharpness 30.33273696899414
==> Epoch 1983/2000
==> Test
Train Loss 1.020002007484436	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 46.810001373291016	 gHg: 55.4897346496582	 smoothness 18.95021629333496	 sharpness 27.58709716796875
==> Epoch 1984/2000
==> Test
Train Loss 1.012284755706787	 Train Accuracy (%): 63.41999816894531 	 Test Accuracy (%): 46.06999969482422	 gHg: 61.524192810058594	 smoothness 18.9888916015625	 sharpness 28.709609985351562
==> Epoch 1985/2000
==> Test
Train Loss 0.9977539777755737	 Train Accuracy (%): 63.540000915527344 	 Test Accuracy (%): 46.650001525878906	 gHg: 55.225311279296875	 smoothness 18.90611457824707	 sharpness 28.16917610168457
==> Epoch 1986/2000
==> Test
Train Loss 1.0156222581863403	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 46.4900016784668	 gHg: 61.75775909423828	 smoothness 18.816076278686523	 sharpness 29.183778762817383
==> Epoch 1987/2000
==> Test
Train Loss 0.9970531463623047	 Train Accuracy (%): 63.459999084472656 	 Test Accuracy (%): 46.779998779296875	 gHg: 51.468910217285156	 smoothness 18.805023193359375	 sharpness 28.377256393432617
==> Epoch 1988/2000
==> Test
Train Loss 0.9918912053108215	 Train Accuracy (%): 64.23999786376953 	 Test Accuracy (%): 46.47999954223633	 gHg: 64.54414367675781	 smoothness 18.953582763671875	 sharpness 29.57335662841797
==> Epoch 1989/2000
==> Test
Train Loss 1.0233114957809448	 Train Accuracy (%): 61.720001220703125 	 Test Accuracy (%): 46.650001525878906	 gHg: 56.25300979614258	 smoothness 19.04996109008789	 sharpness 28.04194450378418
==> Epoch 1990/2000
==> Test
Train Loss 1.0264155864715576	 Train Accuracy (%): 62.86000061035156 	 Test Accuracy (%): 46.70000076293945	 gHg: 73.58487701416016	 smoothness 19.222972869873047	 sharpness 30.647140502929688
==> Epoch 1991/2000
==> Test
Train Loss 1.022520661354065	 Train Accuracy (%): 63.34000015258789 	 Test Accuracy (%): 46.150001525878906	 gHg: 61.9090690612793	 smoothness 19.05782127380371	 sharpness 29.842018127441406
==> Epoch 1992/2000
==> Test
Train Loss 1.0332051515579224	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 46.18000030517578	 gHg: 75.18904876708984	 smoothness 19.152873992919922	 sharpness 29.329763412475586
==> Epoch 1993/2000
==> Test
Train Loss 1.0196473598480225	 Train Accuracy (%): 62.380001068115234 	 Test Accuracy (%): 45.790000915527344	 gHg: 75.17078399658203	 smoothness 19.059946060180664	 sharpness 30.027145385742188
==> Epoch 1994/2000
==> Test
Train Loss 1.028157114982605	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 46.09000015258789	 gHg: 69.11930084228516	 smoothness 18.84891128540039	 sharpness 28.946096420288086
==> Epoch 1995/2000
==> Test
Train Loss 1.0130815505981445	 Train Accuracy (%): 63.2599983215332 	 Test Accuracy (%): 45.68000030517578	 gHg: 84.09162902832031	 smoothness 19.259008407592773	 sharpness 30.211074829101562
==> Epoch 1996/2000
==> Test
Train Loss 1.0390417575836182	 Train Accuracy (%): 63.5 	 Test Accuracy (%): 46.439998626708984	 gHg: 76.37149047851562	 smoothness 19.382427215576172	 sharpness 30.223554611206055
==> Epoch 1997/2000
==> Test
Train Loss 1.0304204225540161	 Train Accuracy (%): 63.220001220703125 	 Test Accuracy (%): 45.290000915527344	 gHg: 94.22752380371094	 smoothness 19.376056671142578	 sharpness 30.90530776977539
==> Epoch 1998/2000
==> Test
Train Loss 1.055891752243042	 Train Accuracy (%): 61.84000015258789 	 Test Accuracy (%): 46.81999969482422	 gHg: 79.22174072265625	 smoothness 18.962594985961914	 sharpness 31.111454010009766
==> Epoch 1999/2000
==> Test
Train Loss 1.031171202659607	 Train Accuracy (%): 62.900001525878906 	 Test Accuracy (%): 45.95000076293945	 gHg: 78.60807800292969	 smoothness 18.728490829467773	 sharpness 30.70098114013672
==> Epoch 2000/2000
==> Test
Train Loss 1.0343329906463623	 Train Accuracy (%): 62.959999084472656 	 Test Accuracy (%): 47.4900016784668	 gHg: 87.0	 smoothness 19.17441177368164	 sharpness 32.94935989379883
Finished. Total elapsed time (h:m:s): 1:56:05






++++++++++++++++++++++++++++++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=0.0, n_samples=5000, print_freq=50, reg_eta=0.0, save_dir='/home/zhangxj/workspace/HBF2/logs2/GD', seed=2, start_epoch=0, stepsize=0, use_cpu=False, workers=4)
Currently using GPU: 0
Creating dataset: cifar10
Creating model: mlp
0.0 0.1
==> Epoch 1/2000
==> Test
Train Loss 2.3157460689544678	 Train Accuracy (%): 9.420000076293945 	 Test Accuracy (%): 14.0600004196167	 gHg: 0.2634730339050293	 smoothness 9.87983226776123	 sharpness 2.8167924880981445
==> Epoch 2/2000
==> Test
Train Loss 2.2923007011413574	 Train Accuracy (%): 14.380000114440918 	 Test Accuracy (%): 18.670000076293945	 gHg: 0.10415250808000565	 smoothness 2.0418081283569336	 sharpness 2.4671270847320557
==> Epoch 3/2000
==> Test
Train Loss 2.2719364166259766	 Train Accuracy (%): 17.940000534057617 	 Test Accuracy (%): 19.729999542236328	 gHg: 0.05444488301873207	 smoothness 1.2190042734146118	 sharpness 2.4641144275665283
==> Epoch 4/2000
==> Test
Train Loss 2.2540440559387207	 Train Accuracy (%): 18.299999237060547 	 Test Accuracy (%): 20.110000610351562	 gHg: 0.03402087092399597	 smoothness 1.1940103769302368	 sharpness 2.5646748542785645
==> Epoch 5/2000
==> Test
Train Loss 2.2338931560516357	 Train Accuracy (%): 19.760000228881836 	 Test Accuracy (%): 20.489999771118164	 gHg: 0.03247638791799545	 smoothness 0.8551009297370911	 sharpness 2.6606602668762207
==> Epoch 6/2000
==> Test
Train Loss 2.2156999111175537	 Train Accuracy (%): 20.219999313354492 	 Test Accuracy (%): 20.850000381469727	 gHg: 0.04005105793476105	 smoothness 0.9773246645927429	 sharpness 2.8796193599700928
==> Epoch 7/2000
==> Test
Train Loss 2.1975035667419434	 Train Accuracy (%): 20.559999465942383 	 Test Accuracy (%): 21.18000030517578	 gHg: 0.04796706512570381	 smoothness 1.0917692184448242	 sharpness 3.184255838394165
==> Epoch 8/2000
==> Test
Train Loss 2.1792383193969727	 Train Accuracy (%): 21.31999969482422 	 Test Accuracy (%): 21.770000457763672	 gHg: 0.06271864473819733	 smoothness 0.876094400882721	 sharpness 3.4270918369293213
==> Epoch 9/2000
==> Test
Train Loss 2.1585676670074463	 Train Accuracy (%): 22.959999084472656 	 Test Accuracy (%): 22.540000915527344	 gHg: 0.06536350399255753	 smoothness 1.1204434633255005	 sharpness 3.926706314086914
==> Epoch 10/2000
==> Test
Train Loss 2.1393518447875977	 Train Accuracy (%): 22.81999969482422 	 Test Accuracy (%): 23.190000534057617	 gHg: 0.07549918442964554	 smoothness 1.3276418447494507	 sharpness 4.7400946617126465
==> Epoch 11/2000
==> Test
Train Loss 2.124603033065796	 Train Accuracy (%): 23.940000534057617 	 Test Accuracy (%): 23.979999542236328	 gHg: 0.07518314570188522	 smoothness 1.452192783355713	 sharpness 5.366386890411377
==> Epoch 12/2000
==> Test
Train Loss 2.109374761581421	 Train Accuracy (%): 24.399999618530273 	 Test Accuracy (%): 25.049999237060547	 gHg: 0.06592478603124619	 smoothness 1.657617449760437	 sharpness 5.933045387268066
==> Epoch 13/2000
==> Test
Train Loss 2.0921566486358643	 Train Accuracy (%): 25.34000015258789 	 Test Accuracy (%): 25.559999465942383	 gHg: 0.07142139971256256	 smoothness 1.724044680595398	 sharpness 6.506319046020508
==> Epoch 14/2000
==> Test
Train Loss 2.081088066101074	 Train Accuracy (%): 25.540000915527344 	 Test Accuracy (%): 26.030000686645508	 gHg: 0.05753360316157341	 smoothness 1.9430006742477417	 sharpness 7.089074611663818
==> Epoch 15/2000
==> Test
Train Loss 2.0670816898345947	 Train Accuracy (%): 25.700000762939453 	 Test Accuracy (%): 26.440000534057617	 gHg: 0.05243506282567978	 smoothness 1.8412694931030273	 sharpness 7.6054606437683105
==> Epoch 16/2000
==> Test
Train Loss 2.0542004108428955	 Train Accuracy (%): 26.420000076293945 	 Test Accuracy (%): 26.59000015258789	 gHg: 0.05290497839450836	 smoothness 1.9416455030441284	 sharpness 8.322585105895996
==> Epoch 17/2000
==> Test
Train Loss 2.047084093093872	 Train Accuracy (%): 26.920000076293945 	 Test Accuracy (%): 27.170000076293945	 gHg: 0.05643467232584953	 smoothness 1.9952802658081055	 sharpness 9.009979248046875
==> Epoch 18/2000
==> Test
Train Loss 2.0322909355163574	 Train Accuracy (%): 27.299999237060547 	 Test Accuracy (%): 27.489999771118164	 gHg: 0.04964740574359894	 smoothness 2.498466968536377	 sharpness 9.63170051574707
==> Epoch 19/2000
==> Test
Train Loss 2.0244648456573486	 Train Accuracy (%): 26.719999313354492 	 Test Accuracy (%): 27.790000915527344	 gHg: 0.04221395403146744	 smoothness 2.6176958084106445	 sharpness 10.190791130065918
==> Epoch 20/2000
==> Test
Train Loss 2.02341365814209	 Train Accuracy (%): 27.020000457763672 	 Test Accuracy (%): 28.209999084472656	 gHg: 0.048371460288763046	 smoothness 2.572944164276123	 sharpness 10.829413414001465
==> Epoch 21/2000
==> Test
Train Loss 2.0089969635009766	 Train Accuracy (%): 28.059999465942383 	 Test Accuracy (%): 28.549999237060547	 gHg: 0.03754153475165367	 smoothness 2.971766710281372	 sharpness 11.411765098571777
==> Epoch 22/2000
==> Test
Train Loss 1.999908208847046	 Train Accuracy (%): 28.3799991607666 	 Test Accuracy (%): 28.93000030517578	 gHg: 0.04282636195421219	 smoothness 3.2019853591918945	 sharpness 11.867537498474121
==> Epoch 23/2000
==> Test
Train Loss 1.9918408393859863	 Train Accuracy (%): 29.15999984741211 	 Test Accuracy (%): 29.09000015258789	 gHg: 0.061285194009542465	 smoothness 3.33109450340271	 sharpness 12.447876930236816
==> Epoch 24/2000
==> Test
Train Loss 1.987162470817566	 Train Accuracy (%): 28.1200008392334 	 Test Accuracy (%): 29.40999984741211	 gHg: 0.04704727604985237	 smoothness 3.5627849102020264	 sharpness 12.889673233032227
==> Epoch 25/2000
==> Test
Train Loss 1.9762136936187744	 Train Accuracy (%): 28.579999923706055 	 Test Accuracy (%): 29.65999984741211	 gHg: 0.05967309698462486	 smoothness 3.255692958831787	 sharpness 13.317755699157715
==> Epoch 26/2000
==> Test
Train Loss 1.9721392393112183	 Train Accuracy (%): 29.440000534057617 	 Test Accuracy (%): 29.760000228881836	 gHg: 0.07649453729391098	 smoothness 4.317932605743408	 sharpness 13.57424545288086
==> Epoch 27/2000
==> Test
Train Loss 1.9618021249771118	 Train Accuracy (%): 30.18000030517578 	 Test Accuracy (%): 29.899999618530273	 gHg: 0.045409079641103745	 smoothness 3.9993112087249756	 sharpness 14.168303489685059
==> Epoch 28/2000
==> Test
Train Loss 1.9560834169387817	 Train Accuracy (%): 29.299999237060547 	 Test Accuracy (%): 30.260000228881836	 gHg: 0.055361129343509674	 smoothness 3.7847461700439453	 sharpness 14.950566291809082
==> Epoch 29/2000
==> Test
Train Loss 1.9509902000427246	 Train Accuracy (%): 29.760000228881836 	 Test Accuracy (%): 30.469999313354492	 gHg: 0.05366013944149017	 smoothness 4.775043964385986	 sharpness 15.252166748046875
==> Epoch 30/2000
==> Test
Train Loss 1.948715090751648	 Train Accuracy (%): 30.440000534057617 	 Test Accuracy (%): 30.700000762939453	 gHg: 0.05983211100101471	 smoothness 4.556061744689941	 sharpness 15.620195388793945
==> Epoch 31/2000
==> Test
Train Loss 1.941313624382019	 Train Accuracy (%): 30.020000457763672 	 Test Accuracy (%): 30.809999465942383	 gHg: 0.07607336342334747	 smoothness 5.170784950256348	 sharpness 16.11690902709961
==> Epoch 32/2000
==> Test
Train Loss 1.9361008405685425	 Train Accuracy (%): 30.700000762939453 	 Test Accuracy (%): 31.06999969482422	 gHg: 0.08465562015771866	 smoothness 5.792222499847412	 sharpness 16.58841323852539
==> Epoch 33/2000
==> Test
Train Loss 1.9324841499328613	 Train Accuracy (%): 30.68000030517578 	 Test Accuracy (%): 31.149999618530273	 gHg: 0.06992463767528534	 smoothness 5.331924915313721	 sharpness 16.55560874938965
==> Epoch 34/2000
==> Test
Train Loss 1.9270249605178833	 Train Accuracy (%): 30.959999084472656 	 Test Accuracy (%): 31.3700008392334	 gHg: 0.06069374829530716	 smoothness 5.10704231262207	 sharpness 17.197938919067383
==> Epoch 35/2000
==> Test
Train Loss 1.9293423891067505	 Train Accuracy (%): 31.299999237060547 	 Test Accuracy (%): 31.40999984741211	 gHg: 0.1288793385028839	 smoothness 5.6291937828063965	 sharpness 17.48508071899414
==> Epoch 36/2000
==> Test
Train Loss 1.9246550798416138	 Train Accuracy (%): 31.420000076293945 	 Test Accuracy (%): 31.610000610351562	 gHg: 0.07978097349405289	 smoothness 6.111024856567383	 sharpness 18.19951057434082
==> Epoch 37/2000
==> Test
Train Loss 1.9151246547698975	 Train Accuracy (%): 31.760000228881836 	 Test Accuracy (%): 31.84000015258789	 gHg: 0.06693074107170105	 smoothness 5.244030475616455	 sharpness 18.13980484008789
==> Epoch 38/2000
==> Test
Train Loss 1.915759801864624	 Train Accuracy (%): 32.13999938964844 	 Test Accuracy (%): 31.889999389648438	 gHg: 0.06812065094709396	 smoothness 5.921103000640869	 sharpness 18.684221267700195
==> Epoch 39/2000
==> Test
Train Loss 1.911041021347046	 Train Accuracy (%): 32.2599983215332 	 Test Accuracy (%): 32.09000015258789	 gHg: 0.05132347345352173	 smoothness 6.135380268096924	 sharpness 18.896177291870117
==> Epoch 40/2000
==> Test
Train Loss 1.9112017154693604	 Train Accuracy (%): 32.060001373291016 	 Test Accuracy (%): 32.220001220703125	 gHg: 0.06111735478043556	 smoothness 5.945009708404541	 sharpness 19.020357131958008
==> Epoch 41/2000
==> Test
Train Loss 1.9036589860916138	 Train Accuracy (%): 32.84000015258789 	 Test Accuracy (%): 32.349998474121094	 gHg: 0.11952926218509674	 smoothness 6.001819610595703	 sharpness 19.242826461791992
==> Epoch 42/2000
==> Test
Train Loss 1.9002068042755127	 Train Accuracy (%): 32.459999084472656 	 Test Accuracy (%): 32.5099983215332	 gHg: 0.16725055873394012	 smoothness 6.163612365722656	 sharpness 19.736276626586914
==> Epoch 43/2000
==> Test
Train Loss 1.8995695114135742	 Train Accuracy (%): 32.15999984741211 	 Test Accuracy (%): 32.619998931884766	 gHg: 0.1264105588197708	 smoothness 7.130807876586914	 sharpness 19.86094093322754
==> Epoch 44/2000
==> Test
Train Loss 1.8883858919143677	 Train Accuracy (%): 33.060001373291016 	 Test Accuracy (%): 32.63999938964844	 gHg: 0.17245164513587952	 smoothness 6.453101634979248	 sharpness 20.462860107421875
==> Epoch 45/2000
==> Test
Train Loss 1.8852412700653076	 Train Accuracy (%): 32.900001525878906 	 Test Accuracy (%): 32.79999923706055	 gHg: 0.13347402215003967	 smoothness 6.563002586364746	 sharpness 20.98621368408203
==> Epoch 46/2000
==> Test
Train Loss 1.8797539472579956	 Train Accuracy (%): 33.18000030517578 	 Test Accuracy (%): 32.95000076293945	 gHg: 0.10300299525260925	 smoothness 6.148708343505859	 sharpness 21.05294418334961
==> Epoch 47/2000
==> Test
Train Loss 1.8752468824386597	 Train Accuracy (%): 33.58000183105469 	 Test Accuracy (%): 33.11000061035156	 gHg: 0.12684915959835052	 smoothness 6.171573162078857	 sharpness 21.427087783813477
==> Epoch 48/2000
==> Test
Train Loss 1.8742051124572754	 Train Accuracy (%): 32.58000183105469 	 Test Accuracy (%): 33.349998474121094	 gHg: 0.29643458127975464	 smoothness 7.099843978881836	 sharpness 21.889402389526367
==> Epoch 49/2000
==> Test
Train Loss 1.877381443977356	 Train Accuracy (%): 33.08000183105469 	 Test Accuracy (%): 33.2599983215332	 gHg: 0.6727809309959412	 smoothness 8.623841285705566	 sharpness 21.72394561767578
==> Epoch 50/2000
==> Test
Train Loss 1.8680082559585571	 Train Accuracy (%): 33.099998474121094 	 Test Accuracy (%): 33.5099983215332	 gHg: 0.8944622278213501	 smoothness 9.570232391357422	 sharpness 22.847021102905273
==> Epoch 51/2000
==> Test
Train Loss 1.8708401918411255	 Train Accuracy (%): 33.31999969482422 	 Test Accuracy (%): 33.470001220703125	 gHg: 1.6180460453033447	 smoothness 11.86086654663086	 sharpness 22.627986907958984
==> Epoch 52/2000
==> Test
Train Loss 1.8679920434951782	 Train Accuracy (%): 33.7400016784668 	 Test Accuracy (%): 33.84000015258789	 gHg: 4.0525007247924805	 smoothness 14.695291519165039	 sharpness 23.937088012695312
==> Epoch 53/2000
==> Test
Train Loss 1.8609496355056763	 Train Accuracy (%): 33.97999954223633 	 Test Accuracy (%): 33.630001068115234	 gHg: 6.33779764175415	 smoothness 17.677845001220703	 sharpness 22.434162139892578
==> Epoch 54/2000
==> Test
Train Loss 1.8681588172912598	 Train Accuracy (%): 33.939998626708984 	 Test Accuracy (%): 33.970001220703125	 gHg: 11.3755521774292	 smoothness 19.23711585998535	 sharpness 24.595500946044922
==> Epoch 55/2000
==> Test
Train Loss 1.8699994087219238	 Train Accuracy (%): 33.5 	 Test Accuracy (%): 33.369998931884766	 gHg: 16.00232696533203	 smoothness 20.23656463623047	 sharpness 22.425981521606445
==> Epoch 56/2000
==> Test
Train Loss 1.8687267303466797	 Train Accuracy (%): 33.91999816894531 	 Test Accuracy (%): 34.029998779296875	 gHg: 26.20386505126953	 smoothness 20.64858627319336	 sharpness 25.075275421142578
==> Epoch 57/2000
==> Test
Train Loss 1.8836476802825928	 Train Accuracy (%): 32.5 	 Test Accuracy (%): 33.459999084472656	 gHg: 30.02730941772461	 smoothness 20.366863250732422	 sharpness 21.9093017578125
==> Epoch 58/2000
==> Test
Train Loss 1.8943238258361816	 Train Accuracy (%): 32.439998626708984 	 Test Accuracy (%): 34.13999938964844	 gHg: 35.89617156982422	 smoothness 19.85117530822754	 sharpness 24.310245513916016
==> Epoch 59/2000
==> Test
Train Loss 1.888075351715088	 Train Accuracy (%): 32.68000030517578 	 Test Accuracy (%): 33.880001068115234	 gHg: 30.580129623413086	 smoothness 19.13313102722168	 sharpness 20.83500099182129
==> Epoch 60/2000
==> Test
Train Loss 1.8770320415496826	 Train Accuracy (%): 33.29999923706055 	 Test Accuracy (%): 34.86000061035156	 gHg: 23.693103790283203	 smoothness 18.176855087280273	 sharpness 21.68600082397461
==> Epoch 61/2000
==> Test
Train Loss 1.866196870803833	 Train Accuracy (%): 33.15999984741211 	 Test Accuracy (%): 34.650001525878906	 gHg: 16.63619041442871	 smoothness 17.825923919677734	 sharpness 18.93587303161621
==> Epoch 62/2000
==> Test
Train Loss 1.8547283411026	 Train Accuracy (%): 34.08000183105469 	 Test Accuracy (%): 35.220001220703125	 gHg: 13.308466911315918	 smoothness 17.72824478149414	 sharpness 20.926742553710938
==> Epoch 63/2000
==> Test
Train Loss 1.8451759815216064	 Train Accuracy (%): 34.13999938964844 	 Test Accuracy (%): 35.029998779296875	 gHg: 8.411168098449707	 smoothness 16.987958908081055	 sharpness 18.7567081451416
==> Epoch 64/2000
==> Test
Train Loss 1.8432968854904175	 Train Accuracy (%): 34.34000015258789 	 Test Accuracy (%): 35.52000045776367	 gHg: 5.401556968688965	 smoothness 16.185853958129883	 sharpness 19.909391403198242
==> Epoch 65/2000
==> Test
Train Loss 1.837250828742981	 Train Accuracy (%): 34.959999084472656 	 Test Accuracy (%): 35.38999938964844	 gHg: 4.508049488067627	 smoothness 16.476640701293945	 sharpness 19.169017791748047
==> Epoch 66/2000
==> Test
Train Loss 1.8277593851089478	 Train Accuracy (%): 34.68000030517578 	 Test Accuracy (%): 35.540000915527344	 gHg: 5.362574100494385	 smoothness 16.860692977905273	 sharpness 20.524412155151367
==> Epoch 67/2000
==> Test
Train Loss 1.8338890075683594	 Train Accuracy (%): 34.540000915527344 	 Test Accuracy (%): 35.38999938964844	 gHg: 5.420598030090332	 smoothness 17.27333641052246	 sharpness 19.793615341186523
==> Epoch 68/2000
==> Test
Train Loss 1.8299744129180908	 Train Accuracy (%): 35.2400016784668 	 Test Accuracy (%): 35.81999969482422	 gHg: 6.376747131347656	 smoothness 17.31450080871582	 sharpness 21.619245529174805
==> Epoch 69/2000
==> Test
Train Loss 1.8234355449676514	 Train Accuracy (%): 34.939998626708984 	 Test Accuracy (%): 35.61000061035156	 gHg: 6.737637519836426	 smoothness 17.619543075561523	 sharpness 20.3450927734375
==> Epoch 70/2000
==> Test
Train Loss 1.8176743984222412	 Train Accuracy (%): 35.47999954223633 	 Test Accuracy (%): 36.029998779296875	 gHg: 7.6486735343933105	 smoothness 17.867584228515625	 sharpness 22.193031311035156
==> Epoch 71/2000
==> Test
Train Loss 1.8191113471984863	 Train Accuracy (%): 35.099998474121094 	 Test Accuracy (%): 35.540000915527344	 gHg: 7.913455963134766	 smoothness 17.733625411987305	 sharpness 20.656940460205078
==> Epoch 72/2000
==> Test
Train Loss 1.8223718404769897	 Train Accuracy (%): 35.720001220703125 	 Test Accuracy (%): 36.08000183105469	 gHg: 9.669154167175293	 smoothness 18.37060546875	 sharpness 22.670330047607422
==> Epoch 73/2000
==> Test
Train Loss 1.8141417503356934	 Train Accuracy (%): 34.97999954223633 	 Test Accuracy (%): 35.689998626708984	 gHg: 10.181808471679688	 smoothness 18.684045791625977	 sharpness 20.855560302734375
==> Epoch 74/2000
==> Test
Train Loss 1.8173608779907227	 Train Accuracy (%): 35.20000076293945 	 Test Accuracy (%): 36.04999923706055	 gHg: 15.540644645690918	 smoothness 19.607336044311523	 sharpness 23.81636619567871
==> Epoch 75/2000
==> Test
Train Loss 1.8167402744293213	 Train Accuracy (%): 35.36000061035156 	 Test Accuracy (%): 35.7599983215332	 gHg: 15.894049644470215	 smoothness 19.323383331298828	 sharpness 21.95953369140625
==> Epoch 76/2000
==> Test
Train Loss 1.8153479099273682	 Train Accuracy (%): 36.18000030517578 	 Test Accuracy (%): 36.0	 gHg: 20.072551727294922	 smoothness 19.385112762451172	 sharpness 23.770414352416992
==> Epoch 77/2000
==> Test
Train Loss 1.8245371580123901	 Train Accuracy (%): 34.959999084472656 	 Test Accuracy (%): 35.72999954223633	 gHg: 22.073352813720703	 smoothness 19.906925201416016	 sharpness 21.792972564697266
==> Epoch 78/2000
==> Test
Train Loss 1.8224883079528809	 Train Accuracy (%): 36.15999984741211 	 Test Accuracy (%): 36.029998779296875	 gHg: 28.180587768554688	 smoothness 19.884492874145508	 sharpness 24.51426887512207
==> Epoch 79/2000
==> Test
Train Loss 1.833850383758545	 Train Accuracy (%): 34.959999084472656 	 Test Accuracy (%): 35.880001068115234	 gHg: 25.46111297607422	 smoothness 19.36959457397461	 sharpness 21.424304962158203
==> Epoch 80/2000
==> Test
Train Loss 1.8283045291900635	 Train Accuracy (%): 34.540000915527344 	 Test Accuracy (%): 36.52000045776367	 gHg: 25.23670768737793	 smoothness 18.819177627563477	 sharpness 23.67890167236328
==> Epoch 81/2000
==> Test
Train Loss 1.8148093223571777	 Train Accuracy (%): 34.91999816894531 	 Test Accuracy (%): 36.459999084472656	 gHg: 18.323200225830078	 smoothness 18.386613845825195	 sharpness 20.44818687438965
==> Epoch 82/2000
==> Test
Train Loss 1.807443380355835	 Train Accuracy (%): 36.060001373291016 	 Test Accuracy (%): 36.84000015258789	 gHg: 15.342240333557129	 smoothness 18.0467586517334	 sharpness 21.995018005371094
==> Epoch 83/2000
==> Test
Train Loss 1.7979953289031982	 Train Accuracy (%): 35.7400016784668 	 Test Accuracy (%): 36.599998474121094	 gHg: 12.767154693603516	 smoothness 18.218006134033203	 sharpness 20.0101318359375
==> Epoch 84/2000
==> Test
Train Loss 1.79768705368042	 Train Accuracy (%): 37.040000915527344 	 Test Accuracy (%): 37.06999969482422	 gHg: 11.700933456420898	 smoothness 17.99293327331543	 sharpness 22.23816680908203
==> Epoch 85/2000
==> Test
Train Loss 1.7888232469558716	 Train Accuracy (%): 36.0 	 Test Accuracy (%): 37.04999923706055	 gHg: 8.059114456176758	 smoothness 17.202009201049805	 sharpness 19.692821502685547
==> Epoch 86/2000
==> Test
Train Loss 1.7927255630493164	 Train Accuracy (%): 36.52000045776367 	 Test Accuracy (%): 37.34000015258789	 gHg: 7.7297468185424805	 smoothness 17.572147369384766	 sharpness 21.593101501464844
==> Epoch 87/2000
==> Test
Train Loss 1.7828155755996704	 Train Accuracy (%): 36.81999969482422 	 Test Accuracy (%): 36.900001525878906	 gHg: 7.556710720062256	 smoothness 17.702051162719727	 sharpness 19.96034812927246
==> Epoch 88/2000
==> Test
Train Loss 1.782118558883667	 Train Accuracy (%): 36.84000015258789 	 Test Accuracy (%): 37.150001525878906	 gHg: 8.105735778808594	 smoothness 17.87276840209961	 sharpness 22.419795989990234
==> Epoch 89/2000
==> Test
Train Loss 1.7802550792694092	 Train Accuracy (%): 37.279998779296875 	 Test Accuracy (%): 37.099998474121094	 gHg: 7.184039115905762	 smoothness 17.652664184570312	 sharpness 20.7880802154541
==> Epoch 90/2000
==> Test
Train Loss 1.7729629278182983	 Train Accuracy (%): 36.63999938964844 	 Test Accuracy (%): 37.709999084472656	 gHg: 7.917641639709473	 smoothness 17.49179458618164	 sharpness 22.920156478881836
==> Epoch 91/2000
==> Test
Train Loss 1.7765302658081055	 Train Accuracy (%): 36.97999954223633 	 Test Accuracy (%): 37.290000915527344	 gHg: 7.044475555419922	 smoothness 17.329545974731445	 sharpness 20.86382484436035
==> Epoch 92/2000
==> Test
Train Loss 1.7694302797317505	 Train Accuracy (%): 37.2599983215332 	 Test Accuracy (%): 37.4900016784668	 gHg: 8.252777099609375	 smoothness 17.83767318725586	 sharpness 23.33061408996582
==> Epoch 93/2000
==> Test
Train Loss 1.760175347328186	 Train Accuracy (%): 37.97999954223633 	 Test Accuracy (%): 37.09000015258789	 gHg: 8.635509490966797	 smoothness 18.149499893188477	 sharpness 21.310222625732422
==> Epoch 94/2000
==> Test
Train Loss 1.7664988040924072	 Train Accuracy (%): 37.540000915527344 	 Test Accuracy (%): 37.630001068115234	 gHg: 11.149530410766602	 smoothness 18.74430274963379	 sharpness 23.980085372924805
==> Epoch 95/2000
==> Test
Train Loss 1.7650806903839111	 Train Accuracy (%): 37.560001373291016 	 Test Accuracy (%): 37.18000030517578	 gHg: 13.279346466064453	 smoothness 19.331199645996094	 sharpness 22.390684127807617
==> Epoch 96/2000
==> Test
Train Loss 1.7776691913604736	 Train Accuracy (%): 37.63999938964844 	 Test Accuracy (%): 37.459999084472656	 gHg: 20.73723793029785	 smoothness 19.96708106994629	 sharpness 25.49878692626953
==> Epoch 97/2000
==> Test
Train Loss 1.7775205373764038	 Train Accuracy (%): 36.63999938964844 	 Test Accuracy (%): 36.9900016784668	 gHg: 18.87241554260254	 smoothness 19.41050910949707	 sharpness 22.223411560058594
==> Epoch 98/2000
==> Test
Train Loss 1.7658140659332275	 Train Accuracy (%): 38.0 	 Test Accuracy (%): 37.599998474121094	 gHg: 22.556264877319336	 smoothness 19.12255096435547	 sharpness 25.61971092224121
==> Epoch 99/2000
==> Test
Train Loss 1.7755626440048218	 Train Accuracy (%): 36.459999084472656 	 Test Accuracy (%): 37.25	 gHg: 18.08502769470215	 smoothness 18.837486267089844	 sharpness 22.334209442138672
==> Epoch 100/2000
==> Test
Train Loss 1.7674189805984497	 Train Accuracy (%): 37.15999984741211 	 Test Accuracy (%): 37.779998779296875	 gHg: 20.806324005126953	 smoothness 19.000831604003906	 sharpness 24.727989196777344
==> Epoch 101/2000
==> Test
Train Loss 1.770117163658142	 Train Accuracy (%): 36.97999954223633 	 Test Accuracy (%): 37.279998779296875	 gHg: 18.41302490234375	 smoothness 19.048612594604492	 sharpness 22.4278507232666
==> Epoch 102/2000
==> Test
Train Loss 1.7653613090515137	 Train Accuracy (%): 37.58000183105469 	 Test Accuracy (%): 38.0	 gHg: 19.571075439453125	 smoothness 18.75577735900879	 sharpness 24.814956665039062
==> Epoch 103/2000
==> Test
Train Loss 1.7659238576889038	 Train Accuracy (%): 37.31999969482422 	 Test Accuracy (%): 37.25	 gHg: 15.870773315429688	 smoothness 18.768325805664062	 sharpness 22.024946212768555
==> Epoch 104/2000
==> Test
Train Loss 1.7592462301254272	 Train Accuracy (%): 38.459999084472656 	 Test Accuracy (%): 37.95000076293945	 gHg: 20.010499954223633	 smoothness 18.899559020996094	 sharpness 24.84776496887207
==> Epoch 105/2000
==> Test
Train Loss 1.7522773742675781	 Train Accuracy (%): 37.63999938964844 	 Test Accuracy (%): 37.689998626708984	 gHg: 14.140596389770508	 smoothness 18.519737243652344	 sharpness 22.25579071044922
==> Epoch 106/2000
==> Test
Train Loss 1.759469747543335	 Train Accuracy (%): 37.97999954223633 	 Test Accuracy (%): 38.02000045776367	 gHg: 14.83543872833252	 smoothness 18.07711410522461	 sharpness 23.899456024169922
==> Epoch 107/2000
==> Test
Train Loss 1.7498599290847778	 Train Accuracy (%): 38.18000030517578 	 Test Accuracy (%): 37.779998779296875	 gHg: 11.945937156677246	 smoothness 18.506046295166016	 sharpness 22.740543365478516
==> Epoch 108/2000
==> Test
Train Loss 1.7528867721557617	 Train Accuracy (%): 38.220001220703125 	 Test Accuracy (%): 38.040000915527344	 gHg: 14.968113899230957	 smoothness 18.736345291137695	 sharpness 23.96230697631836
==> Epoch 109/2000
==> Test
Train Loss 1.7495156526565552	 Train Accuracy (%): 38.380001068115234 	 Test Accuracy (%): 37.52000045776367	 gHg: 12.426427841186523	 smoothness 18.52341079711914	 sharpness 23.054065704345703
==> Epoch 110/2000
==> Test
Train Loss 1.7413541078567505	 Train Accuracy (%): 38.08000183105469 	 Test Accuracy (%): 38.20000076293945	 gHg: 19.633445739746094	 smoothness 19.68867301940918	 sharpness 23.92816734313965
==> Epoch 111/2000
==> Test
Train Loss 1.755760908126831	 Train Accuracy (%): 37.119998931884766 	 Test Accuracy (%): 37.400001525878906	 gHg: 19.354671478271484	 smoothness 19.780961990356445	 sharpness 24.048480987548828
==> Epoch 112/2000
==> Test
Train Loss 1.7535960674285889	 Train Accuracy (%): 37.91999816894531 	 Test Accuracy (%): 38.400001525878906	 gHg: 27.35213279724121	 smoothness 19.705949783325195	 sharpness 24.349838256835938
==> Epoch 113/2000
==> Test
Train Loss 1.7563987970352173	 Train Accuracy (%): 37.36000061035156 	 Test Accuracy (%): 37.47999954223633	 gHg: 25.721656799316406	 smoothness 19.52461051940918	 sharpness 24.851482391357422
==> Epoch 114/2000
==> Test
Train Loss 1.7549182176589966	 Train Accuracy (%): 37.58000183105469 	 Test Accuracy (%): 38.189998626708984	 gHg: 28.907094955444336	 smoothness 19.384967803955078	 sharpness 24.544139862060547
==> Epoch 115/2000
==> Test
Train Loss 1.7563066482543945	 Train Accuracy (%): 37.459999084472656 	 Test Accuracy (%): 37.560001373291016	 gHg: 28.999216079711914	 smoothness 19.5428524017334	 sharpness 24.66403579711914
==> Epoch 116/2000
==> Test
Train Loss 1.7559750080108643	 Train Accuracy (%): 37.560001373291016 	 Test Accuracy (%): 38.4900016784668	 gHg: 26.805147171020508	 smoothness 19.051408767700195	 sharpness 24.129718780517578
==> Epoch 117/2000
==> Test
Train Loss 1.7500174045562744	 Train Accuracy (%): 37.619998931884766 	 Test Accuracy (%): 37.7599983215332	 gHg: 26.301054000854492	 smoothness 18.853946685791016	 sharpness 23.9945011138916
==> Epoch 118/2000
==> Test
Train Loss 1.7460787296295166	 Train Accuracy (%): 39.220001220703125 	 Test Accuracy (%): 38.77000045776367	 gHg: 19.00876235961914	 smoothness 18.376121520996094	 sharpness 22.93381118774414
==> Epoch 119/2000
==> Test
Train Loss 1.7437012195587158	 Train Accuracy (%): 38.439998626708984 	 Test Accuracy (%): 38.25	 gHg: 16.97466278076172	 smoothness 18.05522918701172	 sharpness 22.667787551879883
==> Epoch 120/2000
==> Test
Train Loss 1.7343758344650269	 Train Accuracy (%): 38.36000061035156 	 Test Accuracy (%): 38.779998779296875	 gHg: 12.092318534851074	 smoothness 17.902124404907227	 sharpness 23.007055282592773
==> Epoch 121/2000
==> Test
Train Loss 1.7257343530654907	 Train Accuracy (%): 38.31999969482422 	 Test Accuracy (%): 38.5	 gHg: 11.278897285461426	 smoothness 17.63610076904297	 sharpness 22.40028190612793
==> Epoch 122/2000
==> Test
Train Loss 1.7228823900222778	 Train Accuracy (%): 39.20000076293945 	 Test Accuracy (%): 38.90999984741211	 gHg: 9.510177612304688	 smoothness 18.087282180786133	 sharpness 22.69022560119629
==> Epoch 123/2000
==> Test
Train Loss 1.7227929830551147	 Train Accuracy (%): 38.099998474121094 	 Test Accuracy (%): 38.56999969482422	 gHg: 11.265695571899414	 smoothness 18.414398193359375	 sharpness 22.48805046081543
==> Epoch 124/2000
==> Test
Train Loss 1.718598484992981	 Train Accuracy (%): 38.97999954223633 	 Test Accuracy (%): 39.15999984741211	 gHg: 9.798625946044922	 smoothness 18.339479446411133	 sharpness 23.002058029174805
==> Epoch 125/2000
==> Test
Train Loss 1.7091379165649414	 Train Accuracy (%): 39.779998779296875 	 Test Accuracy (%): 38.59000015258789	 gHg: 10.80204963684082	 smoothness 18.10977554321289	 sharpness 22.681745529174805
==> Epoch 126/2000
==> Test
Train Loss 1.7159343957901	 Train Accuracy (%): 38.880001068115234 	 Test Accuracy (%): 39.029998779296875	 gHg: 8.935688018798828	 smoothness 17.9693660736084	 sharpness 23.77117347717285
==> Epoch 127/2000
==> Test
Train Loss 1.7086282968521118	 Train Accuracy (%): 39.7400016784668 	 Test Accuracy (%): 38.630001068115234	 gHg: 9.57552719116211	 smoothness 17.87014389038086	 sharpness 22.481510162353516
==> Epoch 128/2000
==> Test
Train Loss 1.7049572467803955	 Train Accuracy (%): 39.81999969482422 	 Test Accuracy (%): 38.91999816894531	 gHg: 9.25274658203125	 smoothness 18.046194076538086	 sharpness 24.008596420288086
==> Epoch 129/2000
==> Test
Train Loss 1.7120685577392578	 Train Accuracy (%): 40.15999984741211 	 Test Accuracy (%): 38.540000915527344	 gHg: 11.401609420776367	 smoothness 18.498666763305664	 sharpness 23.053863525390625
==> Epoch 130/2000
==> Test
Train Loss 1.7159074544906616	 Train Accuracy (%): 40.02000045776367 	 Test Accuracy (%): 39.060001373291016	 gHg: 12.776594161987305	 smoothness 18.659000396728516	 sharpness 25.054441452026367
==> Epoch 131/2000
==> Test
Train Loss 1.7097840309143066	 Train Accuracy (%): 39.58000183105469 	 Test Accuracy (%): 38.4900016784668	 gHg: 14.97520637512207	 smoothness 19.126535415649414	 sharpness 23.351911544799805
==> Epoch 132/2000
==> Test
Train Loss 1.7161800861358643	 Train Accuracy (%): 39.18000030517578 	 Test Accuracy (%): 38.81999969482422	 gHg: 21.003679275512695	 smoothness 19.92621421813965	 sharpness 26.1719913482666
==> Epoch 133/2000
==> Test
Train Loss 1.7185211181640625	 Train Accuracy (%): 39.5 	 Test Accuracy (%): 38.060001373291016	 gHg: 24.487165451049805	 smoothness 20.123716354370117	 sharpness 24.01778793334961
==> Epoch 134/2000
==> Test
Train Loss 1.7246876955032349	 Train Accuracy (%): 38.599998474121094 	 Test Accuracy (%): 38.599998474121094	 gHg: 38.68422317504883	 smoothness 20.56307601928711	 sharpness 28.302474975585938
==> Epoch 135/2000
==> Test
Train Loss 1.7390568256378174	 Train Accuracy (%): 38.15999984741211 	 Test Accuracy (%): 38.380001068115234	 gHg: 30.855676651000977	 smoothness 19.5803165435791	 sharpness 24.42258644104004
==> Epoch 136/2000
==> Test
Train Loss 1.7310895919799805	 Train Accuracy (%): 38.119998931884766 	 Test Accuracy (%): 38.84000015258789	 gHg: 38.66225814819336	 smoothness 19.161767959594727	 sharpness 27.127822875976562
==> Epoch 137/2000
==> Test
Train Loss 1.7296016216278076	 Train Accuracy (%): 38.97999954223633 	 Test Accuracy (%): 38.689998626708984	 gHg: 24.971275329589844	 smoothness 18.682802200317383	 sharpness 23.248769760131836
==> Epoch 138/2000
==> Test
Train Loss 1.719511866569519	 Train Accuracy (%): 40.060001373291016 	 Test Accuracy (%): 38.88999938964844	 gHg: 26.537303924560547	 smoothness 18.325241088867188	 sharpness 25.035037994384766
==> Epoch 139/2000
==> Test
Train Loss 1.7110531330108643	 Train Accuracy (%): 39.540000915527344 	 Test Accuracy (%): 38.72999954223633	 gHg: 18.20926284790039	 smoothness 18.599634170532227	 sharpness 22.079723358154297
==> Epoch 140/2000
==> Test
Train Loss 1.7077043056488037	 Train Accuracy (%): 39.720001220703125 	 Test Accuracy (%): 38.90999984741211	 gHg: 20.136920928955078	 smoothness 18.445327758789062	 sharpness 24.483604431152344
==> Epoch 141/2000
==> Test
Train Loss 1.7046403884887695	 Train Accuracy (%): 39.720001220703125 	 Test Accuracy (%): 38.93000030517578	 gHg: 16.431365966796875	 smoothness 18.91346549987793	 sharpness 22.2100887298584
==> Epoch 142/2000
==> Test
Train Loss 1.7045484781265259	 Train Accuracy (%): 40.34000015258789 	 Test Accuracy (%): 39.11000061035156	 gHg: 21.485809326171875	 smoothness 19.13576316833496	 sharpness 24.709074020385742
==> Epoch 143/2000
==> Test
Train Loss 1.7129074335098267	 Train Accuracy (%): 39.52000045776367 	 Test Accuracy (%): 38.95000076293945	 gHg: 19.27874183654785	 smoothness 19.277097702026367	 sharpness 22.07086181640625
==> Epoch 144/2000
==> Test
Train Loss 1.7007503509521484	 Train Accuracy (%): 40.099998474121094 	 Test Accuracy (%): 39.06999969482422	 gHg: 22.361360549926758	 smoothness 19.070297241210938	 sharpness 24.375808715820312
==> Epoch 145/2000
==> Test
Train Loss 1.7127269506454468	 Train Accuracy (%): 39.36000061035156 	 Test Accuracy (%): 38.83000183105469	 gHg: 19.416959762573242	 smoothness 18.945842742919922	 sharpness 23.923751831054688
==> Epoch 146/2000
==> Test
Train Loss 1.7037956714630127	 Train Accuracy (%): 40.15999984741211 	 Test Accuracy (%): 39.099998474121094	 gHg: 19.571514129638672	 smoothness 18.58155059814453	 sharpness 24.02477264404297
==> Epoch 147/2000
==> Test
Train Loss 1.6865023374557495	 Train Accuracy (%): 40.2599983215332 	 Test Accuracy (%): 39.16999816894531	 gHg: 17.174955368041992	 smoothness 18.388832092285156	 sharpness 23.511791229248047
==> Epoch 148/2000
==> Test
Train Loss 1.6948364973068237	 Train Accuracy (%): 39.81999969482422 	 Test Accuracy (%): 39.2599983215332	 gHg: 15.967016220092773	 smoothness 18.339597702026367	 sharpness 23.533626556396484
==> Epoch 149/2000
==> Test
Train Loss 1.6974722146987915	 Train Accuracy (%): 40.08000183105469 	 Test Accuracy (%): 39.16999816894531	 gHg: 18.25035285949707	 smoothness 18.87937355041504	 sharpness 24.347484588623047
==> Epoch 150/2000
==> Test
Train Loss 1.6898095607757568	 Train Accuracy (%): 40.29999923706055 	 Test Accuracy (%): 39.16999816894531	 gHg: 19.772228240966797	 smoothness 19.457380294799805	 sharpness 24.485668182373047
==> Epoch 151/2000
==> Test
Train Loss 1.688954472541809	 Train Accuracy (%): 40.959999084472656 	 Test Accuracy (%): 39.06999969482422	 gHg: 23.932512283325195	 smoothness 19.850139617919922	 sharpness 25.420495986938477
==> Epoch 152/2000
==> Test
Train Loss 1.7027122974395752	 Train Accuracy (%): 39.040000915527344 	 Test Accuracy (%): 39.41999816894531	 gHg: 26.657695770263672	 smoothness 19.730308532714844	 sharpness 25.352582931518555
==> Epoch 153/2000
==> Test
Train Loss 1.7005882263183594	 Train Accuracy (%): 39.86000061035156 	 Test Accuracy (%): 38.970001220703125	 gHg: 28.58397674560547	 smoothness 19.559513092041016	 sharpness 25.544567108154297
==> Epoch 154/2000
==> Test
Train Loss 1.6985687017440796	 Train Accuracy (%): 40.31999969482422 	 Test Accuracy (%): 39.439998626708984	 gHg: 28.967239379882812	 smoothness 19.256582260131836	 sharpness 25.81375503540039
==> Epoch 155/2000
==> Test
Train Loss 1.6934617757797241	 Train Accuracy (%): 40.08000183105469 	 Test Accuracy (%): 39.25	 gHg: 24.985673904418945	 smoothness 18.647035598754883	 sharpness 24.284912109375
==> Epoch 156/2000
==> Test
Train Loss 1.6964653730392456	 Train Accuracy (%): 40.380001068115234 	 Test Accuracy (%): 39.40999984741211	 gHg: 21.81100082397461	 smoothness 18.45195770263672	 sharpness 25.538331985473633
==> Epoch 157/2000
==> Test
Train Loss 1.6841670274734497	 Train Accuracy (%): 40.619998931884766 	 Test Accuracy (%): 39.41999816894531	 gHg: 19.026412963867188	 smoothness 18.497005462646484	 sharpness 24.418006896972656
==> Epoch 158/2000
==> Test
Train Loss 1.6884866952896118	 Train Accuracy (%): 40.540000915527344 	 Test Accuracy (%): 39.5099983215332	 gHg: 16.49993324279785	 smoothness 18.353586196899414	 sharpness 24.96916961669922
==> Epoch 159/2000
==> Test
Train Loss 1.6753562688827515	 Train Accuracy (%): 40.79999923706055 	 Test Accuracy (%): 39.470001220703125	 gHg: 16.58222198486328	 smoothness 18.412622451782227	 sharpness 25.107200622558594
==> Epoch 160/2000
==> Test
Train Loss 1.6731412410736084	 Train Accuracy (%): 40.41999816894531 	 Test Accuracy (%): 39.369998931884766	 gHg: 14.669668197631836	 smoothness 18.625667572021484	 sharpness 25.01500701904297
==> Epoch 161/2000
==> Test
Train Loss 1.6752289533615112	 Train Accuracy (%): 40.63999938964844 	 Test Accuracy (%): 39.540000915527344	 gHg: 16.375516891479492	 smoothness 18.620494842529297	 sharpness 25.62863540649414
==> Epoch 162/2000
==> Test
Train Loss 1.6734216213226318	 Train Accuracy (%): 40.279998779296875 	 Test Accuracy (%): 39.75	 gHg: 12.632444381713867	 smoothness 18.182043075561523	 sharpness 24.972679138183594
==> Epoch 163/2000
==> Test
Train Loss 1.6710935831069946	 Train Accuracy (%): 41.34000015258789 	 Test Accuracy (%): 39.63999938964844	 gHg: 14.582097053527832	 smoothness 18.24167251586914	 sharpness 25.846921920776367
==> Epoch 164/2000
==> Test
Train Loss 1.6700392961502075	 Train Accuracy (%): 40.18000030517578 	 Test Accuracy (%): 39.72999954223633	 gHg: 12.372218132019043	 smoothness 18.538881301879883	 sharpness 25.63857078552246
==> Epoch 165/2000
==> Test
Train Loss 1.6676607131958008	 Train Accuracy (%): 40.7599983215332 	 Test Accuracy (%): 39.38999938964844	 gHg: 18.571075439453125	 smoothness 19.31865882873535	 sharpness 25.66537857055664
==> Epoch 166/2000
==> Test
Train Loss 1.6678794622421265	 Train Accuracy (%): 39.91999816894531 	 Test Accuracy (%): 39.130001068115234	 gHg: 21.308340072631836	 smoothness 20.11892318725586	 sharpness 26.666128158569336
==> Epoch 167/2000
==> Test
Train Loss 1.681142807006836	 Train Accuracy (%): 39.20000076293945 	 Test Accuracy (%): 39.08000183105469	 gHg: 25.817184448242188	 smoothness 19.55130958557129	 sharpness 25.9665470123291
==> Epoch 168/2000
==> Test
Train Loss 1.676615595817566	 Train Accuracy (%): 39.7599983215332 	 Test Accuracy (%): 38.9900016784668	 gHg: 27.728588104248047	 smoothness 19.423925399780273	 sharpness 27.53288459777832
==> Epoch 169/2000
==> Test
Train Loss 1.6873629093170166	 Train Accuracy (%): 38.70000076293945 	 Test Accuracy (%): 39.040000915527344	 gHg: 28.339338302612305	 smoothness 19.50251007080078	 sharpness 26.26632308959961
==> Epoch 170/2000
==> Test
Train Loss 1.683289885520935	 Train Accuracy (%): 39.560001373291016 	 Test Accuracy (%): 39.16999816894531	 gHg: 27.51255226135254	 smoothness 18.964780807495117	 sharpness 27.229957580566406
==> Epoch 171/2000
==> Test
Train Loss 1.6761939525604248	 Train Accuracy (%): 40.439998626708984 	 Test Accuracy (%): 39.54999923706055	 gHg: 21.521759033203125	 smoothness 18.32664680480957	 sharpness 25.633451461791992
==> Epoch 172/2000
==> Test
Train Loss 1.6744388341903687	 Train Accuracy (%): 40.380001068115234 	 Test Accuracy (%): 39.97999954223633	 gHg: 22.522869110107422	 smoothness 18.603515625	 sharpness 26.912643432617188
==> Epoch 173/2000
==> Test
Train Loss 1.6687825918197632	 Train Accuracy (%): 39.84000015258789 	 Test Accuracy (%): 39.72999954223633	 gHg: 19.047748565673828	 smoothness 18.706192016601562	 sharpness 25.546875
==> Epoch 174/2000
==> Test
Train Loss 1.6582545042037964	 Train Accuracy (%): 41.040000915527344 	 Test Accuracy (%): 39.880001068115234	 gHg: 25.958681106567383	 smoothness 19.266462326049805	 sharpness 28.222707748413086
==> Epoch 175/2000
==> Test
Train Loss 1.6766972541809082	 Train Accuracy (%): 40.47999954223633 	 Test Accuracy (%): 39.61000061035156	 gHg: 28.133092880249023	 smoothness 19.867277145385742	 sharpness 25.097814559936523
==> Epoch 176/2000
==> Test
Train Loss 1.6834185123443604	 Train Accuracy (%): 40.119998931884766 	 Test Accuracy (%): 39.689998626708984	 gHg: 48.20338821411133	 smoothness 20.639476776123047	 sharpness 29.908857345581055
==> Epoch 177/2000
==> Test
Train Loss 1.7042726278305054	 Train Accuracy (%): 39.29999923706055 	 Test Accuracy (%): 39.04999923706055	 gHg: 54.744529724121094	 smoothness 20.619211196899414	 sharpness 25.580150604248047
==> Epoch 178/2000
==> Test
Train Loss 1.7036113739013672	 Train Accuracy (%): 39.380001068115234 	 Test Accuracy (%): 39.68000030517578	 gHg: 67.84580993652344	 smoothness 19.938108444213867	 sharpness 29.0627498626709
==> Epoch 179/2000
==> Test
Train Loss 1.7122260332107544	 Train Accuracy (%): 39.939998626708984 	 Test Accuracy (%): 39.119998931884766	 gHg: 53.588077545166016	 smoothness 19.02766227722168	 sharpness 24.27320098876953
==> Epoch 180/2000
==> Test
Train Loss 1.6928441524505615	 Train Accuracy (%): 39.79999923706055 	 Test Accuracy (%): 40.27000045776367	 gHg: 42.8452262878418	 smoothness 18.364164352416992	 sharpness 24.69944190979004
==> Epoch 181/2000
==> Test
Train Loss 1.6864068508148193	 Train Accuracy (%): 40.459999084472656 	 Test Accuracy (%): 39.91999816894531	 gHg: 28.874675750732422	 smoothness 17.939132690429688	 sharpness 22.37428855895996
==> Epoch 182/2000
==> Test
Train Loss 1.6633310317993164	 Train Accuracy (%): 41.20000076293945 	 Test Accuracy (%): 40.65999984741211	 gHg: 19.773391723632812	 smoothness 17.493305206298828	 sharpness 22.75379753112793
==> Epoch 183/2000
==> Test
Train Loss 1.6460131406784058	 Train Accuracy (%): 42.119998931884766 	 Test Accuracy (%): 40.290000915527344	 gHg: 13.652846336364746	 smoothness 17.391515731811523	 sharpness 21.49629020690918
==> Epoch 184/2000
==> Test
Train Loss 1.6486880779266357	 Train Accuracy (%): 41.7400016784668 	 Test Accuracy (%): 40.560001373291016	 gHg: 11.981653213500977	 smoothness 17.783584594726562	 sharpness 23.493892669677734
==> Epoch 185/2000
==> Test
Train Loss 1.6450982093811035	 Train Accuracy (%): 41.939998626708984 	 Test Accuracy (%): 40.20000076293945	 gHg: 11.68618392944336	 smoothness 18.363698959350586	 sharpness 22.709012985229492
==> Epoch 186/2000
==> Test
Train Loss 1.640343189239502	 Train Accuracy (%): 41.52000045776367 	 Test Accuracy (%): 40.4900016784668	 gHg: 16.228862762451172	 smoothness 19.295825958251953	 sharpness 23.83129119873047
==> Epoch 187/2000
==> Test
Train Loss 1.6546058654785156	 Train Accuracy (%): 41.63999938964844 	 Test Accuracy (%): 39.95000076293945	 gHg: 17.95737648010254	 smoothness 19.796316146850586	 sharpness 23.500999450683594
==> Epoch 188/2000
==> Test
Train Loss 1.6653906106948853	 Train Accuracy (%): 41.18000030517578 	 Test Accuracy (%): 40.279998779296875	 gHg: 27.982208251953125	 smoothness 20.098546981811523	 sharpness 25.923593521118164
==> Epoch 189/2000
==> Test
Train Loss 1.6633775234222412	 Train Accuracy (%): 40.79999923706055 	 Test Accuracy (%): 39.58000183105469	 gHg: 28.635831832885742	 smoothness 20.039098739624023	 sharpness 24.864707946777344
==> Epoch 190/2000
==> Test
Train Loss 1.6745522022247314	 Train Accuracy (%): 40.63999938964844 	 Test Accuracy (%): 40.0099983215332	 gHg: 40.78047561645508	 smoothness 20.140270233154297	 sharpness 26.91162872314453
==> Epoch 191/2000
==> Test
Train Loss 1.672034740447998	 Train Accuracy (%): 40.97999954223633 	 Test Accuracy (%): 39.68000030517578	 gHg: 35.107444763183594	 smoothness 19.611783981323242	 sharpness 24.679851531982422
==> Epoch 192/2000
==> Test
Train Loss 1.6628748178482056	 Train Accuracy (%): 41.2599983215332 	 Test Accuracy (%): 39.66999816894531	 gHg: 41.3074951171875	 smoothness 19.255786895751953	 sharpness 27.534931182861328
==> Epoch 193/2000
==> Test
Train Loss 1.6764353513717651	 Train Accuracy (%): 40.08000183105469 	 Test Accuracy (%): 39.5099983215332	 gHg: 33.52693557739258	 smoothness 19.3762149810791	 sharpness 24.34796714782715
==> Epoch 194/2000
==> Test
Train Loss 1.66727876663208	 Train Accuracy (%): 40.20000076293945 	 Test Accuracy (%): 39.529998779296875	 gHg: 39.554473876953125	 smoothness 19.248306274414062	 sharpness 26.90052604675293
==> Epoch 195/2000
==> Test
Train Loss 1.6689358949661255	 Train Accuracy (%): 40.619998931884766 	 Test Accuracy (%): 39.88999938964844	 gHg: 27.04384994506836	 smoothness 18.709970474243164	 sharpness 24.246700286865234
==> Epoch 196/2000
==> Test
Train Loss 1.641985535621643	 Train Accuracy (%): 41.47999954223633 	 Test Accuracy (%): 39.93000030517578	 gHg: 26.129243850708008	 smoothness 18.131376266479492	 sharpness 25.780441284179688
==> Epoch 197/2000
==> Test
Train Loss 1.6547775268554688	 Train Accuracy (%): 41.70000076293945 	 Test Accuracy (%): 40.209999084472656	 gHg: 19.459632873535156	 smoothness 18.611854553222656	 sharpness 23.550464630126953
==> Epoch 198/2000
==> Test
Train Loss 1.6478776931762695	 Train Accuracy (%): 41.63999938964844 	 Test Accuracy (%): 40.40999984741211	 gHg: 24.1099853515625	 smoothness 18.98566246032715	 sharpness 25.552581787109375
==> Epoch 199/2000
==> Test
Train Loss 1.6387789249420166	 Train Accuracy (%): 41.7400016784668 	 Test Accuracy (%): 40.279998779296875	 gHg: 17.465221405029297	 smoothness 18.56589698791504	 sharpness 23.36111831665039
==> Epoch 200/2000
==> Test
Train Loss 1.6308010816574097	 Train Accuracy (%): 41.779998779296875 	 Test Accuracy (%): 40.33000183105469	 gHg: 19.898998260498047	 smoothness 18.402433395385742	 sharpness 25.474151611328125
==> Epoch 201/2000
==> Test
Train Loss 1.627960443496704	 Train Accuracy (%): 42.34000015258789 	 Test Accuracy (%): 40.380001068115234	 gHg: 15.280454635620117	 smoothness 18.669206619262695	 sharpness 23.597633361816406
==> Epoch 202/2000
==> Test
Train Loss 1.630836009979248	 Train Accuracy (%): 42.279998779296875 	 Test Accuracy (%): 40.439998626708984	 gHg: 20.050220489501953	 smoothness 19.00429344177246	 sharpness 25.62242889404297
==> Epoch 203/2000
==> Test
Train Loss 1.6423636674880981	 Train Accuracy (%): 41.5 	 Test Accuracy (%): 40.400001525878906	 gHg: 20.180448532104492	 smoothness 19.779144287109375	 sharpness 23.894817352294922
==> Epoch 204/2000
==> Test
Train Loss 1.6412107944488525	 Train Accuracy (%): 41.97999954223633 	 Test Accuracy (%): 40.689998626708984	 gHg: 31.780677795410156	 smoothness 19.9025821685791	 sharpness 27.496679306030273
==> Epoch 205/2000
==> Test
Train Loss 1.6483322381973267	 Train Accuracy (%): 42.599998474121094 	 Test Accuracy (%): 40.31999969482422	 gHg: 26.807907104492188	 smoothness 19.505786895751953	 sharpness 24.252649307250977
==> Epoch 206/2000
==> Test
Train Loss 1.6472476720809937	 Train Accuracy (%): 41.2400016784668 	 Test Accuracy (%): 40.650001525878906	 gHg: 36.410850524902344	 smoothness 19.489648818969727	 sharpness 28.24680519104004
==> Epoch 207/2000
==> Test
Train Loss 1.6518468856811523	 Train Accuracy (%): 41.459999084472656 	 Test Accuracy (%): 40.45000076293945	 gHg: 30.934757232666016	 smoothness 19.50187110900879	 sharpness 24.213947296142578
==> Epoch 208/2000
==> Test
Train Loss 1.6454523801803589	 Train Accuracy (%): 41.040000915527344 	 Test Accuracy (%): 40.31999969482422	 gHg: 41.05470275878906	 smoothness 19.770702362060547	 sharpness 28.502384185791016
==> Epoch 209/2000
==> Test
Train Loss 1.6543691158294678	 Train Accuracy (%): 41.459999084472656 	 Test Accuracy (%): 40.68000030517578	 gHg: 34.0941047668457	 smoothness 19.326568603515625	 sharpness 24.672590255737305
==> Epoch 210/2000
==> Test
Train Loss 1.64931058883667	 Train Accuracy (%): 40.29999923706055 	 Test Accuracy (%): 40.45000076293945	 gHg: 32.20574188232422	 smoothness 18.64209747314453	 sharpness 27.431400299072266
==> Epoch 211/2000
==> Test
Train Loss 1.6360450983047485	 Train Accuracy (%): 42.459999084472656 	 Test Accuracy (%): 40.790000915527344	 gHg: 25.63780975341797	 smoothness 18.53900909423828	 sharpness 24.58283233642578
==> Epoch 212/2000
==> Test
Train Loss 1.6362626552581787	 Train Accuracy (%): 41.68000030517578 	 Test Accuracy (%): 40.47999954223633	 gHg: 24.646617889404297	 smoothness 18.550777435302734	 sharpness 26.79408073425293
==> Epoch 213/2000
==> Test
Train Loss 1.6376577615737915	 Train Accuracy (%): 42.31999969482422 	 Test Accuracy (%): 41.09000015258789	 gHg: 20.21707534790039	 smoothness 18.536182403564453	 sharpness 24.93104362487793
==> Epoch 214/2000
==> Test
Train Loss 1.624638557434082	 Train Accuracy (%): 42.13999938964844 	 Test Accuracy (%): 40.61000061035156	 gHg: 20.125612258911133	 smoothness 18.387439727783203	 sharpness 25.813453674316406
==> Epoch 215/2000
==> Test
Train Loss 1.6247637271881104	 Train Accuracy (%): 42.97999954223633 	 Test Accuracy (%): 41.22999954223633	 gHg: 21.166282653808594	 smoothness 19.115243911743164	 sharpness 24.776607513427734
==> Epoch 216/2000
==> Test
Train Loss 1.632900595664978	 Train Accuracy (%): 40.63999938964844 	 Test Accuracy (%): 39.95000076293945	 gHg: 27.31924057006836	 smoothness 19.46772575378418	 sharpness 26.50556182861328
==> Epoch 217/2000
==> Test
Train Loss 1.6231497526168823	 Train Accuracy (%): 42.86000061035156 	 Test Accuracy (%): 41.060001373291016	 gHg: 27.410131454467773	 smoothness 19.354310989379883	 sharpness 24.87594985961914
==> Epoch 218/2000
==> Test
Train Loss 1.6347419023513794	 Train Accuracy (%): 41.2400016784668 	 Test Accuracy (%): 39.310001373291016	 gHg: 33.47901916503906	 smoothness 19.453285217285156	 sharpness 25.003400802612305
==> Epoch 219/2000
==> Test
Train Loss 1.6419821977615356	 Train Accuracy (%): 41.0 	 Test Accuracy (%): 40.36000061035156	 gHg: 48.83050537109375	 smoothness 20.666404724121094	 sharpness 26.64371681213379
==> Epoch 220/2000
==> Test
Train Loss 1.6677552461624146	 Train Accuracy (%): 40.720001220703125 	 Test Accuracy (%): 38.83000183105469	 gHg: 47.514312744140625	 smoothness 19.976659774780273	 sharpness 25.051956176757812
==> Epoch 221/2000
==> Test
Train Loss 1.669077754020691	 Train Accuracy (%): 40.20000076293945 	 Test Accuracy (%): 40.56999969482422	 gHg: 53.116554260253906	 smoothness 19.36573028564453	 sharpness 26.64447593688965
==> Epoch 222/2000
==> Test
Train Loss 1.659003734588623	 Train Accuracy (%): 40.34000015258789 	 Test Accuracy (%): 39.220001220703125	 gHg: 36.014793395996094	 smoothness 18.767759323120117	 sharpness 23.343603134155273
==> Epoch 223/2000
==> Test
Train Loss 1.641203761100769	 Train Accuracy (%): 42.13999938964844 	 Test Accuracy (%): 40.970001220703125	 gHg: 37.883018493652344	 smoothness 18.51518440246582	 sharpness 25.697673797607422
==> Epoch 224/2000
==> Test
Train Loss 1.6468086242675781	 Train Accuracy (%): 42.13999938964844 	 Test Accuracy (%): 40.18000030517578	 gHg: 22.75892448425293	 smoothness 18.362342834472656	 sharpness 22.472610473632812
==> Epoch 225/2000
==> Test
Train Loss 1.612596035003662	 Train Accuracy (%): 43.040000915527344 	 Test Accuracy (%): 41.33000183105469	 gHg: 25.012374877929688	 smoothness 18.093448638916016	 sharpness 25.036592483520508
==> Epoch 226/2000
==> Test
Train Loss 1.6209338903427124	 Train Accuracy (%): 42.939998626708984 	 Test Accuracy (%): 40.650001525878906	 gHg: 15.623136520385742	 smoothness 18.336833953857422	 sharpness 21.905235290527344
==> Epoch 227/2000
==> Test
Train Loss 1.6155986785888672	 Train Accuracy (%): 42.540000915527344 	 Test Accuracy (%): 41.310001373291016	 gHg: 20.235776901245117	 smoothness 18.383941650390625	 sharpness 25.61121368408203
==> Epoch 228/2000
==> Test
Train Loss 1.6211481094360352	 Train Accuracy (%): 42.81999969482422 	 Test Accuracy (%): 40.720001220703125	 gHg: 14.65138053894043	 smoothness 18.60577964782715	 sharpness 22.283227920532227
==> Epoch 229/2000
==> Test
Train Loss 1.610238790512085	 Train Accuracy (%): 43.279998779296875 	 Test Accuracy (%): 41.400001525878906	 gHg: 23.182640075683594	 smoothness 19.241065979003906	 sharpness 26.45104217529297
==> Epoch 230/2000
==> Test
Train Loss 1.6183289289474487	 Train Accuracy (%): 42.70000076293945 	 Test Accuracy (%): 40.650001525878906	 gHg: 16.364604949951172	 smoothness 18.60066795349121	 sharpness 23.875089645385742
==> Epoch 231/2000
==> Test
Train Loss 1.6082091331481934	 Train Accuracy (%): 43.220001220703125 	 Test Accuracy (%): 41.40999984741211	 gHg: 20.59326934814453	 smoothness 18.650165557861328	 sharpness 26.057371139526367
==> Epoch 232/2000
==> Test
Train Loss 1.6052908897399902	 Train Accuracy (%): 43.31999969482422 	 Test Accuracy (%): 40.5099983215332	 gHg: 17.879024505615234	 smoothness 19.078208923339844	 sharpness 24.322771072387695
==> Epoch 233/2000
==> Test
Train Loss 1.609110713005066	 Train Accuracy (%): 42.959999084472656 	 Test Accuracy (%): 41.150001525878906	 gHg: 28.361656188964844	 smoothness 19.890920639038086	 sharpness 26.862777709960938
==> Epoch 234/2000
==> Test
Train Loss 1.6141440868377686	 Train Accuracy (%): 42.63999938964844 	 Test Accuracy (%): 40.029998779296875	 gHg: 26.679903030395508	 smoothness 19.826627731323242	 sharpness 25.507728576660156
==> Epoch 235/2000
==> Test
Train Loss 1.6151355504989624	 Train Accuracy (%): 41.779998779296875 	 Test Accuracy (%): 40.84000015258789	 gHg: 39.67682647705078	 smoothness 20.03475570678711	 sharpness 28.326833724975586
==> Epoch 236/2000
==> Test
Train Loss 1.6359487771987915	 Train Accuracy (%): 41.459999084472656 	 Test Accuracy (%): 39.84000015258789	 gHg: 34.14346694946289	 smoothness 19.609745025634766	 sharpness 24.093704223632812
==> Epoch 237/2000
==> Test
Train Loss 1.6310675144195557	 Train Accuracy (%): 41.720001220703125 	 Test Accuracy (%): 40.88999938964844	 gHg: 35.811431884765625	 smoothness 18.899654388427734	 sharpness 27.649860382080078
==> Epoch 238/2000
==> Test
Train Loss 1.6302138566970825	 Train Accuracy (%): 41.7599983215332 	 Test Accuracy (%): 40.5099983215332	 gHg: 27.36371421813965	 smoothness 18.72332000732422	 sharpness 24.974149703979492
==> Epoch 239/2000
==> Test
Train Loss 1.6157647371292114	 Train Accuracy (%): 43.34000015258789 	 Test Accuracy (%): 40.9900016784668	 gHg: 28.13970184326172	 smoothness 18.59186363220215	 sharpness 26.67354393005371
==> Epoch 240/2000
==> Test
Train Loss 1.61592435836792	 Train Accuracy (%): 42.84000015258789 	 Test Accuracy (%): 41.0099983215332	 gHg: 21.960912704467773	 smoothness 18.66461944580078	 sharpness 24.226648330688477
==> Epoch 241/2000
==> Test
Train Loss 1.6090269088745117	 Train Accuracy (%): 43.220001220703125 	 Test Accuracy (%): 40.65999984741211	 gHg: 27.399795532226562	 smoothness 19.14369773864746	 sharpness 26.67791175842285
==> Epoch 242/2000
==> Test
Train Loss 1.6038075685501099	 Train Accuracy (%): 43.79999923706055 	 Test Accuracy (%): 41.310001373291016	 gHg: 20.90532684326172	 smoothness 18.68720054626465	 sharpness 24.01605796813965
==> Epoch 243/2000
==> Test
Train Loss 1.606344223022461	 Train Accuracy (%): 43.41999816894531 	 Test Accuracy (%): 41.08000183105469	 gHg: 20.46955680847168	 smoothness 18.119182586669922	 sharpness 26.282609939575195
==> Epoch 244/2000
==> Test
Train Loss 1.595664381980896	 Train Accuracy (%): 43.70000076293945 	 Test Accuracy (%): 41.47999954223633	 gHg: 16.12350845336914	 smoothness 18.190410614013672	 sharpness 23.59618377685547
==> Epoch 245/2000
==> Test
Train Loss 1.5993647575378418	 Train Accuracy (%): 43.619998931884766 	 Test Accuracy (%): 41.2400016784668	 gHg: 21.34536361694336	 smoothness 19.050918579101562	 sharpness 26.506635665893555
==> Epoch 246/2000
==> Test
Train Loss 1.6083641052246094	 Train Accuracy (%): 43.400001525878906 	 Test Accuracy (%): 41.04999923706055	 gHg: 23.308805465698242	 smoothness 19.94704246520996	 sharpness 24.240510940551758
==> Epoch 247/2000
==> Test
Train Loss 1.611395239830017	 Train Accuracy (%): 42.7400016784668 	 Test Accuracy (%): 40.77000045776367	 gHg: 39.52058410644531	 smoothness 20.378589630126953	 sharpness 27.881330490112305
==> Epoch 248/2000
==> Test
Train Loss 1.617245078086853	 Train Accuracy (%): 42.63999938964844 	 Test Accuracy (%): 40.7400016784668	 gHg: 38.498077392578125	 smoothness 20.033472061157227	 sharpness 24.9199275970459
==> Epoch 249/2000
==> Test
Train Loss 1.6225011348724365	 Train Accuracy (%): 42.0 	 Test Accuracy (%): 40.369998931884766	 gHg: 49.27741241455078	 smoothness 19.668193817138672	 sharpness 28.714494705200195
==> Epoch 250/2000
==> Test
Train Loss 1.6314347982406616	 Train Accuracy (%): 41.720001220703125 	 Test Accuracy (%): 40.63999938964844	 gHg: 42.82461166381836	 smoothness 19.618854522705078	 sharpness 24.975406646728516
==> Epoch 251/2000
==> Test
Train Loss 1.6318750381469727	 Train Accuracy (%): 41.68000030517578 	 Test Accuracy (%): 40.279998779296875	 gHg: 52.64633560180664	 smoothness 19.509214401245117	 sharpness 28.3690242767334
==> Epoch 252/2000
==> Test
Train Loss 1.6386054754257202	 Train Accuracy (%): 42.900001525878906 	 Test Accuracy (%): 41.13999938964844	 gHg: 42.43398666381836	 smoothness 19.40766716003418	 sharpness 24.76009178161621
==> Epoch 253/2000
==> Test
Train Loss 1.631752848625183	 Train Accuracy (%): 41.279998779296875 	 Test Accuracy (%): 40.45000076293945	 gHg: 47.43606185913086	 smoothness 19.239843368530273	 sharpness 27.80109214782715
==> Epoch 254/2000
==> Test
Train Loss 1.6178847551345825	 Train Accuracy (%): 42.459999084472656 	 Test Accuracy (%): 41.29999923706055	 gHg: 39.109718322753906	 smoothness 19.048965454101562	 sharpness 24.561626434326172
==> Epoch 255/2000
==> Test
Train Loss 1.6175191402435303	 Train Accuracy (%): 42.34000015258789 	 Test Accuracy (%): 40.959999084472656	 gHg: 35.00944519042969	 smoothness 18.721485137939453	 sharpness 26.522428512573242
==> Epoch 256/2000
==> Test
Train Loss 1.6120309829711914	 Train Accuracy (%): 42.880001068115234 	 Test Accuracy (%): 41.470001220703125	 gHg: 28.75934600830078	 smoothness 18.476253509521484	 sharpness 24.711528778076172
==> Epoch 257/2000
==> Test
Train Loss 1.6092983484268188	 Train Accuracy (%): 42.5 	 Test Accuracy (%): 41.41999816894531	 gHg: 21.940662384033203	 smoothness 18.052509307861328	 sharpness 25.65634536743164
==> Epoch 258/2000
==> Test
Train Loss 1.5931264162063599	 Train Accuracy (%): 44.15999984741211 	 Test Accuracy (%): 41.68000030517578	 gHg: 17.536277770996094	 smoothness 17.840173721313477	 sharpness 23.750825881958008
==> Epoch 259/2000
==> Test
Train Loss 1.5766456127166748	 Train Accuracy (%): 44.099998474121094 	 Test Accuracy (%): 41.43000030517578	 gHg: 13.808914184570312	 smoothness 17.840438842773438	 sharpness 25.4212646484375
==> Epoch 260/2000
==> Test
Train Loss 1.5816891193389893	 Train Accuracy (%): 43.97999954223633 	 Test Accuracy (%): 41.84000015258789	 gHg: 12.739629745483398	 smoothness 17.836841583251953	 sharpness 24.127012252807617
==> Epoch 261/2000
==> Test
Train Loss 1.5857146978378296	 Train Accuracy (%): 43.29999923706055 	 Test Accuracy (%): 41.41999816894531	 gHg: 12.652116775512695	 smoothness 18.253787994384766	 sharpness 25.868860244750977
==> Epoch 262/2000
==> Test
Train Loss 1.5708158016204834	 Train Accuracy (%): 45.20000076293945 	 Test Accuracy (%): 41.77000045776367	 gHg: 12.677783012390137	 smoothness 18.239309310913086	 sharpness 24.758922576904297
==> Epoch 263/2000
==> Test
Train Loss 1.5807029008865356	 Train Accuracy (%): 43.779998779296875 	 Test Accuracy (%): 41.54999923706055	 gHg: 11.06035041809082	 smoothness 17.723316192626953	 sharpness 26.105928421020508
==> Epoch 264/2000
==> Test
Train Loss 1.5744889974594116	 Train Accuracy (%): 44.20000076293945 	 Test Accuracy (%): 41.900001525878906	 gHg: 10.646288871765137	 smoothness 17.7360897064209	 sharpness 23.900344848632812
==> Epoch 265/2000
==> Test
Train Loss 1.5644179582595825	 Train Accuracy (%): 45.040000915527344 	 Test Accuracy (%): 41.31999969482422	 gHg: 11.573090553283691	 smoothness 18.124574661254883	 sharpness 25.93742561340332
==> Epoch 266/2000
==> Test
Train Loss 1.570157766342163	 Train Accuracy (%): 45.15999984741211 	 Test Accuracy (%): 42.15999984741211	 gHg: 13.822440147399902	 smoothness 18.47307777404785	 sharpness 24.88702392578125
==> Epoch 267/2000
==> Test
Train Loss 1.582794427871704	 Train Accuracy (%): 44.02000045776367 	 Test Accuracy (%): 41.08000183105469	 gHg: 19.867286682128906	 smoothness 19.759449005126953	 sharpness 26.176904678344727
==> Epoch 268/2000
==> Test
Train Loss 1.5901402235031128	 Train Accuracy (%): 43.400001525878906 	 Test Accuracy (%): 41.9900016784668	 gHg: 33.61902618408203	 smoothness 20.72817611694336	 sharpness 26.752742767333984
==> Epoch 269/2000
==> Test
Train Loss 1.6065489053726196	 Train Accuracy (%): 43.099998474121094 	 Test Accuracy (%): 39.900001525878906	 gHg: 48.806304931640625	 smoothness 21.238887786865234	 sharpness 27.886516571044922
==> Epoch 270/2000
==> Test
Train Loss 1.632066011428833	 Train Accuracy (%): 42.619998931884766 	 Test Accuracy (%): 41.220001220703125	 gHg: 70.43388366699219	 smoothness 21.19205093383789	 sharpness 27.656240463256836
==> Epoch 271/2000
==> Test
Train Loss 1.6518077850341797	 Train Accuracy (%): 41.20000076293945 	 Test Accuracy (%): 39.279998779296875	 gHg: 79.90151977539062	 smoothness 20.16614532470703	 sharpness 28.584938049316406
==> Epoch 272/2000
==> Test
Train Loss 1.6481406688690186	 Train Accuracy (%): 41.2400016784668 	 Test Accuracy (%): 41.18000030517578	 gHg: 66.17372131347656	 smoothness 19.085317611694336	 sharpness 26.17475700378418
==> Epoch 273/2000
==> Test
Train Loss 1.6336874961853027	 Train Accuracy (%): 41.380001068115234 	 Test Accuracy (%): 39.650001525878906	 gHg: 56.314823150634766	 smoothness 18.456533432006836	 sharpness 26.52754020690918
==> Epoch 274/2000
==> Test
Train Loss 1.6218461990356445	 Train Accuracy (%): 42.70000076293945 	 Test Accuracy (%): 41.45000076293945	 gHg: 39.545684814453125	 smoothness 18.177831649780273	 sharpness 25.73125648498535
==> Epoch 275/2000
==> Test
Train Loss 1.602339267730713	 Train Accuracy (%): 42.2400016784668 	 Test Accuracy (%): 40.29999923706055	 gHg: 33.00536346435547	 smoothness 18.107816696166992	 sharpness 24.317195892333984
==> Epoch 276/2000
==> Test
Train Loss 1.595276951789856	 Train Accuracy (%): 43.599998474121094 	 Test Accuracy (%): 41.349998474121094	 gHg: 36.56244659423828	 smoothness 18.825284957885742	 sharpness 27.75606346130371
==> Epoch 277/2000
==> Test
Train Loss 1.5842125415802002	 Train Accuracy (%): 43.34000015258789 	 Test Accuracy (%): 40.61000061035156	 gHg: 28.037189483642578	 smoothness 18.920778274536133	 sharpness 23.073762893676758
==> Epoch 278/2000
==> Test
Train Loss 1.5868598222732544	 Train Accuracy (%): 44.2400016784668 	 Test Accuracy (%): 41.45000076293945	 gHg: 44.175811767578125	 smoothness 19.808578491210938	 sharpness 28.162187576293945
==> Epoch 279/2000
==> Test
Train Loss 1.6026722192764282	 Train Accuracy (%): 43.439998626708984 	 Test Accuracy (%): 40.34000015258789	 gHg: 33.87461853027344	 smoothness 19.602327346801758	 sharpness 25.39999771118164
==> Epoch 280/2000
==> Test
Train Loss 1.6015346050262451	 Train Accuracy (%): 43.7599983215332 	 Test Accuracy (%): 41.06999969482422	 gHg: 64.51568603515625	 smoothness 20.206035614013672	 sharpness 29.885862350463867
==> Epoch 281/2000
==> Test
Train Loss 1.6325949430465698	 Train Accuracy (%): 42.040000915527344 	 Test Accuracy (%): 40.58000183105469	 gHg: 40.07943344116211	 smoothness 19.622896194458008	 sharpness 25.45282554626465
==> Epoch 282/2000
==> Test
Train Loss 1.6009711027145386	 Train Accuracy (%): 43.52000045776367 	 Test Accuracy (%): 41.400001525878906	 gHg: 55.798057556152344	 smoothness 18.949708938598633	 sharpness 28.026174545288086
==> Epoch 283/2000
==> Test
Train Loss 1.611246943473816	 Train Accuracy (%): 43.18000030517578 	 Test Accuracy (%): 40.52000045776367	 gHg: 33.59419250488281	 smoothness 18.730207443237305	 sharpness 24.04966163635254
==> Epoch 284/2000
==> Test
Train Loss 1.5957874059677124	 Train Accuracy (%): 43.70000076293945 	 Test Accuracy (%): 41.709999084472656	 gHg: 34.2559814453125	 smoothness 18.30615234375	 sharpness 25.620792388916016
==> Epoch 285/2000
==> Test
Train Loss 1.600712537765503	 Train Accuracy (%): 43.720001220703125 	 Test Accuracy (%): 41.08000183105469	 gHg: 27.173789978027344	 smoothness 18.92667007446289	 sharpness 24.044410705566406
==> Epoch 286/2000
==> Test
Train Loss 1.5733121633529663	 Train Accuracy (%): 43.97999954223633 	 Test Accuracy (%): 41.88999938964844	 gHg: 28.914710998535156	 smoothness 18.785512924194336	 sharpness 25.34014320373535
==> Epoch 287/2000
==> Test
Train Loss 1.58394455909729	 Train Accuracy (%): 43.880001068115234 	 Test Accuracy (%): 41.33000183105469	 gHg: 21.245677947998047	 smoothness 18.367523193359375	 sharpness 23.28496742248535
==> Epoch 288/2000
==> Test
Train Loss 1.569434642791748	 Train Accuracy (%): 44.5 	 Test Accuracy (%): 42.040000915527344	 gHg: 20.87973976135254	 smoothness 18.225284576416016	 sharpness 24.924861907958984
==> Epoch 289/2000
==> Test
Train Loss 1.568235158920288	 Train Accuracy (%): 45.13999938964844 	 Test Accuracy (%): 41.47999954223633	 gHg: 19.4807071685791	 smoothness 19.029909133911133	 sharpness 23.924867630004883
==> Epoch 290/2000
==> Test
Train Loss 1.5758781433105469	 Train Accuracy (%): 44.099998474121094 	 Test Accuracy (%): 41.880001068115234	 gHg: 23.5709228515625	 smoothness 18.95771598815918	 sharpness 26.399808883666992
==> Epoch 291/2000
==> Test
Train Loss 1.5729213953018188	 Train Accuracy (%): 45.279998779296875 	 Test Accuracy (%): 41.54999923706055	 gHg: 19.070276260375977	 smoothness 18.68415069580078	 sharpness 24.034400939941406
==> Epoch 292/2000
==> Test
Train Loss 1.5632272958755493	 Train Accuracy (%): 44.52000045776367 	 Test Accuracy (%): 42.11000061035156	 gHg: 20.70380401611328	 smoothness 18.554485321044922	 sharpness 26.018817901611328
==> Epoch 293/2000
==> Test
Train Loss 1.5711145401000977	 Train Accuracy (%): 44.02000045776367 	 Test Accuracy (%): 41.369998931884766	 gHg: 18.554508209228516	 smoothness 18.94617462158203	 sharpness 24.7828311920166
==> Epoch 294/2000
==> Test
Train Loss 1.5733236074447632	 Train Accuracy (%): 44.939998626708984 	 Test Accuracy (%): 42.290000915527344	 gHg: 26.1146183013916	 smoothness 19.466060638427734	 sharpness 27.513158798217773
==> Epoch 295/2000
==> Test
Train Loss 1.5816718339920044	 Train Accuracy (%): 44.2400016784668 	 Test Accuracy (%): 41.380001068115234	 gHg: 22.037080764770508	 smoothness 19.25604248046875	 sharpness 25.404024124145508
==> Epoch 296/2000
==> Test
Train Loss 1.577012062072754	 Train Accuracy (%): 44.58000183105469 	 Test Accuracy (%): 42.459999084472656	 gHg: 29.01005744934082	 smoothness 19.108734130859375	 sharpness 27.9652156829834
==> Epoch 297/2000
==> Test
Train Loss 1.5615870952606201	 Train Accuracy (%): 44.13999938964844 	 Test Accuracy (%): 41.400001525878906	 gHg: 21.979328155517578	 smoothness 18.845022201538086	 sharpness 25.376144409179688
==> Epoch 298/2000
==> Test
Train Loss 1.5679702758789062	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 42.599998474121094	 gHg: 28.11539077758789	 smoothness 18.959545135498047	 sharpness 24.732641220092773
==> Epoch 299/2000
==> Test
Train Loss 1.5784155130386353	 Train Accuracy (%): 44.91999816894531 	 Test Accuracy (%): 41.400001525878906	 gHg: 24.397598266601562	 smoothness 19.370967864990234	 sharpness 25.484554290771484
==> Epoch 300/2000
==> Test
Train Loss 1.5616943836212158	 Train Accuracy (%): 45.34000015258789 	 Test Accuracy (%): 41.88999938964844	 gHg: 34.22777557373047	 smoothness 19.447816848754883	 sharpness 28.144184112548828
==> Epoch 301/2000
==> Test
Train Loss 1.5711655616760254	 Train Accuracy (%): 44.65999984741211 	 Test Accuracy (%): 41.310001373291016	 gHg: 29.659366607666016	 smoothness 19.40351676940918	 sharpness 24.240324020385742
==> Epoch 302/2000
==> Test
Train Loss 1.5763095617294312	 Train Accuracy (%): 44.52000045776367 	 Test Accuracy (%): 42.08000183105469	 gHg: 36.93687438964844	 smoothness 19.309057235717773	 sharpness 28.119516372680664
==> Epoch 303/2000
==> Test
Train Loss 1.5699774026870728	 Train Accuracy (%): 44.7599983215332 	 Test Accuracy (%): 41.47999954223633	 gHg: 35.038673400878906	 smoothness 19.45415687561035	 sharpness 25.534067153930664
==> Epoch 304/2000
==> Test
Train Loss 1.5759789943695068	 Train Accuracy (%): 44.060001373291016 	 Test Accuracy (%): 41.650001525878906	 gHg: 43.496826171875	 smoothness 19.79774284362793	 sharpness 28.908662796020508
==> Epoch 305/2000
==> Test
Train Loss 1.578568935394287	 Train Accuracy (%): 44.29999923706055 	 Test Accuracy (%): 41.45000076293945	 gHg: 45.8272705078125	 smoothness 19.8455867767334	 sharpness 25.11289405822754
==> Epoch 306/2000
==> Test
Train Loss 1.5841293334960938	 Train Accuracy (%): 43.52000045776367 	 Test Accuracy (%): 41.11000061035156	 gHg: 48.481502532958984	 smoothness 19.41628074645996	 sharpness 28.892988204956055
==> Epoch 307/2000
==> Test
Train Loss 1.594378113746643	 Train Accuracy (%): 43.720001220703125 	 Test Accuracy (%): 41.779998779296875	 gHg: 47.67138671875	 smoothness 19.38481903076172	 sharpness 25.8704776763916
==> Epoch 308/2000
==> Test
Train Loss 1.5889965295791626	 Train Accuracy (%): 42.939998626708984 	 Test Accuracy (%): 41.209999084472656	 gHg: 45.83806610107422	 smoothness 19.08622932434082	 sharpness 28.27915382385254
==> Epoch 309/2000
==> Test
Train Loss 1.5865509510040283	 Train Accuracy (%): 44.060001373291016 	 Test Accuracy (%): 42.060001373291016	 gHg: 42.370147705078125	 smoothness 18.9439697265625	 sharpness 26.943565368652344
==> Epoch 310/2000
==> Test
Train Loss 1.5826796293258667	 Train Accuracy (%): 43.15999984741211 	 Test Accuracy (%): 41.560001373291016	 gHg: 34.80809783935547	 smoothness 18.577476501464844	 sharpness 27.21421241760254
==> Epoch 311/2000
==> Test
Train Loss 1.5727492570877075	 Train Accuracy (%): 44.18000030517578 	 Test Accuracy (%): 42.41999816894531	 gHg: 33.61128234863281	 smoothness 18.486021041870117	 sharpness 26.74159812927246
==> Epoch 312/2000
==> Test
Train Loss 1.564786672592163	 Train Accuracy (%): 43.7599983215332 	 Test Accuracy (%): 41.59000015258789	 gHg: 24.39196014404297	 smoothness 18.194969177246094	 sharpness 25.671707153320312
==> Epoch 313/2000
==> Test
Train Loss 1.5528881549835205	 Train Accuracy (%): 44.68000030517578 	 Test Accuracy (%): 42.5099983215332	 gHg: 23.860721588134766	 smoothness 18.258541107177734	 sharpness 25.48709487915039
==> Epoch 314/2000
==> Test
Train Loss 1.5520192384719849	 Train Accuracy (%): 45.220001220703125 	 Test Accuracy (%): 41.61000061035156	 gHg: 20.581256866455078	 smoothness 18.521007537841797	 sharpness 25.089487075805664
==> Epoch 315/2000
==> Test
Train Loss 1.549072504043579	 Train Accuracy (%): 45.040000915527344 	 Test Accuracy (%): 42.59000015258789	 gHg: 24.321735382080078	 smoothness 18.737762451171875	 sharpness 25.648967742919922
==> Epoch 316/2000
==> Test
Train Loss 1.5578761100769043	 Train Accuracy (%): 44.36000061035156 	 Test Accuracy (%): 41.34000015258789	 gHg: 27.591461181640625	 smoothness 19.48697853088379	 sharpness 25.47319793701172
==> Epoch 317/2000
==> Test
Train Loss 1.5615684986114502	 Train Accuracy (%): 44.060001373291016 	 Test Accuracy (%): 42.689998626708984	 gHg: 35.00452423095703	 smoothness 20.04497528076172	 sharpness 26.096513748168945
==> Epoch 318/2000
==> Test
Train Loss 1.5716599225997925	 Train Accuracy (%): 43.79999923706055 	 Test Accuracy (%): 40.83000183105469	 gHg: 41.72201156616211	 smoothness 19.9464168548584	 sharpness 26.15680503845215
==> Epoch 319/2000
==> Test
Train Loss 1.5805628299713135	 Train Accuracy (%): 43.63999938964844 	 Test Accuracy (%): 42.33000183105469	 gHg: 53.2197265625	 smoothness 20.017839431762695	 sharpness 27.837350845336914
==> Epoch 320/2000
==> Test
Train Loss 1.5885740518569946	 Train Accuracy (%): 43.5 	 Test Accuracy (%): 40.709999084472656	 gHg: 44.751251220703125	 smoothness 19.366966247558594	 sharpness 25.880983352661133
==> Epoch 321/2000
==> Test
Train Loss 1.5817196369171143	 Train Accuracy (%): 44.0 	 Test Accuracy (%): 42.869998931884766	 gHg: 52.11933517456055	 smoothness 18.90679359436035	 sharpness 29.10573959350586
==> Epoch 322/2000
==> Test
Train Loss 1.5748357772827148	 Train Accuracy (%): 44.040000915527344 	 Test Accuracy (%): 40.939998626708984	 gHg: 32.561180114746094	 smoothness 18.669288635253906	 sharpness 25.172908782958984
==> Epoch 323/2000
==> Test
Train Loss 1.5632574558258057	 Train Accuracy (%): 45.619998931884766 	 Test Accuracy (%): 42.720001220703125	 gHg: 41.051334381103516	 smoothness 18.86959457397461	 sharpness 27.753873825073242
==> Epoch 324/2000
==> Test
Train Loss 1.5758442878723145	 Train Accuracy (%): 44.15999984741211 	 Test Accuracy (%): 41.5	 gHg: 25.100650787353516	 smoothness 18.547996520996094	 sharpness 24.552736282348633
==> Epoch 325/2000
==> Test
Train Loss 1.5500184297561646	 Train Accuracy (%): 46.58000183105469 	 Test Accuracy (%): 42.709999084472656	 gHg: 31.837589263916016	 smoothness 18.493816375732422	 sharpness 27.31144142150879
==> Epoch 326/2000
==> Test
Train Loss 1.5539085865020752	 Train Accuracy (%): 45.52000045776367 	 Test Accuracy (%): 41.9900016784668	 gHg: 19.690635681152344	 smoothness 18.52168846130371	 sharpness 25.176111221313477
==> Epoch 327/2000
==> Test
Train Loss 1.5449644327163696	 Train Accuracy (%): 46.119998931884766 	 Test Accuracy (%): 42.720001220703125	 gHg: 25.938369750976562	 smoothness 18.31261444091797	 sharpness 26.82972526550293
==> Epoch 328/2000
==> Test
Train Loss 1.543434500694275	 Train Accuracy (%): 45.7599983215332 	 Test Accuracy (%): 42.150001525878906	 gHg: 16.240812301635742	 smoothness 18.540517807006836	 sharpness 24.26578140258789
==> Epoch 329/2000
==> Test
Train Loss 1.532472014427185	 Train Accuracy (%): 46.13999938964844 	 Test Accuracy (%): 42.65999984741211	 gHg: 25.473548889160156	 smoothness 18.593050003051758	 sharpness 27.348379135131836
==> Epoch 330/2000
==> Test
Train Loss 1.5417441129684448	 Train Accuracy (%): 45.63999938964844 	 Test Accuracy (%): 41.95000076293945	 gHg: 18.679466247558594	 smoothness 19.208581924438477	 sharpness 24.718835830688477
==> Epoch 331/2000
==> Test
Train Loss 1.5326834917068481	 Train Accuracy (%): 45.7400016784668 	 Test Accuracy (%): 42.02000045776367	 gHg: 37.14441680908203	 smoothness 19.758079528808594	 sharpness 28.60948944091797
==> Epoch 332/2000
==> Test
Train Loss 1.5514235496520996	 Train Accuracy (%): 45.380001068115234 	 Test Accuracy (%): 42.0	 gHg: 23.164043426513672	 smoothness 18.971540451049805	 sharpness 26.486751556396484
==> Epoch 333/2000
==> Test
Train Loss 1.539491057395935	 Train Accuracy (%): 45.439998626708984 	 Test Accuracy (%): 42.2599983215332	 gHg: 29.868743896484375	 smoothness 18.458431243896484	 sharpness 27.10369873046875
==> Epoch 334/2000
==> Test
Train Loss 1.5458097457885742	 Train Accuracy (%): 46.20000076293945 	 Test Accuracy (%): 42.279998779296875	 gHg: 25.814998626708984	 smoothness 19.4224910736084	 sharpness 26.200918197631836
==> Epoch 335/2000
==> Test
Train Loss 1.5514575242996216	 Train Accuracy (%): 45.619998931884766 	 Test Accuracy (%): 41.77000045776367	 gHg: 38.241607666015625	 smoothness 19.651103973388672	 sharpness 28.31907081604004
==> Epoch 336/2000
==> Test
Train Loss 1.5488718748092651	 Train Accuracy (%): 45.84000015258789 	 Test Accuracy (%): 42.22999954223633	 gHg: 31.60723114013672	 smoothness 19.331737518310547	 sharpness 26.673402786254883
==> Epoch 337/2000
==> Test
Train Loss 1.5540413856506348	 Train Accuracy (%): 45.84000015258789 	 Test Accuracy (%): 41.59000015258789	 gHg: 40.49653244018555	 smoothness 19.468156814575195	 sharpness 28.425451278686523
==> Epoch 338/2000
==> Test
Train Loss 1.5577303171157837	 Train Accuracy (%): 45.060001373291016 	 Test Accuracy (%): 41.97999954223633	 gHg: 40.884849548339844	 smoothness 19.936864852905273	 sharpness 26.532833099365234
==> Epoch 339/2000
==> Test
Train Loss 1.570890188217163	 Train Accuracy (%): 44.0 	 Test Accuracy (%): 41.4900016784668	 gHg: 54.301326751708984	 smoothness 19.645261764526367	 sharpness 29.216598510742188
==> Epoch 340/2000
==> Test
Train Loss 1.5685114860534668	 Train Accuracy (%): 43.52000045776367 	 Test Accuracy (%): 42.16999816894531	 gHg: 40.965850830078125	 smoothness 19.20846939086914	 sharpness 25.45811653137207
==> Epoch 341/2000
==> Test
Train Loss 1.5666865110397339	 Train Accuracy (%): 43.5 	 Test Accuracy (%): 41.43000030517578	 gHg: 50.22148132324219	 smoothness 18.988615036010742	 sharpness 28.20496368408203
==> Epoch 342/2000
==> Test
Train Loss 1.5679668188095093	 Train Accuracy (%): 44.91999816894531 	 Test Accuracy (%): 42.689998626708984	 gHg: 32.901065826416016	 smoothness 18.60833168029785	 sharpness 24.230636596679688
==> Epoch 343/2000
==> Test
Train Loss 1.5460588932037354	 Train Accuracy (%): 44.720001220703125 	 Test Accuracy (%): 41.970001220703125	 gHg: 36.7540168762207	 smoothness 18.569997787475586	 sharpness 26.32004737854004
==> Epoch 344/2000
==> Test
Train Loss 1.5522589683532715	 Train Accuracy (%): 45.47999954223633 	 Test Accuracy (%): 43.0	 gHg: 29.44411277770996	 smoothness 18.884302139282227	 sharpness 24.1603946685791
==> Epoch 345/2000
==> Test
Train Loss 1.5510488748550415	 Train Accuracy (%): 44.97999954223633 	 Test Accuracy (%): 41.54999923706055	 gHg: 38.394466400146484	 smoothness 19.414785385131836	 sharpness 25.717018127441406
==> Epoch 346/2000
==> Test
Train Loss 1.5530617237091064	 Train Accuracy (%): 45.15999984741211 	 Test Accuracy (%): 42.869998931884766	 gHg: 45.28208923339844	 smoothness 20.385461807250977	 sharpness 26.194541931152344
==> Epoch 347/2000
==> Test
Train Loss 1.5672436952590942	 Train Accuracy (%): 43.380001068115234 	 Test Accuracy (%): 40.970001220703125	 gHg: 53.27642822265625	 smoothness 19.746166229248047	 sharpness 28.052995681762695
==> Epoch 348/2000
==> Test
Train Loss 1.571835994720459	 Train Accuracy (%): 43.47999954223633 	 Test Accuracy (%): 42.810001373291016	 gHg: 52.956485748291016	 smoothness 19.49451446533203	 sharpness 27.210479736328125
==> Epoch 349/2000
==> Test
Train Loss 1.5675454139709473	 Train Accuracy (%): 43.79999923706055 	 Test Accuracy (%): 41.31999969482422	 gHg: 48.38705825805664	 smoothness 18.736696243286133	 sharpness 27.40744400024414
==> Epoch 350/2000
==> Test
Train Loss 1.5484484434127808	 Train Accuracy (%): 44.7400016784668 	 Test Accuracy (%): 42.77000045776367	 gHg: 36.130428314208984	 smoothness 18.551795959472656	 sharpness 23.998422622680664
==> Epoch 351/2000
==> Test
Train Loss 1.5578807592391968	 Train Accuracy (%): 44.220001220703125 	 Test Accuracy (%): 41.45000076293945	 gHg: 40.042076110839844	 smoothness 18.916751861572266	 sharpness 26.52181053161621
==> Epoch 352/2000
==> Test
Train Loss 1.5468672513961792	 Train Accuracy (%): 45.41999816894531 	 Test Accuracy (%): 42.72999954223633	 gHg: 31.030214309692383	 smoothness 18.837722778320312	 sharpness 23.69378662109375
==> Epoch 353/2000
==> Test
Train Loss 1.5358080863952637	 Train Accuracy (%): 45.619998931884766 	 Test Accuracy (%): 41.72999954223633	 gHg: 35.56660842895508	 smoothness 18.91232681274414	 sharpness 26.48031234741211
==> Epoch 354/2000
==> Test
Train Loss 1.5426725149154663	 Train Accuracy (%): 46.099998474121094 	 Test Accuracy (%): 42.56999969482422	 gHg: 31.011457443237305	 smoothness 19.201274871826172	 sharpness 25.739887237548828
==> Epoch 355/2000
==> Test
Train Loss 1.5436240434646606	 Train Accuracy (%): 45.68000030517578 	 Test Accuracy (%): 41.279998779296875	 gHg: 35.884666442871094	 smoothness 19.18885612487793	 sharpness 27.452499389648438
==> Epoch 356/2000
==> Test
Train Loss 1.548889398574829	 Train Accuracy (%): 45.119998931884766 	 Test Accuracy (%): 42.79999923706055	 gHg: 40.39604187011719	 smoothness 19.484806060791016	 sharpness 29.020708084106445
==> Epoch 357/2000
==> Test
Train Loss 1.552226185798645	 Train Accuracy (%): 44.68000030517578 	 Test Accuracy (%): 41.209999084472656	 gHg: 36.81079864501953	 smoothness 19.37755584716797	 sharpness 28.008947372436523
==> Epoch 358/2000
==> Test
Train Loss 1.5466818809509277	 Train Accuracy (%): 45.18000030517578 	 Test Accuracy (%): 42.4900016784668	 gHg: 54.416175842285156	 smoothness 19.884052276611328	 sharpness 29.603227615356445
==> Epoch 359/2000
==> Test
Train Loss 1.561795711517334	 Train Accuracy (%): 45.099998474121094 	 Test Accuracy (%): 41.47999954223633	 gHg: 37.082969665527344	 smoothness 19.10638999938965	 sharpness 27.5754451751709
==> Epoch 360/2000
==> Test
Train Loss 1.5481020212173462	 Train Accuracy (%): 45.220001220703125 	 Test Accuracy (%): 42.59000015258789	 gHg: 49.88277053833008	 smoothness 19.1231632232666	 sharpness 28.557687759399414
==> Epoch 361/2000
==> Test
Train Loss 1.5617045164108276	 Train Accuracy (%): 44.560001373291016 	 Test Accuracy (%): 41.66999816894531	 gHg: 38.00550079345703	 smoothness 19.47457504272461	 sharpness 27.057632446289062
==> Epoch 362/2000
==> Test
Train Loss 1.558097004890442	 Train Accuracy (%): 45.400001525878906 	 Test Accuracy (%): 42.619998931884766	 gHg: 55.161460876464844	 smoothness 19.574630737304688	 sharpness 28.629318237304688
==> Epoch 363/2000
==> Test
Train Loss 1.5598485469818115	 Train Accuracy (%): 44.900001525878906 	 Test Accuracy (%): 42.08000183105469	 gHg: 38.20236587524414	 smoothness 18.94625473022461	 sharpness 25.90500831604004
==> Epoch 364/2000
==> Test
Train Loss 1.5381537675857544	 Train Accuracy (%): 45.52000045776367 	 Test Accuracy (%): 43.099998474121094	 gHg: 36.03370666503906	 smoothness 18.235015869140625	 sharpness 26.25203514099121
==> Epoch 365/2000
==> Test
Train Loss 1.539175271987915	 Train Accuracy (%): 45.939998626708984 	 Test Accuracy (%): 42.560001373291016	 gHg: 30.265499114990234	 smoothness 18.56532859802246	 sharpness 23.456819534301758
==> Epoch 366/2000
==> Test
Train Loss 1.537060022354126	 Train Accuracy (%): 46.0 	 Test Accuracy (%): 42.9900016784668	 gHg: 30.00307846069336	 smoothness 18.740291595458984	 sharpness 26.584238052368164
==> Epoch 367/2000
==> Test
Train Loss 1.5266475677490234	 Train Accuracy (%): 45.79999923706055 	 Test Accuracy (%): 42.56999969482422	 gHg: 28.815933227539062	 smoothness 18.80795669555664	 sharpness 24.71073341369629
==> Epoch 368/2000
==> Test
Train Loss 1.5247911214828491	 Train Accuracy (%): 45.34000015258789 	 Test Accuracy (%): 43.11000061035156	 gHg: 28.323551177978516	 smoothness 18.893108367919922	 sharpness 26.172208786010742
==> Epoch 369/2000
==> Test
Train Loss 1.5177242755889893	 Train Accuracy (%): 46.18000030517578 	 Test Accuracy (%): 42.880001068115234	 gHg: 30.122108459472656	 smoothness 18.898439407348633	 sharpness 25.957111358642578
==> Epoch 370/2000
==> Test
Train Loss 1.5173320770263672	 Train Accuracy (%): 45.70000076293945 	 Test Accuracy (%): 42.939998626708984	 gHg: 24.879215240478516	 smoothness 18.748918533325195	 sharpness 25.895841598510742
==> Epoch 371/2000
==> Test
Train Loss 1.515059232711792	 Train Accuracy (%): 46.70000076293945 	 Test Accuracy (%): 43.060001373291016	 gHg: 30.226119995117188	 smoothness 18.89444923400879	 sharpness 25.94666290283203
==> Epoch 372/2000
==> Test
Train Loss 1.5276529788970947	 Train Accuracy (%): 45.79999923706055 	 Test Accuracy (%): 42.7400016784668	 gHg: 22.478490829467773	 smoothness 18.818967819213867	 sharpness 25.71930503845215
==> Epoch 373/2000
==> Test
Train Loss 1.5125877857208252	 Train Accuracy (%): 46.939998626708984 	 Test Accuracy (%): 42.90999984741211	 gHg: 28.466283798217773	 smoothness 18.622451782226562	 sharpness 26.58531951904297
==> Epoch 374/2000
==> Test
Train Loss 1.512816071510315	 Train Accuracy (%): 46.29999923706055 	 Test Accuracy (%): 42.630001068115234	 gHg: 22.25122833251953	 smoothness 18.87030601501465	 sharpness 25.730775833129883
==> Epoch 375/2000
==> Test
Train Loss 1.5200603008270264	 Train Accuracy (%): 46.02000045776367 	 Test Accuracy (%): 43.040000915527344	 gHg: 29.72284507751465	 smoothness 18.854942321777344	 sharpness 26.629640579223633
==> Epoch 376/2000
==> Test
Train Loss 1.5235905647277832	 Train Accuracy (%): 46.15999984741211 	 Test Accuracy (%): 42.7400016784668	 gHg: 22.176591873168945	 smoothness 18.916282653808594	 sharpness 26.250526428222656
==> Epoch 377/2000
==> Test
Train Loss 1.5125200748443604	 Train Accuracy (%): 46.36000061035156 	 Test Accuracy (%): 43.27000045776367	 gHg: 31.475065231323242	 smoothness 19.034900665283203	 sharpness 27.009429931640625
==> Epoch 378/2000
==> Test
Train Loss 1.5294796228408813	 Train Accuracy (%): 45.68000030517578 	 Test Accuracy (%): 42.540000915527344	 gHg: 22.725360870361328	 smoothness 18.898042678833008	 sharpness 25.797943115234375
==> Epoch 379/2000
==> Test
Train Loss 1.5138444900512695	 Train Accuracy (%): 45.459999084472656 	 Test Accuracy (%): 43.36000061035156	 gHg: 29.035709381103516	 smoothness 18.766674041748047	 sharpness 26.590770721435547
==> Epoch 380/2000
==> Test
Train Loss 1.510928988456726	 Train Accuracy (%): 45.959999084472656 	 Test Accuracy (%): 42.59000015258789	 gHg: 23.812021255493164	 smoothness 18.847349166870117	 sharpness 25.631162643432617
==> Epoch 381/2000
==> Test
Train Loss 1.516276478767395	 Train Accuracy (%): 45.939998626708984 	 Test Accuracy (%): 43.33000183105469	 gHg: 27.276227951049805	 smoothness 18.742891311645508	 sharpness 26.523759841918945
==> Epoch 382/2000
==> Test
Train Loss 1.5223901271820068	 Train Accuracy (%): 45.560001373291016 	 Test Accuracy (%): 42.13999938964844	 gHg: 29.48434066772461	 smoothness 19.35321807861328	 sharpness 25.905317306518555
==> Epoch 383/2000
==> Test
Train Loss 1.5212397575378418	 Train Accuracy (%): 46.13999938964844 	 Test Accuracy (%): 43.13999938964844	 gHg: 32.72743225097656	 smoothness 19.567285537719727	 sharpness 27.222795486450195
==> Epoch 384/2000
==> Test
Train Loss 1.513979434967041	 Train Accuracy (%): 46.08000183105469 	 Test Accuracy (%): 41.720001220703125	 gHg: 40.897396087646484	 smoothness 19.677066802978516	 sharpness 27.73891258239746
==> Epoch 385/2000
==> Test
Train Loss 1.5300774574279785	 Train Accuracy (%): 45.439998626708984 	 Test Accuracy (%): 43.290000915527344	 gHg: 40.43757247924805	 smoothness 19.63709831237793	 sharpness 27.843629837036133
==> Epoch 386/2000
==> Test
Train Loss 1.5360597372055054	 Train Accuracy (%): 45.119998931884766 	 Test Accuracy (%): 41.59000015258789	 gHg: 50.03331756591797	 smoothness 19.59255599975586	 sharpness 28.655580520629883
==> Epoch 387/2000
==> Test
Train Loss 1.5319551229476929	 Train Accuracy (%): 45.70000076293945 	 Test Accuracy (%): 43.29999923706055	 gHg: 48.095916748046875	 smoothness 19.35414695739746	 sharpness 26.7144718170166
==> Epoch 388/2000
==> Test
Train Loss 1.5446319580078125	 Train Accuracy (%): 44.41999816894531 	 Test Accuracy (%): 41.61000061035156	 gHg: 54.14254379272461	 smoothness 19.511707305908203	 sharpness 28.155643463134766
==> Epoch 389/2000
==> Test
Train Loss 1.5574369430541992	 Train Accuracy (%): 44.7599983215332 	 Test Accuracy (%): 43.13999938964844	 gHg: 62.0612907409668	 smoothness 19.86384391784668	 sharpness 25.779024124145508
==> Epoch 390/2000
==> Test
Train Loss 1.5537902116775513	 Train Accuracy (%): 44.68000030517578 	 Test Accuracy (%): 42.040000915527344	 gHg: 59.539405822753906	 smoothness 19.16118049621582	 sharpness 30.1227970123291
==> Epoch 391/2000
==> Test
Train Loss 1.5430783033370972	 Train Accuracy (%): 45.84000015258789 	 Test Accuracy (%): 42.900001525878906	 gHg: 45.09423065185547	 smoothness 18.44378089904785	 sharpness 24.30231475830078
==> Epoch 392/2000
==> Test
Train Loss 1.526109218597412	 Train Accuracy (%): 45.7599983215332 	 Test Accuracy (%): 43.11000061035156	 gHg: 47.83345031738281	 smoothness 18.63690757751465	 sharpness 29.05116844177246
==> Epoch 393/2000
==> Test
Train Loss 1.5360535383224487	 Train Accuracy (%): 45.900001525878906 	 Test Accuracy (%): 42.65999984741211	 gHg: 39.633060455322266	 smoothness 19.109169006347656	 sharpness 24.23264503479004
==> Epoch 394/2000
==> Test
Train Loss 1.5368187427520752	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 43.16999816894531	 gHg: 60.02810287475586	 smoothness 19.725502014160156	 sharpness 30.527820587158203
==> Epoch 395/2000
==> Test
Train Loss 1.551513433456421	 Train Accuracy (%): 45.220001220703125 	 Test Accuracy (%): 41.939998626708984	 gHg: 48.546295166015625	 smoothness 19.345823287963867	 sharpness 27.487014770507812
==> Epoch 396/2000
==> Test
Train Loss 1.5385510921478271	 Train Accuracy (%): 45.439998626708984 	 Test Accuracy (%): 42.86000061035156	 gHg: 59.150543212890625	 smoothness 19.403553009033203	 sharpness 29.548913955688477
==> Epoch 397/2000
==> Test
Train Loss 1.5415314435958862	 Train Accuracy (%): 44.97999954223633 	 Test Accuracy (%): 41.93000030517578	 gHg: 46.23115921020508	 smoothness 19.068429946899414	 sharpness 27.564212799072266
==> Epoch 398/2000
==> Test
Train Loss 1.5323277711868286	 Train Accuracy (%): 46.060001373291016 	 Test Accuracy (%): 43.33000183105469	 gHg: 45.307655334472656	 smoothness 18.49903106689453	 sharpness 28.23963165283203
==> Epoch 399/2000
==> Test
Train Loss 1.524365782737732	 Train Accuracy (%): 46.41999816894531 	 Test Accuracy (%): 42.61000061035156	 gHg: 31.09860610961914	 smoothness 18.457433700561523	 sharpness 25.886072158813477
==> Epoch 400/2000
==> Test
Train Loss 1.5036309957504272	 Train Accuracy (%): 48.099998474121094 	 Test Accuracy (%): 43.81999969482422	 gHg: 31.83106231689453	 smoothness 18.342315673828125	 sharpness 26.93193817138672
==> Epoch 401/2000
==> Test
Train Loss 1.513861894607544	 Train Accuracy (%): 46.41999816894531 	 Test Accuracy (%): 42.560001373291016	 gHg: 26.448612213134766	 smoothness 18.879703521728516	 sharpness 25.184581756591797
==> Epoch 402/2000
==> Test
Train Loss 1.5069786310195923	 Train Accuracy (%): 46.79999923706055 	 Test Accuracy (%): 43.7400016784668	 gHg: 34.009857177734375	 smoothness 19.149091720581055	 sharpness 27.30060386657715
==> Epoch 403/2000
==> Test
Train Loss 1.5128792524337769	 Train Accuracy (%): 46.68000030517578 	 Test Accuracy (%): 42.119998931884766	 gHg: 30.004249572753906	 smoothness 19.140188217163086	 sharpness 25.832727432250977
==> Epoch 404/2000
==> Test
Train Loss 1.5078084468841553	 Train Accuracy (%): 47.439998626708984 	 Test Accuracy (%): 43.16999816894531	 gHg: 42.51226806640625	 smoothness 19.643733978271484	 sharpness 26.774898529052734
==> Epoch 405/2000
==> Test
Train Loss 1.5234148502349854	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 42.33000183105469	 gHg: 38.019344329833984	 smoothness 19.724506378173828	 sharpness 26.197267532348633
==> Epoch 406/2000
==> Test
Train Loss 1.5236353874206543	 Train Accuracy (%): 47.459999084472656 	 Test Accuracy (%): 42.939998626708984	 gHg: 52.71985626220703	 smoothness 19.762971878051758	 sharpness 28.048274993896484
==> Epoch 407/2000
==> Test
Train Loss 1.5332802534103394	 Train Accuracy (%): 45.58000183105469 	 Test Accuracy (%): 41.93000030517578	 gHg: 44.66627502441406	 smoothness 19.48688507080078	 sharpness 25.49972152709961
==> Epoch 408/2000
==> Test
Train Loss 1.5269864797592163	 Train Accuracy (%): 46.18000030517578 	 Test Accuracy (%): 43.13999938964844	 gHg: 51.43702697753906	 smoothness 19.360782623291016	 sharpness 26.957796096801758
==> Epoch 409/2000
==> Test
Train Loss 1.5398492813110352	 Train Accuracy (%): 45.29999923706055 	 Test Accuracy (%): 42.040000915527344	 gHg: 43.473609924316406	 smoothness 19.142841339111328	 sharpness 25.479476928710938
==> Epoch 410/2000
==> Test
Train Loss 1.5280413627624512	 Train Accuracy (%): 45.560001373291016 	 Test Accuracy (%): 42.77000045776367	 gHg: 53.97490692138672	 smoothness 19.440753936767578	 sharpness 27.941083908081055
==> Epoch 411/2000
==> Test
Train Loss 1.533042311668396	 Train Accuracy (%): 45.619998931884766 	 Test Accuracy (%): 42.279998779296875	 gHg: 38.404605865478516	 smoothness 18.76688003540039	 sharpness 25.129560470581055
==> Epoch 412/2000
==> Test
Train Loss 1.5152044296264648	 Train Accuracy (%): 46.47999954223633 	 Test Accuracy (%): 43.22999954223633	 gHg: 37.96791076660156	 smoothness 18.458477020263672	 sharpness 26.750471115112305
==> Epoch 413/2000
==> Test
Train Loss 1.5021648406982422	 Train Accuracy (%): 46.779998779296875 	 Test Accuracy (%): 42.22999954223633	 gHg: 33.073463439941406	 smoothness 18.90178871154785	 sharpness 25.27557373046875
==> Epoch 414/2000
==> Test
Train Loss 1.496490240097046	 Train Accuracy (%): 46.52000045776367 	 Test Accuracy (%): 43.13999938964844	 gHg: 37.816673278808594	 smoothness 19.431589126586914	 sharpness 26.81005096435547
==> Epoch 415/2000
==> Test
Train Loss 1.509700894355774	 Train Accuracy (%): 45.81999969482422 	 Test Accuracy (%): 41.84000015258789	 gHg: 36.22488784790039	 smoothness 19.196189880371094	 sharpness 27.71451759338379
==> Epoch 416/2000
==> Test
Train Loss 1.5069133043289185	 Train Accuracy (%): 46.31999969482422 	 Test Accuracy (%): 43.09000015258789	 gHg: 38.76067352294922	 smoothness 19.181337356567383	 sharpness 27.489011764526367
==> Epoch 417/2000
==> Test
Train Loss 1.5154913663864136	 Train Accuracy (%): 46.36000061035156 	 Test Accuracy (%): 42.2400016784668	 gHg: 34.42768859863281	 smoothness 18.906465530395508	 sharpness 28.6942138671875
==> Epoch 418/2000
==> Test
Train Loss 1.5102622509002686	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 43.43000030517578	 gHg: 32.57289123535156	 smoothness 18.600343704223633	 sharpness 27.15091323852539
==> Epoch 419/2000
==> Test
Train Loss 1.502966284751892	 Train Accuracy (%): 46.560001373291016 	 Test Accuracy (%): 42.4900016784668	 gHg: 28.61208152770996	 smoothness 18.55645751953125	 sharpness 29.075204849243164
==> Epoch 420/2000
==> Test
Train Loss 1.4838535785675049	 Train Accuracy (%): 48.20000076293945 	 Test Accuracy (%): 43.45000076293945	 gHg: 27.395170211791992	 smoothness 18.863473892211914	 sharpness 26.934303283691406
==> Epoch 421/2000
==> Test
Train Loss 1.4922627210617065	 Train Accuracy (%): 47.31999969482422 	 Test Accuracy (%): 42.790000915527344	 gHg: 26.07103157043457	 smoothness 18.732290267944336	 sharpness 29.339624404907227
==> Epoch 422/2000
==> Test
Train Loss 1.4862957000732422	 Train Accuracy (%): 47.58000183105469 	 Test Accuracy (%): 43.560001373291016	 gHg: 23.28675651550293	 smoothness 18.459836959838867	 sharpness 26.752639770507812
==> Epoch 423/2000
==> Test
Train Loss 1.4795994758605957	 Train Accuracy (%): 47.900001525878906 	 Test Accuracy (%): 42.77000045776367	 gHg: 24.590984344482422	 smoothness 18.663711547851562	 sharpness 28.9343204498291
==> Epoch 424/2000
==> Test
Train Loss 1.4873535633087158	 Train Accuracy (%): 46.70000076293945 	 Test Accuracy (%): 43.4900016784668	 gHg: 21.259275436401367	 smoothness 18.701099395751953	 sharpness 27.041505813598633
==> Epoch 425/2000
==> Test
Train Loss 1.4860574007034302	 Train Accuracy (%): 45.900001525878906 	 Test Accuracy (%): 42.56999969482422	 gHg: 26.35413360595703	 smoothness 18.71866798400879	 sharpness 29.405271530151367
==> Epoch 426/2000
==> Test
Train Loss 1.4847577810287476	 Train Accuracy (%): 47.36000061035156 	 Test Accuracy (%): 43.349998474121094	 gHg: 22.60066795349121	 smoothness 19.159908294677734	 sharpness 26.95175552368164
==> Epoch 427/2000
==> Test
Train Loss 1.4816514253616333	 Train Accuracy (%): 46.939998626708984 	 Test Accuracy (%): 42.54999923706055	 gHg: 32.719825744628906	 smoothness 19.16689109802246	 sharpness 30.351150512695312
==> Epoch 428/2000
==> Test
Train Loss 1.4975353479385376	 Train Accuracy (%): 46.15999984741211 	 Test Accuracy (%): 43.45000076293945	 gHg: 27.51926040649414	 smoothness 19.319599151611328	 sharpness 27.88838768005371
==> Epoch 429/2000
==> Test
Train Loss 1.4907746315002441	 Train Accuracy (%): 46.439998626708984 	 Test Accuracy (%): 42.18000030517578	 gHg: 47.140926361083984	 smoothness 19.834383010864258	 sharpness 31.19091796875
==> Epoch 430/2000
==> Test
Train Loss 1.5139594078063965	 Train Accuracy (%): 45.91999816894531 	 Test Accuracy (%): 43.349998474121094	 gHg: 42.46268844604492	 smoothness 19.92469596862793	 sharpness 28.058435440063477
==> Epoch 431/2000
==> Test
Train Loss 1.5129523277282715	 Train Accuracy (%): 45.7599983215332 	 Test Accuracy (%): 41.63999938964844	 gHg: 72.7009048461914	 smoothness 20.263460159301758	 sharpness 30.39599609375
==> Epoch 432/2000
==> Test
Train Loss 1.5558655261993408	 Train Accuracy (%): 44.97999954223633 	 Test Accuracy (%): 43.540000915527344	 gHg: 71.08175659179688	 smoothness 19.94532012939453	 sharpness 31.301530838012695
==> Epoch 433/2000
==> Test
Train Loss 1.5524698495864868	 Train Accuracy (%): 44.540000915527344 	 Test Accuracy (%): 42.400001525878906	 gHg: 67.63675689697266	 smoothness 18.832645416259766	 sharpness 29.66730499267578
==> Epoch 434/2000
==> Test
Train Loss 1.5274521112442017	 Train Accuracy (%): 45.279998779296875 	 Test Accuracy (%): 43.7599983215332	 gHg: 56.59144592285156	 smoothness 18.55753517150879	 sharpness 28.401771545410156
==> Epoch 435/2000
==> Test
Train Loss 1.5160671472549438	 Train Accuracy (%): 45.880001068115234 	 Test Accuracy (%): 43.060001373291016	 gHg: 52.16209411621094	 smoothness 18.60886001586914	 sharpness 28.450363159179688
==> Epoch 436/2000
==> Test
Train Loss 1.520958662033081	 Train Accuracy (%): 46.13999938964844 	 Test Accuracy (%): 43.63999938964844	 gHg: 45.61384582519531	 smoothness 18.967742919921875	 sharpness 26.455827713012695
==> Epoch 437/2000
==> Test
Train Loss 1.5006375312805176	 Train Accuracy (%): 46.52000045776367 	 Test Accuracy (%): 43.209999084472656	 gHg: 47.12037658691406	 smoothness 18.834003448486328	 sharpness 27.78483009338379
==> Epoch 438/2000
==> Test
Train Loss 1.5009057521820068	 Train Accuracy (%): 47.47999954223633 	 Test Accuracy (%): 43.38999938964844	 gHg: 35.04965591430664	 smoothness 18.659034729003906	 sharpness 25.494304656982422
==> Epoch 439/2000
==> Test
Train Loss 1.5015149116516113	 Train Accuracy (%): 46.47999954223633 	 Test Accuracy (%): 43.470001220703125	 gHg: 40.70883560180664	 smoothness 18.882938385009766	 sharpness 26.940006256103516
==> Epoch 440/2000
==> Test
Train Loss 1.5002694129943848	 Train Accuracy (%): 47.720001220703125 	 Test Accuracy (%): 43.68000030517578	 gHg: 32.05519485473633	 smoothness 18.861923217773438	 sharpness 25.176759719848633
==> Epoch 441/2000
==> Test
Train Loss 1.4880589246749878	 Train Accuracy (%): 47.279998779296875 	 Test Accuracy (%): 43.43000030517578	 gHg: 32.58272171020508	 smoothness 18.568483352661133	 sharpness 24.638517379760742
==> Epoch 442/2000
==> Test
Train Loss 1.4867730140686035	 Train Accuracy (%): 47.20000076293945 	 Test Accuracy (%): 43.36000061035156	 gHg: 29.72926902770996	 smoothness 18.9956111907959	 sharpness 25.246374130249023
==> Epoch 443/2000
==> Test
Train Loss 1.4866454601287842	 Train Accuracy (%): 48.0 	 Test Accuracy (%): 43.380001068115234	 gHg: 33.21106719970703	 smoothness 19.080596923828125	 sharpness 25.601839065551758
==> Epoch 444/2000
==> Test
Train Loss 1.4905227422714233	 Train Accuracy (%): 47.119998931884766 	 Test Accuracy (%): 43.34000015258789	 gHg: 31.950153350830078	 smoothness 19.287593841552734	 sharpness 25.340328216552734
==> Epoch 445/2000
==> Test
Train Loss 1.4886678457260132	 Train Accuracy (%): 47.15999984741211 	 Test Accuracy (%): 43.5099983215332	 gHg: 35.26129150390625	 smoothness 19.188331604003906	 sharpness 26.625438690185547
==> Epoch 446/2000
==> Test
Train Loss 1.501025676727295	 Train Accuracy (%): 46.65999984741211 	 Test Accuracy (%): 43.369998931884766	 gHg: 37.59334945678711	 smoothness 19.471826553344727	 sharpness 25.70150375366211
==> Epoch 447/2000
==> Test
Train Loss 1.4937584400177002	 Train Accuracy (%): 46.70000076293945 	 Test Accuracy (%): 43.88999938964844	 gHg: 37.71409225463867	 smoothness 19.00662612915039	 sharpness 26.878400802612305
==> Epoch 448/2000
==> Test
Train Loss 1.4914158582687378	 Train Accuracy (%): 47.439998626708984 	 Test Accuracy (%): 42.83000183105469	 gHg: 36.51422882080078	 smoothness 18.852224349975586	 sharpness 26.1412296295166
==> Epoch 449/2000
==> Test
Train Loss 1.4869396686553955	 Train Accuracy (%): 47.18000030517578 	 Test Accuracy (%): 44.25	 gHg: 38.54998779296875	 smoothness 18.978971481323242	 sharpness 26.458154678344727
==> Epoch 450/2000
==> Test
Train Loss 1.4950127601623535	 Train Accuracy (%): 47.91999816894531 	 Test Accuracy (%): 42.66999816894531	 gHg: 39.49086380004883	 smoothness 19.17400550842285	 sharpness 26.025196075439453
==> Epoch 451/2000
==> Test
Train Loss 1.4864715337753296	 Train Accuracy (%): 47.29999923706055 	 Test Accuracy (%): 44.369998931884766	 gHg: 47.61162185668945	 smoothness 19.41329002380371	 sharpness 27.530221939086914
==> Epoch 452/2000
==> Test
Train Loss 1.5133291482925415	 Train Accuracy (%): 46.34000015258789 	 Test Accuracy (%): 42.38999938964844	 gHg: 47.42427444458008	 smoothness 19.717681884765625	 sharpness 26.67382049560547
==> Epoch 453/2000
==> Test
Train Loss 1.503683090209961	 Train Accuracy (%): 46.79999923706055 	 Test Accuracy (%): 44.25	 gHg: 65.51396179199219	 smoothness 19.81255531311035	 sharpness 28.443191528320312
==> Epoch 454/2000
==> Test
Train Loss 1.5237149000167847	 Train Accuracy (%): 46.41999816894531 	 Test Accuracy (%): 42.36000061035156	 gHg: 48.912635803222656	 smoothness 19.179105758666992	 sharpness 23.771446228027344
==> Epoch 455/2000
==> Test
Train Loss 1.5176026821136475	 Train Accuracy (%): 46.220001220703125 	 Test Accuracy (%): 44.209999084472656	 gHg: 69.37393188476562	 smoothness 19.58043098449707	 sharpness 28.007469177246094
==> Epoch 456/2000
==> Test
Train Loss 1.5346688032150269	 Train Accuracy (%): 45.86000061035156 	 Test Accuracy (%): 42.27000045776367	 gHg: 47.81776809692383	 smoothness 19.205615997314453	 sharpness 25.831478118896484
==> Epoch 457/2000
==> Test
Train Loss 1.4991765022277832	 Train Accuracy (%): 46.86000061035156 	 Test Accuracy (%): 43.849998474121094	 gHg: 55.450748443603516	 smoothness 18.5280704498291	 sharpness 27.80467414855957
==> Epoch 458/2000
==> Test
Train Loss 1.497793436050415	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 42.650001525878906	 gHg: 31.636384963989258	 smoothness 18.223617553710938	 sharpness 24.49473762512207
==> Epoch 459/2000
==> Test
Train Loss 1.4830089807510376	 Train Accuracy (%): 48.040000915527344 	 Test Accuracy (%): 44.18000030517578	 gHg: 29.924306869506836	 smoothness 17.7994327545166	 sharpness 25.857250213623047
==> Epoch 460/2000
==> Test
Train Loss 1.4719746112823486	 Train Accuracy (%): 47.900001525878906 	 Test Accuracy (%): 43.290000915527344	 gHg: 21.161169052124023	 smoothness 18.095590591430664	 sharpness 24.013172149658203
==> Epoch 461/2000
==> Test
Train Loss 1.4716672897338867	 Train Accuracy (%): 48.040000915527344 	 Test Accuracy (%): 44.13999938964844	 gHg: 23.844751358032227	 smoothness 18.301898956298828	 sharpness 25.58270263671875
==> Epoch 462/2000
==> Test
Train Loss 1.4767944812774658	 Train Accuracy (%): 47.779998779296875 	 Test Accuracy (%): 43.439998626708984	 gHg: 20.073095321655273	 smoothness 18.650890350341797	 sharpness 24.10315704345703
==> Epoch 463/2000
==> Test
Train Loss 1.4629032611846924	 Train Accuracy (%): 48.36000061035156 	 Test Accuracy (%): 43.779998779296875	 gHg: 27.79813003540039	 smoothness 18.862707138061523	 sharpness 26.703540802001953
==> Epoch 464/2000
==> Test
Train Loss 1.471096396446228	 Train Accuracy (%): 46.86000061035156 	 Test Accuracy (%): 43.47999954223633	 gHg: 27.207250595092773	 smoothness 19.427946090698242	 sharpness 25.37265396118164
==> Epoch 465/2000
==> Test
Train Loss 1.4755111932754517	 Train Accuracy (%): 47.84000015258789 	 Test Accuracy (%): 43.52000045776367	 gHg: 42.94615173339844	 smoothness 20.248050689697266	 sharpness 28.131738662719727
==> Epoch 466/2000
==> Test
Train Loss 1.4954590797424316	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 42.93000030517578	 gHg: 46.1192626953125	 smoothness 20.000225067138672	 sharpness 25.55887794494629
==> Epoch 467/2000
==> Test
Train Loss 1.4973828792572021	 Train Accuracy (%): 46.81999969482422 	 Test Accuracy (%): 43.220001220703125	 gHg: 51.578617095947266	 smoothness 19.603736877441406	 sharpness 28.168981552124023
==> Epoch 468/2000
==> Test
Train Loss 1.500736117362976	 Train Accuracy (%): 47.20000076293945 	 Test Accuracy (%): 42.52000045776367	 gHg: 56.89977264404297	 smoothness 19.823556900024414	 sharpness 26.807029724121094
==> Epoch 469/2000
==> Test
Train Loss 1.5039615631103516	 Train Accuracy (%): 46.380001068115234 	 Test Accuracy (%): 42.84000015258789	 gHg: 54.8837890625	 smoothness 19.40456771850586	 sharpness 28.821243286132812
==> Epoch 470/2000
==> Test
Train Loss 1.4968022108078003	 Train Accuracy (%): 47.52000045776367 	 Test Accuracy (%): 42.90999984741211	 gHg: 55.69786071777344	 smoothness 19.183094024658203	 sharpness 27.271686553955078
==> Epoch 471/2000
==> Test
Train Loss 1.5076544284820557	 Train Accuracy (%): 47.119998931884766 	 Test Accuracy (%): 43.38999938964844	 gHg: 40.017433166503906	 smoothness 18.431781768798828	 sharpness 26.969818115234375
==> Epoch 472/2000
==> Test
Train Loss 1.4855575561523438	 Train Accuracy (%): 47.5 	 Test Accuracy (%): 43.439998626708984	 gHg: 37.07848358154297	 smoothness 18.241458892822266	 sharpness 26.083541870117188
==> Epoch 473/2000
==> Test
Train Loss 1.4710566997528076	 Train Accuracy (%): 48.18000030517578 	 Test Accuracy (%): 43.36000061035156	 gHg: 28.420970916748047	 smoothness 18.208858489990234	 sharpness 26.757076263427734
==> Epoch 474/2000
==> Test
Train Loss 1.458067536354065	 Train Accuracy (%): 49.08000183105469 	 Test Accuracy (%): 43.79999923706055	 gHg: 26.228408813476562	 smoothness 18.257139205932617	 sharpness 25.132556915283203
==> Epoch 475/2000
==> Test
Train Loss 1.4549332857131958	 Train Accuracy (%): 48.880001068115234 	 Test Accuracy (%): 43.06999969482422	 gHg: 29.86311912536621	 smoothness 19.077106475830078	 sharpness 26.596471786499023
==> Epoch 476/2000
==> Test
Train Loss 1.4701707363128662	 Train Accuracy (%): 48.7599983215332 	 Test Accuracy (%): 44.0	 gHg: 33.765892028808594	 smoothness 19.534740447998047	 sharpness 26.86518669128418
==> Epoch 477/2000
==> Test
Train Loss 1.4713250398635864	 Train Accuracy (%): 47.70000076293945 	 Test Accuracy (%): 42.849998474121094	 gHg: 46.660362243652344	 smoothness 20.16317367553711	 sharpness 28.21589469909668
==> Epoch 478/2000
==> Test
Train Loss 1.4912712574005127	 Train Accuracy (%): 46.91999816894531 	 Test Accuracy (%): 44.04999923706055	 gHg: 49.52051544189453	 smoothness 19.90375328063965	 sharpness 26.950658798217773
==> Epoch 479/2000
==> Test
Train Loss 1.4976686239242554	 Train Accuracy (%): 45.900001525878906 	 Test Accuracy (%): 42.529998779296875	 gHg: 55.95138168334961	 smoothness 19.3776798248291	 sharpness 28.287172317504883
==> Epoch 480/2000
==> Test
Train Loss 1.5029066801071167	 Train Accuracy (%): 46.880001068115234 	 Test Accuracy (%): 44.22999954223633	 gHg: 48.95977783203125	 smoothness 19.346576690673828	 sharpness 26.693370819091797
==> Epoch 481/2000
==> Test
Train Loss 1.489774465560913	 Train Accuracy (%): 46.599998474121094 	 Test Accuracy (%): 42.86000061035156	 gHg: 51.27647399902344	 smoothness 18.853960037231445	 sharpness 28.348052978515625
==> Epoch 482/2000
==> Test
Train Loss 1.487670660018921	 Train Accuracy (%): 47.68000030517578 	 Test Accuracy (%): 44.5	 gHg: 37.780242919921875	 smoothness 18.544387817382812	 sharpness 26.842512130737305
==> Epoch 483/2000
==> Test
Train Loss 1.4753249883651733	 Train Accuracy (%): 47.84000015258789 	 Test Accuracy (%): 42.900001525878906	 gHg: 34.25904083251953	 smoothness 18.430633544921875	 sharpness 26.964069366455078
==> Epoch 484/2000
==> Test
Train Loss 1.4612828493118286	 Train Accuracy (%): 48.5 	 Test Accuracy (%): 44.63999938964844	 gHg: 31.862960815429688	 smoothness 18.72133445739746	 sharpness 26.472999572753906
==> Epoch 485/2000
==> Test
Train Loss 1.468464732170105	 Train Accuracy (%): 47.84000015258789 	 Test Accuracy (%): 42.95000076293945	 gHg: 29.329179763793945	 smoothness 18.671398162841797	 sharpness 27.13072395324707
==> Epoch 486/2000
==> Test
Train Loss 1.4600340127944946	 Train Accuracy (%): 48.13999938964844 	 Test Accuracy (%): 44.43000030517578	 gHg: 32.44914245605469	 smoothness 18.955583572387695	 sharpness 27.50296974182129
==> Epoch 487/2000
==> Test
Train Loss 1.4750730991363525	 Train Accuracy (%): 47.279998779296875 	 Test Accuracy (%): 42.790000915527344	 gHg: 31.26908302307129	 smoothness 19.330581665039062	 sharpness 28.442235946655273
==> Epoch 488/2000
==> Test
Train Loss 1.47756826877594	 Train Accuracy (%): 48.459999084472656 	 Test Accuracy (%): 44.310001373291016	 gHg: 50.8079833984375	 smoothness 20.146732330322266	 sharpness 28.59821891784668
==> Epoch 489/2000
==> Test
Train Loss 1.484736680984497	 Train Accuracy (%): 46.65999984741211 	 Test Accuracy (%): 42.380001068115234	 gHg: 50.240501403808594	 smoothness 19.789287567138672	 sharpness 31.12677764892578
==> Epoch 490/2000
==> Test
Train Loss 1.4985761642456055	 Train Accuracy (%): 47.41999816894531 	 Test Accuracy (%): 43.75	 gHg: 59.7860107421875	 smoothness 19.65572738647461	 sharpness 24.953237533569336
==> Epoch 491/2000
==> Test
Train Loss 1.511781096458435	 Train Accuracy (%): 46.86000061035156 	 Test Accuracy (%): 41.900001525878906	 gHg: 63.712982177734375	 smoothness 19.64685821533203	 sharpness 30.63934898376465
==> Epoch 492/2000
==> Test
Train Loss 1.4972063302993774	 Train Accuracy (%): 47.41999816894531 	 Test Accuracy (%): 43.41999816894531	 gHg: 60.44749450683594	 smoothness 19.025333404541016	 sharpness 28.713621139526367
==> Epoch 493/2000
==> Test
Train Loss 1.5005090236663818	 Train Accuracy (%): 46.65999984741211 	 Test Accuracy (%): 42.43000030517578	 gHg: 51.337303161621094	 smoothness 18.79155158996582	 sharpness 28.53520965576172
==> Epoch 494/2000
==> Test
Train Loss 1.47798490524292	 Train Accuracy (%): 48.5 	 Test Accuracy (%): 43.630001068115234	 gHg: 45.33848571777344	 smoothness 18.80428123474121	 sharpness 26.744544982910156
==> Epoch 495/2000
==> Test
Train Loss 1.4795551300048828	 Train Accuracy (%): 47.380001068115234 	 Test Accuracy (%): 42.59000015258789	 gHg: 41.02364730834961	 smoothness 18.7298526763916	 sharpness 27.116382598876953
==> Epoch 496/2000
==> Test
Train Loss 1.4613515138626099	 Train Accuracy (%): 48.84000015258789 	 Test Accuracy (%): 43.689998626708984	 gHg: 37.485408782958984	 smoothness 18.73985481262207	 sharpness 27.2163143157959
==> Epoch 497/2000
==> Test
Train Loss 1.4591355323791504	 Train Accuracy (%): 47.7599983215332 	 Test Accuracy (%): 43.43000030517578	 gHg: 32.02035903930664	 smoothness 18.561216354370117	 sharpness 26.7276554107666
==> Epoch 498/2000
==> Test
Train Loss 1.4676814079284668	 Train Accuracy (%): 49.0 	 Test Accuracy (%): 43.630001068115234	 gHg: 34.07794952392578	 smoothness 18.89767074584961	 sharpness 27.333457946777344
==> Epoch 499/2000
==> Test
Train Loss 1.4530704021453857	 Train Accuracy (%): 48.52000045776367 	 Test Accuracy (%): 43.349998474121094	 gHg: 31.056156158447266	 smoothness 19.00911521911621	 sharpness 26.838695526123047
==> Epoch 500/2000
==> Test
Train Loss 1.459335446357727	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.93000030517578	 gHg: 37.1468391418457	 smoothness 19.192882537841797	 sharpness 27.460983276367188
==> Epoch 501/2000
==> Test
Train Loss 1.4638402462005615	 Train Accuracy (%): 48.36000061035156 	 Test Accuracy (%): 43.189998626708984	 gHg: 35.365318298339844	 smoothness 19.243227005004883	 sharpness 28.400554656982422
==> Epoch 502/2000
==> Test
Train Loss 1.4620625972747803	 Train Accuracy (%): 49.20000076293945 	 Test Accuracy (%): 43.81999969482422	 gHg: 45.276641845703125	 smoothness 19.511564254760742	 sharpness 27.93814468383789
==> Epoch 503/2000
==> Test
Train Loss 1.464604139328003	 Train Accuracy (%): 48.220001220703125 	 Test Accuracy (%): 43.15999984741211	 gHg: 34.562381744384766	 smoothness 18.929826736450195	 sharpness 29.440488815307617
==> Epoch 504/2000
==> Test
Train Loss 1.4440505504608154	 Train Accuracy (%): 49.599998474121094 	 Test Accuracy (%): 44.029998779296875	 gHg: 40.88197326660156	 smoothness 18.760896682739258	 sharpness 28.266571044921875
==> Epoch 505/2000
==> Test
Train Loss 1.4560377597808838	 Train Accuracy (%): 48.97999954223633 	 Test Accuracy (%): 43.47999954223633	 gHg: 26.169322967529297	 smoothness 18.466339111328125	 sharpness 28.50765037536621
==> Epoch 506/2000
==> Test
Train Loss 1.4521721601486206	 Train Accuracy (%): 48.619998931884766 	 Test Accuracy (%): 43.97999954223633	 gHg: 32.953094482421875	 smoothness 18.45114517211914	 sharpness 27.253032684326172
==> Epoch 507/2000
==> Test
Train Loss 1.4472838640213013	 Train Accuracy (%): 48.900001525878906 	 Test Accuracy (%): 43.720001220703125	 gHg: 22.17582130432129	 smoothness 18.50914764404297	 sharpness 27.061384201049805
==> Epoch 508/2000
==> Test
Train Loss 1.446088194847107	 Train Accuracy (%): 48.939998626708984 	 Test Accuracy (%): 44.060001373291016	 gHg: 32.798683166503906	 smoothness 18.972410202026367	 sharpness 27.275224685668945
==> Epoch 509/2000
==> Test
Train Loss 1.4480280876159668	 Train Accuracy (%): 49.380001068115234 	 Test Accuracy (%): 43.619998931884766	 gHg: 32.0557975769043	 smoothness 19.660858154296875	 sharpness 25.91775894165039
==> Epoch 510/2000
==> Test
Train Loss 1.452608585357666	 Train Accuracy (%): 49.040000915527344 	 Test Accuracy (%): 43.70000076293945	 gHg: 47.76554489135742	 smoothness 19.840795516967773	 sharpness 28.246782302856445
==> Epoch 511/2000
==> Test
Train Loss 1.4731342792510986	 Train Accuracy (%): 48.36000061035156 	 Test Accuracy (%): 43.66999816894531	 gHg: 54.66753005981445	 smoothness 20.193485260009766	 sharpness 28.677776336669922
==> Epoch 512/2000
==> Test
Train Loss 1.4835424423217773	 Train Accuracy (%): 47.439998626708984 	 Test Accuracy (%): 43.150001525878906	 gHg: 62.16481018066406	 smoothness 19.660036087036133	 sharpness 27.869890213012695
==> Epoch 513/2000
==> Test
Train Loss 1.496901273727417	 Train Accuracy (%): 48.20000076293945 	 Test Accuracy (%): 43.880001068115234	 gHg: 55.35894012451172	 smoothness 19.17639923095703	 sharpness 29.06496238708496
==> Epoch 514/2000
==> Test
Train Loss 1.4670109748840332	 Train Accuracy (%): 46.939998626708984 	 Test Accuracy (%): 43.59000015258789	 gHg: 44.94892120361328	 smoothness 18.179244995117188	 sharpness 27.629240036010742
==> Epoch 515/2000
==> Test
Train Loss 1.463156819343567	 Train Accuracy (%): 48.599998474121094 	 Test Accuracy (%): 44.189998626708984	 gHg: 32.44499969482422	 smoothness 17.92428207397461	 sharpness 26.946849822998047
==> Epoch 516/2000
==> Test
Train Loss 1.4516507387161255	 Train Accuracy (%): 48.119998931884766 	 Test Accuracy (%): 43.58000183105469	 gHg: 29.733747482299805	 smoothness 18.174701690673828	 sharpness 26.86695098876953
==> Epoch 517/2000
==> Test
Train Loss 1.450740933418274	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 44.439998626708984	 gHg: 27.696889877319336	 smoothness 18.70212745666504	 sharpness 27.69862937927246
==> Epoch 518/2000
==> Test
Train Loss 1.4444184303283691	 Train Accuracy (%): 48.119998931884766 	 Test Accuracy (%): 43.599998474121094	 gHg: 35.866127014160156	 smoothness 18.95564842224121	 sharpness 27.466205596923828
==> Epoch 519/2000
==> Test
Train Loss 1.452646255493164	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 44.38999938964844	 gHg: 29.14357566833496	 smoothness 19.1711483001709	 sharpness 27.075746536254883
==> Epoch 520/2000
==> Test
Train Loss 1.4491726160049438	 Train Accuracy (%): 47.939998626708984 	 Test Accuracy (%): 42.91999816894531	 gHg: 44.02492904663086	 smoothness 19.40652084350586	 sharpness 27.496305465698242
==> Epoch 521/2000
==> Test
Train Loss 1.4538201093673706	 Train Accuracy (%): 47.91999816894531 	 Test Accuracy (%): 44.70000076293945	 gHg: 35.32061004638672	 smoothness 19.222034454345703	 sharpness 27.61931800842285
==> Epoch 522/2000
==> Test
Train Loss 1.4500287771224976	 Train Accuracy (%): 48.060001373291016 	 Test Accuracy (%): 42.439998626708984	 gHg: 43.631507873535156	 smoothness 19.18073272705078	 sharpness 27.47394371032715
==> Epoch 523/2000
==> Test
Train Loss 1.4719014167785645	 Train Accuracy (%): 47.86000061035156 	 Test Accuracy (%): 44.540000915527344	 gHg: 46.99181365966797	 smoothness 19.807079315185547	 sharpness 28.417285919189453
==> Epoch 524/2000
==> Test
Train Loss 1.4631785154342651	 Train Accuracy (%): 47.459999084472656 	 Test Accuracy (%): 42.5099983215332	 gHg: 46.72645950317383	 smoothness 19.222640991210938	 sharpness 28.19510841369629
==> Epoch 525/2000
==> Test
Train Loss 1.4588733911514282	 Train Accuracy (%): 48.380001068115234 	 Test Accuracy (%): 44.31999969482422	 gHg: 48.083168029785156	 smoothness 19.34850311279297	 sharpness 27.316007614135742
==> Epoch 526/2000
==> Test
Train Loss 1.4733306169509888	 Train Accuracy (%): 47.540000915527344 	 Test Accuracy (%): 42.279998779296875	 gHg: 51.09320068359375	 smoothness 19.6204776763916	 sharpness 28.526376724243164
==> Epoch 527/2000
==> Test
Train Loss 1.4692579507827759	 Train Accuracy (%): 48.08000183105469 	 Test Accuracy (%): 44.220001220703125	 gHg: 56.783145904541016	 smoothness 19.577869415283203	 sharpness 28.84756088256836
==> Epoch 528/2000
==> Test
Train Loss 1.4723107814788818	 Train Accuracy (%): 47.47999954223633 	 Test Accuracy (%): 42.470001220703125	 gHg: 50.627689361572266	 smoothness 19.118446350097656	 sharpness 29.386573791503906
==> Epoch 529/2000
==> Test
Train Loss 1.468796730041504	 Train Accuracy (%): 47.91999816894531 	 Test Accuracy (%): 44.529998779296875	 gHg: 44.1838264465332	 smoothness 18.514909744262695	 sharpness 28.965612411499023
==> Epoch 530/2000
==> Test
Train Loss 1.45975661277771	 Train Accuracy (%): 47.599998474121094 	 Test Accuracy (%): 43.18000030517578	 gHg: 35.18369674682617	 smoothness 18.406143188476562	 sharpness 28.048948287963867
==> Epoch 531/2000
==> Test
Train Loss 1.4466376304626465	 Train Accuracy (%): 49.13999938964844 	 Test Accuracy (%): 44.36000061035156	 gHg: 31.987037658691406	 smoothness 18.634220123291016	 sharpness 26.95376205444336
==> Epoch 532/2000
==> Test
Train Loss 1.4485498666763306	 Train Accuracy (%): 48.36000061035156 	 Test Accuracy (%): 43.380001068115234	 gHg: 29.440933227539062	 smoothness 18.66215705871582	 sharpness 27.31966781616211
==> Epoch 533/2000
==> Test
Train Loss 1.4333938360214233	 Train Accuracy (%): 49.7599983215332 	 Test Accuracy (%): 44.70000076293945	 gHg: 27.4870548248291	 smoothness 18.61482048034668	 sharpness 26.96289825439453
==> Epoch 534/2000
==> Test
Train Loss 1.4263396263122559	 Train Accuracy (%): 49.02000045776367 	 Test Accuracy (%): 43.650001525878906	 gHg: 26.181690216064453	 smoothness 18.430530548095703	 sharpness 27.865333557128906
==> Epoch 535/2000
==> Test
Train Loss 1.4364906549453735	 Train Accuracy (%): 49.63999938964844 	 Test Accuracy (%): 44.72999954223633	 gHg: 26.036346435546875	 smoothness 18.68070411682129	 sharpness 27.24496078491211
==> Epoch 536/2000
==> Test
Train Loss 1.425161600112915	 Train Accuracy (%): 49.97999954223633 	 Test Accuracy (%): 43.689998626708984	 gHg: 27.45166778564453	 smoothness 18.98589324951172	 sharpness 28.309452056884766
==> Epoch 537/2000
==> Test
Train Loss 1.4410192966461182	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 44.470001220703125	 gHg: 31.928466796875	 smoothness 19.458066940307617	 sharpness 28.35369110107422
==> Epoch 538/2000
==> Test
Train Loss 1.4418410062789917	 Train Accuracy (%): 48.900001525878906 	 Test Accuracy (%): 43.25	 gHg: 35.02886962890625	 smoothness 19.437471389770508	 sharpness 28.89158821105957
==> Epoch 539/2000
==> Test
Train Loss 1.4447611570358276	 Train Accuracy (%): 49.08000183105469 	 Test Accuracy (%): 44.36000061035156	 gHg: 42.23618698120117	 smoothness 19.679677963256836	 sharpness 29.532371520996094
==> Epoch 540/2000
==> Test
Train Loss 1.4485275745391846	 Train Accuracy (%): 48.279998779296875 	 Test Accuracy (%): 43.33000183105469	 gHg: 47.159828186035156	 smoothness 19.6156005859375	 sharpness 29.122539520263672
==> Epoch 541/2000
==> Test
Train Loss 1.4698601961135864	 Train Accuracy (%): 47.47999954223633 	 Test Accuracy (%): 44.06999969482422	 gHg: 54.560455322265625	 smoothness 19.720792770385742	 sharpness 30.831682205200195
==> Epoch 542/2000
==> Test
Train Loss 1.4593745470046997	 Train Accuracy (%): 48.560001373291016 	 Test Accuracy (%): 43.689998626708984	 gHg: 51.25010681152344	 smoothness 19.20619773864746	 sharpness 27.78036880493164
==> Epoch 543/2000
==> Test
Train Loss 1.45751953125	 Train Accuracy (%): 48.0 	 Test Accuracy (%): 44.119998931884766	 gHg: 48.212039947509766	 smoothness 18.839025497436523	 sharpness 30.052749633789062
==> Epoch 544/2000
==> Test
Train Loss 1.4462816715240479	 Train Accuracy (%): 49.34000015258789 	 Test Accuracy (%): 44.09000015258789	 gHg: 41.21018981933594	 smoothness 18.603378295898438	 sharpness 25.253028869628906
==> Epoch 545/2000
==> Test
Train Loss 1.4393237829208374	 Train Accuracy (%): 48.79999923706055 	 Test Accuracy (%): 44.09000015258789	 gHg: 36.45293045043945	 smoothness 18.545148849487305	 sharpness 28.16470718383789
==> Epoch 546/2000
==> Test
Train Loss 1.4332884550094604	 Train Accuracy (%): 49.560001373291016 	 Test Accuracy (%): 44.16999816894531	 gHg: 41.961822509765625	 smoothness 19.129657745361328	 sharpness 25.413799285888672
==> Epoch 547/2000
==> Test
Train Loss 1.4414517879486084	 Train Accuracy (%): 49.220001220703125 	 Test Accuracy (%): 43.63999938964844	 gHg: 40.6483154296875	 smoothness 19.25972557067871	 sharpness 28.435224533081055
==> Epoch 548/2000
==> Test
Train Loss 1.4568408727645874	 Train Accuracy (%): 48.099998474121094 	 Test Accuracy (%): 44.13999938964844	 gHg: 47.770198822021484	 smoothness 19.35162925720215	 sharpness 25.57312774658203
==> Epoch 549/2000
==> Test
Train Loss 1.4642385244369507	 Train Accuracy (%): 48.380001068115234 	 Test Accuracy (%): 43.33000183105469	 gHg: 57.00870132446289	 smoothness 19.484024047851562	 sharpness 26.952251434326172
==> Epoch 550/2000
==> Test
Train Loss 1.4656890630722046	 Train Accuracy (%): 48.099998474121094 	 Test Accuracy (%): 44.150001525878906	 gHg: 48.67567443847656	 smoothness 19.25267219543457	 sharpness 24.00163459777832
==> Epoch 551/2000
==> Test
Train Loss 1.4522583484649658	 Train Accuracy (%): 47.619998931884766 	 Test Accuracy (%): 42.75	 gHg: 78.82720947265625	 smoothness 19.859546661376953	 sharpness 28.935260772705078
==> Epoch 552/2000
==> Test
Train Loss 1.4820476770401	 Train Accuracy (%): 47.65999984741211 	 Test Accuracy (%): 43.22999954223633	 gHg: 56.892799377441406	 smoothness 19.355791091918945	 sharpness 28.899782180786133
==> Epoch 553/2000
==> Test
Train Loss 1.4741290807724	 Train Accuracy (%): 46.119998931884766 	 Test Accuracy (%): 43.02000045776367	 gHg: 67.91159057617188	 smoothness 18.889488220214844	 sharpness 28.60260581970215
==> Epoch 554/2000
==> Test
Train Loss 1.4808857440948486	 Train Accuracy (%): 47.220001220703125 	 Test Accuracy (%): 43.70000076293945	 gHg: 50.75692367553711	 smoothness 18.925029754638672	 sharpness 28.94830322265625
==> Epoch 555/2000
==> Test
Train Loss 1.45084810256958	 Train Accuracy (%): 48.15999984741211 	 Test Accuracy (%): 43.869998931884766	 gHg: 39.596527099609375	 smoothness 17.800983428955078	 sharpness 27.578386306762695
==> Epoch 556/2000
==> Test
Train Loss 1.4316147565841675	 Train Accuracy (%): 48.939998626708984 	 Test Accuracy (%): 44.150001525878906	 gHg: 25.2703857421875	 smoothness 17.58187484741211	 sharpness 26.080434799194336
==> Epoch 557/2000
==> Test
Train Loss 1.4138072729110718	 Train Accuracy (%): 50.5 	 Test Accuracy (%): 44.560001373291016	 gHg: 19.266075134277344	 smoothness 17.42818260192871	 sharpness 25.84845733642578
==> Epoch 558/2000
==> Test
Train Loss 1.4121960401535034	 Train Accuracy (%): 49.5 	 Test Accuracy (%): 44.310001373291016	 gHg: 16.338390350341797	 smoothness 17.597030639648438	 sharpness 26.6765079498291
==> Epoch 559/2000
==> Test
Train Loss 1.4102802276611328	 Train Accuracy (%): 49.380001068115234 	 Test Accuracy (%): 44.45000076293945	 gHg: 16.425899505615234	 smoothness 18.205394744873047	 sharpness 25.85620880126953
==> Epoch 560/2000
==> Test
Train Loss 1.417464017868042	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 44.040000915527344	 gHg: 21.077232360839844	 smoothness 18.772357940673828	 sharpness 28.601411819458008
==> Epoch 561/2000
==> Test
Train Loss 1.4065927267074585	 Train Accuracy (%): 50.5 	 Test Accuracy (%): 44.54999923706055	 gHg: 19.882299423217773	 smoothness 18.58944320678711	 sharpness 26.575462341308594
==> Epoch 562/2000
==> Test
Train Loss 1.407474160194397	 Train Accuracy (%): 49.97999954223633 	 Test Accuracy (%): 44.22999954223633	 gHg: 20.95094108581543	 smoothness 18.310039520263672	 sharpness 29.822668075561523
==> Epoch 563/2000
==> Test
Train Loss 1.414060354232788	 Train Accuracy (%): 49.84000015258789 	 Test Accuracy (%): 44.52000045776367	 gHg: 21.87406349182129	 smoothness 18.621627807617188	 sharpness 26.44984245300293
==> Epoch 564/2000
==> Test
Train Loss 1.412345051765442	 Train Accuracy (%): 50.31999969482422 	 Test Accuracy (%): 44.130001068115234	 gHg: 30.67790985107422	 smoothness 19.717573165893555	 sharpness 32.50279235839844
==> Epoch 565/2000
==> Test
Train Loss 1.4276143312454224	 Train Accuracy (%): 48.68000030517578 	 Test Accuracy (%): 43.75	 gHg: 41.14402389526367	 smoothness 19.81346893310547	 sharpness 29.328290939331055
==> Epoch 566/2000
==> Test
Train Loss 1.4353115558624268	 Train Accuracy (%): 48.779998779296875 	 Test Accuracy (%): 43.650001525878906	 gHg: 50.16766357421875	 smoothness 19.741514205932617	 sharpness 33.68967819213867
==> Epoch 567/2000
==> Test
Train Loss 1.4401530027389526	 Train Accuracy (%): 48.97999954223633 	 Test Accuracy (%): 43.9900016784668	 gHg: 49.84798049926758	 smoothness 19.31851577758789	 sharpness 29.987545013427734
==> Epoch 568/2000
==> Test
Train Loss 1.4410196542739868	 Train Accuracy (%): 49.040000915527344 	 Test Accuracy (%): 44.029998779296875	 gHg: 67.29472351074219	 smoothness 19.673725128173828	 sharpness 32.54133987426758
==> Epoch 569/2000
==> Test
Train Loss 1.4621996879577637	 Train Accuracy (%): 47.58000183105469 	 Test Accuracy (%): 43.689998626708984	 gHg: 58.13623046875	 smoothness 19.28615379333496	 sharpness 30.124736785888672
==> Epoch 570/2000
==> Test
Train Loss 1.4597804546356201	 Train Accuracy (%): 48.29999923706055 	 Test Accuracy (%): 44.29999923706055	 gHg: 69.1988296508789	 smoothness 19.186948776245117	 sharpness 29.711078643798828
==> Epoch 571/2000
==> Test
Train Loss 1.4655894041061401	 Train Accuracy (%): 47.540000915527344 	 Test Accuracy (%): 43.56999969482422	 gHg: 59.401100158691406	 smoothness 18.913328170776367	 sharpness 29.124975204467773
==> Epoch 572/2000
==> Test
Train Loss 1.4598828554153442	 Train Accuracy (%): 47.41999816894531 	 Test Accuracy (%): 44.54999923706055	 gHg: 45.312042236328125	 smoothness 18.34874153137207	 sharpness 26.157669067382812
==> Epoch 573/2000
==> Test
Train Loss 1.443833351135254	 Train Accuracy (%): 47.79999923706055 	 Test Accuracy (%): 44.29999923706055	 gHg: 42.47157287597656	 smoothness 18.299617767333984	 sharpness 27.064802169799805
==> Epoch 574/2000
==> Test
Train Loss 1.4347437620162964	 Train Accuracy (%): 49.0 	 Test Accuracy (%): 44.7400016784668	 gHg: 31.372875213623047	 smoothness 18.187780380249023	 sharpness 24.999799728393555
==> Epoch 575/2000
==> Test
Train Loss 1.4089205265045166	 Train Accuracy (%): 49.91999816894531 	 Test Accuracy (%): 44.41999816894531	 gHg: 28.64936065673828	 smoothness 18.07343292236328	 sharpness 26.129131317138672
==> Epoch 576/2000
==> Test
Train Loss 1.4138647317886353	 Train Accuracy (%): 50.099998474121094 	 Test Accuracy (%): 44.31999969482422	 gHg: 24.597923278808594	 smoothness 18.341001510620117	 sharpness 24.579330444335938
==> Epoch 577/2000
==> Test
Train Loss 1.4061503410339355	 Train Accuracy (%): 50.380001068115234 	 Test Accuracy (%): 44.540000915527344	 gHg: 29.849435806274414	 smoothness 18.749784469604492	 sharpness 26.367050170898438
==> Epoch 578/2000
==> Test
Train Loss 1.4185642004013062	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 44.16999816894531	 gHg: 29.835708618164062	 smoothness 19.413558959960938	 sharpness 26.327146530151367
==> Epoch 579/2000
==> Test
Train Loss 1.4230502843856812	 Train Accuracy (%): 49.279998779296875 	 Test Accuracy (%): 43.7599983215332	 gHg: 45.499488830566406	 smoothness 19.95196533203125	 sharpness 27.276304244995117
==> Epoch 580/2000
==> Test
Train Loss 1.4328099489212036	 Train Accuracy (%): 49.119998931884766 	 Test Accuracy (%): 44.130001068115234	 gHg: 34.717979431152344	 smoothness 19.318084716796875	 sharpness 27.135391235351562
==> Epoch 581/2000
==> Test
Train Loss 1.41288423538208	 Train Accuracy (%): 50.0 	 Test Accuracy (%): 43.63999938964844	 gHg: 48.02762985229492	 smoothness 19.1936092376709	 sharpness 27.660999298095703
==> Epoch 582/2000
==> Test
Train Loss 1.433257818222046	 Train Accuracy (%): 49.08000183105469 	 Test Accuracy (%): 44.119998931884766	 gHg: 36.46497344970703	 smoothness 19.091184616088867	 sharpness 27.603883743286133
==> Epoch 583/2000
==> Test
Train Loss 1.4232009649276733	 Train Accuracy (%): 48.86000061035156 	 Test Accuracy (%): 43.630001068115234	 gHg: 44.96377182006836	 smoothness 19.00031280517578	 sharpness 27.884777069091797
==> Epoch 584/2000
==> Test
Train Loss 1.420325517654419	 Train Accuracy (%): 49.5 	 Test Accuracy (%): 44.380001068115234	 gHg: 31.541873931884766	 smoothness 18.68309211730957	 sharpness 27.52479362487793
==> Epoch 585/2000
==> Test
Train Loss 1.4013317823410034	 Train Accuracy (%): 49.099998474121094 	 Test Accuracy (%): 43.84000015258789	 gHg: 31.97036361694336	 smoothness 18.2976131439209	 sharpness 27.129995346069336
==> Epoch 586/2000
==> Test
Train Loss 1.4127944707870483	 Train Accuracy (%): 49.560001373291016 	 Test Accuracy (%): 44.08000183105469	 gHg: 27.149200439453125	 smoothness 18.332918167114258	 sharpness 27.37019920349121
==> Epoch 587/2000
==> Test
Train Loss 1.4093276262283325	 Train Accuracy (%): 49.279998779296875 	 Test Accuracy (%): 43.7599983215332	 gHg: 29.61240005493164	 smoothness 19.025739669799805	 sharpness 27.18582534790039
==> Epoch 588/2000
==> Test
Train Loss 1.4116790294647217	 Train Accuracy (%): 50.34000015258789 	 Test Accuracy (%): 44.369998931884766	 gHg: 32.820343017578125	 smoothness 19.01654624938965	 sharpness 28.047460556030273
==> Epoch 589/2000
==> Test
Train Loss 1.3999875783920288	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 43.95000076293945	 gHg: 28.06774139404297	 smoothness 18.777362823486328	 sharpness 26.975988388061523
==> Epoch 590/2000
==> Test
Train Loss 1.406300663948059	 Train Accuracy (%): 50.040000915527344 	 Test Accuracy (%): 43.880001068115234	 gHg: 45.664794921875	 smoothness 19.69924545288086	 sharpness 28.7674503326416
==> Epoch 591/2000
==> Test
Train Loss 1.4268916845321655	 Train Accuracy (%): 48.36000061035156 	 Test Accuracy (%): 43.90999984741211	 gHg: 32.06232452392578	 smoothness 19.367839813232422	 sharpness 27.131710052490234
==> Epoch 592/2000
==> Test
Train Loss 1.415844202041626	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 43.83000183105469	 gHg: 61.04542541503906	 smoothness 19.763166427612305	 sharpness 28.86227035522461
==> Epoch 593/2000
==> Test
Train Loss 1.4429047107696533	 Train Accuracy (%): 49.2599983215332 	 Test Accuracy (%): 43.68000030517578	 gHg: 51.58232498168945	 smoothness 20.085039138793945	 sharpness 27.695215225219727
==> Epoch 594/2000
==> Test
Train Loss 1.4442771673202515	 Train Accuracy (%): 48.15999984741211 	 Test Accuracy (%): 43.70000076293945	 gHg: 82.42912292480469	 smoothness 19.9235897064209	 sharpness 28.309276580810547
==> Epoch 595/2000
==> Test
Train Loss 1.4645332098007202	 Train Accuracy (%): 48.5 	 Test Accuracy (%): 43.849998474121094	 gHg: 76.60389709472656	 smoothness 19.934314727783203	 sharpness 27.593175888061523
==> Epoch 596/2000
==> Test
Train Loss 1.471596598625183	 Train Accuracy (%): 48.34000015258789 	 Test Accuracy (%): 43.91999816894531	 gHg: 91.32019805908203	 smoothness 19.32480812072754	 sharpness 30.412460327148438
==> Epoch 597/2000
==> Test
Train Loss 1.469708800315857	 Train Accuracy (%): 49.47999954223633 	 Test Accuracy (%): 44.279998779296875	 gHg: 71.32408142089844	 smoothness 18.967878341674805	 sharpness 25.135038375854492
==> Epoch 598/2000
==> Test
Train Loss 1.4614429473876953	 Train Accuracy (%): 48.459999084472656 	 Test Accuracy (%): 44.540000915527344	 gHg: 75.49273681640625	 smoothness 18.685815811157227	 sharpness 30.62451934814453
==> Epoch 599/2000
==> Test
Train Loss 1.45712411403656	 Train Accuracy (%): 50.099998474121094 	 Test Accuracy (%): 44.439998626708984	 gHg: 41.091758728027344	 smoothness 18.108503341674805	 sharpness 23.628253936767578
==> Epoch 600/2000
==> Test
Train Loss 1.4208425283432007	 Train Accuracy (%): 49.52000045776367 	 Test Accuracy (%): 45.220001220703125	 gHg: 41.76315689086914	 smoothness 17.852052688598633	 sharpness 26.77008628845215
==> Epoch 601/2000
==> Test
Train Loss 1.4160841703414917	 Train Accuracy (%): 50.880001068115234 	 Test Accuracy (%): 44.83000183105469	 gHg: 24.95787811279297	 smoothness 17.89453887939453	 sharpness 24.498699188232422
==> Epoch 602/2000
==> Test
Train Loss 1.4078240394592285	 Train Accuracy (%): 50.70000076293945 	 Test Accuracy (%): 45.290000915527344	 gHg: 26.167003631591797	 smoothness 17.644397735595703	 sharpness 26.899829864501953
==> Epoch 603/2000
==> Test
Train Loss 1.4035873413085938	 Train Accuracy (%): 51.02000045776367 	 Test Accuracy (%): 45.0	 gHg: 17.717140197753906	 smoothness 17.787431716918945	 sharpness 26.224348068237305
==> Epoch 604/2000
==> Test
Train Loss 1.3896372318267822	 Train Accuracy (%): 51.31999969482422 	 Test Accuracy (%): 45.540000915527344	 gHg: 19.433944702148438	 smoothness 17.68512725830078	 sharpness 26.202787399291992
==> Epoch 605/2000
==> Test
Train Loss 1.3856626749038696	 Train Accuracy (%): 51.41999816894531 	 Test Accuracy (%): 44.959999084472656	 gHg: 15.680648803710938	 smoothness 18.005672454833984	 sharpness 26.44468879699707
==> Epoch 606/2000
==> Test
Train Loss 1.3787267208099365	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 45.36000061035156	 gHg: 21.52159309387207	 smoothness 18.633506774902344	 sharpness 26.448997497558594
==> Epoch 607/2000
==> Test
Train Loss 1.3912831544876099	 Train Accuracy (%): 51.31999969482422 	 Test Accuracy (%): 44.599998474121094	 gHg: 21.578079223632812	 smoothness 19.092655181884766	 sharpness 27.21617889404297
==> Epoch 608/2000
==> Test
Train Loss 1.3873101472854614	 Train Accuracy (%): 51.040000915527344 	 Test Accuracy (%): 45.2400016784668	 gHg: 31.046422958374023	 smoothness 19.073184967041016	 sharpness 28.499658584594727
==> Epoch 609/2000
==> Test
Train Loss 1.4027482271194458	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 44.119998931884766	 gHg: 29.360397338867188	 smoothness 19.349552154541016	 sharpness 28.449176788330078
==> Epoch 610/2000
==> Test
Train Loss 1.4065500497817993	 Train Accuracy (%): 50.779998779296875 	 Test Accuracy (%): 45.189998626708984	 gHg: 48.262794494628906	 smoothness 19.959592819213867	 sharpness 29.92951011657715
==> Epoch 611/2000
==> Test
Train Loss 1.4190154075622559	 Train Accuracy (%): 50.31999969482422 	 Test Accuracy (%): 43.939998626708984	 gHg: 40.47332000732422	 smoothness 19.52943992614746	 sharpness 29.70424461364746
==> Epoch 612/2000
==> Test
Train Loss 1.4155162572860718	 Train Accuracy (%): 49.939998626708984 	 Test Accuracy (%): 45.06999969482422	 gHg: 54.11184310913086	 smoothness 19.533340454101562	 sharpness 29.682119369506836
==> Epoch 613/2000
==> Test
Train Loss 1.4292597770690918	 Train Accuracy (%): 48.7400016784668 	 Test Accuracy (%): 43.369998931884766	 gHg: 49.92993927001953	 smoothness 19.444116592407227	 sharpness 30.700748443603516
==> Epoch 614/2000
==> Test
Train Loss 1.420143485069275	 Train Accuracy (%): 50.47999954223633 	 Test Accuracy (%): 45.16999816894531	 gHg: 57.305294036865234	 smoothness 19.194564819335938	 sharpness 28.317487716674805
==> Epoch 615/2000
==> Test
Train Loss 1.440061330795288	 Train Accuracy (%): 48.34000015258789 	 Test Accuracy (%): 42.619998931884766	 gHg: 58.478538513183594	 smoothness 19.495880126953125	 sharpness 30.048986434936523
==> Epoch 616/2000
==> Test
Train Loss 1.4400519132614136	 Train Accuracy (%): 49.18000030517578 	 Test Accuracy (%): 45.209999084472656	 gHg: 79.59397888183594	 smoothness 19.850854873657227	 sharpness 27.949289321899414
==> Epoch 617/2000
==> Test
Train Loss 1.4839935302734375	 Train Accuracy (%): 46.7599983215332 	 Test Accuracy (%): 41.7599983215332	 gHg: 89.50732421875	 smoothness 20.36076545715332	 sharpness 28.145872116088867
==> Epoch 618/2000
==> Test
Train Loss 1.5001120567321777	 Train Accuracy (%): 46.20000076293945 	 Test Accuracy (%): 44.2400016784668	 gHg: 132.66201782226562	 smoothness 20.455209732055664	 sharpness 30.059955596923828
==> Epoch 619/2000
==> Test
Train Loss 1.5222976207733154	 Train Accuracy (%): 45.2400016784668 	 Test Accuracy (%): 41.849998474121094	 gHg: 94.26094818115234	 smoothness 19.018573760986328	 sharpness 27.630859375
==> Epoch 620/2000
==> Test
Train Loss 1.4708346128463745	 Train Accuracy (%): 48.29999923706055 	 Test Accuracy (%): 44.709999084472656	 gHg: 70.59242248535156	 smoothness 17.816715240478516	 sharpness 27.08283042907715
==> Epoch 621/2000
==> Test
Train Loss 1.4519407749176025	 Train Accuracy (%): 48.880001068115234 	 Test Accuracy (%): 43.689998626708984	 gHg: 45.413185119628906	 smoothness 17.802143096923828	 sharpness 25.868284225463867
==> Epoch 622/2000
==> Test
Train Loss 1.4248086214065552	 Train Accuracy (%): 50.459999084472656 	 Test Accuracy (%): 45.09000015258789	 gHg: 35.16831970214844	 smoothness 17.759410858154297	 sharpness 24.59922218322754
==> Epoch 623/2000
==> Test
Train Loss 1.407440185546875	 Train Accuracy (%): 50.34000015258789 	 Test Accuracy (%): 44.439998626708984	 gHg: 29.04184341430664	 smoothness 17.96934700012207	 sharpness 26.480690002441406
==> Epoch 624/2000
==> Test
Train Loss 1.4073162078857422	 Train Accuracy (%): 50.65999984741211 	 Test Accuracy (%): 45.459999084472656	 gHg: 25.619155883789062	 smoothness 18.09541893005371	 sharpness 25.12052345275879
==> Epoch 625/2000
==> Test
Train Loss 1.3941034078598022	 Train Accuracy (%): 50.34000015258789 	 Test Accuracy (%): 44.689998626708984	 gHg: 24.675018310546875	 smoothness 18.43667221069336	 sharpness 26.649991989135742
==> Epoch 626/2000
==> Test
Train Loss 1.382957935333252	 Train Accuracy (%): 50.86000061035156 	 Test Accuracy (%): 45.61000061035156	 gHg: 22.523868560791016	 smoothness 18.46307945251465	 sharpness 25.82291030883789
==> Epoch 627/2000
==> Test
Train Loss 1.3912431001663208	 Train Accuracy (%): 50.29999923706055 	 Test Accuracy (%): 44.41999816894531	 gHg: 28.6353759765625	 smoothness 18.839067459106445	 sharpness 28.694923400878906
==> Epoch 628/2000
==> Test
Train Loss 1.3949443101882935	 Train Accuracy (%): 50.7599983215332 	 Test Accuracy (%): 45.5	 gHg: 24.08462142944336	 smoothness 18.771892547607422	 sharpness 26.21908950805664
==> Epoch 629/2000
==> Test
Train Loss 1.3854246139526367	 Train Accuracy (%): 50.400001525878906 	 Test Accuracy (%): 44.290000915527344	 gHg: 30.634103775024414	 smoothness 18.98684310913086	 sharpness 27.86294937133789
==> Epoch 630/2000
==> Test
Train Loss 1.3941724300384521	 Train Accuracy (%): 50.040000915527344 	 Test Accuracy (%): 45.130001068115234	 gHg: 31.366172790527344	 smoothness 19.534517288208008	 sharpness 27.649736404418945
==> Epoch 631/2000
==> Test
Train Loss 1.3958715200424194	 Train Accuracy (%): 49.65999984741211 	 Test Accuracy (%): 43.79999923706055	 gHg: 44.39313888549805	 smoothness 19.6834659576416	 sharpness 28.470787048339844
==> Epoch 632/2000
==> Test
Train Loss 1.4119772911071777	 Train Accuracy (%): 50.7599983215332 	 Test Accuracy (%): 44.91999816894531	 gHg: 37.85081481933594	 smoothness 19.241432189941406	 sharpness 28.439006805419922
==> Epoch 633/2000
==> Test
Train Loss 1.4077216386795044	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 44.18000030517578	 gHg: 42.53436279296875	 smoothness 18.94641876220703	 sharpness 27.02416229248047
==> Epoch 634/2000
==> Test
Train Loss 1.408382773399353	 Train Accuracy (%): 50.97999954223633 	 Test Accuracy (%): 45.099998474121094	 gHg: 34.66539764404297	 smoothness 18.735980987548828	 sharpness 27.190460205078125
==> Epoch 635/2000
==> Test
Train Loss 1.3880187273025513	 Train Accuracy (%): 50.2599983215332 	 Test Accuracy (%): 44.689998626708984	 gHg: 33.93486022949219	 smoothness 18.38556671142578	 sharpness 26.644248962402344
==> Epoch 636/2000
==> Test
Train Loss 1.392923355102539	 Train Accuracy (%): 51.220001220703125 	 Test Accuracy (%): 45.119998931884766	 gHg: 31.4765625	 smoothness 18.931873321533203	 sharpness 26.71470832824707
==> Epoch 637/2000
==> Test
Train Loss 1.3970831632614136	 Train Accuracy (%): 49.86000061035156 	 Test Accuracy (%): 44.939998626708984	 gHg: 32.07707977294922	 smoothness 18.648517608642578	 sharpness 26.89443588256836
==> Epoch 638/2000
==> Test
Train Loss 1.3931241035461426	 Train Accuracy (%): 51.20000076293945 	 Test Accuracy (%): 44.9900016784668	 gHg: 31.024288177490234	 smoothness 18.828311920166016	 sharpness 26.954309463500977
==> Epoch 639/2000
==> Test
Train Loss 1.396668791770935	 Train Accuracy (%): 51.02000045776367 	 Test Accuracy (%): 45.060001373291016	 gHg: 38.471439361572266	 smoothness 19.22385597229004	 sharpness 29.400516510009766
==> Epoch 640/2000
==> Test
Train Loss 1.3903125524520874	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 44.88999938964844	 gHg: 35.38238525390625	 smoothness 19.121051788330078	 sharpness 25.903841018676758
==> Epoch 641/2000
==> Test
Train Loss 1.3934204578399658	 Train Accuracy (%): 50.47999954223633 	 Test Accuracy (%): 45.279998779296875	 gHg: 50.85508728027344	 smoothness 19.391572952270508	 sharpness 30.70326805114746
==> Epoch 642/2000
==> Test
Train Loss 1.4120022058486938	 Train Accuracy (%): 51.0 	 Test Accuracy (%): 44.66999816894531	 gHg: 39.3160400390625	 smoothness 19.450498580932617	 sharpness 26.13749885559082
==> Epoch 643/2000
==> Test
Train Loss 1.4108331203460693	 Train Accuracy (%): 50.119998931884766 	 Test Accuracy (%): 45.209999084472656	 gHg: 65.36805725097656	 smoothness 19.813282012939453	 sharpness 30.92304801940918
==> Epoch 644/2000
==> Test
Train Loss 1.4290615320205688	 Train Accuracy (%): 50.099998474121094 	 Test Accuracy (%): 44.220001220703125	 gHg: 52.271949768066406	 smoothness 19.60482406616211	 sharpness 25.445199966430664
==> Epoch 645/2000
==> Test
Train Loss 1.4250473976135254	 Train Accuracy (%): 50.18000030517578 	 Test Accuracy (%): 44.650001525878906	 gHg: 73.76039123535156	 smoothness 19.39986228942871	 sharpness 30.584932327270508
==> Epoch 646/2000
==> Test
Train Loss 1.431586503982544	 Train Accuracy (%): 49.29999923706055 	 Test Accuracy (%): 43.90999984741211	 gHg: 55.0916748046875	 smoothness 19.011951446533203	 sharpness 27.703189849853516
==> Epoch 647/2000
==> Test
Train Loss 1.4241712093353271	 Train Accuracy (%): 49.7599983215332 	 Test Accuracy (%): 44.61000061035156	 gHg: 57.30648422241211	 smoothness 18.775602340698242	 sharpness 28.933534622192383
==> Epoch 648/2000
==> Test
Train Loss 1.4127600193023682	 Train Accuracy (%): 49.86000061035156 	 Test Accuracy (%): 43.689998626708984	 gHg: 51.729515075683594	 smoothness 19.019649505615234	 sharpness 27.690261840820312
==> Epoch 649/2000
==> Test
Train Loss 1.415554404258728	 Train Accuracy (%): 49.720001220703125 	 Test Accuracy (%): 44.63999938964844	 gHg: 48.93769836425781	 smoothness 18.599733352661133	 sharpness 28.07709503173828
==> Epoch 650/2000
==> Test
Train Loss 1.418858289718628	 Train Accuracy (%): 49.2599983215332 	 Test Accuracy (%): 43.91999816894531	 gHg: 46.46919250488281	 smoothness 18.91088104248047	 sharpness 26.956933975219727
==> Epoch 651/2000
==> Test
Train Loss 1.4093905687332153	 Train Accuracy (%): 49.7400016784668 	 Test Accuracy (%): 44.38999938964844	 gHg: 48.36125946044922	 smoothness 18.948331832885742	 sharpness 27.252445220947266
==> Epoch 652/2000
==> Test
Train Loss 1.4023492336273193	 Train Accuracy (%): 49.79999923706055 	 Test Accuracy (%): 44.060001373291016	 gHg: 43.15911865234375	 smoothness 19.007539749145508	 sharpness 25.88539695739746
==> Epoch 653/2000
==> Test
Train Loss 1.4024388790130615	 Train Accuracy (%): 49.15999984741211 	 Test Accuracy (%): 44.29999923706055	 gHg: 47.93635559082031	 smoothness 19.0599365234375	 sharpness 27.870725631713867
==> Epoch 654/2000
==> Test
Train Loss 1.4145840406417847	 Train Accuracy (%): 49.7400016784668 	 Test Accuracy (%): 44.189998626708984	 gHg: 43.037498474121094	 smoothness 19.113344192504883	 sharpness 25.946352005004883
==> Epoch 655/2000
==> Test
Train Loss 1.3913769721984863	 Train Accuracy (%): 49.70000076293945 	 Test Accuracy (%): 44.529998779296875	 gHg: 42.76182556152344	 smoothness 18.75621795654297	 sharpness 28.289690017700195
==> Epoch 656/2000
==> Test
Train Loss 1.404679298400879	 Train Accuracy (%): 49.939998626708984 	 Test Accuracy (%): 44.349998474121094	 gHg: 36.06806182861328	 smoothness 18.64468002319336	 sharpness 25.466867446899414
==> Epoch 657/2000
==> Test
Train Loss 1.3928351402282715	 Train Accuracy (%): 50.13999938964844 	 Test Accuracy (%): 44.900001525878906	 gHg: 34.35871887207031	 smoothness 18.511110305786133	 sharpness 28.46236801147461
==> Epoch 658/2000
==> Test
Train Loss 1.3947216272354126	 Train Accuracy (%): 50.279998779296875 	 Test Accuracy (%): 44.470001220703125	 gHg: 32.731788635253906	 smoothness 18.867286682128906	 sharpness 26.93491554260254
==> Epoch 659/2000
==> Test
Train Loss 1.3810360431671143	 Train Accuracy (%): 50.70000076293945 	 Test Accuracy (%): 45.380001068115234	 gHg: 33.213478088378906	 smoothness 18.554475784301758	 sharpness 28.760684967041016
==> Epoch 660/2000
==> Test
Train Loss 1.3739815950393677	 Train Accuracy (%): 51.0 	 Test Accuracy (%): 44.58000183105469	 gHg: 25.318038940429688	 smoothness 18.04623794555664	 sharpness 26.867023468017578
==> Epoch 661/2000
==> Test
Train Loss 1.3708271980285645	 Train Accuracy (%): 51.34000015258789 	 Test Accuracy (%): 45.650001525878906	 gHg: 30.2103328704834	 smoothness 18.6486873626709	 sharpness 29.184593200683594
==> Epoch 662/2000
==> Test
Train Loss 1.3748595714569092	 Train Accuracy (%): 51.400001525878906 	 Test Accuracy (%): 44.650001525878906	 gHg: 24.559690475463867	 smoothness 18.529979705810547	 sharpness 27.990711212158203
==> Epoch 663/2000
==> Test
Train Loss 1.3696489334106445	 Train Accuracy (%): 50.81999969482422 	 Test Accuracy (%): 45.90999984741211	 gHg: 33.92090606689453	 smoothness 18.92414093017578	 sharpness 28.914209365844727
==> Epoch 664/2000
==> Test
Train Loss 1.3775349855422974	 Train Accuracy (%): 50.81999969482422 	 Test Accuracy (%): 44.529998779296875	 gHg: 27.51041603088379	 smoothness 19.07868194580078	 sharpness 27.979822158813477
==> Epoch 665/2000
==> Test
Train Loss 1.3742119073867798	 Train Accuracy (%): 51.060001373291016 	 Test Accuracy (%): 46.119998931884766	 gHg: 49.575096130371094	 smoothness 19.615161895751953	 sharpness 28.996414184570312
==> Epoch 666/2000
==> Test
Train Loss 1.4021726846694946	 Train Accuracy (%): 50.279998779296875 	 Test Accuracy (%): 43.61000061035156	 gHg: 43.78557586669922	 smoothness 19.88823890686035	 sharpness 28.857662200927734
==> Epoch 667/2000
==> Test
Train Loss 1.4163025617599487	 Train Accuracy (%): 49.97999954223633 	 Test Accuracy (%): 45.79999923706055	 gHg: 77.20591735839844	 smoothness 20.36501693725586	 sharpness 27.88450050354004
==> Epoch 668/2000
==> Test
Train Loss 1.4449163675308228	 Train Accuracy (%): 47.65999984741211 	 Test Accuracy (%): 43.0099983215332	 gHg: 81.63981628417969	 smoothness 20.217639923095703	 sharpness 29.512035369873047
==> Epoch 669/2000
==> Test
Train Loss 1.4493707418441772	 Train Accuracy (%): 48.52000045776367 	 Test Accuracy (%): 45.2599983215332	 gHg: 87.52938842773438	 smoothness 19.432096481323242	 sharpness 27.174945831298828
==> Epoch 670/2000
==> Test
Train Loss 1.4468153715133667	 Train Accuracy (%): 48.58000183105469 	 Test Accuracy (%): 42.970001220703125	 gHg: 74.91748046875	 smoothness 18.78294563293457	 sharpness 26.938261032104492
==> Epoch 671/2000
==> Test
Train Loss 1.4322092533111572	 Train Accuracy (%): 48.86000061035156 	 Test Accuracy (%): 44.70000076293945	 gHg: 65.07843017578125	 smoothness 18.477081298828125	 sharpness 28.044208526611328
==> Epoch 672/2000
==> Test
Train Loss 1.4216716289520264	 Train Accuracy (%): 48.20000076293945 	 Test Accuracy (%): 43.75	 gHg: 54.598114013671875	 smoothness 18.551042556762695	 sharpness 27.56683349609375
==> Epoch 673/2000
==> Test
Train Loss 1.3970321416854858	 Train Accuracy (%): 50.65999984741211 	 Test Accuracy (%): 44.59000015258789	 gHg: 58.551177978515625	 smoothness 18.8447265625	 sharpness 28.399215698242188
==> Epoch 674/2000
==> Test
Train Loss 1.4221314191818237	 Train Accuracy (%): 49.41999816894531 	 Test Accuracy (%): 43.540000915527344	 gHg: 49.3707275390625	 smoothness 19.10067367553711	 sharpness 29.156600952148438
==> Epoch 675/2000
==> Test
Train Loss 1.4061702489852905	 Train Accuracy (%): 50.2400016784668 	 Test Accuracy (%): 44.150001525878906	 gHg: 64.3948745727539	 smoothness 19.271963119506836	 sharpness 29.995702743530273
==> Epoch 676/2000
==> Test
Train Loss 1.413384199142456	 Train Accuracy (%): 49.779998779296875 	 Test Accuracy (%): 43.900001525878906	 gHg: 46.830657958984375	 smoothness 18.924097061157227	 sharpness 29.54960060119629
==> Epoch 677/2000
==> Test
Train Loss 1.3828054666519165	 Train Accuracy (%): 51.7599983215332 	 Test Accuracy (%): 44.47999954223633	 gHg: 49.45899200439453	 smoothness 18.58670425415039	 sharpness 28.41216468811035
==> Epoch 678/2000
==> Test
Train Loss 1.397120714187622	 Train Accuracy (%): 50.70000076293945 	 Test Accuracy (%): 44.29999923706055	 gHg: 33.92979431152344	 smoothness 18.38813591003418	 sharpness 28.67294692993164
==> Epoch 679/2000
==> Test
Train Loss 1.3713971376419067	 Train Accuracy (%): 52.36000061035156 	 Test Accuracy (%): 44.66999816894531	 gHg: 36.50337600708008	 smoothness 18.33465576171875	 sharpness 26.983247756958008
==> Epoch 680/2000
==> Test
Train Loss 1.3858944177627563	 Train Accuracy (%): 50.84000015258789 	 Test Accuracy (%): 44.720001220703125	 gHg: 29.31195831298828	 smoothness 18.762126922607422	 sharpness 28.742158889770508
==> Epoch 681/2000
==> Test
Train Loss 1.3705289363861084	 Train Accuracy (%): 52.2400016784668 	 Test Accuracy (%): 44.68000030517578	 gHg: 35.69474411010742	 smoothness 18.707324981689453	 sharpness 27.69023895263672
==> Epoch 682/2000
==> Test
Train Loss 1.3811759948730469	 Train Accuracy (%): 51.31999969482422 	 Test Accuracy (%): 44.970001220703125	 gHg: 29.70012092590332	 smoothness 19.164417266845703	 sharpness 29.716211318969727
==> Epoch 683/2000
==> Test
Train Loss 1.3676117658615112	 Train Accuracy (%): 52.279998779296875 	 Test Accuracy (%): 44.54999923706055	 gHg: 44.726043701171875	 smoothness 19.273794174194336	 sharpness 29.245155334472656
==> Epoch 684/2000
==> Test
Train Loss 1.3826409578323364	 Train Accuracy (%): 50.84000015258789 	 Test Accuracy (%): 45.06999969482422	 gHg: 32.98014831542969	 smoothness 18.75330924987793	 sharpness 28.7329044342041
==> Epoch 685/2000
==> Test
Train Loss 1.3663127422332764	 Train Accuracy (%): 52.2599983215332 	 Test Accuracy (%): 44.93000030517578	 gHg: 37.863037109375	 smoothness 18.518348693847656	 sharpness 28.034503936767578
==> Epoch 686/2000
==> Test
Train Loss 1.3880620002746582	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 44.81999969482422	 gHg: 34.4957389831543	 smoothness 19.14569091796875	 sharpness 26.989219665527344
==> Epoch 687/2000
==> Test
Train Loss 1.3726972341537476	 Train Accuracy (%): 51.7599983215332 	 Test Accuracy (%): 44.209999084472656	 gHg: 55.797508239746094	 smoothness 20.029403686523438	 sharpness 28.68390655517578
==> Epoch 688/2000
==> Test
Train Loss 1.4050968885421753	 Train Accuracy (%): 50.7599983215332 	 Test Accuracy (%): 44.47999954223633	 gHg: 57.65656661987305	 smoothness 20.00528335571289	 sharpness 28.172407150268555
==> Epoch 689/2000
==> Test
Train Loss 1.4013198614120483	 Train Accuracy (%): 49.70000076293945 	 Test Accuracy (%): 43.470001220703125	 gHg: 75.064208984375	 smoothness 19.666969299316406	 sharpness 29.45408821105957
==> Epoch 690/2000
==> Test
Train Loss 1.4222979545593262	 Train Accuracy (%): 49.900001525878906 	 Test Accuracy (%): 44.400001525878906	 gHg: 71.27509307861328	 smoothness 19.668434143066406	 sharpness 28.831451416015625
==> Epoch 691/2000
==> Test
Train Loss 1.4222263097763062	 Train Accuracy (%): 48.439998626708984 	 Test Accuracy (%): 43.56999969482422	 gHg: 77.86958312988281	 smoothness 19.26203155517578	 sharpness 30.728071212768555
==> Epoch 692/2000
==> Test
Train Loss 1.413698673248291	 Train Accuracy (%): 49.91999816894531 	 Test Accuracy (%): 45.0099983215332	 gHg: 49.53630065917969	 smoothness 18.263635635375977	 sharpness 26.872730255126953
==> Epoch 693/2000
==> Test
Train Loss 1.3827518224716187	 Train Accuracy (%): 51.84000015258789 	 Test Accuracy (%): 45.06999969482422	 gHg: 32.983001708984375	 smoothness 17.067739486694336	 sharpness 26.39992904663086
==> Epoch 694/2000
==> Test
Train Loss 1.3678144216537476	 Train Accuracy (%): 52.2599983215332 	 Test Accuracy (%): 45.70000076293945	 gHg: 22.80274772644043	 smoothness 17.458805084228516	 sharpness 24.83394432067871
==> Epoch 695/2000
==> Test
Train Loss 1.3598313331604004	 Train Accuracy (%): 51.31999969482422 	 Test Accuracy (%): 45.2400016784668	 gHg: 22.282649993896484	 smoothness 17.974843978881836	 sharpness 25.76478385925293
==> Epoch 696/2000
==> Test
Train Loss 1.361740231513977	 Train Accuracy (%): 51.65999984741211 	 Test Accuracy (%): 45.61000061035156	 gHg: 19.04791259765625	 smoothness 18.02545166015625	 sharpness 25.528291702270508
==> Epoch 697/2000
==> Test
Train Loss 1.3502358198165894	 Train Accuracy (%): 51.68000030517578 	 Test Accuracy (%): 44.810001373291016	 gHg: 22.763046264648438	 smoothness 18.435773849487305	 sharpness 26.030338287353516
==> Epoch 698/2000
==> Test
Train Loss 1.3518229722976685	 Train Accuracy (%): 52.58000183105469 	 Test Accuracy (%): 45.70000076293945	 gHg: 22.777368545532227	 smoothness 18.753467559814453	 sharpness 27.06847381591797
==> Epoch 699/2000
==> Test
Train Loss 1.3594913482666016	 Train Accuracy (%): 51.31999969482422 	 Test Accuracy (%): 44.29999923706055	 gHg: 37.89788818359375	 smoothness 19.48331069946289	 sharpness 27.87997817993164
==> Epoch 700/2000
==> Test
Train Loss 1.3763656616210938	 Train Accuracy (%): 51.41999816894531 	 Test Accuracy (%): 45.599998474121094	 gHg: 38.93601989746094	 smoothness 20.05653953552246	 sharpness 28.52199363708496
==> Epoch 701/2000
==> Test
Train Loss 1.386738657951355	 Train Accuracy (%): 50.099998474121094 	 Test Accuracy (%): 43.560001373291016	 gHg: 63.918357849121094	 smoothness 20.172609329223633	 sharpness 29.85503387451172
==> Epoch 702/2000
==> Test
Train Loss 1.4026234149932861	 Train Accuracy (%): 50.099998474121094 	 Test Accuracy (%): 45.79999923706055	 gHg: 65.13812255859375	 smoothness 20.15517234802246	 sharpness 29.61256980895996
==> Epoch 703/2000
==> Test
Train Loss 1.4224281311035156	 Train Accuracy (%): 49.459999084472656 	 Test Accuracy (%): 43.18000030517578	 gHg: 78.2705307006836	 smoothness 19.755815505981445	 sharpness 31.51413345336914
==> Epoch 704/2000
==> Test
Train Loss 1.4283664226531982	 Train Accuracy (%): 48.939998626708984 	 Test Accuracy (%): 45.459999084472656	 gHg: 86.28265380859375	 smoothness 19.904672622680664	 sharpness 28.853681564331055
==> Epoch 705/2000
==> Test
Train Loss 1.439125895500183	 Train Accuracy (%): 48.540000915527344 	 Test Accuracy (%): 43.45000076293945	 gHg: 72.04528045654297	 smoothness 18.87934112548828	 sharpness 29.963642120361328
==> Epoch 706/2000
==> Test
Train Loss 1.4088996648788452	 Train Accuracy (%): 49.91999816894531 	 Test Accuracy (%): 45.869998931884766	 gHg: 57.77500915527344	 smoothness 18.228551864624023	 sharpness 26.72315216064453
==> Epoch 707/2000
==> Test
Train Loss 1.3948652744293213	 Train Accuracy (%): 50.7400016784668 	 Test Accuracy (%): 44.650001525878906	 gHg: 37.579322814941406	 smoothness 17.849266052246094	 sharpness 25.751754760742188
==> Epoch 708/2000
==> Test
Train Loss 1.3679077625274658	 Train Accuracy (%): 52.119998931884766 	 Test Accuracy (%): 45.88999938964844	 gHg: 29.960895538330078	 smoothness 17.589168548583984	 sharpness 26.025636672973633
==> Epoch 709/2000
==> Test
Train Loss 1.353525996208191	 Train Accuracy (%): 52.720001220703125 	 Test Accuracy (%): 45.22999954223633	 gHg: 21.399574279785156	 smoothness 17.7047061920166	 sharpness 24.107891082763672
==> Epoch 710/2000
==> Test
Train Loss 1.3631428480148315	 Train Accuracy (%): 52.47999954223633 	 Test Accuracy (%): 45.900001525878906	 gHg: 20.5733642578125	 smoothness 17.68848419189453	 sharpness 25.775609970092773
==> Epoch 711/2000
==> Test
Train Loss 1.333870768547058	 Train Accuracy (%): 52.91999816894531 	 Test Accuracy (%): 45.33000183105469	 gHg: 17.110240936279297	 smoothness 17.751157760620117	 sharpness 23.677038192749023
==> Epoch 712/2000
==> Test
Train Loss 1.3363842964172363	 Train Accuracy (%): 53.18000030517578 	 Test Accuracy (%): 45.88999938964844	 gHg: 17.685794830322266	 smoothness 17.76097869873047	 sharpness 26.829113006591797
==> Epoch 713/2000
==> Test
Train Loss 1.3531255722045898	 Train Accuracy (%): 52.18000030517578 	 Test Accuracy (%): 45.130001068115234	 gHg: 21.788808822631836	 smoothness 18.781705856323242	 sharpness 25.666015625
==> Epoch 714/2000
==> Test
Train Loss 1.3514549732208252	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 45.45000076293945	 gHg: 27.761821746826172	 smoothness 19.497894287109375	 sharpness 28.287982940673828
==> Epoch 715/2000
==> Test
Train Loss 1.3531947135925293	 Train Accuracy (%): 52.880001068115234 	 Test Accuracy (%): 45.08000183105469	 gHg: 35.27671813964844	 smoothness 19.43085289001465	 sharpness 25.78034210205078
==> Epoch 716/2000
==> Test
Train Loss 1.3656344413757324	 Train Accuracy (%): 51.18000030517578 	 Test Accuracy (%): 45.220001220703125	 gHg: 42.16357421875	 smoothness 19.777164459228516	 sharpness 29.585166931152344
==> Epoch 717/2000
==> Test
Train Loss 1.3813812732696533	 Train Accuracy (%): 51.29999923706055 	 Test Accuracy (%): 44.720001220703125	 gHg: 44.94940185546875	 smoothness 19.538454055786133	 sharpness 27.474985122680664
==> Epoch 718/2000
==> Test
Train Loss 1.379103183746338	 Train Accuracy (%): 50.97999954223633 	 Test Accuracy (%): 45.33000183105469	 gHg: 44.556480407714844	 smoothness 18.853187561035156	 sharpness 30.5576114654541
==> Epoch 719/2000
==> Test
Train Loss 1.3676347732543945	 Train Accuracy (%): 52.060001373291016 	 Test Accuracy (%): 44.9900016784668	 gHg: 34.611778259277344	 smoothness 18.49759864807129	 sharpness 25.81117820739746
==> Epoch 720/2000
==> Test
Train Loss 1.3603863716125488	 Train Accuracy (%): 51.560001373291016 	 Test Accuracy (%): 45.43000030517578	 gHg: 33.42115020751953	 smoothness 18.423049926757812	 sharpness 28.618680953979492
==> Epoch 721/2000
==> Test
Train Loss 1.3639875650405884	 Train Accuracy (%): 52.560001373291016 	 Test Accuracy (%): 45.47999954223633	 gHg: 27.478137969970703	 smoothness 18.331077575683594	 sharpness 25.467884063720703
==> Epoch 722/2000
==> Test
Train Loss 1.354905128479004	 Train Accuracy (%): 51.279998779296875 	 Test Accuracy (%): 45.470001220703125	 gHg: 27.478897094726562	 smoothness 18.499176025390625	 sharpness 27.941356658935547
==> Epoch 723/2000
==> Test
Train Loss 1.3510260581970215	 Train Accuracy (%): 51.900001525878906 	 Test Accuracy (%): 45.68000030517578	 gHg: 23.54661750793457	 smoothness 18.230833053588867	 sharpness 25.08194923400879
==> Epoch 724/2000
==> Test
Train Loss 1.3348305225372314	 Train Accuracy (%): 52.779998779296875 	 Test Accuracy (%): 45.36000061035156	 gHg: 23.748050689697266	 smoothness 18.175003051757812	 sharpness 27.935447692871094
==> Epoch 725/2000
==> Test
Train Loss 1.3411246538162231	 Train Accuracy (%): 52.540000915527344 	 Test Accuracy (%): 45.709999084472656	 gHg: 25.44955062866211	 smoothness 18.903440475463867	 sharpness 25.861778259277344
==> Epoch 726/2000
==> Test
Train Loss 1.3516370058059692	 Train Accuracy (%): 52.18000030517578 	 Test Accuracy (%): 45.04999923706055	 gHg: 28.479351043701172	 smoothness 18.92679786682129	 sharpness 28.02164077758789
==> Epoch 727/2000
==> Test
Train Loss 1.3554894924163818	 Train Accuracy (%): 52.400001525878906 	 Test Accuracy (%): 45.439998626708984	 gHg: 34.94036102294922	 smoothness 19.175992965698242	 sharpness 27.983253479003906
==> Epoch 728/2000
==> Test
Train Loss 1.3576933145523071	 Train Accuracy (%): 51.70000076293945 	 Test Accuracy (%): 44.61000061035156	 gHg: 40.475738525390625	 smoothness 19.704015731811523	 sharpness 30.16810417175293
==> Epoch 729/2000
==> Test
Train Loss 1.3764305114746094	 Train Accuracy (%): 51.2400016784668 	 Test Accuracy (%): 45.09000015258789	 gHg: 58.59577560424805	 smoothness 20.087316513061523	 sharpness 31.253963470458984
==> Epoch 730/2000
==> Test
Train Loss 1.4083139896392822	 Train Accuracy (%): 50.13999938964844 	 Test Accuracy (%): 43.79999923706055	 gHg: 77.7445297241211	 smoothness 20.46617317199707	 sharpness 31.320098876953125
==> Epoch 731/2000
==> Test
Train Loss 1.4118541479110718	 Train Accuracy (%): 50.41999816894531 	 Test Accuracy (%): 44.29999923706055	 gHg: 86.17053985595703	 smoothness 19.908864974975586	 sharpness 32.61665725708008
==> Epoch 732/2000
==> Test
Train Loss 1.4130994081497192	 Train Accuracy (%): 50.36000061035156 	 Test Accuracy (%): 43.619998931884766	 gHg: 96.88462829589844	 smoothness 19.431337356567383	 sharpness 30.189083099365234
==> Epoch 733/2000
==> Test
Train Loss 1.4251800775527954	 Train Accuracy (%): 49.0 	 Test Accuracy (%): 44.04999923706055	 gHg: 75.2938232421875	 smoothness 18.84552764892578	 sharpness 29.063098907470703
==> Epoch 734/2000
==> Test
Train Loss 1.4072239398956299	 Train Accuracy (%): 49.619998931884766 	 Test Accuracy (%): 43.75	 gHg: 90.11019134521484	 smoothness 19.127397537231445	 sharpness 30.54105567932129
==> Epoch 735/2000
==> Test
Train Loss 1.4248396158218384	 Train Accuracy (%): 48.959999084472656 	 Test Accuracy (%): 44.18000030517578	 gHg: 64.1062240600586	 smoothness 18.76813316345215	 sharpness 29.032262802124023
==> Epoch 736/2000
==> Test
Train Loss 1.395228385925293	 Train Accuracy (%): 50.02000045776367 	 Test Accuracy (%): 44.650001525878906	 gHg: 54.41107940673828	 smoothness 18.059398651123047	 sharpness 27.85292625427246
==> Epoch 737/2000
==> Test
Train Loss 1.3740625381469727	 Train Accuracy (%): 50.459999084472656 	 Test Accuracy (%): 44.7599983215332	 gHg: 41.8101806640625	 smoothness 18.241779327392578	 sharpness 22.43610954284668
==> Epoch 738/2000
==> Test
Train Loss 1.3643759489059448	 Train Accuracy (%): 50.86000061035156 	 Test Accuracy (%): 45.099998474121094	 gHg: 41.1276969909668	 smoothness 18.475374221801758	 sharpness 26.116722106933594
==> Epoch 739/2000
==> Test
Train Loss 1.3556222915649414	 Train Accuracy (%): 50.959999084472656 	 Test Accuracy (%): 44.81999969482422	 gHg: 30.51337432861328	 smoothness 18.258874893188477	 sharpness 25.434728622436523
==> Epoch 740/2000
==> Test
Train Loss 1.3573644161224365	 Train Accuracy (%): 50.91999816894531 	 Test Accuracy (%): 45.52000045776367	 gHg: 35.9425163269043	 smoothness 18.612674713134766	 sharpness 25.449718475341797
==> Epoch 741/2000
==> Test
Train Loss 1.3534990549087524	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 44.81999969482422	 gHg: 28.937671661376953	 smoothness 18.800540924072266	 sharpness 26.34882926940918
==> Epoch 742/2000
==> Test
Train Loss 1.3502153158187866	 Train Accuracy (%): 51.900001525878906 	 Test Accuracy (%): 45.95000076293945	 gHg: 40.90577697753906	 smoothness 19.20134735107422	 sharpness 28.253328323364258
==> Epoch 743/2000
==> Test
Train Loss 1.3687819242477417	 Train Accuracy (%): 50.47999954223633 	 Test Accuracy (%): 44.560001373291016	 gHg: 36.36609649658203	 smoothness 19.696561813354492	 sharpness 27.344614028930664
==> Epoch 744/2000
==> Test
Train Loss 1.3621902465820312	 Train Accuracy (%): 51.0 	 Test Accuracy (%): 45.709999084472656	 gHg: 57.68130874633789	 smoothness 19.632802963256836	 sharpness 29.924192428588867
==> Epoch 745/2000
==> Test
Train Loss 1.3771601915359497	 Train Accuracy (%): 51.040000915527344 	 Test Accuracy (%): 44.97999954223633	 gHg: 37.32928466796875	 smoothness 18.74334716796875	 sharpness 26.728227615356445
==> Epoch 746/2000
==> Test
Train Loss 1.350243330001831	 Train Accuracy (%): 51.220001220703125 	 Test Accuracy (%): 46.0	 gHg: 41.95856475830078	 smoothness 18.37906837463379	 sharpness 27.896015167236328
==> Epoch 747/2000
==> Test
Train Loss 1.3584909439086914	 Train Accuracy (%): 51.84000015258789 	 Test Accuracy (%): 44.630001068115234	 gHg: 36.39979553222656	 smoothness 19.0462589263916	 sharpness 26.321685791015625
==> Epoch 748/2000
==> Test
Train Loss 1.3603458404541016	 Train Accuracy (%): 51.779998779296875 	 Test Accuracy (%): 45.5	 gHg: 47.935394287109375	 smoothness 19.269920349121094	 sharpness 28.106693267822266
==> Epoch 749/2000
==> Test
Train Loss 1.367332935333252	 Train Accuracy (%): 51.220001220703125 	 Test Accuracy (%): 44.790000915527344	 gHg: 45.77179718017578	 smoothness 19.58800506591797	 sharpness 27.11626434326172
==> Epoch 750/2000
==> Test
Train Loss 1.375367522239685	 Train Accuracy (%): 50.34000015258789 	 Test Accuracy (%): 45.029998779296875	 gHg: 54.326053619384766	 smoothness 19.24017906188965	 sharpness 28.46782684326172
==> Epoch 751/2000
==> Test
Train Loss 1.3840731382369995	 Train Accuracy (%): 50.84000015258789 	 Test Accuracy (%): 44.720001220703125	 gHg: 48.680660247802734	 smoothness 19.290376663208008	 sharpness 27.652664184570312
==> Epoch 752/2000
==> Test
Train Loss 1.3762760162353516	 Train Accuracy (%): 51.13999938964844 	 Test Accuracy (%): 44.72999954223633	 gHg: 53.07131576538086	 smoothness 19.225526809692383	 sharpness 28.12653160095215
==> Epoch 753/2000
==> Test
Train Loss 1.3834545612335205	 Train Accuracy (%): 50.34000015258789 	 Test Accuracy (%): 44.70000076293945	 gHg: 61.50353240966797	 smoothness 19.646512985229492	 sharpness 28.954736709594727
==> Epoch 754/2000
==> Test
Train Loss 1.3917423486709595	 Train Accuracy (%): 50.18000030517578 	 Test Accuracy (%): 44.59000015258789	 gHg: 55.148597717285156	 smoothness 19.179880142211914	 sharpness 27.217790603637695
==> Epoch 755/2000
==> Test
Train Loss 1.3793575763702393	 Train Accuracy (%): 50.5 	 Test Accuracy (%): 44.86000061035156	 gHg: 67.58879089355469	 smoothness 19.4612979888916	 sharpness 29.91534423828125
==> Epoch 756/2000
==> Test
Train Loss 1.3927507400512695	 Train Accuracy (%): 50.2599983215332 	 Test Accuracy (%): 44.02000045776367	 gHg: 55.332000732421875	 smoothness 19.10853385925293	 sharpness 27.629966735839844
==> Epoch 757/2000
==> Test
Train Loss 1.3763760328292847	 Train Accuracy (%): 51.459999084472656 	 Test Accuracy (%): 45.31999969482422	 gHg: 57.7722282409668	 smoothness 18.87208366394043	 sharpness 27.96137237548828
==> Epoch 758/2000
==> Test
Train Loss 1.3799721002578735	 Train Accuracy (%): 50.86000061035156 	 Test Accuracy (%): 43.689998626708984	 gHg: 57.74957275390625	 smoothness 19.139951705932617	 sharpness 30.175352096557617
==> Epoch 759/2000
==> Test
Train Loss 1.367883563041687	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 45.439998626708984	 gHg: 53.05622482299805	 smoothness 19.022655487060547	 sharpness 27.386676788330078
==> Epoch 760/2000
==> Test
Train Loss 1.3756296634674072	 Train Accuracy (%): 49.97999954223633 	 Test Accuracy (%): 43.540000915527344	 gHg: 63.39344787597656	 smoothness 19.448270797729492	 sharpness 30.056753158569336
==> Epoch 761/2000
==> Test
Train Loss 1.3748915195465088	 Train Accuracy (%): 51.400001525878906 	 Test Accuracy (%): 45.58000183105469	 gHg: 59.15461730957031	 smoothness 19.269559860229492	 sharpness 26.4694766998291
==> Epoch 762/2000
==> Test
Train Loss 1.3791170120239258	 Train Accuracy (%): 50.400001525878906 	 Test Accuracy (%): 43.86000061035156	 gHg: 61.36003875732422	 smoothness 19.073848724365234	 sharpness 29.16682243347168
==> Epoch 763/2000
==> Test
Train Loss 1.3949345350265503	 Train Accuracy (%): 50.439998626708984 	 Test Accuracy (%): 45.56999969482422	 gHg: 66.6712646484375	 smoothness 19.471406936645508	 sharpness 28.39237403869629
==> Epoch 764/2000
==> Test
Train Loss 1.3945673704147339	 Train Accuracy (%): 50.279998779296875 	 Test Accuracy (%): 44.2400016784668	 gHg: 57.27702713012695	 smoothness 19.164926528930664	 sharpness 28.784299850463867
==> Epoch 765/2000
==> Test
Train Loss 1.3705557584762573	 Train Accuracy (%): 51.7599983215332 	 Test Accuracy (%): 45.81999969482422	 gHg: 59.975929260253906	 smoothness 18.947650909423828	 sharpness 28.29347038269043
==> Epoch 766/2000
==> Test
Train Loss 1.3710367679595947	 Train Accuracy (%): 50.7400016784668 	 Test Accuracy (%): 44.65999984741211	 gHg: 39.41471862792969	 smoothness 18.285795211791992	 sharpness 26.974302291870117
==> Epoch 767/2000
==> Test
Train Loss 1.3439767360687256	 Train Accuracy (%): 52.959999084472656 	 Test Accuracy (%): 45.66999816894531	 gHg: 38.24713897705078	 smoothness 18.110322952270508	 sharpness 26.82989501953125
==> Epoch 768/2000
==> Test
Train Loss 1.3397302627563477	 Train Accuracy (%): 52.18000030517578 	 Test Accuracy (%): 45.189998626708984	 gHg: 28.02507781982422	 smoothness 18.333837509155273	 sharpness 26.700164794921875
==> Epoch 769/2000
==> Test
Train Loss 1.337587833404541	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 46.2400016784668	 gHg: 30.44675636291504	 smoothness 18.437381744384766	 sharpness 26.90872573852539
==> Epoch 770/2000
==> Test
Train Loss 1.343339443206787	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 45.099998474121094	 gHg: 27.942729949951172	 smoothness 18.91478157043457	 sharpness 27.123859405517578
==> Epoch 771/2000
==> Test
Train Loss 1.3424265384674072	 Train Accuracy (%): 52.7599983215332 	 Test Accuracy (%): 46.150001525878906	 gHg: 35.25720977783203	 smoothness 18.911558151245117	 sharpness 28.13109016418457
==> Epoch 772/2000
==> Test
Train Loss 1.3318978548049927	 Train Accuracy (%): 52.70000076293945 	 Test Accuracy (%): 44.849998474121094	 gHg: 32.66889953613281	 smoothness 19.087406158447266	 sharpness 28.327011108398438
==> Epoch 773/2000
==> Test
Train Loss 1.343253254890442	 Train Accuracy (%): 51.86000061035156 	 Test Accuracy (%): 45.849998474121094	 gHg: 39.194026947021484	 smoothness 19.146438598632812	 sharpness 29.047849655151367
==> Epoch 774/2000
==> Test
Train Loss 1.3452664613723755	 Train Accuracy (%): 51.880001068115234 	 Test Accuracy (%): 44.7599983215332	 gHg: 41.26063537597656	 smoothness 19.25189208984375	 sharpness 29.484508514404297
==> Epoch 775/2000
==> Test
Train Loss 1.352433204650879	 Train Accuracy (%): 51.84000015258789 	 Test Accuracy (%): 45.52000045776367	 gHg: 44.408790588378906	 smoothness 19.22123908996582	 sharpness 27.558069229125977
==> Epoch 776/2000
==> Test
Train Loss 1.3563203811645508	 Train Accuracy (%): 50.560001373291016 	 Test Accuracy (%): 44.529998779296875	 gHg: 55.47502899169922	 smoothness 19.520387649536133	 sharpness 29.403053283691406
==> Epoch 777/2000
==> Test
Train Loss 1.3673087358474731	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 44.83000183105469	 gHg: 53.896141052246094	 smoothness 19.516067504882812	 sharpness 26.969642639160156
==> Epoch 778/2000
==> Test
Train Loss 1.3774408102035522	 Train Accuracy (%): 51.459999084472656 	 Test Accuracy (%): 45.02000045776367	 gHg: 70.1707992553711	 smoothness 19.517972946166992	 sharpness 31.60494041442871
==> Epoch 779/2000
==> Test
Train Loss 1.3834401369094849	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 45.189998626708984	 gHg: 55.6416130065918	 smoothness 19.017505645751953	 sharpness 26.93265151977539
==> Epoch 780/2000
==> Test
Train Loss 1.364807367324829	 Train Accuracy (%): 52.060001373291016 	 Test Accuracy (%): 46.349998474121094	 gHg: 53.21128845214844	 smoothness 18.549224853515625	 sharpness 29.41315269470215
==> Epoch 781/2000
==> Test
Train Loss 1.3605246543884277	 Train Accuracy (%): 52.119998931884766 	 Test Accuracy (%): 45.0	 gHg: 49.704219818115234	 smoothness 18.99546241760254	 sharpness 26.436626434326172
==> Epoch 782/2000
==> Test
Train Loss 1.3590739965438843	 Train Accuracy (%): 51.34000015258789 	 Test Accuracy (%): 46.560001373291016	 gHg: 47.63810729980469	 smoothness 18.762062072753906	 sharpness 28.578044891357422
==> Epoch 783/2000
==> Test
Train Loss 1.3482469320297241	 Train Accuracy (%): 52.880001068115234 	 Test Accuracy (%): 45.279998779296875	 gHg: 39.65563201904297	 smoothness 18.471338272094727	 sharpness 25.35185432434082
==> Epoch 784/2000
==> Test
Train Loss 1.3479946851730347	 Train Accuracy (%): 52.36000061035156 	 Test Accuracy (%): 46.900001525878906	 gHg: 39.36000442504883	 smoothness 18.824575424194336	 sharpness 27.533517837524414
==> Epoch 785/2000
==> Test
Train Loss 1.3329800367355347	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 45.0099983215332	 gHg: 32.81830978393555	 smoothness 18.370817184448242	 sharpness 25.230220794677734
==> Epoch 786/2000
==> Test
Train Loss 1.3370569944381714	 Train Accuracy (%): 52.880001068115234 	 Test Accuracy (%): 46.90999984741211	 gHg: 35.594573974609375	 smoothness 18.54096794128418	 sharpness 28.1483154296875
==> Epoch 787/2000
==> Test
Train Loss 1.328971028327942	 Train Accuracy (%): 53.900001525878906 	 Test Accuracy (%): 45.34000015258789	 gHg: 25.763938903808594	 smoothness 18.22462272644043	 sharpness 25.32785987854004
==> Epoch 788/2000
==> Test
Train Loss 1.3199948072433472	 Train Accuracy (%): 53.900001525878906 	 Test Accuracy (%): 46.61000061035156	 gHg: 27.360191345214844	 smoothness 18.167583465576172	 sharpness 26.862403869628906
==> Epoch 789/2000
==> Test
Train Loss 1.3168927431106567	 Train Accuracy (%): 53.560001373291016 	 Test Accuracy (%): 44.7400016784668	 gHg: 23.91648292541504	 smoothness 18.594526290893555	 sharpness 26.151350021362305
==> Epoch 790/2000
==> Test
Train Loss 1.3187754154205322	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 46.68000030517578	 gHg: 34.71809768676758	 smoothness 19.235218048095703	 sharpness 27.990217208862305
==> Epoch 791/2000
==> Test
Train Loss 1.339226245880127	 Train Accuracy (%): 51.939998626708984 	 Test Accuracy (%): 44.54999923706055	 gHg: 37.5195198059082	 smoothness 19.5615177154541	 sharpness 28.4936466217041
==> Epoch 792/2000
==> Test
Train Loss 1.3390147686004639	 Train Accuracy (%): 52.52000045776367 	 Test Accuracy (%): 46.08000183105469	 gHg: 53.713863372802734	 smoothness 20.043424606323242	 sharpness 28.666030883789062
==> Epoch 793/2000
==> Test
Train Loss 1.358317255973816	 Train Accuracy (%): 52.439998626708984 	 Test Accuracy (%): 43.95000076293945	 gHg: 60.106773376464844	 smoothness 19.957502365112305	 sharpness 30.906864166259766
==> Epoch 794/2000
==> Test
Train Loss 1.366410493850708	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 45.810001373291016	 gHg: 65.64540100097656	 smoothness 19.62779426574707	 sharpness 29.21050262451172
==> Epoch 795/2000
==> Test
Train Loss 1.363964319229126	 Train Accuracy (%): 51.099998474121094 	 Test Accuracy (%): 44.15999984741211	 gHg: 61.03155517578125	 smoothness 19.04559898376465	 sharpness 29.987733840942383
==> Epoch 796/2000
==> Test
Train Loss 1.3645267486572266	 Train Accuracy (%): 51.13999938964844 	 Test Accuracy (%): 45.790000915527344	 gHg: 50.710758209228516	 smoothness 18.530845642089844	 sharpness 28.332551956176758
==> Epoch 797/2000
==> Test
Train Loss 1.357530951499939	 Train Accuracy (%): 51.279998779296875 	 Test Accuracy (%): 44.7599983215332	 gHg: 47.85686492919922	 smoothness 18.756635665893555	 sharpness 27.65931510925293
==> Epoch 798/2000
==> Test
Train Loss 1.3572102785110474	 Train Accuracy (%): 51.15999984741211 	 Test Accuracy (%): 45.09000015258789	 gHg: 50.75120544433594	 smoothness 18.93622589111328	 sharpness 28.189069747924805
==> Epoch 799/2000
==> Test
Train Loss 1.3561187982559204	 Train Accuracy (%): 51.7599983215332 	 Test Accuracy (%): 44.77000045776367	 gHg: 42.97235107421875	 smoothness 18.892108917236328	 sharpness 26.81871223449707
==> Epoch 800/2000
==> Test
Train Loss 1.3403193950653076	 Train Accuracy (%): 52.380001068115234 	 Test Accuracy (%): 44.86000061035156	 gHg: 56.15324783325195	 smoothness 19.144943237304688	 sharpness 28.182903289794922
==> Epoch 801/2000
==> Test
Train Loss 1.3655097484588623	 Train Accuracy (%): 51.36000061035156 	 Test Accuracy (%): 45.349998474121094	 gHg: 42.905128479003906	 smoothness 19.075031280517578	 sharpness 25.658267974853516
==> Epoch 802/2000
==> Test
Train Loss 1.35636568069458	 Train Accuracy (%): 51.47999954223633 	 Test Accuracy (%): 44.540000915527344	 gHg: 60.4799919128418	 smoothness 19.248085021972656	 sharpness 27.131593704223633
==> Epoch 803/2000
==> Test
Train Loss 1.359048843383789	 Train Accuracy (%): 50.52000045776367 	 Test Accuracy (%): 45.97999954223633	 gHg: 52.15199279785156	 smoothness 19.447847366333008	 sharpness 28.413373947143555
==> Epoch 804/2000
==> Test
Train Loss 1.3562589883804321	 Train Accuracy (%): 51.099998474121094 	 Test Accuracy (%): 44.45000076293945	 gHg: 57.42841720581055	 smoothness 19.077037811279297	 sharpness 25.867679595947266
==> Epoch 805/2000
==> Test
Train Loss 1.360131859779358	 Train Accuracy (%): 51.70000076293945 	 Test Accuracy (%): 46.189998626708984	 gHg: 57.820587158203125	 smoothness 19.294971466064453	 sharpness 28.94941520690918
==> Epoch 806/2000
==> Test
Train Loss 1.3586310148239136	 Train Accuracy (%): 51.08000183105469 	 Test Accuracy (%): 44.66999816894531	 gHg: 44.44295883178711	 smoothness 18.442657470703125	 sharpness 25.759552001953125
==> Epoch 807/2000
==> Test
Train Loss 1.3440656661987305	 Train Accuracy (%): 51.81999969482422 	 Test Accuracy (%): 46.599998474121094	 gHg: 39.77769470214844	 smoothness 18.193017959594727	 sharpness 27.781726837158203
==> Epoch 808/2000
==> Test
Train Loss 1.3296740055084229	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 45.02000045776367	 gHg: 26.462902069091797	 smoothness 17.906673431396484	 sharpness 24.943044662475586
==> Epoch 809/2000
==> Test
Train Loss 1.3160278797149658	 Train Accuracy (%): 53.119998931884766 	 Test Accuracy (%): 46.709999084472656	 gHg: 24.237133026123047	 smoothness 17.6231746673584	 sharpness 26.092790603637695
==> Epoch 810/2000
==> Test
Train Loss 1.3219263553619385	 Train Accuracy (%): 52.7599983215332 	 Test Accuracy (%): 45.2599983215332	 gHg: 20.431964874267578	 smoothness 17.95206069946289	 sharpness 25.252147674560547
==> Epoch 811/2000
==> Test
Train Loss 1.3092058897018433	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 46.75	 gHg: 18.198625564575195	 smoothness 17.664064407348633	 sharpness 24.554447174072266
==> Epoch 812/2000
==> Test
Train Loss 1.319797396659851	 Train Accuracy (%): 53.52000045776367 	 Test Accuracy (%): 45.209999084472656	 gHg: 19.681995391845703	 smoothness 18.13435173034668	 sharpness 26.15848159790039
==> Epoch 813/2000
==> Test
Train Loss 1.3078999519348145	 Train Accuracy (%): 54.040000915527344 	 Test Accuracy (%): 46.75	 gHg: 23.871694564819336	 smoothness 18.862674713134766	 sharpness 26.57066535949707
==> Epoch 814/2000
==> Test
Train Loss 1.3127589225769043	 Train Accuracy (%): 52.380001068115234 	 Test Accuracy (%): 44.83000183105469	 gHg: 29.662879943847656	 smoothness 19.395387649536133	 sharpness 28.717954635620117
==> Epoch 815/2000
==> Test
Train Loss 1.3149105310440063	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 46.83000183105469	 gHg: 33.715824127197266	 smoothness 19.429655075073242	 sharpness 27.511865615844727
==> Epoch 816/2000
==> Test
Train Loss 1.315551519393921	 Train Accuracy (%): 52.560001373291016 	 Test Accuracy (%): 44.47999954223633	 gHg: 47.58932113647461	 smoothness 19.886627197265625	 sharpness 32.06320571899414
==> Epoch 817/2000
==> Test
Train Loss 1.3424512147903442	 Train Accuracy (%): 51.58000183105469 	 Test Accuracy (%): 46.65999984741211	 gHg: 43.3525390625	 smoothness 19.741300582885742	 sharpness 25.676462173461914
==> Epoch 818/2000
==> Test
Train Loss 1.3437635898590088	 Train Accuracy (%): 51.779998779296875 	 Test Accuracy (%): 44.08000183105469	 gHg: 55.24311065673828	 smoothness 19.136024475097656	 sharpness 32.23258972167969
==> Epoch 819/2000
==> Test
Train Loss 1.360355257987976	 Train Accuracy (%): 51.29999923706055 	 Test Accuracy (%): 46.619998931884766	 gHg: 38.71440124511719	 smoothness 18.80488395690918	 sharpness 26.45625877380371
==> Epoch 820/2000
==> Test
Train Loss 1.3267890214920044	 Train Accuracy (%): 51.91999816894531 	 Test Accuracy (%): 44.20000076293945	 gHg: 49.242469787597656	 smoothness 18.719881057739258	 sharpness 30.52234649658203
==> Epoch 821/2000
==> Test
Train Loss 1.3264856338500977	 Train Accuracy (%): 52.15999984741211 	 Test Accuracy (%): 46.2400016784668	 gHg: 32.16078567504883	 smoothness 18.585111618041992	 sharpness 27.10687255859375
==> Epoch 822/2000
==> Test
Train Loss 1.3234643936157227	 Train Accuracy (%): 52.41999816894531 	 Test Accuracy (%): 44.790000915527344	 gHg: 39.38671875	 smoothness 18.467639923095703	 sharpness 29.65736198425293
==> Epoch 823/2000
==> Test
Train Loss 1.3220895528793335	 Train Accuracy (%): 53.68000030517578 	 Test Accuracy (%): 46.209999084472656	 gHg: 33.16466522216797	 smoothness 18.985595703125	 sharpness 28.01289176940918
==> Epoch 824/2000
==> Test
Train Loss 1.3256040811538696	 Train Accuracy (%): 52.5 	 Test Accuracy (%): 44.5099983215332	 gHg: 39.14705276489258	 smoothness 18.671497344970703	 sharpness 29.541440963745117
==> Epoch 825/2000
==> Test
Train Loss 1.3249950408935547	 Train Accuracy (%): 52.52000045776367 	 Test Accuracy (%): 45.52000045776367	 gHg: 41.4234733581543	 smoothness 19.272851943969727	 sharpness 29.217716217041016
==> Epoch 826/2000
==> Test
Train Loss 1.35309898853302	 Train Accuracy (%): 51.13999938964844 	 Test Accuracy (%): 43.709999084472656	 gHg: 52.641517639160156	 smoothness 19.921018600463867	 sharpness 31.00811004638672
==> Epoch 827/2000
==> Test
Train Loss 1.3589730262756348	 Train Accuracy (%): 52.68000030517578 	 Test Accuracy (%): 44.869998931884766	 gHg: 67.19552612304688	 smoothness 20.094688415527344	 sharpness 31.126636505126953
==> Epoch 828/2000
==> Test
Train Loss 1.373159646987915	 Train Accuracy (%): 52.119998931884766 	 Test Accuracy (%): 44.220001220703125	 gHg: 62.784461975097656	 smoothness 19.433197021484375	 sharpness 29.570924758911133
==> Epoch 829/2000
==> Test
Train Loss 1.3646124601364136	 Train Accuracy (%): 51.34000015258789 	 Test Accuracy (%): 44.59000015258789	 gHg: 69.68927764892578	 smoothness 19.52101707458496	 sharpness 30.225521087646484
==> Epoch 830/2000
==> Test
Train Loss 1.3642381429672241	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 44.369998931884766	 gHg: 72.97818756103516	 smoothness 19.387495040893555	 sharpness 30.82217025756836
==> Epoch 831/2000
==> Test
Train Loss 1.362412452697754	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 44.84000015258789	 gHg: 57.43936538696289	 smoothness 18.69762420654297	 sharpness 29.542165756225586
==> Epoch 832/2000
==> Test
Train Loss 1.3453271389007568	 Train Accuracy (%): 52.2599983215332 	 Test Accuracy (%): 45.290000915527344	 gHg: 53.84780502319336	 smoothness 18.292236328125	 sharpness 30.594635009765625
==> Epoch 833/2000
==> Test
Train Loss 1.3334085941314697	 Train Accuracy (%): 52.68000030517578 	 Test Accuracy (%): 45.4900016784668	 gHg: 37.46428680419922	 smoothness 18.348461151123047	 sharpness 27.534170150756836
==> Epoch 834/2000
==> Test
Train Loss 1.334019660949707	 Train Accuracy (%): 53.08000183105469 	 Test Accuracy (%): 45.93000030517578	 gHg: 53.4179573059082	 smoothness 18.751708984375	 sharpness 31.27162742614746
==> Epoch 835/2000
==> Test
Train Loss 1.3275691270828247	 Train Accuracy (%): 53.099998474121094 	 Test Accuracy (%): 45.47999954223633	 gHg: 35.93935775756836	 smoothness 18.812036514282227	 sharpness 27.35122299194336
==> Epoch 836/2000
==> Test
Train Loss 1.3242923021316528	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 45.459999084472656	 gHg: 54.9396858215332	 smoothness 18.936609268188477	 sharpness 29.7491455078125
==> Epoch 837/2000
==> Test
Train Loss 1.3475459814071655	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 44.849998474121094	 gHg: 45.19008255004883	 smoothness 19.414691925048828	 sharpness 27.61096954345703
==> Epoch 838/2000
==> Test
Train Loss 1.3468103408813477	 Train Accuracy (%): 51.47999954223633 	 Test Accuracy (%): 45.2599983215332	 gHg: 69.3102035522461	 smoothness 19.701257705688477	 sharpness 30.022228240966797
==> Epoch 839/2000
==> Test
Train Loss 1.3571538925170898	 Train Accuracy (%): 51.939998626708984 	 Test Accuracy (%): 44.97999954223633	 gHg: 52.08475112915039	 smoothness 19.07157325744629	 sharpness 27.581207275390625
==> Epoch 840/2000
==> Test
Train Loss 1.3374111652374268	 Train Accuracy (%): 52.380001068115234 	 Test Accuracy (%): 45.84000015258789	 gHg: 38.447174072265625	 smoothness 17.63772964477539	 sharpness 26.813934326171875
==> Epoch 841/2000
==> Test
Train Loss 1.3305368423461914	 Train Accuracy (%): 52.720001220703125 	 Test Accuracy (%): 45.59000015258789	 gHg: 31.229446411132812	 smoothness 17.962854385375977	 sharpness 25.981494903564453
==> Epoch 842/2000
==> Test
Train Loss 1.3230701684951782	 Train Accuracy (%): 53.31999969482422 	 Test Accuracy (%): 46.2400016784668	 gHg: 23.771955490112305	 smoothness 17.579753875732422	 sharpness 25.11323356628418
==> Epoch 843/2000
==> Test
Train Loss 1.2964993715286255	 Train Accuracy (%): 54.36000061035156 	 Test Accuracy (%): 45.849998474121094	 gHg: 24.957523345947266	 smoothness 17.869352340698242	 sharpness 26.056032180786133
==> Epoch 844/2000
==> Test
Train Loss 1.2965426445007324	 Train Accuracy (%): 54.939998626708984 	 Test Accuracy (%): 46.06999969482422	 gHg: 26.456031799316406	 smoothness 18.655452728271484	 sharpness 24.748889923095703
==> Epoch 845/2000
==> Test
Train Loss 1.3061957359313965	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 46.34000015258789	 gHg: 40.91584777832031	 smoothness 19.58397674560547	 sharpness 29.11136245727539
==> Epoch 846/2000
==> Test
Train Loss 1.3311830759048462	 Train Accuracy (%): 52.81999969482422 	 Test Accuracy (%): 45.22999954223633	 gHg: 51.023292541503906	 smoothness 20.22107696533203	 sharpness 26.302072525024414
==> Epoch 847/2000
==> Test
Train Loss 1.3527779579162598	 Train Accuracy (%): 52.400001525878906 	 Test Accuracy (%): 45.290000915527344	 gHg: 81.88320922851562	 smoothness 20.52008628845215	 sharpness 31.642345428466797
==> Epoch 848/2000
==> Test
Train Loss 1.3698859214782715	 Train Accuracy (%): 51.380001068115234 	 Test Accuracy (%): 44.45000076293945	 gHg: 85.66252899169922	 smoothness 20.23925018310547	 sharpness 28.386219024658203
==> Epoch 849/2000
==> Test
Train Loss 1.3859336376190186	 Train Accuracy (%): 51.18000030517578 	 Test Accuracy (%): 45.91999816894531	 gHg: 113.46675109863281	 smoothness 19.999040603637695	 sharpness 32.277164459228516
==> Epoch 850/2000
==> Test
Train Loss 1.401099443435669	 Train Accuracy (%): 51.040000915527344 	 Test Accuracy (%): 44.43000030517578	 gHg: 80.17069244384766	 smoothness 18.893604278564453	 sharpness 27.67131233215332
==> Epoch 851/2000
==> Test
Train Loss 1.3603777885437012	 Train Accuracy (%): 52.13999938964844 	 Test Accuracy (%): 46.38999938964844	 gHg: 69.3998031616211	 smoothness 17.959686279296875	 sharpness 28.67707633972168
==> Epoch 852/2000
==> Test
Train Loss 1.3418598175048828	 Train Accuracy (%): 52.81999969482422 	 Test Accuracy (%): 45.11000061035156	 gHg: 42.282386779785156	 smoothness 17.823013305664062	 sharpness 25.303205490112305
==> Epoch 853/2000
==> Test
Train Loss 1.321640133857727	 Train Accuracy (%): 53.29999923706055 	 Test Accuracy (%): 46.4900016784668	 gHg: 38.59578323364258	 smoothness 17.868877410888672	 sharpness 26.69029998779297
==> Epoch 854/2000
==> Test
Train Loss 1.313773512840271	 Train Accuracy (%): 53.380001068115234 	 Test Accuracy (%): 45.52000045776367	 gHg: 27.891265869140625	 smoothness 18.028852462768555	 sharpness 25.888925552368164
==> Epoch 855/2000
==> Test
Train Loss 1.3117514848709106	 Train Accuracy (%): 53.939998626708984 	 Test Accuracy (%): 46.31999969482422	 gHg: 32.446048736572266	 smoothness 18.602067947387695	 sharpness 25.66834831237793
==> Epoch 856/2000
==> Test
Train Loss 1.312380313873291	 Train Accuracy (%): 52.7599983215332 	 Test Accuracy (%): 45.209999084472656	 gHg: 35.050682067871094	 smoothness 19.26049041748047	 sharpness 28.048065185546875
==> Epoch 857/2000
==> Test
Train Loss 1.3240433931350708	 Train Accuracy (%): 53.34000015258789 	 Test Accuracy (%): 46.25	 gHg: 37.13684844970703	 smoothness 19.117631912231445	 sharpness 26.971837997436523
==> Epoch 858/2000
==> Test
Train Loss 1.3176188468933105	 Train Accuracy (%): 52.459999084472656 	 Test Accuracy (%): 45.459999084472656	 gHg: 38.2577018737793	 smoothness 18.849239349365234	 sharpness 28.879709243774414
==> Epoch 859/2000
==> Test
Train Loss 1.3052345514297485	 Train Accuracy (%): 53.439998626708984 	 Test Accuracy (%): 46.41999816894531	 gHg: 33.12386703491211	 smoothness 18.494577407836914	 sharpness 27.01889419555664
==> Epoch 860/2000
==> Test
Train Loss 1.3071489334106445	 Train Accuracy (%): 53.79999923706055 	 Test Accuracy (%): 45.63999938964844	 gHg: 32.17090606689453	 smoothness 18.430566787719727	 sharpness 26.917409896850586
==> Epoch 861/2000
==> Test
Train Loss 1.3018131256103516	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 46.060001373291016	 gHg: 29.171194076538086	 smoothness 18.38079833984375	 sharpness 26.90535545349121
==> Epoch 862/2000
==> Test
Train Loss 1.3066532611846924	 Train Accuracy (%): 53.220001220703125 	 Test Accuracy (%): 45.58000183105469	 gHg: 32.41188430786133	 smoothness 18.84084701538086	 sharpness 26.954084396362305
==> Epoch 863/2000
==> Test
Train Loss 1.310917615890503	 Train Accuracy (%): 52.959999084472656 	 Test Accuracy (%): 45.599998474121094	 gHg: 37.68254852294922	 smoothness 19.167890548706055	 sharpness 26.838346481323242
==> Epoch 864/2000
==> Test
Train Loss 1.3287030458450317	 Train Accuracy (%): 52.20000076293945 	 Test Accuracy (%): 45.959999084472656	 gHg: 39.61976623535156	 smoothness 19.31280517578125	 sharpness 27.2242431640625
==> Epoch 865/2000
==> Test
Train Loss 1.3226736783981323	 Train Accuracy (%): 52.439998626708984 	 Test Accuracy (%): 45.08000183105469	 gHg: 54.99540710449219	 smoothness 19.93497085571289	 sharpness 27.51462173461914
==> Epoch 866/2000
==> Test
Train Loss 1.3442292213439941	 Train Accuracy (%): 51.439998626708984 	 Test Accuracy (%): 45.90999984741211	 gHg: 60.010128021240234	 smoothness 19.865346908569336	 sharpness 30.074331283569336
==> Epoch 867/2000
==> Test
Train Loss 1.343200445175171	 Train Accuracy (%): 51.540000915527344 	 Test Accuracy (%): 44.869998931884766	 gHg: 55.5921630859375	 smoothness 19.0487003326416	 sharpness 26.97503662109375
==> Epoch 868/2000
==> Test
Train Loss 1.3350249528884888	 Train Accuracy (%): 51.5 	 Test Accuracy (%): 46.470001220703125	 gHg: 61.52375030517578	 smoothness 19.053613662719727	 sharpness 30.69236946105957
==> Epoch 869/2000
==> Test
Train Loss 1.3393696546554565	 Train Accuracy (%): 52.7400016784668 	 Test Accuracy (%): 45.25	 gHg: 41.25556182861328	 smoothness 18.42756462097168	 sharpness 25.88007354736328
==> Epoch 870/2000
==> Test
Train Loss 1.3302217721939087	 Train Accuracy (%): 52.91999816894531 	 Test Accuracy (%): 46.810001373291016	 gHg: 50.515953063964844	 smoothness 18.623476028442383	 sharpness 29.43348503112793
==> Epoch 871/2000
==> Test
Train Loss 1.3192853927612305	 Train Accuracy (%): 53.7400016784668 	 Test Accuracy (%): 45.27000045776367	 gHg: 31.196399688720703	 smoothness 18.480308532714844	 sharpness 25.710987091064453
==> Epoch 872/2000
==> Test
Train Loss 1.2975332736968994	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 47.09000015258789	 gHg: 42.53207015991211	 smoothness 18.32622718811035	 sharpness 28.704526901245117
==> Epoch 873/2000
==> Test
Train Loss 1.3009027242660522	 Train Accuracy (%): 53.7400016784668 	 Test Accuracy (%): 45.290000915527344	 gHg: 31.903894424438477	 smoothness 18.69927215576172	 sharpness 27.2753849029541
==> Epoch 874/2000
==> Test
Train Loss 1.3014085292816162	 Train Accuracy (%): 54.439998626708984 	 Test Accuracy (%): 46.939998626708984	 gHg: 42.45836639404297	 smoothness 19.003170013427734	 sharpness 28.108503341674805
==> Epoch 875/2000
==> Test
Train Loss 1.3128743171691895	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 44.77000045776367	 gHg: 47.632659912109375	 smoothness 19.740943908691406	 sharpness 29.740306854248047
==> Epoch 876/2000
==> Test
Train Loss 1.3201388120651245	 Train Accuracy (%): 52.86000061035156 	 Test Accuracy (%): 46.869998931884766	 gHg: 46.617916107177734	 smoothness 19.328004837036133	 sharpness 27.493255615234375
==> Epoch 877/2000
==> Test
Train Loss 1.3306025266647339	 Train Accuracy (%): 51.97999954223633 	 Test Accuracy (%): 44.7400016784668	 gHg: 51.077491760253906	 smoothness 19.12360954284668	 sharpness 30.024669647216797
==> Epoch 878/2000
==> Test
Train Loss 1.3275301456451416	 Train Accuracy (%): 52.7400016784668 	 Test Accuracy (%): 46.86000061035156	 gHg: 42.50243377685547	 smoothness 18.736042022705078	 sharpness 27.38768768310547
==> Epoch 879/2000
==> Test
Train Loss 1.2991125583648682	 Train Accuracy (%): 54.02000045776367 	 Test Accuracy (%): 45.20000076293945	 gHg: 38.31133270263672	 smoothness 18.28601837158203	 sharpness 27.874168395996094
==> Epoch 880/2000
==> Test
Train Loss 1.3132292032241821	 Train Accuracy (%): 52.58000183105469 	 Test Accuracy (%): 46.220001220703125	 gHg: 34.25432586669922	 smoothness 18.68291473388672	 sharpness 25.228734970092773
==> Epoch 881/2000
==> Test
Train Loss 1.3038033246994019	 Train Accuracy (%): 53.2599983215332 	 Test Accuracy (%): 45.25	 gHg: 40.86977005004883	 smoothness 19.00331687927246	 sharpness 27.25603485107422
==> Epoch 882/2000
==> Test
Train Loss 1.3091880083084106	 Train Accuracy (%): 53.52000045776367 	 Test Accuracy (%): 45.959999084472656	 gHg: 37.504371643066406	 smoothness 18.987518310546875	 sharpness 26.676673889160156
==> Epoch 883/2000
==> Test
Train Loss 1.3081003427505493	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 45.349998474121094	 gHg: 43.8011474609375	 smoothness 18.885194778442383	 sharpness 29.847848892211914
==> Epoch 884/2000
==> Test
Train Loss 1.291297197341919	 Train Accuracy (%): 54.08000183105469 	 Test Accuracy (%): 45.959999084472656	 gHg: 34.410888671875	 smoothness 18.62798309326172	 sharpness 26.432655334472656
==> Epoch 885/2000
==> Test
Train Loss 1.3084195852279663	 Train Accuracy (%): 52.779998779296875 	 Test Accuracy (%): 45.66999816894531	 gHg: 52.59779357910156	 smoothness 19.448410034179688	 sharpness 30.519744873046875
==> Epoch 886/2000
==> Test
Train Loss 1.3265212774276733	 Train Accuracy (%): 52.29999923706055 	 Test Accuracy (%): 45.77000045776367	 gHg: 38.38471984863281	 smoothness 19.10660171508789	 sharpness 26.41288185119629
==> Epoch 887/2000
==> Test
Train Loss 1.310028314590454	 Train Accuracy (%): 52.540000915527344 	 Test Accuracy (%): 45.61000061035156	 gHg: 60.40027618408203	 smoothness 19.360553741455078	 sharpness 30.041118621826172
==> Epoch 888/2000
==> Test
Train Loss 1.341050148010254	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 45.06999969482422	 gHg: 44.58769607543945	 smoothness 19.190832138061523	 sharpness 27.020566940307617
==> Epoch 889/2000
==> Test
Train Loss 1.3146473169326782	 Train Accuracy (%): 53.040000915527344 	 Test Accuracy (%): 44.970001220703125	 gHg: 74.52130126953125	 smoothness 19.413423538208008	 sharpness 31.09333038330078
==> Epoch 890/2000
==> Test
Train Loss 1.3430618047714233	 Train Accuracy (%): 51.400001525878906 	 Test Accuracy (%): 44.939998626708984	 gHg: 61.55788803100586	 smoothness 19.578685760498047	 sharpness 30.334653854370117
==> Epoch 891/2000
==> Test
Train Loss 1.33796226978302	 Train Accuracy (%): 51.7400016784668 	 Test Accuracy (%): 45.84000015258789	 gHg: 74.97259521484375	 smoothness 18.98229217529297	 sharpness 30.514291763305664
==> Epoch 892/2000
==> Test
Train Loss 1.3360826969146729	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 45.43000030517578	 gHg: 56.84101867675781	 smoothness 18.826745986938477	 sharpness 28.887516021728516
==> Epoch 893/2000
==> Test
Train Loss 1.324397087097168	 Train Accuracy (%): 52.959999084472656 	 Test Accuracy (%): 47.060001373291016	 gHg: 60.50090789794922	 smoothness 18.654054641723633	 sharpness 28.431053161621094
==> Epoch 894/2000
==> Test
Train Loss 1.3266369104385376	 Train Accuracy (%): 53.0 	 Test Accuracy (%): 45.5	 gHg: 44.21788787841797	 smoothness 18.555377960205078	 sharpness 27.226837158203125
==> Epoch 895/2000
==> Test
Train Loss 1.3025994300842285	 Train Accuracy (%): 54.2400016784668 	 Test Accuracy (%): 46.9900016784668	 gHg: 46.41310119628906	 smoothness 18.53191566467285	 sharpness 25.27063751220703
==> Epoch 896/2000
==> Test
Train Loss 1.3192038536071777	 Train Accuracy (%): 53.119998931884766 	 Test Accuracy (%): 45.7400016784668	 gHg: 41.1510124206543	 smoothness 18.93022346496582	 sharpness 26.99472999572754
==> Epoch 897/2000
==> Test
Train Loss 1.302053689956665	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 47.15999984741211	 gHg: 44.081809997558594	 smoothness 18.603790283203125	 sharpness 26.2872371673584
==> Epoch 898/2000
==> Test
Train Loss 1.3116329908370972	 Train Accuracy (%): 53.81999969482422 	 Test Accuracy (%): 45.38999938964844	 gHg: 39.75026321411133	 smoothness 18.9338321685791	 sharpness 27.750946044921875
==> Epoch 899/2000
==> Test
Train Loss 1.2970432043075562	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 46.869998931884766	 gHg: 46.574581146240234	 smoothness 19.122026443481445	 sharpness 25.828723907470703
==> Epoch 900/2000
==> Test
Train Loss 1.3087090253829956	 Train Accuracy (%): 54.5 	 Test Accuracy (%): 45.16999816894531	 gHg: 47.9592399597168	 smoothness 19.26045036315918	 sharpness 29.705984115600586
==> Epoch 901/2000
==> Test
Train Loss 1.3071036338806152	 Train Accuracy (%): 53.68000030517578 	 Test Accuracy (%): 46.790000915527344	 gHg: 43.6085205078125	 smoothness 18.715890884399414	 sharpness 25.823444366455078
==> Epoch 902/2000
==> Test
Train Loss 1.3125337362289429	 Train Accuracy (%): 53.220001220703125 	 Test Accuracy (%): 45.220001220703125	 gHg: 53.987911224365234	 smoothness 19.735328674316406	 sharpness 29.91782569885254
==> Epoch 903/2000
==> Test
Train Loss 1.3225476741790771	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 45.97999954223633	 gHg: 66.11941528320312	 smoothness 19.9418888092041	 sharpness 27.316165924072266
==> Epoch 904/2000
==> Test
Train Loss 1.334991455078125	 Train Accuracy (%): 53.63999938964844 	 Test Accuracy (%): 45.5099983215332	 gHg: 66.2063217163086	 smoothness 19.317203521728516	 sharpness 29.339664459228516
==> Epoch 905/2000
==> Test
Train Loss 1.3331024646759033	 Train Accuracy (%): 53.220001220703125 	 Test Accuracy (%): 45.779998779296875	 gHg: 70.80000305175781	 smoothness 19.27336883544922	 sharpness 28.150619506835938
==> Epoch 906/2000
==> Test
Train Loss 1.3343238830566406	 Train Accuracy (%): 53.31999969482422 	 Test Accuracy (%): 45.52000045776367	 gHg: 62.00157165527344	 smoothness 18.9770565032959	 sharpness 29.5941104888916
==> Epoch 907/2000
==> Test
Train Loss 1.3383548259735107	 Train Accuracy (%): 52.52000045776367 	 Test Accuracy (%): 45.91999816894531	 gHg: 59.76141357421875	 smoothness 18.907939910888672	 sharpness 26.746780395507812
==> Epoch 908/2000
==> Test
Train Loss 1.3218470811843872	 Train Accuracy (%): 53.400001525878906 	 Test Accuracy (%): 46.029998779296875	 gHg: 53.23027420043945	 smoothness 18.851991653442383	 sharpness 28.82236671447754
==> Epoch 909/2000
==> Test
Train Loss 1.3131539821624756	 Train Accuracy (%): 53.540000915527344 	 Test Accuracy (%): 46.41999816894531	 gHg: 49.85289764404297	 smoothness 18.4392032623291	 sharpness 26.762479782104492
==> Epoch 910/2000
==> Test
Train Loss 1.3133317232131958	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 45.81999969482422	 gHg: 42.32421875	 smoothness 18.6086368560791	 sharpness 29.659317016601562
==> Epoch 911/2000
==> Test
Train Loss 1.305027961730957	 Train Accuracy (%): 53.36000061035156 	 Test Accuracy (%): 46.41999816894531	 gHg: 44.907012939453125	 smoothness 18.60511016845703	 sharpness 26.30659294128418
==> Epoch 912/2000
==> Test
Train Loss 1.3065201044082642	 Train Accuracy (%): 53.119998931884766 	 Test Accuracy (%): 45.4900016784668	 gHg: 35.10804748535156	 smoothness 18.605260848999023	 sharpness 28.36408805847168
==> Epoch 913/2000
==> Test
Train Loss 1.3003541231155396	 Train Accuracy (%): 54.0 	 Test Accuracy (%): 46.5	 gHg: 44.063385009765625	 smoothness 18.854618072509766	 sharpness 27.132394790649414
==> Epoch 914/2000
==> Test
Train Loss 1.3099864721298218	 Train Accuracy (%): 53.02000045776367 	 Test Accuracy (%): 45.619998931884766	 gHg: 36.204444885253906	 smoothness 18.829683303833008	 sharpness 27.314329147338867
==> Epoch 915/2000
==> Test
Train Loss 1.2965636253356934	 Train Accuracy (%): 53.29999923706055 	 Test Accuracy (%): 46.54999923706055	 gHg: 44.490882873535156	 smoothness 18.910104751586914	 sharpness 28.531089782714844
==> Epoch 916/2000
==> Test
Train Loss 1.301038384437561	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 45.4900016784668	 gHg: 38.68414306640625	 smoothness 19.156583786010742	 sharpness 28.08768653869629
==> Epoch 917/2000
==> Test
Train Loss 1.3072553873062134	 Train Accuracy (%): 53.18000030517578 	 Test Accuracy (%): 46.029998779296875	 gHg: 51.45943069458008	 smoothness 19.351133346557617	 sharpness 30.366857528686523
==> Epoch 918/2000
==> Test
Train Loss 1.30723237991333	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 45.63999938964844	 gHg: 40.746551513671875	 smoothness 19.1068172454834	 sharpness 27.068706512451172
==> Epoch 919/2000
==> Test
Train Loss 1.3004251718521118	 Train Accuracy (%): 53.900001525878906 	 Test Accuracy (%): 46.08000183105469	 gHg: 49.90782928466797	 smoothness 18.800256729125977	 sharpness 30.528446197509766
==> Epoch 920/2000
==> Test
Train Loss 1.3064446449279785	 Train Accuracy (%): 53.63999938964844 	 Test Accuracy (%): 45.75	 gHg: 38.40025329589844	 smoothness 18.915847778320312	 sharpness 27.116788864135742
==> Epoch 921/2000
==> Test
Train Loss 1.3019607067108154	 Train Accuracy (%): 53.41999816894531 	 Test Accuracy (%): 45.52000045776367	 gHg: 50.17441177368164	 smoothness 19.118070602416992	 sharpness 29.292112350463867
==> Epoch 922/2000
==> Test
Train Loss 1.299851417541504	 Train Accuracy (%): 54.279998779296875 	 Test Accuracy (%): 45.599998474121094	 gHg: 43.55499267578125	 smoothness 19.326574325561523	 sharpness 26.64647102355957
==> Epoch 923/2000
==> Test
Train Loss 1.3021304607391357	 Train Accuracy (%): 53.439998626708984 	 Test Accuracy (%): 45.36000061035156	 gHg: 53.341758728027344	 smoothness 19.272621154785156	 sharpness 28.87299156188965
==> Epoch 924/2000
==> Test
Train Loss 1.3070271015167236	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 45.939998626708984	 gHg: 44.720333099365234	 smoothness 19.037477493286133	 sharpness 26.98187828063965
==> Epoch 925/2000
==> Test
Train Loss 1.2986115217208862	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 45.11000061035156	 gHg: 48.55939865112305	 smoothness 18.749553680419922	 sharpness 29.207622528076172
==> Epoch 926/2000
==> Test
Train Loss 1.3014298677444458	 Train Accuracy (%): 54.52000045776367 	 Test Accuracy (%): 45.959999084472656	 gHg: 49.91645812988281	 smoothness 19.329866409301758	 sharpness 28.803546905517578
==> Epoch 927/2000
==> Test
Train Loss 1.3101346492767334	 Train Accuracy (%): 52.81999969482422 	 Test Accuracy (%): 44.689998626708984	 gHg: 56.78595733642578	 smoothness 19.42275047302246	 sharpness 29.970815658569336
==> Epoch 928/2000
==> Test
Train Loss 1.325016975402832	 Train Accuracy (%): 52.720001220703125 	 Test Accuracy (%): 45.88999938964844	 gHg: 69.06427001953125	 smoothness 19.753881454467773	 sharpness 31.02872085571289
==> Epoch 929/2000
==> Test
Train Loss 1.3175410032272339	 Train Accuracy (%): 53.18000030517578 	 Test Accuracy (%): 44.5099983215332	 gHg: 62.685359954833984	 smoothness 19.02295684814453	 sharpness 32.56370162963867
==> Epoch 930/2000
==> Test
Train Loss 1.3105446100234985	 Train Accuracy (%): 53.779998779296875 	 Test Accuracy (%): 46.810001373291016	 gHg: 54.11012649536133	 smoothness 18.752958297729492	 sharpness 29.294336318969727
==> Epoch 931/2000
==> Test
Train Loss 1.308724045753479	 Train Accuracy (%): 53.41999816894531 	 Test Accuracy (%): 44.47999954223633	 gHg: 53.87739562988281	 smoothness 18.75202751159668	 sharpness 32.54987716674805
==> Epoch 932/2000
==> Test
Train Loss 1.2991759777069092	 Train Accuracy (%): 54.720001220703125 	 Test Accuracy (%): 46.90999984741211	 gHg: 40.794273376464844	 smoothness 18.5579776763916	 sharpness 28.151552200317383
==> Epoch 933/2000
==> Test
Train Loss 1.2910356521606445	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 44.900001525878906	 gHg: 44.428489685058594	 smoothness 18.513916015625	 sharpness 31.829479217529297
==> Epoch 934/2000
==> Test
Train Loss 1.2977659702301025	 Train Accuracy (%): 54.400001525878906 	 Test Accuracy (%): 47.18000030517578	 gHg: 40.486846923828125	 smoothness 18.95901870727539	 sharpness 27.447309494018555
==> Epoch 935/2000
==> Test
Train Loss 1.307562232017517	 Train Accuracy (%): 53.7400016784668 	 Test Accuracy (%): 44.88999938964844	 gHg: 51.35126495361328	 smoothness 19.41205596923828	 sharpness 31.328380584716797
==> Epoch 936/2000
==> Test
Train Loss 1.3069363832473755	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 46.970001220703125	 gHg: 70.80804443359375	 smoothness 20.114166259765625	 sharpness 31.017812728881836
==> Epoch 937/2000
==> Test
Train Loss 1.3365657329559326	 Train Accuracy (%): 52.08000183105469 	 Test Accuracy (%): 44.209999084472656	 gHg: 62.87641906738281	 smoothness 19.637554168701172	 sharpness 31.831483840942383
==> Epoch 938/2000
==> Test
Train Loss 1.3159606456756592	 Train Accuracy (%): 53.7599983215332 	 Test Accuracy (%): 46.77000045776367	 gHg: 85.78083801269531	 smoothness 19.365692138671875	 sharpness 32.46116256713867
==> Epoch 939/2000
==> Test
Train Loss 1.3361663818359375	 Train Accuracy (%): 53.0 	 Test Accuracy (%): 45.0099983215332	 gHg: 53.810218811035156	 smoothness 18.849727630615234	 sharpness 29.704343795776367
==> Epoch 940/2000
==> Test
Train Loss 1.293503761291504	 Train Accuracy (%): 54.040000915527344 	 Test Accuracy (%): 46.779998779296875	 gHg: 63.988609313964844	 smoothness 18.561336517333984	 sharpness 29.225753784179688
==> Epoch 941/2000
==> Test
Train Loss 1.3128366470336914	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 45.58000183105469	 gHg: 45.94007873535156	 smoothness 18.612506866455078	 sharpness 26.824478149414062
==> Epoch 942/2000
==> Test
Train Loss 1.2901536226272583	 Train Accuracy (%): 54.400001525878906 	 Test Accuracy (%): 46.47999954223633	 gHg: 48.96775436401367	 smoothness 18.53537368774414	 sharpness 27.695863723754883
==> Epoch 943/2000
==> Test
Train Loss 1.30282723903656	 Train Accuracy (%): 53.20000076293945 	 Test Accuracy (%): 45.630001068115234	 gHg: 39.36305236816406	 smoothness 18.67033576965332	 sharpness 26.317724227905273
==> Epoch 944/2000
==> Test
Train Loss 1.3096154928207397	 Train Accuracy (%): 54.02000045776367 	 Test Accuracy (%): 46.54999923706055	 gHg: 39.95766830444336	 smoothness 18.491748809814453	 sharpness 27.7080020904541
==> Epoch 945/2000
==> Test
Train Loss 1.2892543077468872	 Train Accuracy (%): 53.459999084472656 	 Test Accuracy (%): 45.22999954223633	 gHg: 35.76344680786133	 smoothness 18.709447860717773	 sharpness 25.50857162475586
==> Epoch 946/2000
==> Test
Train Loss 1.2793521881103516	 Train Accuracy (%): 55.18000030517578 	 Test Accuracy (%): 46.869998931884766	 gHg: 42.46731185913086	 smoothness 19.056438446044922	 sharpness 28.368824005126953
==> Epoch 947/2000
==> Test
Train Loss 1.2826462984085083	 Train Accuracy (%): 54.439998626708984 	 Test Accuracy (%): 45.72999954223633	 gHg: 39.49732208251953	 smoothness 18.884408950805664	 sharpness 26.864269256591797
==> Epoch 948/2000
==> Test
Train Loss 1.2803288698196411	 Train Accuracy (%): 53.70000076293945 	 Test Accuracy (%): 46.61000061035156	 gHg: 46.940711975097656	 smoothness 19.312545776367188	 sharpness 28.97701072692871
==> Epoch 949/2000
==> Test
Train Loss 1.2974748611450195	 Train Accuracy (%): 53.119998931884766 	 Test Accuracy (%): 45.5099983215332	 gHg: 51.706600189208984	 smoothness 19.37286376953125	 sharpness 28.579795837402344
==> Epoch 950/2000
==> Test
Train Loss 1.3083807229995728	 Train Accuracy (%): 53.380001068115234 	 Test Accuracy (%): 46.36000061035156	 gHg: 58.81646728515625	 smoothness 19.72943115234375	 sharpness 27.828659057617188
==> Epoch 951/2000
==> Test
Train Loss 1.305910348892212	 Train Accuracy (%): 53.47999954223633 	 Test Accuracy (%): 45.11000061035156	 gHg: 80.833984375	 smoothness 19.925201416015625	 sharpness 30.86446762084961
==> Epoch 952/2000
==> Test
Train Loss 1.3266711235046387	 Train Accuracy (%): 53.20000076293945 	 Test Accuracy (%): 45.90999984741211	 gHg: 69.16407775878906	 smoothness 19.345298767089844	 sharpness 27.298620223999023
==> Epoch 953/2000
==> Test
Train Loss 1.3375067710876465	 Train Accuracy (%): 52.58000183105469 	 Test Accuracy (%): 44.68000030517578	 gHg: 98.64585876464844	 smoothness 19.597700119018555	 sharpness 32.116111755371094
==> Epoch 954/2000
==> Test
Train Loss 1.3527040481567383	 Train Accuracy (%): 51.70000076293945 	 Test Accuracy (%): 45.900001525878906	 gHg: 71.69503784179688	 smoothness 18.894874572753906	 sharpness 27.57871437072754
==> Epoch 955/2000
==> Test
Train Loss 1.3159916400909424	 Train Accuracy (%): 53.91999816894531 	 Test Accuracy (%): 45.869998931884766	 gHg: 60.134925842285156	 smoothness 17.945697784423828	 sharpness 27.22362518310547
==> Epoch 956/2000
==> Test
Train Loss 1.3061187267303467	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 45.77000045776367	 gHg: 50.6200065612793	 smoothness 18.49509620666504	 sharpness 26.682559967041016
==> Epoch 957/2000
==> Test
Train Loss 1.3083398342132568	 Train Accuracy (%): 53.29999923706055 	 Test Accuracy (%): 46.2599983215332	 gHg: 48.72882080078125	 smoothness 18.766260147094727	 sharpness 26.532684326171875
==> Epoch 958/2000
==> Test
Train Loss 1.2995936870574951	 Train Accuracy (%): 54.400001525878906 	 Test Accuracy (%): 45.84000015258789	 gHg: 50.72679138183594	 smoothness 19.212646484375	 sharpness 26.90015411376953
==> Epoch 959/2000
==> Test
Train Loss 1.3079465627670288	 Train Accuracy (%): 53.13999938964844 	 Test Accuracy (%): 46.16999816894531	 gHg: 50.815834045410156	 smoothness 19.035802841186523	 sharpness 27.31773567199707
==> Epoch 960/2000
==> Test
Train Loss 1.2850573062896729	 Train Accuracy (%): 54.7400016784668 	 Test Accuracy (%): 46.08000183105469	 gHg: 44.183631896972656	 smoothness 18.508493423461914	 sharpness 26.16437339782715
==> Epoch 961/2000
==> Test
Train Loss 1.2866424322128296	 Train Accuracy (%): 54.2400016784668 	 Test Accuracy (%): 46.88999938964844	 gHg: 33.53953552246094	 smoothness 17.952205657958984	 sharpness 25.985124588012695
==> Epoch 962/2000
==> Test
Train Loss 1.2683478593826294	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 46.439998626708984	 gHg: 29.058155059814453	 smoothness 17.95860481262207	 sharpness 25.4503231048584
==> Epoch 963/2000
==> Test
Train Loss 1.270998239517212	 Train Accuracy (%): 54.41999816894531 	 Test Accuracy (%): 46.400001525878906	 gHg: 27.37254524230957	 smoothness 18.452314376831055	 sharpness 24.88921546936035
==> Epoch 964/2000
==> Test
Train Loss 1.2748483419418335	 Train Accuracy (%): 54.84000015258789 	 Test Accuracy (%): 46.31999969482422	 gHg: 30.214893341064453	 smoothness 18.69364356994629	 sharpness 25.06291961669922
==> Epoch 965/2000
==> Test
Train Loss 1.2636040449142456	 Train Accuracy (%): 54.599998474121094 	 Test Accuracy (%): 46.099998474121094	 gHg: 36.19111633300781	 smoothness 19.00010108947754	 sharpness 26.73588752746582
==> Epoch 966/2000
==> Test
Train Loss 1.2630560398101807	 Train Accuracy (%): 54.86000061035156 	 Test Accuracy (%): 45.90999984741211	 gHg: 35.04677200317383	 smoothness 18.966703414916992	 sharpness 26.487085342407227
==> Epoch 967/2000
==> Test
Train Loss 1.2806490659713745	 Train Accuracy (%): 54.13999938964844 	 Test Accuracy (%): 45.58000183105469	 gHg: 43.84435272216797	 smoothness 19.297706604003906	 sharpness 27.077220916748047
==> Epoch 968/2000
==> Test
Train Loss 1.2789801359176636	 Train Accuracy (%): 54.2599983215332 	 Test Accuracy (%): 46.41999816894531	 gHg: 41.99031448364258	 smoothness 19.19391441345215	 sharpness 26.579307556152344
==> Epoch 969/2000
==> Test
Train Loss 1.280342698097229	 Train Accuracy (%): 54.41999816894531 	 Test Accuracy (%): 45.43000030517578	 gHg: 42.925926208496094	 smoothness 18.86011505126953	 sharpness 25.54146957397461
==> Epoch 970/2000
==> Test
Train Loss 1.2706749439239502	 Train Accuracy (%): 54.939998626708984 	 Test Accuracy (%): 46.7599983215332	 gHg: 40.82725143432617	 smoothness 18.79214096069336	 sharpness 27.345550537109375
==> Epoch 971/2000
==> Test
Train Loss 1.2902870178222656	 Train Accuracy (%): 53.47999954223633 	 Test Accuracy (%): 45.25	 gHg: 42.98115158081055	 smoothness 18.983470916748047	 sharpness 27.290489196777344
==> Epoch 972/2000
==> Test
Train Loss 1.2847098112106323	 Train Accuracy (%): 54.47999954223633 	 Test Accuracy (%): 46.34000015258789	 gHg: 43.42314147949219	 smoothness 18.87209701538086	 sharpness 26.32445526123047
==> Epoch 973/2000
==> Test
Train Loss 1.290938138961792	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 44.849998474121094	 gHg: 47.51632308959961	 smoothness 19.071197509765625	 sharpness 27.274070739746094
==> Epoch 974/2000
==> Test
Train Loss 1.2938528060913086	 Train Accuracy (%): 54.099998474121094 	 Test Accuracy (%): 46.15999984741211	 gHg: 54.17144012451172	 smoothness 19.57839584350586	 sharpness 28.13501739501953
==> Epoch 975/2000
==> Test
Train Loss 1.2987349033355713	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 44.439998626708984	 gHg: 56.08275604248047	 smoothness 19.365039825439453	 sharpness 27.99515724182129
==> Epoch 976/2000
==> Test
Train Loss 1.2957909107208252	 Train Accuracy (%): 54.0 	 Test Accuracy (%): 46.22999954223633	 gHg: 58.41492462158203	 smoothness 19.208009719848633	 sharpness 29.26087188720703
==> Epoch 977/2000
==> Test
Train Loss 1.2888360023498535	 Train Accuracy (%): 53.279998779296875 	 Test Accuracy (%): 44.369998931884766	 gHg: 58.29267883300781	 smoothness 19.01249122619629	 sharpness 28.678977966308594
==> Epoch 978/2000
==> Test
Train Loss 1.2943302392959595	 Train Accuracy (%): 54.18000030517578 	 Test Accuracy (%): 46.29999923706055	 gHg: 60.42899703979492	 smoothness 19.086082458496094	 sharpness 30.335857391357422
==> Epoch 979/2000
==> Test
Train Loss 1.301073670387268	 Train Accuracy (%): 53.36000061035156 	 Test Accuracy (%): 44.61000061035156	 gHg: 53.6539306640625	 smoothness 18.832378387451172	 sharpness 28.11480140686035
==> Epoch 980/2000
==> Test
Train Loss 1.2915500402450562	 Train Accuracy (%): 54.84000015258789 	 Test Accuracy (%): 46.4900016784668	 gHg: 51.29930877685547	 smoothness 18.68409538269043	 sharpness 28.94853401184082
==> Epoch 981/2000
==> Test
Train Loss 1.2908525466918945	 Train Accuracy (%): 54.560001373291016 	 Test Accuracy (%): 44.790000915527344	 gHg: 49.80031204223633	 smoothness 18.980995178222656	 sharpness 27.982282638549805
==> Epoch 982/2000
==> Test
Train Loss 1.304358959197998	 Train Accuracy (%): 54.380001068115234 	 Test Accuracy (%): 46.27000045776367	 gHg: 57.70032501220703	 smoothness 19.572460174560547	 sharpness 28.581035614013672
==> Epoch 983/2000
==> Test
Train Loss 1.2971961498260498	 Train Accuracy (%): 53.58000183105469 	 Test Accuracy (%): 44.709999084472656	 gHg: 56.792266845703125	 smoothness 19.19301986694336	 sharpness 30.029865264892578
==> Epoch 984/2000
==> Test
Train Loss 1.2963132858276367	 Train Accuracy (%): 54.279998779296875 	 Test Accuracy (%): 46.7400016784668	 gHg: 49.379920959472656	 smoothness 18.712677001953125	 sharpness 27.704185485839844
==> Epoch 985/2000
==> Test
Train Loss 1.2913823127746582	 Train Accuracy (%): 53.29999923706055 	 Test Accuracy (%): 45.130001068115234	 gHg: 47.24845886230469	 smoothness 18.65838623046875	 sharpness 29.18853759765625
==> Epoch 986/2000
==> Test
Train Loss 1.2646892070770264	 Train Accuracy (%): 54.70000076293945 	 Test Accuracy (%): 46.619998931884766	 gHg: 39.94114685058594	 smoothness 18.510208129882812	 sharpness 26.676334381103516
==> Epoch 987/2000
==> Test
Train Loss 1.2679942846298218	 Train Accuracy (%): 54.599998474121094 	 Test Accuracy (%): 45.63999938964844	 gHg: 39.042144775390625	 smoothness 18.2456111907959	 sharpness 28.379377365112305
==> Epoch 988/2000
==> Test
Train Loss 1.2603154182434082	 Train Accuracy (%): 55.20000076293945 	 Test Accuracy (%): 46.45000076293945	 gHg: 29.43071746826172	 smoothness 17.933578491210938	 sharpness 25.723058700561523
==> Epoch 989/2000
==> Test
Train Loss 1.266934871673584	 Train Accuracy (%): 54.84000015258789 	 Test Accuracy (%): 45.72999954223633	 gHg: 37.42525863647461	 smoothness 18.851783752441406	 sharpness 28.57438087463379
==> Epoch 990/2000
==> Test
Train Loss 1.2733949422836304	 Train Accuracy (%): 54.97999954223633 	 Test Accuracy (%): 46.13999938964844	 gHg: 38.052391052246094	 smoothness 19.338247299194336	 sharpness 26.867008209228516
==> Epoch 991/2000
==> Test
Train Loss 1.2712440490722656	 Train Accuracy (%): 54.900001525878906 	 Test Accuracy (%): 46.060001373291016	 gHg: 50.7650032043457	 smoothness 19.317686080932617	 sharpness 29.196741104125977
==> Epoch 992/2000
==> Test
Train Loss 1.2884399890899658	 Train Accuracy (%): 54.08000183105469 	 Test Accuracy (%): 46.119998931884766	 gHg: 53.49591064453125	 smoothness 19.746034622192383	 sharpness 27.56520652770996
==> Epoch 993/2000
==> Test
Train Loss 1.3001208305358887	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 45.88999938964844	 gHg: 67.34727478027344	 smoothness 19.708932876586914	 sharpness 30.65395736694336
==> Epoch 994/2000
==> Test
Train Loss 1.302283763885498	 Train Accuracy (%): 53.65999984741211 	 Test Accuracy (%): 46.189998626708984	 gHg: 61.23313903808594	 smoothness 19.260623931884766	 sharpness 27.929800033569336
==> Epoch 995/2000
==> Test
Train Loss 1.3063288927078247	 Train Accuracy (%): 53.959999084472656 	 Test Accuracy (%): 45.90999984741211	 gHg: 65.74787902832031	 smoothness 19.100740432739258	 sharpness 29.163610458374023
==> Epoch 996/2000
==> Test
Train Loss 1.2805368900299072	 Train Accuracy (%): 55.15999984741211 	 Test Accuracy (%): 46.209999084472656	 gHg: 54.631507873535156	 smoothness 18.859535217285156	 sharpness 27.216917037963867
==> Epoch 997/2000
==> Test
Train Loss 1.287020206451416	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 46.209999084472656	 gHg: 55.683929443359375	 smoothness 18.807235717773438	 sharpness 28.726688385009766
==> Epoch 998/2000
==> Test
Train Loss 1.2815954685211182	 Train Accuracy (%): 54.36000061035156 	 Test Accuracy (%): 46.02000045776367	 gHg: 46.14613342285156	 smoothness 18.82050323486328	 sharpness 26.10675811767578
==> Epoch 999/2000
==> Test
Train Loss 1.281903862953186	 Train Accuracy (%): 54.58000183105469 	 Test Accuracy (%): 46.709999084472656	 gHg: 52.27665710449219	 smoothness 18.766265869140625	 sharpness 29.250593185424805
==> Epoch 1000/2000
==> Test
Train Loss 1.2703845500946045	 Train Accuracy (%): 55.18000030517578 	 Test Accuracy (%): 46.040000915527344	 gHg: 33.974220275878906	 smoothness 18.361989974975586	 sharpness 25.774383544921875
==> Epoch 1001/2000
==> Test
Train Loss 1.2574321031570435	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 47.11000061035156	 gHg: 41.03441619873047	 smoothness 18.283100128173828	 sharpness 28.932058334350586
==> Epoch 1002/2000
==> Test
Train Loss 1.2635389566421509	 Train Accuracy (%): 55.2400016784668 	 Test Accuracy (%): 45.849998474121094	 gHg: 30.175674438476562	 smoothness 18.572378158569336	 sharpness 27.356830596923828
==> Epoch 1003/2000
==> Test
Train Loss 1.2530714273452759	 Train Accuracy (%): 55.040000915527344 	 Test Accuracy (%): 47.15999984741211	 gHg: 42.807899475097656	 smoothness 18.9461727142334	 sharpness 29.713340759277344
==> Epoch 1004/2000
==> Test
Train Loss 1.2661176919937134	 Train Accuracy (%): 54.220001220703125 	 Test Accuracy (%): 45.27000045776367	 gHg: 36.849586486816406	 smoothness 18.961071014404297	 sharpness 29.016048431396484
==> Epoch 1005/2000
==> Test
Train Loss 1.2685048580169678	 Train Accuracy (%): 54.86000061035156 	 Test Accuracy (%): 46.689998626708984	 gHg: 45.62010192871094	 smoothness 19.000530242919922	 sharpness 29.62446403503418
==> Epoch 1006/2000
==> Test
Train Loss 1.2712860107421875	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 44.599998474121094	 gHg: 62.09352111816406	 smoothness 19.89490509033203	 sharpness 30.623104095458984
==> Epoch 1007/2000
==> Test
Train Loss 1.2936351299285889	 Train Accuracy (%): 54.119998931884766 	 Test Accuracy (%): 46.279998779296875	 gHg: 54.74464416503906	 smoothness 19.476398468017578	 sharpness 28.990507125854492
==> Epoch 1008/2000
==> Test
Train Loss 1.29549241065979	 Train Accuracy (%): 52.880001068115234 	 Test Accuracy (%): 44.83000183105469	 gHg: 75.11003112792969	 smoothness 19.348127365112305	 sharpness 29.32501220703125
==> Epoch 1009/2000
==> Test
Train Loss 1.3025811910629272	 Train Accuracy (%): 53.63999938964844 	 Test Accuracy (%): 46.040000915527344	 gHg: 56.30766296386719	 smoothness 18.866369247436523	 sharpness 27.600976943969727
==> Epoch 1010/2000
==> Test
Train Loss 1.2846630811691284	 Train Accuracy (%): 53.36000061035156 	 Test Accuracy (%): 45.43000030517578	 gHg: 84.38523864746094	 smoothness 19.389116287231445	 sharpness 30.990039825439453
==> Epoch 1011/2000
==> Test
Train Loss 1.309656023979187	 Train Accuracy (%): 53.5 	 Test Accuracy (%): 45.7599983215332	 gHg: 61.40913391113281	 smoothness 19.08268165588379	 sharpness 25.402292251586914
==> Epoch 1012/2000
==> Test
Train Loss 1.2845045328140259	 Train Accuracy (%): 54.099998474121094 	 Test Accuracy (%): 46.25	 gHg: 62.84410858154297	 smoothness 18.45652961730957	 sharpness 29.055795669555664
==> Epoch 1013/2000
==> Test
Train Loss 1.2888895273208618	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 45.90999984741211	 gHg: 51.47187042236328	 smoothness 18.862735748291016	 sharpness 26.671207427978516
==> Epoch 1014/2000
==> Test
Train Loss 1.2843806743621826	 Train Accuracy (%): 54.5 	 Test Accuracy (%): 46.869998931884766	 gHg: 53.263023376464844	 smoothness 18.583621978759766	 sharpness 28.966947555541992
==> Epoch 1015/2000
==> Test
Train Loss 1.2831637859344482	 Train Accuracy (%): 55.13999938964844 	 Test Accuracy (%): 46.349998474121094	 gHg: 40.03086853027344	 smoothness 18.596651077270508	 sharpness 25.32064437866211
==> Epoch 1016/2000
==> Test
Train Loss 1.255863070487976	 Train Accuracy (%): 56.099998474121094 	 Test Accuracy (%): 47.060001373291016	 gHg: 48.47595977783203	 smoothness 18.761934280395508	 sharpness 28.319520950317383
==> Epoch 1017/2000
==> Test
Train Loss 1.2767577171325684	 Train Accuracy (%): 54.959999084472656 	 Test Accuracy (%): 45.720001220703125	 gHg: 36.25065612792969	 smoothness 18.77436637878418	 sharpness 26.410057067871094
==> Epoch 1018/2000
==> Test
Train Loss 1.2641499042510986	 Train Accuracy (%): 55.599998474121094 	 Test Accuracy (%): 46.68000030517578	 gHg: 51.930633544921875	 smoothness 19.02391815185547	 sharpness 28.063405990600586
==> Epoch 1019/2000
==> Test
Train Loss 1.2723650932312012	 Train Accuracy (%): 54.7400016784668 	 Test Accuracy (%): 45.29999923706055	 gHg: 38.24514389038086	 smoothness 18.996339797973633	 sharpness 26.89008331298828
==> Epoch 1020/2000
==> Test
Train Loss 1.2695543766021729	 Train Accuracy (%): 54.52000045776367 	 Test Accuracy (%): 46.27000045776367	 gHg: 59.909149169921875	 smoothness 19.46636390686035	 sharpness 28.408428192138672
==> Epoch 1021/2000
==> Test
Train Loss 1.2871322631835938	 Train Accuracy (%): 54.18000030517578 	 Test Accuracy (%): 45.06999969482422	 gHg: 50.44148635864258	 smoothness 19.619359970092773	 sharpness 28.305564880371094
==> Epoch 1022/2000
==> Test
Train Loss 1.2646276950836182	 Train Accuracy (%): 54.81999969482422 	 Test Accuracy (%): 45.630001068115234	 gHg: 69.42479705810547	 smoothness 19.3964786529541	 sharpness 28.78501319885254
==> Epoch 1023/2000
==> Test
Train Loss 1.292473316192627	 Train Accuracy (%): 53.560001373291016 	 Test Accuracy (%): 44.880001068115234	 gHg: 53.14720916748047	 smoothness 19.00580406188965	 sharpness 29.25766944885254
==> Epoch 1024/2000
==> Test
Train Loss 1.2804381847381592	 Train Accuracy (%): 54.279998779296875 	 Test Accuracy (%): 45.540000915527344	 gHg: 57.47545623779297	 smoothness 18.681163787841797	 sharpness 28.21729850769043
==> Epoch 1025/2000
==> Test
Train Loss 1.2842471599578857	 Train Accuracy (%): 53.439998626708984 	 Test Accuracy (%): 45.15999984741211	 gHg: 60.339683532714844	 smoothness 19.27547264099121	 sharpness 28.78666877746582
==> Epoch 1026/2000
==> Test
Train Loss 1.288109302520752	 Train Accuracy (%): 53.20000076293945 	 Test Accuracy (%): 45.41999816894531	 gHg: 57.23023223876953	 smoothness 19.057437896728516	 sharpness 27.65607452392578
==> Epoch 1027/2000
==> Test
Train Loss 1.2771128416061401	 Train Accuracy (%): 53.34000015258789 	 Test Accuracy (%): 45.470001220703125	 gHg: 64.17781829833984	 smoothness 19.259023666381836	 sharpness 28.883689880371094
==> Epoch 1028/2000
==> Test
Train Loss 1.2897052764892578	 Train Accuracy (%): 53.08000183105469 	 Test Accuracy (%): 45.130001068115234	 gHg: 62.15557861328125	 smoothness 19.194028854370117	 sharpness 29.423795700073242
==> Epoch 1029/2000
==> Test
Train Loss 1.2905428409576416	 Train Accuracy (%): 52.959999084472656 	 Test Accuracy (%): 46.119998931884766	 gHg: 54.16493225097656	 smoothness 18.876956939697266	 sharpness 28.972291946411133
==> Epoch 1030/2000
==> Test
Train Loss 1.2810261249542236	 Train Accuracy (%): 53.84000015258789 	 Test Accuracy (%): 45.459999084472656	 gHg: 49.82798767089844	 smoothness 18.497173309326172	 sharpness 28.742576599121094
==> Epoch 1031/2000
==> Test
Train Loss 1.2669142484664917	 Train Accuracy (%): 54.900001525878906 	 Test Accuracy (%): 46.81999969482422	 gHg: 38.214603424072266	 smoothness 18.216510772705078	 sharpness 26.963647842407227
==> Epoch 1032/2000
==> Test
Train Loss 1.2543072700500488	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 45.93000030517578	 gHg: 36.334571838378906	 smoothness 18.231958389282227	 sharpness 27.282127380371094
==> Epoch 1033/2000
==> Test
Train Loss 1.2460929155349731	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 47.529998779296875	 gHg: 32.60466003417969	 smoothness 18.449235916137695	 sharpness 26.085948944091797
==> Epoch 1034/2000
==> Test
Train Loss 1.2490943670272827	 Train Accuracy (%): 54.86000061035156 	 Test Accuracy (%): 45.599998474121094	 gHg: 33.188636779785156	 smoothness 18.56045913696289	 sharpness 28.302345275878906
==> Epoch 1035/2000
==> Test
Train Loss 1.236275315284729	 Train Accuracy (%): 56.099998474121094 	 Test Accuracy (%): 47.619998931884766	 gHg: 31.63294219970703	 smoothness 18.63777732849121	 sharpness 25.811298370361328
==> Epoch 1036/2000
==> Test
Train Loss 1.2445186376571655	 Train Accuracy (%): 55.52000045776367 	 Test Accuracy (%): 45.72999954223633	 gHg: 33.02824401855469	 smoothness 18.532238006591797	 sharpness 28.287303924560547
==> Epoch 1037/2000
==> Test
Train Loss 1.2446545362472534	 Train Accuracy (%): 55.459999084472656 	 Test Accuracy (%): 47.58000183105469	 gHg: 33.39485549926758	 smoothness 18.85153579711914	 sharpness 26.044002532958984
==> Epoch 1038/2000
==> Test
Train Loss 1.246457815170288	 Train Accuracy (%): 56.459999084472656 	 Test Accuracy (%): 45.66999816894531	 gHg: 34.9692497253418	 smoothness 18.84857177734375	 sharpness 27.44622039794922
==> Epoch 1039/2000
==> Test
Train Loss 1.258569598197937	 Train Accuracy (%): 55.599998474121094 	 Test Accuracy (%): 47.560001373291016	 gHg: 45.6607780456543	 smoothness 19.757293701171875	 sharpness 26.79111099243164
==> Epoch 1040/2000
==> Test
Train Loss 1.2626901865005493	 Train Accuracy (%): 54.2599983215332 	 Test Accuracy (%): 45.15999984741211	 gHg: 52.193294525146484	 smoothness 19.717592239379883	 sharpness 28.72072982788086
==> Epoch 1041/2000
==> Test
Train Loss 1.2738515138626099	 Train Accuracy (%): 54.79999923706055 	 Test Accuracy (%): 47.45000076293945	 gHg: 61.11988067626953	 smoothness 19.599870681762695	 sharpness 28.855995178222656
==> Epoch 1042/2000
==> Test
Train Loss 1.277923583984375	 Train Accuracy (%): 53.880001068115234 	 Test Accuracy (%): 44.810001373291016	 gHg: 60.995704650878906	 smoothness 19.500940322875977	 sharpness 28.885038375854492
==> Epoch 1043/2000
==> Test
Train Loss 1.289855718612671	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 47.0	 gHg: 70.44096374511719	 smoothness 19.369516372680664	 sharpness 31.281095504760742
==> Epoch 1044/2000
==> Test
Train Loss 1.2725859880447388	 Train Accuracy (%): 53.779998779296875 	 Test Accuracy (%): 45.119998931884766	 gHg: 54.68281936645508	 smoothness 18.620845794677734	 sharpness 29.73780059814453
==> Epoch 1045/2000
==> Test
Train Loss 1.2715940475463867	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 46.689998626708984	 gHg: 54.612579345703125	 smoothness 18.53873062133789	 sharpness 29.688671112060547
==> Epoch 1046/2000
==> Test
Train Loss 1.2811475992202759	 Train Accuracy (%): 54.63999938964844 	 Test Accuracy (%): 44.869998931884766	 gHg: 47.73114013671875	 smoothness 18.800691604614258	 sharpness 29.024389266967773
==> Epoch 1047/2000
==> Test
Train Loss 1.2656375169754028	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 46.810001373291016	 gHg: 50.38136291503906	 smoothness 18.74748420715332	 sharpness 29.151185989379883
==> Epoch 1048/2000
==> Test
Train Loss 1.2598514556884766	 Train Accuracy (%): 55.20000076293945 	 Test Accuracy (%): 45.0099983215332	 gHg: 46.45669174194336	 smoothness 18.824010848999023	 sharpness 28.5743465423584
==> Epoch 1049/2000
==> Test
Train Loss 1.2542155981063843	 Train Accuracy (%): 55.540000915527344 	 Test Accuracy (%): 45.959999084472656	 gHg: 54.485191345214844	 smoothness 19.468019485473633	 sharpness 29.46828269958496
==> Epoch 1050/2000
==> Test
Train Loss 1.2769724130630493	 Train Accuracy (%): 54.099998474121094 	 Test Accuracy (%): 45.040000915527344	 gHg: 54.0738639831543	 smoothness 19.338876724243164	 sharpness 29.733884811401367
==> Epoch 1051/2000
==> Test
Train Loss 1.2840787172317505	 Train Accuracy (%): 53.86000061035156 	 Test Accuracy (%): 45.72999954223633	 gHg: 60.86840057373047	 smoothness 19.35185432434082	 sharpness 29.17201042175293
==> Epoch 1052/2000
==> Test
Train Loss 1.2637007236480713	 Train Accuracy (%): 55.36000061035156 	 Test Accuracy (%): 45.279998779296875	 gHg: 54.373634338378906	 smoothness 18.962926864624023	 sharpness 29.631298065185547
==> Epoch 1053/2000
==> Test
Train Loss 1.2571316957473755	 Train Accuracy (%): 55.15999984741211 	 Test Accuracy (%): 46.13999938964844	 gHg: 51.515560150146484	 smoothness 18.625577926635742	 sharpness 27.61113166809082
==> Epoch 1054/2000
==> Test
Train Loss 1.2565611600875854	 Train Accuracy (%): 55.060001373291016 	 Test Accuracy (%): 45.939998626708984	 gHg: 40.740760803222656	 smoothness 18.46908187866211	 sharpness 29.578176498413086
==> Epoch 1055/2000
==> Test
Train Loss 1.2589868307113647	 Train Accuracy (%): 55.720001220703125 	 Test Accuracy (%): 46.150001525878906	 gHg: 44.72801208496094	 smoothness 18.779582977294922	 sharpness 27.548534393310547
==> Epoch 1056/2000
==> Test
Train Loss 1.249083399772644	 Train Accuracy (%): 55.08000183105469 	 Test Accuracy (%): 46.060001373291016	 gHg: 39.32395553588867	 smoothness 18.93650245666504	 sharpness 28.53279685974121
==> Epoch 1057/2000
==> Test
Train Loss 1.2437536716461182	 Train Accuracy (%): 55.65999984741211 	 Test Accuracy (%): 46.369998931884766	 gHg: 48.953006744384766	 smoothness 19.115312576293945	 sharpness 28.55921173095703
==> Epoch 1058/2000
==> Test
Train Loss 1.26127028465271	 Train Accuracy (%): 55.7400016784668 	 Test Accuracy (%): 46.06999969482422	 gHg: 43.22639846801758	 smoothness 19.26251792907715	 sharpness 29.906694412231445
==> Epoch 1059/2000
==> Test
Train Loss 1.255562424659729	 Train Accuracy (%): 55.63999938964844 	 Test Accuracy (%): 46.15999984741211	 gHg: 57.69221496582031	 smoothness 19.229673385620117	 sharpness 29.610931396484375
==> Epoch 1060/2000
==> Test
Train Loss 1.254658818244934	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 46.380001068115234	 gHg: 43.938499450683594	 smoothness 18.91112518310547	 sharpness 29.902740478515625
==> Epoch 1061/2000
==> Test
Train Loss 1.2537274360656738	 Train Accuracy (%): 55.459999084472656 	 Test Accuracy (%): 46.040000915527344	 gHg: 58.41496276855469	 smoothness 19.051258087158203	 sharpness 29.144304275512695
==> Epoch 1062/2000
==> Test
Train Loss 1.2777373790740967	 Train Accuracy (%): 54.900001525878906 	 Test Accuracy (%): 46.349998474121094	 gHg: 57.73418426513672	 smoothness 19.389793395996094	 sharpness 29.598133087158203
==> Epoch 1063/2000
==> Test
Train Loss 1.2791075706481934	 Train Accuracy (%): 54.52000045776367 	 Test Accuracy (%): 46.0099983215332	 gHg: 71.45719909667969	 smoothness 19.683130264282227	 sharpness 29.290225982666016
==> Epoch 1064/2000
==> Test
Train Loss 1.298691749572754	 Train Accuracy (%): 52.86000061035156 	 Test Accuracy (%): 45.529998779296875	 gHg: 100.36181640625	 smoothness 19.902877807617188	 sharpness 32.173336029052734
==> Epoch 1065/2000
==> Test
Train Loss 1.3274891376495361	 Train Accuracy (%): 53.099998474121094 	 Test Accuracy (%): 45.22999954223633	 gHg: 84.53865814208984	 smoothness 19.198633193969727	 sharpness 27.000608444213867
==> Epoch 1066/2000
==> Test
Train Loss 1.3133105039596558	 Train Accuracy (%): 53.29999923706055 	 Test Accuracy (%): 46.099998474121094	 gHg: 82.98365020751953	 smoothness 18.634014129638672	 sharpness 27.31732177734375
==> Epoch 1067/2000
==> Test
Train Loss 1.2974275350570679	 Train Accuracy (%): 53.5 	 Test Accuracy (%): 45.95000076293945	 gHg: 79.30815124511719	 smoothness 18.783740997314453	 sharpness 27.553272247314453
==> Epoch 1068/2000
==> Test
Train Loss 1.2966535091400146	 Train Accuracy (%): 53.619998931884766 	 Test Accuracy (%): 46.43000030517578	 gHg: 60.87618637084961	 smoothness 18.403545379638672	 sharpness 26.302745819091797
==> Epoch 1069/2000
==> Test
Train Loss 1.2737817764282227	 Train Accuracy (%): 54.91999816894531 	 Test Accuracy (%): 46.45000076293945	 gHg: 55.69941711425781	 smoothness 18.156116485595703	 sharpness 27.968076705932617
==> Epoch 1070/2000
==> Test
Train Loss 1.2690378427505493	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 46.4900016784668	 gHg: 42.72967529296875	 smoothness 18.24466323852539	 sharpness 25.54029083251953
==> Epoch 1071/2000
==> Test
Train Loss 1.2698841094970703	 Train Accuracy (%): 54.279998779296875 	 Test Accuracy (%): 46.33000183105469	 gHg: 44.18601989746094	 smoothness 18.54573631286621	 sharpness 26.799299240112305
==> Epoch 1072/2000
==> Test
Train Loss 1.2526973485946655	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 46.70000076293945	 gHg: 43.77052307128906	 smoothness 19.050153732299805	 sharpness 25.61588478088379
==> Epoch 1073/2000
==> Test
Train Loss 1.2640604972839355	 Train Accuracy (%): 54.68000030517578 	 Test Accuracy (%): 46.56999969482422	 gHg: 48.56427764892578	 smoothness 19.186941146850586	 sharpness 27.836647033691406
==> Epoch 1074/2000
==> Test
Train Loss 1.2670143842697144	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 46.61000061035156	 gHg: 47.720458984375	 smoothness 19.11481285095215	 sharpness 26.420846939086914
==> Epoch 1075/2000
==> Test
Train Loss 1.2500711679458618	 Train Accuracy (%): 55.08000183105469 	 Test Accuracy (%): 46.33000183105469	 gHg: 47.84064483642578	 smoothness 18.896976470947266	 sharpness 27.784337997436523
==> Epoch 1076/2000
==> Test
Train Loss 1.244568109512329	 Train Accuracy (%): 55.58000183105469 	 Test Accuracy (%): 46.70000076293945	 gHg: 38.39650344848633	 smoothness 18.435894012451172	 sharpness 25.361141204833984
==> Epoch 1077/2000
==> Test
Train Loss 1.2434648275375366	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 46.61000061035156	 gHg: 37.203731536865234	 smoothness 18.32240104675293	 sharpness 27.39011573791504
==> Epoch 1078/2000
==> Test
Train Loss 1.2422624826431274	 Train Accuracy (%): 55.959999084472656 	 Test Accuracy (%): 47.029998779296875	 gHg: 30.69520378112793	 smoothness 18.451459884643555	 sharpness 25.182994842529297
==> Epoch 1079/2000
==> Test
Train Loss 1.2346007823944092	 Train Accuracy (%): 55.459999084472656 	 Test Accuracy (%): 46.709999084472656	 gHg: 36.72011184692383	 smoothness 18.86221694946289	 sharpness 27.720064163208008
==> Epoch 1080/2000
==> Test
Train Loss 1.2504976987838745	 Train Accuracy (%): 55.720001220703125 	 Test Accuracy (%): 46.97999954223633	 gHg: 33.00016784667969	 smoothness 18.95633316040039	 sharpness 25.07053565979004
==> Epoch 1081/2000
==> Test
Train Loss 1.2371785640716553	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 47.11000061035156	 gHg: 41.66389465332031	 smoothness 18.971275329589844	 sharpness 26.29275894165039
==> Epoch 1082/2000
==> Test
Train Loss 1.2388505935668945	 Train Accuracy (%): 55.34000015258789 	 Test Accuracy (%): 46.689998626708984	 gHg: 31.52468490600586	 smoothness 18.428743362426758	 sharpness 25.901321411132812
==> Epoch 1083/2000
==> Test
Train Loss 1.2174791097640991	 Train Accuracy (%): 56.52000045776367 	 Test Accuracy (%): 47.290000915527344	 gHg: 34.91725158691406	 smoothness 18.267192840576172	 sharpness 28.405397415161133
==> Epoch 1084/2000
==> Test
Train Loss 1.2313225269317627	 Train Accuracy (%): 55.459999084472656 	 Test Accuracy (%): 46.5099983215332	 gHg: 31.020965576171875	 smoothness 18.749637603759766	 sharpness 27.518020629882812
==> Epoch 1085/2000
==> Test
Train Loss 1.2140089273452759	 Train Accuracy (%): 56.29999923706055 	 Test Accuracy (%): 47.2400016784668	 gHg: 35.00685119628906	 smoothness 18.827821731567383	 sharpness 28.377899169921875
==> Epoch 1086/2000
==> Test
Train Loss 1.225793480873108	 Train Accuracy (%): 55.84000015258789 	 Test Accuracy (%): 45.90999984741211	 gHg: 36.58620071411133	 smoothness 18.86025047302246	 sharpness 28.985618591308594
==> Epoch 1087/2000
==> Test
Train Loss 1.2294678688049316	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 46.91999816894531	 gHg: 36.5319938659668	 smoothness 18.79363250732422	 sharpness 28.024269104003906
==> Epoch 1088/2000
==> Test
Train Loss 1.2324059009552002	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 45.310001373291016	 gHg: 44.93677520751953	 smoothness 19.153003692626953	 sharpness 29.36920928955078
==> Epoch 1089/2000
==> Test
Train Loss 1.246108055114746	 Train Accuracy (%): 55.439998626708984 	 Test Accuracy (%): 47.029998779296875	 gHg: 43.46278381347656	 smoothness 19.216964721679688	 sharpness 28.578580856323242
==> Epoch 1090/2000
==> Test
Train Loss 1.2348570823669434	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 45.5	 gHg: 47.10423278808594	 smoothness 19.014514923095703	 sharpness 29.094961166381836
==> Epoch 1091/2000
==> Test
Train Loss 1.232393503189087	 Train Accuracy (%): 55.220001220703125 	 Test Accuracy (%): 46.02000045776367	 gHg: 49.17643737792969	 smoothness 18.93526840209961	 sharpness 28.193559646606445
==> Epoch 1092/2000
==> Test
Train Loss 1.2387663125991821	 Train Accuracy (%): 55.29999923706055 	 Test Accuracy (%): 45.650001525878906	 gHg: 47.91289520263672	 smoothness 19.032352447509766	 sharpness 28.273109436035156
==> Epoch 1093/2000
==> Test
Train Loss 1.2449442148208618	 Train Accuracy (%): 54.70000076293945 	 Test Accuracy (%): 46.06999969482422	 gHg: 52.38953399658203	 smoothness 19.04300308227539	 sharpness 28.141735076904297
==> Epoch 1094/2000
==> Test
Train Loss 1.256422519683838	 Train Accuracy (%): 54.31999969482422 	 Test Accuracy (%): 45.310001373291016	 gHg: 61.093719482421875	 smoothness 19.559431076049805	 sharpness 28.37333106994629
==> Epoch 1095/2000
==> Test
Train Loss 1.2676094770431519	 Train Accuracy (%): 54.20000076293945 	 Test Accuracy (%): 45.47999954223633	 gHg: 63.975563049316406	 smoothness 19.489521026611328	 sharpness 29.931406021118164
==> Epoch 1096/2000
==> Test
Train Loss 1.2456258535385132	 Train Accuracy (%): 54.79999923706055 	 Test Accuracy (%): 45.59000015258789	 gHg: 71.85809326171875	 smoothness 19.224733352661133	 sharpness 30.239351272583008
==> Epoch 1097/2000
==> Test
Train Loss 1.2681101560592651	 Train Accuracy (%): 54.91999816894531 	 Test Accuracy (%): 45.959999084472656	 gHg: 52.38556671142578	 smoothness 18.683507919311523	 sharpness 29.969655990600586
==> Epoch 1098/2000
==> Test
Train Loss 1.2508970499038696	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 45.33000183105469	 gHg: 68.94534301757812	 smoothness 18.960065841674805	 sharpness 30.97873878479004
==> Epoch 1099/2000
==> Test
Train Loss 1.259226679801941	 Train Accuracy (%): 55.2400016784668 	 Test Accuracy (%): 45.95000076293945	 gHg: 50.93804931640625	 smoothness 18.961896896362305	 sharpness 29.730304718017578
==> Epoch 1100/2000
==> Test
Train Loss 1.2547553777694702	 Train Accuracy (%): 55.7599983215332 	 Test Accuracy (%): 45.77000045776367	 gHg: 61.18696212768555	 smoothness 18.984169006347656	 sharpness 29.513267517089844
==> Epoch 1101/2000
==> Test
Train Loss 1.2594950199127197	 Train Accuracy (%): 55.220001220703125 	 Test Accuracy (%): 45.619998931884766	 gHg: 56.337425231933594	 smoothness 19.38789939880371	 sharpness 29.619348526000977
==> Epoch 1102/2000
==> Test
Train Loss 1.2600587606430054	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 46.380001068115234	 gHg: 65.5267333984375	 smoothness 19.286670684814453	 sharpness 28.702747344970703
==> Epoch 1103/2000
==> Test
Train Loss 1.2581138610839844	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 45.81999969482422	 gHg: 59.72434997558594	 smoothness 19.122779846191406	 sharpness 29.348857879638672
==> Epoch 1104/2000
==> Test
Train Loss 1.2625643014907837	 Train Accuracy (%): 55.08000183105469 	 Test Accuracy (%): 47.22999954223633	 gHg: 61.7291374206543	 smoothness 18.85607147216797	 sharpness 28.047386169433594
==> Epoch 1105/2000
==> Test
Train Loss 1.2657601833343506	 Train Accuracy (%): 54.36000061035156 	 Test Accuracy (%): 45.31999969482422	 gHg: 62.47881317138672	 smoothness 19.154491424560547	 sharpness 28.9079532623291
==> Epoch 1106/2000
==> Test
Train Loss 1.277327537536621	 Train Accuracy (%): 53.900001525878906 	 Test Accuracy (%): 47.15999984741211	 gHg: 72.2867660522461	 smoothness 19.526569366455078	 sharpness 29.010114669799805
==> Epoch 1107/2000
==> Test
Train Loss 1.2789943218231201	 Train Accuracy (%): 54.13999938964844 	 Test Accuracy (%): 45.29999923706055	 gHg: 75.8843994140625	 smoothness 19.33774185180664	 sharpness 31.181678771972656
==> Epoch 1108/2000
==> Test
Train Loss 1.267255425453186	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 47.220001220703125	 gHg: 59.953330993652344	 smoothness 18.7790584564209	 sharpness 27.061248779296875
==> Epoch 1109/2000
==> Test
Train Loss 1.262559175491333	 Train Accuracy (%): 55.2400016784668 	 Test Accuracy (%): 45.61000061035156	 gHg: 58.24515151977539	 smoothness 18.532644271850586	 sharpness 29.746498107910156
==> Epoch 1110/2000
==> Test
Train Loss 1.246903657913208	 Train Accuracy (%): 55.900001525878906 	 Test Accuracy (%): 47.41999816894531	 gHg: 40.51940155029297	 smoothness 18.14315414428711	 sharpness 25.858999252319336
==> Epoch 1111/2000
==> Test
Train Loss 1.2245612144470215	 Train Accuracy (%): 56.34000015258789 	 Test Accuracy (%): 46.209999084472656	 gHg: 37.02897644042969	 smoothness 17.933338165283203	 sharpness 27.98442268371582
==> Epoch 1112/2000
==> Test
Train Loss 1.2287805080413818	 Train Accuracy (%): 57.2599983215332 	 Test Accuracy (%): 47.29999923706055	 gHg: 31.044780731201172	 smoothness 18.341779708862305	 sharpness 26.0712833404541
==> Epoch 1113/2000
==> Test
Train Loss 1.212505578994751	 Train Accuracy (%): 56.7400016784668 	 Test Accuracy (%): 46.08000183105469	 gHg: 33.36179733276367	 smoothness 18.388519287109375	 sharpness 27.838031768798828
==> Epoch 1114/2000
==> Test
Train Loss 1.220916748046875	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 47.20000076293945	 gHg: 28.536853790283203	 smoothness 18.329256057739258	 sharpness 26.63228416442871
==> Epoch 1115/2000
==> Test
Train Loss 1.2282757759094238	 Train Accuracy (%): 56.439998626708984 	 Test Accuracy (%): 46.099998474121094	 gHg: 34.15190505981445	 smoothness 18.64771270751953	 sharpness 28.52985191345215
==> Epoch 1116/2000
==> Test
Train Loss 1.2178874015808105	 Train Accuracy (%): 55.939998626708984 	 Test Accuracy (%): 47.2599983215332	 gHg: 33.81871795654297	 smoothness 18.80508041381836	 sharpness 28.097862243652344
==> Epoch 1117/2000
==> Test
Train Loss 1.215523362159729	 Train Accuracy (%): 55.79999923706055 	 Test Accuracy (%): 45.880001068115234	 gHg: 41.086849212646484	 smoothness 19.066728591918945	 sharpness 29.135347366333008
==> Epoch 1118/2000
==> Test
Train Loss 1.2260748147964478	 Train Accuracy (%): 55.81999969482422 	 Test Accuracy (%): 47.029998779296875	 gHg: 43.20579528808594	 smoothness 19.408090591430664	 sharpness 28.763381958007812
==> Epoch 1119/2000
==> Test
Train Loss 1.229448676109314	 Train Accuracy (%): 56.18000030517578 	 Test Accuracy (%): 45.2400016784668	 gHg: 53.617210388183594	 smoothness 19.399160385131836	 sharpness 29.199827194213867
==> Epoch 1120/2000
==> Test
Train Loss 1.254663348197937	 Train Accuracy (%): 54.720001220703125 	 Test Accuracy (%): 46.68000030517578	 gHg: 72.54623413085938	 smoothness 20.198457717895508	 sharpness 32.45519256591797
==> Epoch 1121/2000
==> Test
Train Loss 1.2804710865020752	 Train Accuracy (%): 54.15999984741211 	 Test Accuracy (%): 44.93000030517578	 gHg: 70.03199005126953	 smoothness 19.672733306884766	 sharpness 29.150985717773438
==> Epoch 1122/2000
==> Test
Train Loss 1.2810649871826172	 Train Accuracy (%): 54.540000915527344 	 Test Accuracy (%): 46.209999084472656	 gHg: 108.34295654296875	 smoothness 19.789112091064453	 sharpness 34.72116470336914
==> Epoch 1123/2000
==> Test
Train Loss 1.304273009300232	 Train Accuracy (%): 53.099998474121094 	 Test Accuracy (%): 46.099998474121094	 gHg: 56.95930480957031	 smoothness 18.570070266723633	 sharpness 27.676855087280273
==> Epoch 1124/2000
==> Test
Train Loss 1.2490037679672241	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 47.0	 gHg: 70.07281494140625	 smoothness 18.12544822692871	 sharpness 30.068971633911133
==> Epoch 1125/2000
==> Test
Train Loss 1.2518075704574585	 Train Accuracy (%): 55.65999984741211 	 Test Accuracy (%): 46.310001373291016	 gHg: 45.04537582397461	 smoothness 18.31377601623535	 sharpness 27.100996017456055
==> Epoch 1126/2000
==> Test
Train Loss 1.2232115268707275	 Train Accuracy (%): 56.52000045776367 	 Test Accuracy (%): 47.529998779296875	 gHg: 41.623016357421875	 smoothness 17.82022476196289	 sharpness 27.794464111328125
==> Epoch 1127/2000
==> Test
Train Loss 1.237561821937561	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 46.209999084472656	 gHg: 42.71565246582031	 smoothness 18.949262619018555	 sharpness 25.40191650390625
==> Epoch 1128/2000
==> Test
Train Loss 1.245377540588379	 Train Accuracy (%): 55.0 	 Test Accuracy (%): 47.36000061035156	 gHg: 49.87202835083008	 smoothness 19.501853942871094	 sharpness 29.048585891723633
==> Epoch 1129/2000
==> Test
Train Loss 1.234838843345642	 Train Accuracy (%): 55.58000183105469 	 Test Accuracy (%): 45.95000076293945	 gHg: 51.09571075439453	 smoothness 19.10626983642578	 sharpness 27.81747817993164
==> Epoch 1130/2000
==> Test
Train Loss 1.2393410205841064	 Train Accuracy (%): 55.36000061035156 	 Test Accuracy (%): 47.130001068115234	 gHg: 46.61360549926758	 smoothness 18.82569122314453	 sharpness 27.648120880126953
==> Epoch 1131/2000
==> Test
Train Loss 1.2339152097702026	 Train Accuracy (%): 55.540000915527344 	 Test Accuracy (%): 45.93000030517578	 gHg: 55.75654220581055	 smoothness 19.090330123901367	 sharpness 29.156265258789062
==> Epoch 1132/2000
==> Test
Train Loss 1.2463322877883911	 Train Accuracy (%): 55.439998626708984 	 Test Accuracy (%): 47.54999923706055	 gHg: 38.701820373535156	 smoothness 18.541988372802734	 sharpness 26.559677124023438
==> Epoch 1133/2000
==> Test
Train Loss 1.225258231163025	 Train Accuracy (%): 56.119998931884766 	 Test Accuracy (%): 46.119998931884766	 gHg: 52.57115936279297	 smoothness 18.92639923095703	 sharpness 29.454877853393555
==> Epoch 1134/2000
==> Test
Train Loss 1.237022876739502	 Train Accuracy (%): 55.380001068115234 	 Test Accuracy (%): 47.2400016784668	 gHg: 37.93803405761719	 smoothness 18.84004020690918	 sharpness 26.571517944335938
==> Epoch 1135/2000
==> Test
Train Loss 1.221871256828308	 Train Accuracy (%): 56.31999969482422 	 Test Accuracy (%): 46.2599983215332	 gHg: 53.43976974487305	 smoothness 18.954715728759766	 sharpness 29.7781925201416
==> Epoch 1136/2000
==> Test
Train Loss 1.245760202407837	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 47.599998474121094	 gHg: 47.39242172241211	 smoothness 19.25716209411621	 sharpness 28.290874481201172
==> Epoch 1137/2000
==> Test
Train Loss 1.2329126596450806	 Train Accuracy (%): 56.7400016784668 	 Test Accuracy (%): 45.93000030517578	 gHg: 59.782440185546875	 smoothness 19.21004867553711	 sharpness 28.786941528320312
==> Epoch 1138/2000
==> Test
Train Loss 1.2631175518035889	 Train Accuracy (%): 54.63999938964844 	 Test Accuracy (%): 46.81999969482422	 gHg: 96.2363510131836	 smoothness 20.652400970458984	 sharpness 32.456809997558594
==> Epoch 1139/2000
==> Test
Train Loss 1.2942930459976196	 Train Accuracy (%): 54.84000015258789 	 Test Accuracy (%): 45.29999923706055	 gHg: 93.55658721923828	 smoothness 20.005285263061523	 sharpness 29.637182235717773
==> Epoch 1140/2000
==> Test
Train Loss 1.299041509628296	 Train Accuracy (%): 54.599998474121094 	 Test Accuracy (%): 46.5099983215332	 gHg: 120.18304443359375	 smoothness 19.60372543334961	 sharpness 31.903715133666992
==> Epoch 1141/2000
==> Test
Train Loss 1.320546269416809	 Train Accuracy (%): 53.97999954223633 	 Test Accuracy (%): 45.72999954223633	 gHg: 92.25886535644531	 smoothness 18.930692672729492	 sharpness 27.210657119750977
==> Epoch 1142/2000
==> Test
Train Loss 1.2846697568893433	 Train Accuracy (%): 55.02000045776367 	 Test Accuracy (%): 47.20000076293945	 gHg: 78.62709045410156	 smoothness 18.365211486816406	 sharpness 28.573139190673828
==> Epoch 1143/2000
==> Test
Train Loss 1.26790189743042	 Train Accuracy (%): 55.560001373291016 	 Test Accuracy (%): 46.4900016784668	 gHg: 56.451011657714844	 smoothness 18.10076141357422	 sharpness 25.572364807128906
==> Epoch 1144/2000
==> Test
Train Loss 1.2283461093902588	 Train Accuracy (%): 56.68000030517578 	 Test Accuracy (%): 47.09000015258789	 gHg: 42.611839294433594	 smoothness 17.572877883911133	 sharpness 25.11162757873535
==> Epoch 1145/2000
==> Test
Train Loss 1.2270381450653076	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 46.779998779296875	 gHg: 26.735504150390625	 smoothness 17.445993423461914	 sharpness 23.7751407623291
==> Epoch 1146/2000
==> Test
Train Loss 1.2010095119476318	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 47.06999969482422	 gHg: 22.905914306640625	 smoothness 17.293132781982422	 sharpness 24.10201072692871
==> Epoch 1147/2000
==> Test
Train Loss 1.1929898262023926	 Train Accuracy (%): 58.29999923706055 	 Test Accuracy (%): 47.11000061035156	 gHg: 16.362499237060547	 smoothness 17.164030075073242	 sharpness 23.515077590942383
==> Epoch 1148/2000
==> Test
Train Loss 1.1866064071655273	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 47.0	 gHg: 19.26158905029297	 smoothness 17.776660919189453	 sharpness 24.149932861328125
==> Epoch 1149/2000
==> Test
Train Loss 1.1870535612106323	 Train Accuracy (%): 57.599998474121094 	 Test Accuracy (%): 47.08000183105469	 gHg: 18.934343338012695	 smoothness 18.215951919555664	 sharpness 24.343873977661133
==> Epoch 1150/2000
==> Test
Train Loss 1.2052606344223022	 Train Accuracy (%): 57.86000061035156 	 Test Accuracy (%): 46.869998931884766	 gHg: 27.567928314208984	 smoothness 18.855072021484375	 sharpness 27.044837951660156
==> Epoch 1151/2000
==> Test
Train Loss 1.2051734924316406	 Train Accuracy (%): 57.47999954223633 	 Test Accuracy (%): 47.279998779296875	 gHg: 32.31306076049805	 smoothness 19.444293975830078	 sharpness 26.742835998535156
==> Epoch 1152/2000
==> Test
Train Loss 1.2333637475967407	 Train Accuracy (%): 55.7400016784668 	 Test Accuracy (%): 46.20000076293945	 gHg: 57.89286804199219	 smoothness 20.254947662353516	 sharpness 30.391157150268555
==> Epoch 1153/2000
==> Test
Train Loss 1.2509969472885132	 Train Accuracy (%): 55.81999969482422 	 Test Accuracy (%): 46.63999938964844	 gHg: 55.72509765625	 smoothness 20.271379470825195	 sharpness 28.518495559692383
==> Epoch 1154/2000
==> Test
Train Loss 1.2603851556777954	 Train Accuracy (%): 54.599998474121094 	 Test Accuracy (%): 45.75	 gHg: 86.86579895019531	 smoothness 20.00137710571289	 sharpness 30.418170928955078
==> Epoch 1155/2000
==> Test
Train Loss 1.2688509225845337	 Train Accuracy (%): 54.900001525878906 	 Test Accuracy (%): 46.810001373291016	 gHg: 58.3262939453125	 smoothness 19.06217384338379	 sharpness 27.663869857788086
==> Epoch 1156/2000
==> Test
Train Loss 1.2399828433990479	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 46.38999938964844	 gHg: 58.429683685302734	 smoothness 18.109342575073242	 sharpness 27.221757888793945
==> Epoch 1157/2000
==> Test
Train Loss 1.2328487634658813	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 46.83000183105469	 gHg: 38.26213836669922	 smoothness 18.184898376464844	 sharpness 26.79566764831543
==> Epoch 1158/2000
==> Test
Train Loss 1.2115117311477661	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 47.0	 gHg: 34.539947509765625	 smoothness 17.7811222076416	 sharpness 26.274145126342773
==> Epoch 1159/2000
==> Test
Train Loss 1.2030280828475952	 Train Accuracy (%): 57.720001220703125 	 Test Accuracy (%): 47.36000061035156	 gHg: 26.879423141479492	 smoothness 17.918611526489258	 sharpness 26.19139289855957
==> Epoch 1160/2000
==> Test
Train Loss 1.202285647392273	 Train Accuracy (%): 56.5 	 Test Accuracy (%): 47.33000183105469	 gHg: 26.831741333007812	 smoothness 18.09006690979004	 sharpness 26.839523315429688
==> Epoch 1161/2000
==> Test
Train Loss 1.203094482421875	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 47.13999938964844	 gHg: 26.960481643676758	 smoothness 18.567968368530273	 sharpness 27.003978729248047
==> Epoch 1162/2000
==> Test
Train Loss 1.201840877532959	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 47.29999923706055	 gHg: 28.268447875976562	 smoothness 18.403532028198242	 sharpness 25.84022331237793
==> Epoch 1163/2000
==> Test
Train Loss 1.191377878189087	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 47.0	 gHg: 30.264389038085938	 smoothness 18.60428810119629	 sharpness 27.438556671142578
==> Epoch 1164/2000
==> Test
Train Loss 1.20139741897583	 Train Accuracy (%): 57.20000076293945 	 Test Accuracy (%): 46.86000061035156	 gHg: 36.94955062866211	 smoothness 19.03208351135254	 sharpness 29.032196044921875
==> Epoch 1165/2000
==> Test
Train Loss 1.2066839933395386	 Train Accuracy (%): 57.58000183105469 	 Test Accuracy (%): 46.29999923706055	 gHg: 43.95008850097656	 smoothness 19.775131225585938	 sharpness 28.629322052001953
==> Epoch 1166/2000
==> Test
Train Loss 1.2362849712371826	 Train Accuracy (%): 55.560001373291016 	 Test Accuracy (%): 45.459999084472656	 gHg: 74.23907470703125	 smoothness 20.40071678161621	 sharpness 32.504947662353516
==> Epoch 1167/2000
==> Test
Train Loss 1.259333610534668	 Train Accuracy (%): 55.040000915527344 	 Test Accuracy (%): 45.5099983215332	 gHg: 71.27912902832031	 smoothness 19.85519027709961	 sharpness 32.102237701416016
==> Epoch 1168/2000
==> Test
Train Loss 1.2543150186538696	 Train Accuracy (%): 54.099998474121094 	 Test Accuracy (%): 45.779998779296875	 gHg: 94.69534301757812	 smoothness 19.620681762695312	 sharpness 33.28291702270508
==> Epoch 1169/2000
==> Test
Train Loss 1.2780877351760864	 Train Accuracy (%): 54.91999816894531 	 Test Accuracy (%): 45.59000015258789	 gHg: 65.49510955810547	 smoothness 18.677846908569336	 sharpness 31.534120559692383
==> Epoch 1170/2000
==> Test
Train Loss 1.2550891637802124	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 46.09000015258789	 gHg: 63.57859802246094	 smoothness 18.205799102783203	 sharpness 30.50505256652832
==> Epoch 1171/2000
==> Test
Train Loss 1.247873306274414	 Train Accuracy (%): 55.099998474121094 	 Test Accuracy (%): 45.709999084472656	 gHg: 60.163665771484375	 smoothness 18.899547576904297	 sharpness 29.748788833618164
==> Epoch 1172/2000
==> Test
Train Loss 1.2391446828842163	 Train Accuracy (%): 55.47999954223633 	 Test Accuracy (%): 46.41999816894531	 gHg: 53.677162170410156	 smoothness 18.775196075439453	 sharpness 28.648025512695312
==> Epoch 1173/2000
==> Test
Train Loss 1.2263990640640259	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 45.72999954223633	 gHg: 60.362091064453125	 smoothness 18.95785140991211	 sharpness 29.468477249145508
==> Epoch 1174/2000
==> Test
Train Loss 1.2351523637771606	 Train Accuracy (%): 56.18000030517578 	 Test Accuracy (%): 46.959999084472656	 gHg: 50.987579345703125	 smoothness 18.91628074645996	 sharpness 27.739261627197266
==> Epoch 1175/2000
==> Test
Train Loss 1.2209079265594482	 Train Accuracy (%): 56.02000045776367 	 Test Accuracy (%): 45.84000015258789	 gHg: 58.44316101074219	 smoothness 19.073528289794922	 sharpness 27.6330623626709
==> Epoch 1176/2000
==> Test
Train Loss 1.2339584827423096	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 46.63999938964844	 gHg: 62.468963623046875	 smoothness 19.545764923095703	 sharpness 27.44183349609375
==> Epoch 1177/2000
==> Test
Train Loss 1.2486872673034668	 Train Accuracy (%): 55.0 	 Test Accuracy (%): 45.4900016784668	 gHg: 69.86788940429688	 smoothness 19.569107055664062	 sharpness 27.734182357788086
==> Epoch 1178/2000
==> Test
Train Loss 1.264939546585083	 Train Accuracy (%): 55.560001373291016 	 Test Accuracy (%): 46.40999984741211	 gHg: 73.62171936035156	 smoothness 19.513065338134766	 sharpness 28.196392059326172
==> Epoch 1179/2000
==> Test
Train Loss 1.254815936088562	 Train Accuracy (%): 55.31999969482422 	 Test Accuracy (%): 45.81999969482422	 gHg: 64.58119201660156	 smoothness 18.77408790588379	 sharpness 29.278350830078125
==> Epoch 1180/2000
==> Test
Train Loss 1.2503074407577515	 Train Accuracy (%): 55.959999084472656 	 Test Accuracy (%): 46.400001525878906	 gHg: 59.3204345703125	 smoothness 18.76242446899414	 sharpness 27.674156188964844
==> Epoch 1181/2000
==> Test
Train Loss 1.227485179901123	 Train Accuracy (%): 55.84000015258789 	 Test Accuracy (%): 45.83000183105469	 gHg: 63.54621124267578	 smoothness 18.987394332885742	 sharpness 30.834428787231445
==> Epoch 1182/2000
==> Test
Train Loss 1.2420110702514648	 Train Accuracy (%): 55.439998626708984 	 Test Accuracy (%): 46.72999954223633	 gHg: 46.819793701171875	 smoothness 18.548158645629883	 sharpness 27.623010635375977
==> Epoch 1183/2000
==> Test
Train Loss 1.205079436302185	 Train Accuracy (%): 56.0 	 Test Accuracy (%): 46.0	 gHg: 47.88738250732422	 smoothness 18.316204071044922	 sharpness 29.470138549804688
==> Epoch 1184/2000
==> Test
Train Loss 1.21477472782135	 Train Accuracy (%): 57.040000915527344 	 Test Accuracy (%): 46.779998779296875	 gHg: 45.162540435791016	 smoothness 18.801366806030273	 sharpness 28.631134033203125
==> Epoch 1185/2000
==> Test
Train Loss 1.2118598222732544	 Train Accuracy (%): 56.91999816894531 	 Test Accuracy (%): 45.93000030517578	 gHg: 44.2960090637207	 smoothness 18.715028762817383	 sharpness 27.93157196044922
==> Epoch 1186/2000
==> Test
Train Loss 1.2197891473770142	 Train Accuracy (%): 57.18000030517578 	 Test Accuracy (%): 46.939998626708984	 gHg: 46.2320556640625	 smoothness 18.734275817871094	 sharpness 29.13160514831543
==> Epoch 1187/2000
==> Test
Train Loss 1.2116049528121948	 Train Accuracy (%): 56.060001373291016 	 Test Accuracy (%): 46.0	 gHg: 38.28790283203125	 smoothness 18.68568992614746	 sharpness 26.584474563598633
==> Epoch 1188/2000
==> Test
Train Loss 1.214029312133789	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 46.7400016784668	 gHg: 52.68523406982422	 smoothness 19.077852249145508	 sharpness 25.429258346557617
==> Epoch 1189/2000
==> Test
Train Loss 1.2198221683502197	 Train Accuracy (%): 56.099998474121094 	 Test Accuracy (%): 46.220001220703125	 gHg: 46.5444221496582	 smoothness 19.237693786621094	 sharpness 27.594274520874023
==> Epoch 1190/2000
==> Test
Train Loss 1.2274143695831299	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 46.86000061035156	 gHg: 60.32072448730469	 smoothness 19.26352882385254	 sharpness 29.505929946899414
==> Epoch 1191/2000
==> Test
Train Loss 1.2356475591659546	 Train Accuracy (%): 55.560001373291016 	 Test Accuracy (%): 45.779998779296875	 gHg: 54.783931732177734	 smoothness 19.294984817504883	 sharpness 28.484994888305664
==> Epoch 1192/2000
==> Test
Train Loss 1.228929877281189	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 47.11000061035156	 gHg: 68.72896575927734	 smoothness 19.234668731689453	 sharpness 31.408658981323242
==> Epoch 1193/2000
==> Test
Train Loss 1.2451732158660889	 Train Accuracy (%): 55.86000061035156 	 Test Accuracy (%): 45.72999954223633	 gHg: 49.86771011352539	 smoothness 18.881921768188477	 sharpness 27.427154541015625
==> Epoch 1194/2000
==> Test
Train Loss 1.2196999788284302	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 47.40999984741211	 gHg: 60.733402252197266	 smoothness 18.689428329467773	 sharpness 31.541606903076172
==> Epoch 1195/2000
==> Test
Train Loss 1.221076250076294	 Train Accuracy (%): 56.47999954223633 	 Test Accuracy (%): 45.90999984741211	 gHg: 43.158905029296875	 smoothness 18.852563858032227	 sharpness 26.7761173248291
==> Epoch 1196/2000
==> Test
Train Loss 1.2166733741760254	 Train Accuracy (%): 55.560001373291016 	 Test Accuracy (%): 47.4900016784668	 gHg: 54.36602020263672	 smoothness 18.7572021484375	 sharpness 30.985116958618164
==> Epoch 1197/2000
==> Test
Train Loss 1.2307051420211792	 Train Accuracy (%): 55.619998931884766 	 Test Accuracy (%): 45.84000015258789	 gHg: 42.66377639770508	 smoothness 19.16330909729004	 sharpness 27.47331428527832
==> Epoch 1198/2000
==> Test
Train Loss 1.2134158611297607	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 47.529998779296875	 gHg: 64.49685668945312	 smoothness 19.118972778320312	 sharpness 32.01629638671875
==> Epoch 1199/2000
==> Test
Train Loss 1.2175207138061523	 Train Accuracy (%): 56.380001068115234 	 Test Accuracy (%): 46.0	 gHg: 44.8831787109375	 smoothness 18.950607299804688	 sharpness 27.025175094604492
==> Epoch 1200/2000
==> Test
Train Loss 1.2164143323898315	 Train Accuracy (%): 56.58000183105469 	 Test Accuracy (%): 47.77000045776367	 gHg: 58.403419494628906	 smoothness 18.827795028686523	 sharpness 30.43165397644043
==> Epoch 1201/2000
==> Test
Train Loss 1.221146821975708	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 45.77000045776367	 gHg: 56.26993942260742	 smoothness 19.32999610900879	 sharpness 28.37913703918457
==> Epoch 1202/2000
==> Test
Train Loss 1.2368158102035522	 Train Accuracy (%): 56.119998931884766 	 Test Accuracy (%): 48.04999923706055	 gHg: 61.742881774902344	 smoothness 19.317657470703125	 sharpness 29.458852767944336
==> Epoch 1203/2000
==> Test
Train Loss 1.231392502784729	 Train Accuracy (%): 56.20000076293945 	 Test Accuracy (%): 45.779998779296875	 gHg: 81.54618072509766	 smoothness 19.720041275024414	 sharpness 30.90154266357422
==> Epoch 1204/2000
==> Test
Train Loss 1.2516093254089355	 Train Accuracy (%): 55.599998474121094 	 Test Accuracy (%): 47.119998931884766	 gHg: 76.42758178710938	 smoothness 19.375442504882812	 sharpness 30.208045959472656
==> Epoch 1205/2000
==> Test
Train Loss 1.2365882396697998	 Train Accuracy (%): 56.47999954223633 	 Test Accuracy (%): 45.75	 gHg: 80.04461669921875	 smoothness 18.96089744567871	 sharpness 29.990819931030273
==> Epoch 1206/2000
==> Test
Train Loss 1.2583805322647095	 Train Accuracy (%): 55.63999938964844 	 Test Accuracy (%): 47.15999984741211	 gHg: 63.59645080566406	 smoothness 18.751001358032227	 sharpness 29.02216911315918
==> Epoch 1207/2000
==> Test
Train Loss 1.2292245626449585	 Train Accuracy (%): 56.400001525878906 	 Test Accuracy (%): 46.31999969482422	 gHg: 54.2291259765625	 smoothness 18.187702178955078	 sharpness 26.53191375732422
==> Epoch 1208/2000
==> Test
Train Loss 1.22157621383667	 Train Accuracy (%): 56.65999984741211 	 Test Accuracy (%): 46.689998626708984	 gHg: 57.97509002685547	 smoothness 18.959165573120117	 sharpness 27.62898063659668
==> Epoch 1209/2000
==> Test
Train Loss 1.2218139171600342	 Train Accuracy (%): 56.47999954223633 	 Test Accuracy (%): 46.2599983215332	 gHg: 63.72840881347656	 smoothness 19.319435119628906	 sharpness 28.364534378051758
==> Epoch 1210/2000
==> Test
Train Loss 1.233688235282898	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 46.459999084472656	 gHg: 56.7345085144043	 smoothness 19.003660202026367	 sharpness 27.227991104125977
==> Epoch 1211/2000
==> Test
Train Loss 1.2293965816497803	 Train Accuracy (%): 56.279998779296875 	 Test Accuracy (%): 46.560001373291016	 gHg: 59.622901916503906	 smoothness 18.675533294677734	 sharpness 28.487281799316406
==> Epoch 1212/2000
==> Test
Train Loss 1.2198537588119507	 Train Accuracy (%): 56.720001220703125 	 Test Accuracy (%): 46.689998626708984	 gHg: 44.95643615722656	 smoothness 18.506750106811523	 sharpness 26.38878631591797
==> Epoch 1213/2000
==> Test
Train Loss 1.206701636314392	 Train Accuracy (%): 57.41999816894531 	 Test Accuracy (%): 46.709999084472656	 gHg: 46.32992172241211	 smoothness 18.25242042541504	 sharpness 27.95863151550293
==> Epoch 1214/2000
==> Test
Train Loss 1.211774468421936	 Train Accuracy (%): 56.70000076293945 	 Test Accuracy (%): 46.09000015258789	 gHg: 44.5679817199707	 smoothness 18.92473602294922	 sharpness 26.820337295532227
==> Epoch 1215/2000
==> Test
Train Loss 1.201823115348816	 Train Accuracy (%): 57.0 	 Test Accuracy (%): 46.58000183105469	 gHg: 59.59408187866211	 smoothness 19.661216735839844	 sharpness 27.911846160888672
==> Epoch 1216/2000
==> Test
Train Loss 1.2206510305404663	 Train Accuracy (%): 56.119998931884766 	 Test Accuracy (%): 45.650001525878906	 gHg: 60.70783996582031	 smoothness 19.65325927734375	 sharpness 27.36919403076172
==> Epoch 1217/2000
==> Test
Train Loss 1.227678656578064	 Train Accuracy (%): 55.720001220703125 	 Test Accuracy (%): 46.2599983215332	 gHg: 77.38687133789062	 smoothness 19.733539581298828	 sharpness 28.429065704345703
==> Epoch 1218/2000
==> Test
Train Loss 1.2525047063827515	 Train Accuracy (%): 54.7400016784668 	 Test Accuracy (%): 45.7599983215332	 gHg: 60.149253845214844	 smoothness 19.107370376586914	 sharpness 26.864782333374023
==> Epoch 1219/2000
==> Test
Train Loss 1.2301015853881836	 Train Accuracy (%): 56.34000015258789 	 Test Accuracy (%): 46.72999954223633	 gHg: 70.744140625	 smoothness 18.779638290405273	 sharpness 28.02425193786621
==> Epoch 1220/2000
==> Test
Train Loss 1.2416435480117798	 Train Accuracy (%): 55.52000045776367 	 Test Accuracy (%): 45.9900016784668	 gHg: 50.65325927734375	 smoothness 18.750255584716797	 sharpness 27.824430465698242
==> Epoch 1221/2000
==> Test
Train Loss 1.2064416408538818	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 47.400001525878906	 gHg: 52.567962646484375	 smoothness 18.240385055541992	 sharpness 28.164199829101562
==> Epoch 1222/2000
==> Test
Train Loss 1.203948736190796	 Train Accuracy (%): 57.41999816894531 	 Test Accuracy (%): 46.16999816894531	 gHg: 43.02717590332031	 smoothness 18.5488338470459	 sharpness 29.0898494720459
==> Epoch 1223/2000
==> Test
Train Loss 1.2038068771362305	 Train Accuracy (%): 57.29999923706055 	 Test Accuracy (%): 47.70000076293945	 gHg: 40.43274688720703	 smoothness 18.45834732055664	 sharpness 27.79120635986328
==> Epoch 1224/2000
==> Test
Train Loss 1.2090325355529785	 Train Accuracy (%): 56.779998779296875 	 Test Accuracy (%): 46.470001220703125	 gHg: 44.03129196166992	 smoothness 18.62327003479004	 sharpness 30.042612075805664
==> Epoch 1225/2000
==> Test
Train Loss 1.1872892379760742	 Train Accuracy (%): 57.720001220703125 	 Test Accuracy (%): 47.56999969482422	 gHg: 32.24535369873047	 smoothness 18.35533332824707	 sharpness 26.666534423828125
==> Epoch 1226/2000
==> Test
Train Loss 1.1865465641021729	 Train Accuracy (%): 57.119998931884766 	 Test Accuracy (%): 46.2599983215332	 gHg: 40.00373840332031	 smoothness 18.613046646118164	 sharpness 29.4145450592041
==> Epoch 1227/2000
==> Test
Train Loss 1.2022627592086792	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 48.029998779296875	 gHg: 32.664573669433594	 smoothness 18.615880966186523	 sharpness 25.68143081665039
==> Epoch 1228/2000
==> Test
Train Loss 1.1910138130187988	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 45.93000030517578	 gHg: 42.502418518066406	 smoothness 18.758562088012695	 sharpness 29.985767364501953
==> Epoch 1229/2000
==> Test
Train Loss 1.2048261165618896	 Train Accuracy (%): 57.13999938964844 	 Test Accuracy (%): 47.61000061035156	 gHg: 42.86509704589844	 smoothness 19.399259567260742	 sharpness 24.88077735900879
==> Epoch 1230/2000
==> Test
Train Loss 1.1955180168151855	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 45.720001220703125	 gHg: 55.752235412597656	 smoothness 19.433521270751953	 sharpness 31.217975616455078
==> Epoch 1231/2000
==> Test
Train Loss 1.2221267223358154	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 47.279998779296875	 gHg: 65.84186553955078	 smoothness 19.91733741760254	 sharpness 27.936403274536133
==> Epoch 1232/2000
==> Test
Train Loss 1.2217490673065186	 Train Accuracy (%): 56.220001220703125 	 Test Accuracy (%): 45.279998779296875	 gHg: 79.17322540283203	 smoothness 19.76462745666504	 sharpness 32.16646957397461
==> Epoch 1233/2000
==> Test
Train Loss 1.2484314441680908	 Train Accuracy (%): 54.540000915527344 	 Test Accuracy (%): 47.040000915527344	 gHg: 73.95065307617188	 smoothness 19.146329879760742	 sharpness 28.628921508789062
==> Epoch 1234/2000
==> Test
Train Loss 1.2338480949401855	 Train Accuracy (%): 56.0 	 Test Accuracy (%): 46.029998779296875	 gHg: 72.07450866699219	 smoothness 18.9113826751709	 sharpness 30.117353439331055
==> Epoch 1235/2000
==> Test
Train Loss 1.2287677526474	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 46.529998779296875	 gHg: 62.90254211425781	 smoothness 18.92188262939453	 sharpness 25.83653450012207
==> Epoch 1236/2000
==> Test
Train Loss 1.2207438945770264	 Train Accuracy (%): 56.34000015258789 	 Test Accuracy (%): 46.439998626708984	 gHg: 59.95109939575195	 smoothness 18.557153701782227	 sharpness 29.11408805847168
==> Epoch 1237/2000
==> Test
Train Loss 1.2188316583633423	 Train Accuracy (%): 56.52000045776367 	 Test Accuracy (%): 46.849998474121094	 gHg: 43.47247314453125	 smoothness 18.24066925048828	 sharpness 25.926597595214844
==> Epoch 1238/2000
==> Test
Train Loss 1.2110790014266968	 Train Accuracy (%): 56.560001373291016 	 Test Accuracy (%): 46.75	 gHg: 47.51747131347656	 smoothness 18.492563247680664	 sharpness 27.85898208618164
==> Epoch 1239/2000
==> Test
Train Loss 1.2014923095703125	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 46.77000045776367	 gHg: 42.19255828857422	 smoothness 18.702119827270508	 sharpness 25.5253963470459
==> Epoch 1240/2000
==> Test
Train Loss 1.2011232376098633	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 46.849998474121094	 gHg: 42.50749969482422	 smoothness 18.53655242919922	 sharpness 27.294233322143555
==> Epoch 1241/2000
==> Test
Train Loss 1.1984654664993286	 Train Accuracy (%): 56.81999969482422 	 Test Accuracy (%): 46.66999816894531	 gHg: 45.18635940551758	 smoothness 19.186845779418945	 sharpness 26.650480270385742
==> Epoch 1242/2000
==> Test
Train Loss 1.2044556140899658	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 46.279998779296875	 gHg: 49.67205810546875	 smoothness 19.23883628845215	 sharpness 27.715272903442383
==> Epoch 1243/2000
==> Test
Train Loss 1.2172280550003052	 Train Accuracy (%): 55.880001068115234 	 Test Accuracy (%): 46.220001220703125	 gHg: 58.10870361328125	 smoothness 19.661069869995117	 sharpness 27.407665252685547
==> Epoch 1244/2000
==> Test
Train Loss 1.2212915420532227	 Train Accuracy (%): 55.459999084472656 	 Test Accuracy (%): 46.15999984741211	 gHg: 72.53065490722656	 smoothness 19.79649543762207	 sharpness 30.0919246673584
==> Epoch 1245/2000
==> Test
Train Loss 1.2298582792282104	 Train Accuracy (%): 55.41999816894531 	 Test Accuracy (%): 46.06999969482422	 gHg: 68.24703216552734	 smoothness 19.322032928466797	 sharpness 28.09505271911621
==> Epoch 1246/2000
==> Test
Train Loss 1.2269936800003052	 Train Accuracy (%): 55.70000076293945 	 Test Accuracy (%): 46.0099983215332	 gHg: 68.22494506835938	 smoothness 18.866806030273438	 sharpness 29.745439529418945
==> Epoch 1247/2000
==> Test
Train Loss 1.2270028591156006	 Train Accuracy (%): 56.540000915527344 	 Test Accuracy (%): 46.869998931884766	 gHg: 51.95817184448242	 smoothness 18.50688362121582	 sharpness 26.508277893066406
==> Epoch 1248/2000
==> Test
Train Loss 1.197767734527588	 Train Accuracy (%): 56.939998626708984 	 Test Accuracy (%): 46.900001525878906	 gHg: 59.23771667480469	 smoothness 18.84438705444336	 sharpness 29.069002151489258
==> Epoch 1249/2000
==> Test
Train Loss 1.204655647277832	 Train Accuracy (%): 57.040000915527344 	 Test Accuracy (%): 47.04999923706055	 gHg: 41.3354606628418	 smoothness 18.408159255981445	 sharpness 25.83505630493164
==> Epoch 1250/2000
==> Test
Train Loss 1.1855244636535645	 Train Accuracy (%): 57.220001220703125 	 Test Accuracy (%): 47.630001068115234	 gHg: 43.93073654174805	 smoothness 18.233531951904297	 sharpness 28.27137565612793
==> Epoch 1251/2000
==> Test
Train Loss 1.1941505670547485	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 46.939998626708984	 gHg: 38.8681755065918	 smoothness 18.69646453857422	 sharpness 26.072853088378906
==> Epoch 1252/2000
==> Test
Train Loss 1.1842888593673706	 Train Accuracy (%): 57.52000045776367 	 Test Accuracy (%): 47.599998474121094	 gHg: 43.550697326660156	 smoothness 18.639768600463867	 sharpness 28.087203979492188
==> Epoch 1253/2000
==> Test
Train Loss 1.2009673118591309	 Train Accuracy (%): 57.959999084472656 	 Test Accuracy (%): 46.93000030517578	 gHg: 50.90318298339844	 smoothness 19.452707290649414	 sharpness 27.700136184692383
==> Epoch 1254/2000
==> Test
Train Loss 1.202700138092041	 Train Accuracy (%): 57.220001220703125 	 Test Accuracy (%): 47.36000061035156	 gHg: 54.277069091796875	 smoothness 19.44779396057129	 sharpness 29.148935317993164
==> Epoch 1255/2000
==> Test
Train Loss 1.2001464366912842	 Train Accuracy (%): 58.0 	 Test Accuracy (%): 46.27000045776367	 gHg: 61.560935974121094	 smoothness 19.2888240814209	 sharpness 28.58837127685547
==> Epoch 1256/2000
==> Test
Train Loss 1.2095115184783936	 Train Accuracy (%): 57.119998931884766 	 Test Accuracy (%): 47.7400016784668	 gHg: 57.33037185668945	 smoothness 19.193988800048828	 sharpness 28.675125122070312
==> Epoch 1257/2000
==> Test
Train Loss 1.2191811800003052	 Train Accuracy (%): 57.20000076293945 	 Test Accuracy (%): 46.310001373291016	 gHg: 69.27397918701172	 smoothness 19.405494689941406	 sharpness 28.798213958740234
==> Epoch 1258/2000
==> Test
Train Loss 1.2269346714019775	 Train Accuracy (%): 56.15999984741211 	 Test Accuracy (%): 47.02000045776367	 gHg: 61.25122833251953	 smoothness 19.17275619506836	 sharpness 28.779613494873047
==> Epoch 1259/2000
==> Test
Train Loss 1.2210334539413452	 Train Accuracy (%): 56.720001220703125 	 Test Accuracy (%): 46.369998931884766	 gHg: 63.92768096923828	 smoothness 18.91160011291504	 sharpness 28.162887573242188
==> Epoch 1260/2000
==> Test
Train Loss 1.2112770080566406	 Train Accuracy (%): 57.0 	 Test Accuracy (%): 47.220001220703125	 gHg: 54.91913604736328	 smoothness 18.743642807006836	 sharpness 27.106338500976562
==> Epoch 1261/2000
==> Test
Train Loss 1.1974056959152222	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 47.18000030517578	 gHg: 48.28837966918945	 smoothness 18.409290313720703	 sharpness 27.391218185424805
==> Epoch 1262/2000
==> Test
Train Loss 1.194338321685791	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 47.060001373291016	 gHg: 43.88168716430664	 smoothness 18.568445205688477	 sharpness 25.9595890045166
==> Epoch 1263/2000
==> Test
Train Loss 1.1819677352905273	 Train Accuracy (%): 57.279998779296875 	 Test Accuracy (%): 47.0099983215332	 gHg: 43.03295135498047	 smoothness 18.646432876586914	 sharpness 27.190553665161133
==> Epoch 1264/2000
==> Test
Train Loss 1.1829534769058228	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 47.08000183105469	 gHg: 44.85961151123047	 smoothness 18.800689697265625	 sharpness 27.055736541748047
==> Epoch 1265/2000
==> Test
Train Loss 1.186537265777588	 Train Accuracy (%): 57.63999938964844 	 Test Accuracy (%): 46.90999984741211	 gHg: 42.685768127441406	 smoothness 18.81797218322754	 sharpness 26.45199966430664
==> Epoch 1266/2000
==> Test
Train Loss 1.1803240776062012	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 46.810001373291016	 gHg: 50.4262809753418	 smoothness 19.190284729003906	 sharpness 27.878616333007812
==> Epoch 1267/2000
==> Test
Train Loss 1.1978561878204346	 Train Accuracy (%): 56.5 	 Test Accuracy (%): 46.72999954223633	 gHg: 45.481719970703125	 smoothness 18.88249397277832	 sharpness 27.21636199951172
==> Epoch 1268/2000
==> Test
Train Loss 1.206024169921875	 Train Accuracy (%): 56.7400016784668 	 Test Accuracy (%): 46.91999816894531	 gHg: 47.914546966552734	 smoothness 18.822200775146484	 sharpness 28.136728286743164
==> Epoch 1269/2000
==> Test
Train Loss 1.1913387775421143	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 46.939998626708984	 gHg: 47.35151672363281	 smoothness 19.02846908569336	 sharpness 28.510602951049805
==> Epoch 1270/2000
==> Test
Train Loss 1.18561851978302	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 46.54999923706055	 gHg: 45.35972595214844	 smoothness 18.81644058227539	 sharpness 27.194753646850586
==> Epoch 1271/2000
==> Test
Train Loss 1.197654366493225	 Train Accuracy (%): 56.2599983215332 	 Test Accuracy (%): 46.790000915527344	 gHg: 49.311798095703125	 smoothness 19.010404586791992	 sharpness 28.450328826904297
==> Epoch 1272/2000
==> Test
Train Loss 1.2053837776184082	 Train Accuracy (%): 56.900001525878906 	 Test Accuracy (%): 46.81999969482422	 gHg: 41.920291900634766	 smoothness 18.742820739746094	 sharpness 26.478185653686523
==> Epoch 1273/2000
==> Test
Train Loss 1.1932868957519531	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 46.7599983215332	 gHg: 50.319026947021484	 smoothness 18.656179428100586	 sharpness 29.88020133972168
==> Epoch 1274/2000
==> Test
Train Loss 1.1995182037353516	 Train Accuracy (%): 56.52000045776367 	 Test Accuracy (%): 46.72999954223633	 gHg: 37.71647644042969	 smoothness 18.624664306640625	 sharpness 25.523906707763672
==> Epoch 1275/2000
==> Test
Train Loss 1.1763547658920288	 Train Accuracy (%): 57.720001220703125 	 Test Accuracy (%): 46.79999923706055	 gHg: 61.493465423583984	 smoothness 19.457273483276367	 sharpness 31.575279235839844
==> Epoch 1276/2000
==> Test
Train Loss 1.2058820724487305	 Train Accuracy (%): 56.58000183105469 	 Test Accuracy (%): 46.79999923706055	 gHg: 43.095279693603516	 smoothness 19.00800132751465	 sharpness 26.016162872314453
==> Epoch 1277/2000
==> Test
Train Loss 1.1944245100021362	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 47.13999938964844	 gHg: 56.82026672363281	 smoothness 18.684192657470703	 sharpness 31.682552337646484
==> Epoch 1278/2000
==> Test
Train Loss 1.195556640625	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 46.959999084472656	 gHg: 41.13216018676758	 smoothness 18.866893768310547	 sharpness 24.97392463684082
==> Epoch 1279/2000
==> Test
Train Loss 1.174648642539978	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 47.060001373291016	 gHg: 45.749237060546875	 smoothness 18.37552261352539	 sharpness 30.37211799621582
==> Epoch 1280/2000
==> Test
Train Loss 1.194319486618042	 Train Accuracy (%): 57.41999816894531 	 Test Accuracy (%): 47.040000915527344	 gHg: 43.50598907470703	 smoothness 18.977170944213867	 sharpness 25.937339782714844
==> Epoch 1281/2000
==> Test
Train Loss 1.177697777748108	 Train Accuracy (%): 58.400001525878906 	 Test Accuracy (%): 46.54999923706055	 gHg: 50.95050811767578	 smoothness 19.194000244140625	 sharpness 30.355276107788086
==> Epoch 1282/2000
==> Test
Train Loss 1.1941351890563965	 Train Accuracy (%): 57.63999938964844 	 Test Accuracy (%): 47.119998931884766	 gHg: 48.55543518066406	 smoothness 19.034862518310547	 sharpness 26.436023712158203
==> Epoch 1283/2000
==> Test
Train Loss 1.1810308694839478	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 46.599998474121094	 gHg: 50.817718505859375	 smoothness 18.9420166015625	 sharpness 30.712501525878906
==> Epoch 1284/2000
==> Test
Train Loss 1.191770315170288	 Train Accuracy (%): 57.560001373291016 	 Test Accuracy (%): 47.09000015258789	 gHg: 44.62448501586914	 smoothness 18.724912643432617	 sharpness 26.57253646850586
==> Epoch 1285/2000
==> Test
Train Loss 1.182587742805481	 Train Accuracy (%): 57.380001068115234 	 Test Accuracy (%): 46.400001525878906	 gHg: 47.95672607421875	 smoothness 18.834810256958008	 sharpness 30.854604721069336
==> Epoch 1286/2000
==> Test
Train Loss 1.1930114030838013	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 46.90999984741211	 gHg: 45.86635208129883	 smoothness 19.024261474609375	 sharpness 26.059289932250977
==> Epoch 1287/2000
==> Test
Train Loss 1.1771323680877686	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 46.40999984741211	 gHg: 49.3954963684082	 smoothness 18.817903518676758	 sharpness 28.606826782226562
==> Epoch 1288/2000
==> Test
Train Loss 1.1799380779266357	 Train Accuracy (%): 57.65999984741211 	 Test Accuracy (%): 47.279998779296875	 gHg: 46.41018295288086	 smoothness 18.872711181640625	 sharpness 27.285751342773438
==> Epoch 1289/2000
==> Test
Train Loss 1.1839543581008911	 Train Accuracy (%): 57.540000915527344 	 Test Accuracy (%): 46.630001068115234	 gHg: 50.536529541015625	 smoothness 18.918489456176758	 sharpness 30.337228775024414
==> Epoch 1290/2000
==> Test
Train Loss 1.1944949626922607	 Train Accuracy (%): 57.220001220703125 	 Test Accuracy (%): 46.58000183105469	 gHg: 48.82023239135742	 smoothness 19.03449821472168	 sharpness 28.478771209716797
==> Epoch 1291/2000
==> Test
Train Loss 1.1846004724502563	 Train Accuracy (%): 57.68000030517578 	 Test Accuracy (%): 46.959999084472656	 gHg: 59.86054229736328	 smoothness 19.05895233154297	 sharpness 30.649133682250977
==> Epoch 1292/2000
==> Test
Train Loss 1.1942553520202637	 Train Accuracy (%): 56.5 	 Test Accuracy (%): 46.209999084472656	 gHg: 53.62258529663086	 smoothness 19.22391128540039	 sharpness 26.552135467529297
==> Epoch 1293/2000
==> Test
Train Loss 1.1997379064559937	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 46.349998474121094	 gHg: 76.79287719726562	 smoothness 19.73959732055664	 sharpness 30.32680320739746
==> Epoch 1294/2000
==> Test
Train Loss 1.2337615489959717	 Train Accuracy (%): 55.34000015258789 	 Test Accuracy (%): 45.0	 gHg: 85.4166030883789	 smoothness 19.828983306884766	 sharpness 30.07933807373047
==> Epoch 1295/2000
==> Test
Train Loss 1.2425559759140015	 Train Accuracy (%): 55.720001220703125 	 Test Accuracy (%): 46.22999954223633	 gHg: 71.83354949951172	 smoothness 18.788921356201172	 sharpness 28.460344314575195
==> Epoch 1296/2000
==> Test
Train Loss 1.2100971937179565	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 45.75	 gHg: 63.1156120300293	 smoothness 18.27394676208496	 sharpness 28.27973747253418
==> Epoch 1297/2000
==> Test
Train Loss 1.1986145973205566	 Train Accuracy (%): 57.31999969482422 	 Test Accuracy (%): 46.810001373291016	 gHg: 49.811981201171875	 smoothness 18.33829116821289	 sharpness 27.740562438964844
==> Epoch 1298/2000
==> Test
Train Loss 1.1895537376403809	 Train Accuracy (%): 57.959999084472656 	 Test Accuracy (%): 46.099998474121094	 gHg: 49.3590087890625	 smoothness 18.385757446289062	 sharpness 28.718931198120117
==> Epoch 1299/2000
==> Test
Train Loss 1.1755272150039673	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 47.08000183105469	 gHg: 36.35566711425781	 smoothness 18.34001922607422	 sharpness 27.76328468322754
==> Epoch 1300/2000
==> Test
Train Loss 1.1570090055465698	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.459999084472656	 gHg: 39.2342414855957	 smoothness 18.43254852294922	 sharpness 28.31919288635254
==> Epoch 1301/2000
==> Test
Train Loss 1.169743537902832	 Train Accuracy (%): 58.65999984741211 	 Test Accuracy (%): 47.290000915527344	 gHg: 31.268692016601562	 smoothness 18.300636291503906	 sharpness 25.734209060668945
==> Epoch 1302/2000
==> Test
Train Loss 1.1643056869506836	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 46.400001525878906	 gHg: 32.629207611083984	 smoothness 18.13161277770996	 sharpness 28.38962745666504
==> Epoch 1303/2000
==> Test
Train Loss 1.1591018438339233	 Train Accuracy (%): 58.84000015258789 	 Test Accuracy (%): 47.040000915527344	 gHg: 36.692718505859375	 smoothness 18.731727600097656	 sharpness 29.080141067504883
==> Epoch 1304/2000
==> Test
Train Loss 1.1756999492645264	 Train Accuracy (%): 57.599998474121094 	 Test Accuracy (%): 46.2599983215332	 gHg: 40.333038330078125	 smoothness 19.064735412597656	 sharpness 28.341890335083008
==> Epoch 1305/2000
==> Test
Train Loss 1.1706124544143677	 Train Accuracy (%): 58.02000045776367 	 Test Accuracy (%): 46.91999816894531	 gHg: 51.04872131347656	 smoothness 19.703752517700195	 sharpness 30.19228172302246
==> Epoch 1306/2000
==> Test
Train Loss 1.1946284770965576	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 45.84000015258789	 gHg: 60.3121452331543	 smoothness 19.763652801513672	 sharpness 29.54148292541504
==> Epoch 1307/2000
==> Test
Train Loss 1.1967679262161255	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 46.79999923706055	 gHg: 63.92945861816406	 smoothness 19.274866104125977	 sharpness 31.39224624633789
==> Epoch 1308/2000
==> Test
Train Loss 1.190017580986023	 Train Accuracy (%): 57.2400016784668 	 Test Accuracy (%): 45.959999084472656	 gHg: 60.59416198730469	 smoothness 18.979228973388672	 sharpness 29.44650650024414
==> Epoch 1309/2000
==> Test
Train Loss 1.2088176012039185	 Train Accuracy (%): 56.97999954223633 	 Test Accuracy (%): 46.459999084472656	 gHg: 78.14828491210938	 smoothness 19.5816650390625	 sharpness 31.099952697753906
==> Epoch 1310/2000
==> Test
Train Loss 1.2184314727783203	 Train Accuracy (%): 56.20000076293945 	 Test Accuracy (%): 45.90999984741211	 gHg: 64.81884002685547	 smoothness 19.22566795349121	 sharpness 28.874582290649414
==> Epoch 1311/2000
==> Test
Train Loss 1.2034751176834106	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 46.630001068115234	 gHg: 93.29237365722656	 smoothness 19.344465255737305	 sharpness 30.217134475708008
==> Epoch 1312/2000
==> Test
Train Loss 1.243680715560913	 Train Accuracy (%): 56.2400016784668 	 Test Accuracy (%): 45.36000061035156	 gHg: 70.48802185058594	 smoothness 19.331876754760742	 sharpness 26.68461036682129
==> Epoch 1313/2000
==> Test
Train Loss 1.2247846126556396	 Train Accuracy (%): 56.779998779296875 	 Test Accuracy (%): 46.59000015258789	 gHg: 116.6300048828125	 smoothness 19.480205535888672	 sharpness 31.41707992553711
==> Epoch 1314/2000
==> Test
Train Loss 1.259094476699829	 Train Accuracy (%): 55.65999984741211 	 Test Accuracy (%): 45.09000015258789	 gHg: 71.8168716430664	 smoothness 19.15776824951172	 sharpness 27.314559936523438
==> Epoch 1315/2000
==> Test
Train Loss 1.2243022918701172	 Train Accuracy (%): 57.459999084472656 	 Test Accuracy (%): 46.5	 gHg: 114.37702941894531	 smoothness 19.150110244750977	 sharpness 31.81915283203125
==> Epoch 1316/2000
==> Test
Train Loss 1.251190185546875	 Train Accuracy (%): 55.70000076293945 	 Test Accuracy (%): 45.349998474121094	 gHg: 62.13292694091797	 smoothness 18.601638793945312	 sharpness 26.237741470336914
==> Epoch 1317/2000
==> Test
Train Loss 1.1903109550476074	 Train Accuracy (%): 57.79999923706055 	 Test Accuracy (%): 47.31999969482422	 gHg: 67.7691650390625	 smoothness 17.858009338378906	 sharpness 28.53187370300293
==> Epoch 1318/2000
==> Test
Train Loss 1.190062165260315	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 45.439998626708984	 gHg: 54.165199279785156	 smoothness 18.967130661010742	 sharpness 27.55725860595703
==> Epoch 1319/2000
==> Test
Train Loss 1.1902803182601929	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 47.68000030517578	 gHg: 67.83842468261719	 smoothness 19.224599838256836	 sharpness 27.936553955078125
==> Epoch 1320/2000
==> Test
Train Loss 1.2028694152832031	 Train Accuracy (%): 56.599998474121094 	 Test Accuracy (%): 45.29999923706055	 gHg: 60.96074295043945	 smoothness 19.26579475402832	 sharpness 29.048402786254883
==> Epoch 1321/2000
==> Test
Train Loss 1.1923753023147583	 Train Accuracy (%): 57.939998626708984 	 Test Accuracy (%): 47.720001220703125	 gHg: 63.316707611083984	 smoothness 19.009239196777344	 sharpness 28.76239013671875
==> Epoch 1322/2000
==> Test
Train Loss 1.190020203590393	 Train Accuracy (%): 57.29999923706055 	 Test Accuracy (%): 45.369998931884766	 gHg: 57.00934982299805	 smoothness 18.8709659576416	 sharpness 29.134296417236328
==> Epoch 1323/2000
==> Test
Train Loss 1.1924095153808594	 Train Accuracy (%): 58.02000045776367 	 Test Accuracy (%): 47.81999969482422	 gHg: 49.6573486328125	 smoothness 18.512943267822266	 sharpness 27.410930633544922
==> Epoch 1324/2000
==> Test
Train Loss 1.186195731163025	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 45.900001525878906	 gHg: 44.59471893310547	 smoothness 18.559568405151367	 sharpness 28.06561279296875
==> Epoch 1325/2000
==> Test
Train Loss 1.1671713590621948	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 47.93000030517578	 gHg: 37.550559997558594	 smoothness 18.225555419921875	 sharpness 26.584678649902344
==> Epoch 1326/2000
==> Test
Train Loss 1.1736551523208618	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 45.81999969482422	 gHg: 38.63675308227539	 smoothness 18.470428466796875	 sharpness 27.77505874633789
==> Epoch 1327/2000
==> Test
Train Loss 1.1635310649871826	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 48.209999084472656	 gHg: 36.546321868896484	 smoothness 18.770416259765625	 sharpness 26.153470993041992
==> Epoch 1328/2000
==> Test
Train Loss 1.1610312461853027	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 45.91999816894531	 gHg: 37.11562728881836	 smoothness 18.505752563476562	 sharpness 28.054746627807617
==> Epoch 1329/2000
==> Test
Train Loss 1.1597168445587158	 Train Accuracy (%): 58.779998779296875 	 Test Accuracy (%): 47.849998474121094	 gHg: 33.61808395385742	 smoothness 18.584232330322266	 sharpness 26.963462829589844
==> Epoch 1330/2000
==> Test
Train Loss 1.146734595298767	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 46.209999084472656	 gHg: 34.851654052734375	 smoothness 18.438966751098633	 sharpness 28.456302642822266
==> Epoch 1331/2000
==> Test
Train Loss 1.1594370603561401	 Train Accuracy (%): 58.619998931884766 	 Test Accuracy (%): 48.220001220703125	 gHg: 34.69895935058594	 smoothness 18.71965980529785	 sharpness 28.022119522094727
==> Epoch 1332/2000
==> Test
Train Loss 1.152282953262329	 Train Accuracy (%): 59.15999984741211 	 Test Accuracy (%): 46.220001220703125	 gHg: 40.51012420654297	 smoothness 19.08872413635254	 sharpness 29.159034729003906
==> Epoch 1333/2000
==> Test
Train Loss 1.1748720407485962	 Train Accuracy (%): 57.97999954223633 	 Test Accuracy (%): 48.0099983215332	 gHg: 50.687660217285156	 smoothness 19.695215225219727	 sharpness 29.914220809936523
==> Epoch 1334/2000
==> Test
Train Loss 1.1842443943023682	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 45.709999084472656	 gHg: 59.273529052734375	 smoothness 19.824010848999023	 sharpness 30.28212547302246
==> Epoch 1335/2000
==> Test
Train Loss 1.1944977045059204	 Train Accuracy (%): 57.52000045776367 	 Test Accuracy (%): 47.630001068115234	 gHg: 70.83349609375	 smoothness 19.539405822753906	 sharpness 31.817127227783203
==> Epoch 1336/2000
==> Test
Train Loss 1.1890515089035034	 Train Accuracy (%): 57.880001068115234 	 Test Accuracy (%): 45.79999923706055	 gHg: 63.6759033203125	 smoothness 19.206491470336914	 sharpness 30.809370040893555
==> Epoch 1337/2000
==> Test
Train Loss 1.1962907314300537	 Train Accuracy (%): 56.79999923706055 	 Test Accuracy (%): 47.040000915527344	 gHg: 81.1710205078125	 smoothness 19.468521118164062	 sharpness 31.864633560180664
==> Epoch 1338/2000
==> Test
Train Loss 1.2069796323776245	 Train Accuracy (%): 56.7599983215332 	 Test Accuracy (%): 46.029998779296875	 gHg: 61.709999084472656	 smoothness 18.906692504882812	 sharpness 29.754274368286133
==> Epoch 1339/2000
==> Test
Train Loss 1.1902801990509033	 Train Accuracy (%): 56.58000183105469 	 Test Accuracy (%): 46.689998626708984	 gHg: 66.69058227539062	 smoothness 18.719411849975586	 sharpness 29.588699340820312
==> Epoch 1340/2000
==> Test
Train Loss 1.202470064163208	 Train Accuracy (%): 57.220001220703125 	 Test Accuracy (%): 46.31999969482422	 gHg: 59.90129089355469	 smoothness 19.036090850830078	 sharpness 28.430797576904297
==> Epoch 1341/2000
==> Test
Train Loss 1.1945477724075317	 Train Accuracy (%): 56.41999816894531 	 Test Accuracy (%): 45.720001220703125	 gHg: 66.51313018798828	 smoothness 18.922788619995117	 sharpness 28.277780532836914
==> Epoch 1342/2000
==> Test
Train Loss 1.196726679801941	 Train Accuracy (%): 57.08000183105469 	 Test Accuracy (%): 46.119998931884766	 gHg: 55.25979232788086	 smoothness 18.854612350463867	 sharpness 27.942014694213867
==> Epoch 1343/2000
==> Test
Train Loss 1.179057002067566	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 46.209999084472656	 gHg: 65.14490509033203	 smoothness 19.070941925048828	 sharpness 28.430246353149414
==> Epoch 1344/2000
==> Test
Train Loss 1.1938729286193848	 Train Accuracy (%): 57.0 	 Test Accuracy (%): 46.290000915527344	 gHg: 60.806800842285156	 smoothness 19.199371337890625	 sharpness 28.13253402709961
==> Epoch 1345/2000
==> Test
Train Loss 1.1842718124389648	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 46.54999923706055	 gHg: 64.83070373535156	 smoothness 18.885950088500977	 sharpness 30.06010627746582
==> Epoch 1346/2000
==> Test
Train Loss 1.1814041137695312	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 46.63999938964844	 gHg: 58.82107162475586	 smoothness 18.8001766204834	 sharpness 26.581623077392578
==> Epoch 1347/2000
==> Test
Train Loss 1.183478832244873	 Train Accuracy (%): 57.86000061035156 	 Test Accuracy (%): 46.279998779296875	 gHg: 67.3780746459961	 smoothness 19.288328170776367	 sharpness 29.88239097595215
==> Epoch 1348/2000
==> Test
Train Loss 1.2150379419326782	 Train Accuracy (%): 56.939998626708984 	 Test Accuracy (%): 46.54999923706055	 gHg: 89.75101470947266	 smoothness 19.78032684326172	 sharpness 31.4070987701416
==> Epoch 1349/2000
==> Test
Train Loss 1.2254599332809448	 Train Accuracy (%): 57.02000045776367 	 Test Accuracy (%): 46.130001068115234	 gHg: 72.8874282836914	 smoothness 19.138797760009766	 sharpness 28.39958381652832
==> Epoch 1350/2000
==> Test
Train Loss 1.2009879350662231	 Train Accuracy (%): 57.41999816894531 	 Test Accuracy (%): 46.900001525878906	 gHg: 99.64109802246094	 smoothness 19.456056594848633	 sharpness 29.65366554260254
==> Epoch 1351/2000
==> Test
Train Loss 1.225786566734314	 Train Accuracy (%): 57.2599983215332 	 Test Accuracy (%): 46.029998779296875	 gHg: 83.19058227539062	 smoothness 19.30463409423828	 sharpness 28.989892959594727
==> Epoch 1352/2000
==> Test
Train Loss 1.2096776962280273	 Train Accuracy (%): 56.18000030517578 	 Test Accuracy (%): 46.849998474121094	 gHg: 76.42601013183594	 smoothness 18.42011833190918	 sharpness 27.848838806152344
==> Epoch 1353/2000
==> Test
Train Loss 1.2029162645339966	 Train Accuracy (%): 56.84000015258789 	 Test Accuracy (%): 46.310001373291016	 gHg: 64.63313293457031	 smoothness 18.711374282836914	 sharpness 28.67023468017578
==> Epoch 1354/2000
==> Test
Train Loss 1.1985182762145996	 Train Accuracy (%): 57.41999816894531 	 Test Accuracy (%): 46.7599983215332	 gHg: 59.608436584472656	 smoothness 18.63896942138672	 sharpness 28.446151733398438
==> Epoch 1355/2000
==> Test
Train Loss 1.19209623336792	 Train Accuracy (%): 58.86000061035156 	 Test Accuracy (%): 47.0	 gHg: 43.982765197753906	 smoothness 18.091251373291016	 sharpness 27.1813907623291
==> Epoch 1356/2000
==> Test
Train Loss 1.1695791482925415	 Train Accuracy (%): 57.41999816894531 	 Test Accuracy (%): 46.540000915527344	 gHg: 37.95716094970703	 smoothness 17.874061584472656	 sharpness 27.32100486755371
==> Epoch 1357/2000
==> Test
Train Loss 1.1472525596618652	 Train Accuracy (%): 59.380001068115234 	 Test Accuracy (%): 47.34000015258789	 gHg: 30.42696762084961	 smoothness 17.910938262939453	 sharpness 27.379043579101562
==> Epoch 1358/2000
==> Test
Train Loss 1.1548174619674683	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 46.86000061035156	 gHg: 27.743927001953125	 smoothness 17.709688186645508	 sharpness 26.78287124633789
==> Epoch 1359/2000
==> Test
Train Loss 1.1421338319778442	 Train Accuracy (%): 59.58000183105469 	 Test Accuracy (%): 47.040000915527344	 gHg: 27.355499267578125	 smoothness 18.32782554626465	 sharpness 26.62623405456543
==> Epoch 1360/2000
==> Test
Train Loss 1.1366404294967651	 Train Accuracy (%): 58.91999816894531 	 Test Accuracy (%): 46.29999923706055	 gHg: 35.56072235107422	 smoothness 18.946449279785156	 sharpness 25.384380340576172
==> Epoch 1361/2000
==> Test
Train Loss 1.146252989768982	 Train Accuracy (%): 59.34000015258789 	 Test Accuracy (%): 46.90999984741211	 gHg: 43.033172607421875	 smoothness 19.57448959350586	 sharpness 28.042335510253906
==> Epoch 1362/2000
==> Test
Train Loss 1.1814513206481934	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 45.68000030517578	 gHg: 54.129173278808594	 smoothness 19.67562484741211	 sharpness 28.805253982543945
==> Epoch 1363/2000
==> Test
Train Loss 1.1706302165985107	 Train Accuracy (%): 58.31999969482422 	 Test Accuracy (%): 46.84000015258789	 gHg: 63.35415267944336	 smoothness 19.70760154724121	 sharpness 28.221445083618164
==> Epoch 1364/2000
==> Test
Train Loss 1.1855422258377075	 Train Accuracy (%): 57.13999938964844 	 Test Accuracy (%): 45.529998779296875	 gHg: 69.0609130859375	 smoothness 19.78580093383789	 sharpness 28.94200325012207
==> Epoch 1365/2000
==> Test
Train Loss 1.2006380558013916	 Train Accuracy (%): 56.540000915527344 	 Test Accuracy (%): 46.7599983215332	 gHg: 80.43115234375	 smoothness 19.747724533081055	 sharpness 28.61599349975586
==> Epoch 1366/2000
==> Test
Train Loss 1.2219862937927246	 Train Accuracy (%): 56.380001068115234 	 Test Accuracy (%): 44.849998474121094	 gHg: 81.10472869873047	 smoothness 19.309267044067383	 sharpness 29.41290283203125
==> Epoch 1367/2000
==> Test
Train Loss 1.2116882801055908	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 47.29999923706055	 gHg: 70.459716796875	 smoothness 18.576080322265625	 sharpness 26.395183563232422
==> Epoch 1368/2000
==> Test
Train Loss 1.1926720142364502	 Train Accuracy (%): 57.08000183105469 	 Test Accuracy (%): 45.4900016784668	 gHg: 63.319435119628906	 smoothness 18.62433624267578	 sharpness 27.75057601928711
==> Epoch 1369/2000
==> Test
Train Loss 1.190549373626709	 Train Accuracy (%): 57.68000030517578 	 Test Accuracy (%): 47.90999984741211	 gHg: 66.562744140625	 smoothness 19.000043869018555	 sharpness 28.759309768676758
==> Epoch 1370/2000
==> Test
Train Loss 1.18544340133667	 Train Accuracy (%): 57.52000045776367 	 Test Accuracy (%): 45.90999984741211	 gHg: 54.14033508300781	 smoothness 18.640832901000977	 sharpness 29.236934661865234
==> Epoch 1371/2000
==> Test
Train Loss 1.1753222942352295	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 47.91999816894531	 gHg: 58.207122802734375	 smoothness 18.780956268310547	 sharpness 29.242273330688477
==> Epoch 1372/2000
==> Test
Train Loss 1.1675426959991455	 Train Accuracy (%): 58.97999954223633 	 Test Accuracy (%): 46.220001220703125	 gHg: 50.736717224121094	 smoothness 18.632549285888672	 sharpness 31.156587600708008
==> Epoch 1373/2000
==> Test
Train Loss 1.1626211404800415	 Train Accuracy (%): 59.060001373291016 	 Test Accuracy (%): 48.060001373291016	 gHg: 41.28972244262695	 smoothness 18.33786392211914	 sharpness 28.266637802124023
==> Epoch 1374/2000
==> Test
Train Loss 1.1517940759658813	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 46.34000015258789	 gHg: 49.151432037353516	 smoothness 18.842405319213867	 sharpness 30.824613571166992
==> Epoch 1375/2000
==> Test
Train Loss 1.169625997543335	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 47.75	 gHg: 43.31288146972656	 smoothness 18.98253059387207	 sharpness 28.16038703918457
==> Epoch 1376/2000
==> Test
Train Loss 1.1617915630340576	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 46.470001220703125	 gHg: 53.60057067871094	 smoothness 19.016002655029297	 sharpness 30.505001068115234
==> Epoch 1377/2000
==> Test
Train Loss 1.1684643030166626	 Train Accuracy (%): 58.58000183105469 	 Test Accuracy (%): 47.43000030517578	 gHg: 48.52925109863281	 smoothness 19.102102279663086	 sharpness 29.14426612854004
==> Epoch 1378/2000
==> Test
Train Loss 1.1631417274475098	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 46.689998626708984	 gHg: 61.28990936279297	 smoothness 19.20673179626465	 sharpness 30.985748291015625
==> Epoch 1379/2000
==> Test
Train Loss 1.1772981882095337	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.400001525878906	 gHg: 57.52449417114258	 smoothness 19.40852165222168	 sharpness 28.826383590698242
==> Epoch 1380/2000
==> Test
Train Loss 1.178501009941101	 Train Accuracy (%): 57.040000915527344 	 Test Accuracy (%): 47.0	 gHg: 78.609619140625	 smoothness 19.442882537841797	 sharpness 32.93818664550781
==> Epoch 1381/2000
==> Test
Train Loss 1.1922227144241333	 Train Accuracy (%): 57.08000183105469 	 Test Accuracy (%): 46.08000183105469	 gHg: 61.736534118652344	 smoothness 19.079187393188477	 sharpness 28.66236686706543
==> Epoch 1382/2000
==> Test
Train Loss 1.174027681350708	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 46.84000015258789	 gHg: 66.86067962646484	 smoothness 18.711706161499023	 sharpness 31.10308074951172
==> Epoch 1383/2000
==> Test
Train Loss 1.1811164617538452	 Train Accuracy (%): 57.65999984741211 	 Test Accuracy (%): 46.150001525878906	 gHg: 57.978031158447266	 smoothness 18.89456558227539	 sharpness 28.955814361572266
==> Epoch 1384/2000
==> Test
Train Loss 1.1679487228393555	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 47.349998474121094	 gHg: 59.16426086425781	 smoothness 18.66205596923828	 sharpness 29.808408737182617
==> Epoch 1385/2000
==> Test
Train Loss 1.1730170249938965	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 46.58000183105469	 gHg: 54.994911193847656	 smoothness 18.852497100830078	 sharpness 25.967161178588867
==> Epoch 1386/2000
==> Test
Train Loss 1.1580537557601929	 Train Accuracy (%): 58.959999084472656 	 Test Accuracy (%): 47.65999984741211	 gHg: 58.71354675292969	 smoothness 18.988468170166016	 sharpness 29.136043548583984
==> Epoch 1387/2000
==> Test
Train Loss 1.1675022840499878	 Train Accuracy (%): 58.70000076293945 	 Test Accuracy (%): 46.560001373291016	 gHg: 54.985084533691406	 smoothness 19.02227020263672	 sharpness 27.496767044067383
==> Epoch 1388/2000
==> Test
Train Loss 1.175023078918457	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 47.9900016784668	 gHg: 60.97753143310547	 smoothness 18.975221633911133	 sharpness 28.784448623657227
==> Epoch 1389/2000
==> Test
Train Loss 1.1629693508148193	 Train Accuracy (%): 59.08000183105469 	 Test Accuracy (%): 46.040000915527344	 gHg: 55.56237030029297	 smoothness 19.181869506835938	 sharpness 26.3952579498291
==> Epoch 1390/2000
==> Test
Train Loss 1.168472409248352	 Train Accuracy (%): 58.52000045776367 	 Test Accuracy (%): 48.220001220703125	 gHg: 73.52369689941406	 smoothness 19.359939575195312	 sharpness 29.81342315673828
==> Epoch 1391/2000
==> Test
Train Loss 1.1851625442504883	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 46.279998779296875	 gHg: 49.44234085083008	 smoothness 18.74286460876465	 sharpness 25.89402198791504
==> Epoch 1392/2000
==> Test
Train Loss 1.1559680700302124	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 47.720001220703125	 gHg: 70.58366394042969	 smoothness 18.983320236206055	 sharpness 30.101608276367188
==> Epoch 1393/2000
==> Test
Train Loss 1.1811095476150513	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 46.439998626708984	 gHg: 43.81340789794922	 smoothness 18.849157333374023	 sharpness 25.778093338012695
==> Epoch 1394/2000
==> Test
Train Loss 1.1605808734893799	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 47.189998626708984	 gHg: 75.6806640625	 smoothness 19.262527465820312	 sharpness 31.074527740478516
==> Epoch 1395/2000
==> Test
Train Loss 1.1888138055801392	 Train Accuracy (%): 57.880001068115234 	 Test Accuracy (%): 46.459999084472656	 gHg: 48.960899353027344	 smoothness 19.161357879638672	 sharpness 25.771053314208984
==> Epoch 1396/2000
==> Test
Train Loss 1.1563652753829956	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 46.16999816894531	 gHg: 76.31124114990234	 smoothness 19.205944061279297	 sharpness 30.159587860107422
==> Epoch 1397/2000
==> Test
Train Loss 1.182672142982483	 Train Accuracy (%): 58.47999954223633 	 Test Accuracy (%): 46.060001373291016	 gHg: 56.685089111328125	 smoothness 19.052406311035156	 sharpness 26.196250915527344
==> Epoch 1398/2000
==> Test
Train Loss 1.164825439453125	 Train Accuracy (%): 58.0 	 Test Accuracy (%): 46.060001373291016	 gHg: 61.85111618041992	 smoothness 18.469104766845703	 sharpness 28.644760131835938
==> Epoch 1399/2000
==> Test
Train Loss 1.1640759706497192	 Train Accuracy (%): 57.439998626708984 	 Test Accuracy (%): 46.5099983215332	 gHg: 47.05773162841797	 smoothness 18.56751251220703	 sharpness 27.104948043823242
==> Epoch 1400/2000
==> Test
Train Loss 1.131798267364502	 Train Accuracy (%): 59.29999923706055 	 Test Accuracy (%): 46.560001373291016	 gHg: 44.120479583740234	 smoothness 18.249980926513672	 sharpness 27.877458572387695
==> Epoch 1401/2000
==> Test
Train Loss 1.1576719284057617	 Train Accuracy (%): 57.939998626708984 	 Test Accuracy (%): 46.869998931884766	 gHg: 40.436134338378906	 smoothness 18.622438430786133	 sharpness 27.587350845336914
==> Epoch 1402/2000
==> Test
Train Loss 1.1540778875350952	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 46.0099983215332	 gHg: 46.411766052246094	 smoothness 18.902137756347656	 sharpness 29.309715270996094
==> Epoch 1403/2000
==> Test
Train Loss 1.1381568908691406	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 46.790000915527344	 gHg: 41.66365432739258	 smoothness 18.66897201538086	 sharpness 28.01581382751465
==> Epoch 1404/2000
==> Test
Train Loss 1.138916015625	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 46.529998779296875	 gHg: 44.085838317871094	 smoothness 18.64558219909668	 sharpness 29.079011917114258
==> Epoch 1405/2000
==> Test
Train Loss 1.1491599082946777	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 46.83000183105469	 gHg: 44.07779312133789	 smoothness 19.07630157470703	 sharpness 28.8786678314209
==> Epoch 1406/2000
==> Test
Train Loss 1.1412603855133057	 Train Accuracy (%): 58.880001068115234 	 Test Accuracy (%): 46.34000015258789	 gHg: 49.8929443359375	 smoothness 19.026676177978516	 sharpness 29.67484474182129
==> Epoch 1407/2000
==> Test
Train Loss 1.1555075645446777	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 46.54999923706055	 gHg: 52.709754943847656	 smoothness 19.371845245361328	 sharpness 30.119304656982422
==> Epoch 1408/2000
==> Test
Train Loss 1.1673567295074463	 Train Accuracy (%): 57.81999969482422 	 Test Accuracy (%): 46.400001525878906	 gHg: 65.77505493164062	 smoothness 19.657678604125977	 sharpness 29.686803817749023
==> Epoch 1409/2000
==> Test
Train Loss 1.189478874206543	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 46.25	 gHg: 66.85420227050781	 smoothness 19.31505584716797	 sharpness 29.434907913208008
==> Epoch 1410/2000
==> Test
Train Loss 1.1769330501556396	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 46.22999954223633	 gHg: 76.34654998779297	 smoothness 19.40237808227539	 sharpness 29.208446502685547
==> Epoch 1411/2000
==> Test
Train Loss 1.1865214109420776	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 46.16999816894531	 gHg: 77.99348449707031	 smoothness 19.387197494506836	 sharpness 29.303627014160156
==> Epoch 1412/2000
==> Test
Train Loss 1.1833237409591675	 Train Accuracy (%): 57.599998474121094 	 Test Accuracy (%): 46.47999954223633	 gHg: 73.95465087890625	 smoothness 18.992786407470703	 sharpness 29.62364959716797
==> Epoch 1413/2000
==> Test
Train Loss 1.1768282651901245	 Train Accuracy (%): 58.2400016784668 	 Test Accuracy (%): 46.25	 gHg: 73.20783233642578	 smoothness 18.973453521728516	 sharpness 29.069551467895508
==> Epoch 1414/2000
==> Test
Train Loss 1.1677278280258179	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 46.81999969482422	 gHg: 70.50611877441406	 smoothness 18.981101989746094	 sharpness 29.456754684448242
==> Epoch 1415/2000
==> Test
Train Loss 1.1824370622634888	 Train Accuracy (%): 57.15999984741211 	 Test Accuracy (%): 46.11000061035156	 gHg: 62.313865661621094	 smoothness 18.77180290222168	 sharpness 28.115203857421875
==> Epoch 1416/2000
==> Test
Train Loss 1.1636619567871094	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 46.869998931884766	 gHg: 69.1651611328125	 smoothness 19.167924880981445	 sharpness 30.186962127685547
==> Epoch 1417/2000
==> Test
Train Loss 1.182958722114563	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 45.70000076293945	 gHg: 65.40663146972656	 smoothness 19.10568618774414	 sharpness 29.61214256286621
==> Epoch 1418/2000
==> Test
Train Loss 1.1750134229660034	 Train Accuracy (%): 58.040000915527344 	 Test Accuracy (%): 46.91999816894531	 gHg: 59.05889129638672	 smoothness 18.778831481933594	 sharpness 28.4521427154541
==> Epoch 1419/2000
==> Test
Train Loss 1.1919691562652588	 Train Accuracy (%): 56.5 	 Test Accuracy (%): 45.470001220703125	 gHg: 61.53169250488281	 smoothness 18.912033081054688	 sharpness 28.065357208251953
==> Epoch 1420/2000
==> Test
Train Loss 1.1779224872589111	 Train Accuracy (%): 57.52000045776367 	 Test Accuracy (%): 47.27000045776367	 gHg: 57.542579650878906	 smoothness 18.834924697875977	 sharpness 27.914165496826172
==> Epoch 1421/2000
==> Test
Train Loss 1.152389645576477	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 46.380001068115234	 gHg: 50.614158630371094	 smoothness 18.3731689453125	 sharpness 28.08173942565918
==> Epoch 1422/2000
==> Test
Train Loss 1.1589148044586182	 Train Accuracy (%): 57.97999954223633 	 Test Accuracy (%): 47.41999816894531	 gHg: 55.36878204345703	 smoothness 18.857868194580078	 sharpness 28.787139892578125
==> Epoch 1423/2000
==> Test
Train Loss 1.1668790578842163	 Train Accuracy (%): 58.02000045776367 	 Test Accuracy (%): 46.45000076293945	 gHg: 47.2940788269043	 smoothness 18.6648006439209	 sharpness 29.283843994140625
==> Epoch 1424/2000
==> Test
Train Loss 1.142959713935852	 Train Accuracy (%): 59.58000183105469 	 Test Accuracy (%): 47.04999923706055	 gHg: 54.72468185424805	 smoothness 19.037431716918945	 sharpness 28.711299896240234
==> Epoch 1425/2000
==> Test
Train Loss 1.1661338806152344	 Train Accuracy (%): 58.119998931884766 	 Test Accuracy (%): 46.08000183105469	 gHg: 53.527896881103516	 smoothness 19.256742477416992	 sharpness 28.909692764282227
==> Epoch 1426/2000
==> Test
Train Loss 1.1620854139328003	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 46.68000030517578	 gHg: 66.090576171875	 smoothness 19.321474075317383	 sharpness 29.27078628540039
==> Epoch 1427/2000
==> Test
Train Loss 1.1715567111968994	 Train Accuracy (%): 57.959999084472656 	 Test Accuracy (%): 46.290000915527344	 gHg: 58.19856262207031	 smoothness 19.111047744750977	 sharpness 29.189430236816406
==> Epoch 1428/2000
==> Test
Train Loss 1.1707159280776978	 Train Accuracy (%): 57.5 	 Test Accuracy (%): 46.599998474121094	 gHg: 69.21310424804688	 smoothness 19.145071029663086	 sharpness 29.92744255065918
==> Epoch 1429/2000
==> Test
Train Loss 1.1741483211517334	 Train Accuracy (%): 57.58000183105469 	 Test Accuracy (%): 46.43000030517578	 gHg: 61.62420654296875	 smoothness 18.7857723236084	 sharpness 29.367162704467773
==> Epoch 1430/2000
==> Test
Train Loss 1.1438158750534058	 Train Accuracy (%): 59.08000183105469 	 Test Accuracy (%): 47.150001525878906	 gHg: 50.126495361328125	 smoothness 18.326753616333008	 sharpness 27.26815414428711
==> Epoch 1431/2000
==> Test
Train Loss 1.1469707489013672	 Train Accuracy (%): 59.939998626708984 	 Test Accuracy (%): 46.83000183105469	 gHg: 45.811012268066406	 smoothness 18.386077880859375	 sharpness 27.71556282043457
==> Epoch 1432/2000
==> Test
Train Loss 1.1424989700317383	 Train Accuracy (%): 59.540000915527344 	 Test Accuracy (%): 47.06999969482422	 gHg: 51.22747039794922	 smoothness 19.01418113708496	 sharpness 26.785316467285156
==> Epoch 1433/2000
==> Test
Train Loss 1.1474637985229492	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 46.79999923706055	 gHg: 52.54475402832031	 smoothness 19.141950607299805	 sharpness 27.046676635742188
==> Epoch 1434/2000
==> Test
Train Loss 1.150234341621399	 Train Accuracy (%): 59.08000183105469 	 Test Accuracy (%): 46.9900016784668	 gHg: 52.82758331298828	 smoothness 18.875741958618164	 sharpness 26.280664443969727
==> Epoch 1435/2000
==> Test
Train Loss 1.158750057220459	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.130001068115234	 gHg: 66.08396911621094	 smoothness 19.58393096923828	 sharpness 27.08619499206543
==> Epoch 1436/2000
==> Test
Train Loss 1.1701067686080933	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.75	 gHg: 68.04771423339844	 smoothness 19.714242935180664	 sharpness 28.02724838256836
==> Epoch 1437/2000
==> Test
Train Loss 1.172751545906067	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 45.869998931884766	 gHg: 81.98115539550781	 smoothness 19.436391830444336	 sharpness 29.496070861816406
==> Epoch 1438/2000
==> Test
Train Loss 1.184708833694458	 Train Accuracy (%): 57.68000030517578 	 Test Accuracy (%): 46.95000076293945	 gHg: 74.47706604003906	 smoothness 19.430770874023438	 sharpness 28.228849411010742
==> Epoch 1439/2000
==> Test
Train Loss 1.1919344663619995	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 45.93000030517578	 gHg: 83.78533172607422	 smoothness 19.168437957763672	 sharpness 30.324743270874023
==> Epoch 1440/2000
==> Test
Train Loss 1.1893681287765503	 Train Accuracy (%): 57.540000915527344 	 Test Accuracy (%): 47.65999984741211	 gHg: 63.07787322998047	 smoothness 18.67901611328125	 sharpness 27.57009506225586
==> Epoch 1441/2000
==> Test
Train Loss 1.1654338836669922	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 46.459999084472656	 gHg: 64.7839126586914	 smoothness 18.642292022705078	 sharpness 29.40522575378418
==> Epoch 1442/2000
==> Test
Train Loss 1.1711487770080566	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 47.77000045776367	 gHg: 51.22383499145508	 smoothness 18.591554641723633	 sharpness 25.459911346435547
==> Epoch 1443/2000
==> Test
Train Loss 1.1423262357711792	 Train Accuracy (%): 59.34000015258789 	 Test Accuracy (%): 46.61000061035156	 gHg: 46.11545181274414	 smoothness 18.242536544799805	 sharpness 27.64331817626953
==> Epoch 1444/2000
==> Test
Train Loss 1.1409612894058228	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 48.33000183105469	 gHg: 40.245887756347656	 smoothness 18.30331802368164	 sharpness 27.33517074584961
==> Epoch 1445/2000
==> Test
Train Loss 1.137694001197815	 Train Accuracy (%): 59.47999954223633 	 Test Accuracy (%): 46.880001068115234	 gHg: 44.583526611328125	 smoothness 18.594614028930664	 sharpness 27.984603881835938
==> Epoch 1446/2000
==> Test
Train Loss 1.138206124305725	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 48.2599983215332	 gHg: 42.592872619628906	 smoothness 18.846593856811523	 sharpness 27.398788452148438
==> Epoch 1447/2000
==> Test
Train Loss 1.1406434774398804	 Train Accuracy (%): 59.13999938964844 	 Test Accuracy (%): 46.599998474121094	 gHg: 51.51995086669922	 smoothness 19.140708923339844	 sharpness 28.688528060913086
==> Epoch 1448/2000
==> Test
Train Loss 1.149223804473877	 Train Accuracy (%): 59.060001373291016 	 Test Accuracy (%): 47.72999954223633	 gHg: 59.89976119995117	 smoothness 19.839458465576172	 sharpness 27.263702392578125
==> Epoch 1449/2000
==> Test
Train Loss 1.1730471849441528	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 45.5	 gHg: 81.81085205078125	 smoothness 19.904117584228516	 sharpness 32.263587951660156
==> Epoch 1450/2000
==> Test
Train Loss 1.197986364364624	 Train Accuracy (%): 57.84000015258789 	 Test Accuracy (%): 47.290000915527344	 gHg: 83.83820343017578	 smoothness 19.93425750732422	 sharpness 27.327085494995117
==> Epoch 1451/2000
==> Test
Train Loss 1.189229130744934	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 45.13999938964844	 gHg: 103.0555419921875	 smoothness 19.689105987548828	 sharpness 31.925373077392578
==> Epoch 1452/2000
==> Test
Train Loss 1.2038841247558594	 Train Accuracy (%): 57.099998474121094 	 Test Accuracy (%): 47.650001525878906	 gHg: 95.25791931152344	 smoothness 19.08619499206543	 sharpness 27.822330474853516
==> Epoch 1453/2000
==> Test
Train Loss 1.193386435508728	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 45.77000045776367	 gHg: 82.55022430419922	 smoothness 18.822139739990234	 sharpness 29.565759658813477
==> Epoch 1454/2000
==> Test
Train Loss 1.1799062490463257	 Train Accuracy (%): 57.68000030517578 	 Test Accuracy (%): 47.63999938964844	 gHg: 85.70645141601562	 smoothness 18.879343032836914	 sharpness 29.776491165161133
==> Epoch 1455/2000
==> Test
Train Loss 1.1852636337280273	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 46.22999954223633	 gHg: 59.48197937011719	 smoothness 18.43197250366211	 sharpness 29.513681411743164
==> Epoch 1456/2000
==> Test
Train Loss 1.14959716796875	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 48.150001525878906	 gHg: 57.988136291503906	 smoothness 18.207616806030273	 sharpness 28.574785232543945
==> Epoch 1457/2000
==> Test
Train Loss 1.1516530513763428	 Train Accuracy (%): 59.13999938964844 	 Test Accuracy (%): 46.68000030517578	 gHg: 40.91103744506836	 smoothness 18.394916534423828	 sharpness 27.3753662109375
==> Epoch 1458/2000
==> Test
Train Loss 1.15156888961792	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 48.18000030517578	 gHg: 44.8145866394043	 smoothness 18.329143524169922	 sharpness 28.585281372070312
==> Epoch 1459/2000
==> Test
Train Loss 1.1324455738067627	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 47.04999923706055	 gHg: 30.030864715576172	 smoothness 18.084598541259766	 sharpness 26.579927444458008
==> Epoch 1460/2000
==> Test
Train Loss 1.120103359222412	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 48.2400016784668	 gHg: 28.385704040527344	 smoothness 17.485422134399414	 sharpness 27.59164047241211
==> Epoch 1461/2000
==> Test
Train Loss 1.1072590351104736	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 47.290000915527344	 gHg: 22.75658416748047	 smoothness 17.661062240600586	 sharpness 26.66477394104004
==> Epoch 1462/2000
==> Test
Train Loss 1.1018016338348389	 Train Accuracy (%): 61.52000045776367 	 Test Accuracy (%): 47.849998474121094	 gHg: 28.815427780151367	 smoothness 18.50226402282715	 sharpness 27.139549255371094
==> Epoch 1463/2000
==> Test
Train Loss 1.1173512935638428	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 47.130001068115234	 gHg: 31.718284606933594	 smoothness 19.06875228881836	 sharpness 28.67430305480957
==> Epoch 1464/2000
==> Test
Train Loss 1.1281132698059082	 Train Accuracy (%): 60.15999984741211 	 Test Accuracy (%): 47.529998779296875	 gHg: 44.56889343261719	 smoothness 19.443044662475586	 sharpness 28.501232147216797
==> Epoch 1465/2000
==> Test
Train Loss 1.1343564987182617	 Train Accuracy (%): 59.380001068115234 	 Test Accuracy (%): 46.33000183105469	 gHg: 46.678096771240234	 smoothness 19.583023071289062	 sharpness 29.650203704833984
==> Epoch 1466/2000
==> Test
Train Loss 1.1481128931045532	 Train Accuracy (%): 58.720001220703125 	 Test Accuracy (%): 46.619998931884766	 gHg: 80.72146606445312	 smoothness 20.235679626464844	 sharpness 30.8887996673584
==> Epoch 1467/2000
==> Test
Train Loss 1.1806895732879639	 Train Accuracy (%): 57.15999984741211 	 Test Accuracy (%): 45.900001525878906	 gHg: 73.4604263305664	 smoothness 19.657114028930664	 sharpness 29.96084976196289
==> Epoch 1468/2000
==> Test
Train Loss 1.1826435327529907	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 46.380001068115234	 gHg: 96.03211975097656	 smoothness 19.478574752807617	 sharpness 30.536195755004883
==> Epoch 1469/2000
==> Test
Train Loss 1.1879042387008667	 Train Accuracy (%): 57.36000061035156 	 Test Accuracy (%): 45.75	 gHg: 83.71237182617188	 smoothness 19.084716796875	 sharpness 27.637311935424805
==> Epoch 1470/2000
==> Test
Train Loss 1.1783088445663452	 Train Accuracy (%): 57.34000015258789 	 Test Accuracy (%): 46.95000076293945	 gHg: 78.08042907714844	 smoothness 18.693145751953125	 sharpness 28.520851135253906
==> Epoch 1471/2000
==> Test
Train Loss 1.1777806282043457	 Train Accuracy (%): 57.220001220703125 	 Test Accuracy (%): 45.93000030517578	 gHg: 74.58576965332031	 smoothness 18.838533401489258	 sharpness 27.942045211791992
==> Epoch 1472/2000
==> Test
Train Loss 1.1694751977920532	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 47.290000915527344	 gHg: 65.68571472167969	 smoothness 18.70353889465332	 sharpness 28.421798706054688
==> Epoch 1473/2000
==> Test
Train Loss 1.153079867362976	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 45.84000015258789	 gHg: 67.30884552001953	 smoothness 18.77443504333496	 sharpness 28.515132904052734
==> Epoch 1474/2000
==> Test
Train Loss 1.1684032678604126	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 47.040000915527344	 gHg: 64.78486633300781	 smoothness 18.928733825683594	 sharpness 28.013648986816406
==> Epoch 1475/2000
==> Test
Train Loss 1.1700356006622314	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 46.279998779296875	 gHg: 72.55973052978516	 smoothness 19.149070739746094	 sharpness 29.444135665893555
==> Epoch 1476/2000
==> Test
Train Loss 1.1605254411697388	 Train Accuracy (%): 59.13999938964844 	 Test Accuracy (%): 46.75	 gHg: 68.65322875976562	 smoothness 19.071691513061523	 sharpness 28.24317741394043
==> Epoch 1477/2000
==> Test
Train Loss 1.1557366847991943	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 46.15999984741211	 gHg: 73.60105895996094	 smoothness 19.06592559814453	 sharpness 28.151681900024414
==> Epoch 1478/2000
==> Test
Train Loss 1.1700881719589233	 Train Accuracy (%): 58.2599983215332 	 Test Accuracy (%): 46.869998931884766	 gHg: 62.4642333984375	 smoothness 18.80979347229004	 sharpness 28.21847152709961
==> Epoch 1479/2000
==> Test
Train Loss 1.1538740396499634	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 46.95000076293945	 gHg: 58.26522445678711	 smoothness 18.620328903198242	 sharpness 27.343841552734375
==> Epoch 1480/2000
==> Test
Train Loss 1.159894585609436	 Train Accuracy (%): 59.560001373291016 	 Test Accuracy (%): 47.02000045776367	 gHg: 57.20149612426758	 smoothness 18.828556060791016	 sharpness 29.492176055908203
==> Epoch 1481/2000
==> Test
Train Loss 1.135389804840088	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 47.27000045776367	 gHg: 46.786041259765625	 smoothness 18.35356903076172	 sharpness 28.167320251464844
==> Epoch 1482/2000
==> Test
Train Loss 1.1357470750808716	 Train Accuracy (%): 60.47999954223633 	 Test Accuracy (%): 46.849998474121094	 gHg: 44.94318389892578	 smoothness 18.516464233398438	 sharpness 28.713605880737305
==> Epoch 1483/2000
==> Test
Train Loss 1.1375457048416138	 Train Accuracy (%): 59.68000030517578 	 Test Accuracy (%): 47.290000915527344	 gHg: 43.77898406982422	 smoothness 18.707630157470703	 sharpness 28.580059051513672
==> Epoch 1484/2000
==> Test
Train Loss 1.1292619705200195	 Train Accuracy (%): 59.5 	 Test Accuracy (%): 46.779998779296875	 gHg: 39.339080810546875	 smoothness 18.55564308166504	 sharpness 28.344911575317383
==> Epoch 1485/2000
==> Test
Train Loss 1.1288902759552002	 Train Accuracy (%): 59.63999938964844 	 Test Accuracy (%): 46.400001525878906	 gHg: 49.82640075683594	 smoothness 19.098926544189453	 sharpness 28.287763595581055
==> Epoch 1486/2000
==> Test
Train Loss 1.137597918510437	 Train Accuracy (%): 58.18000030517578 	 Test Accuracy (%): 47.0099983215332	 gHg: 47.34342956542969	 smoothness 19.233808517456055	 sharpness 28.654876708984375
==> Epoch 1487/2000
==> Test
Train Loss 1.1390774250030518	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 45.77000045776367	 gHg: 63.390018463134766	 smoothness 19.522939682006836	 sharpness 27.90194320678711
==> Epoch 1488/2000
==> Test
Train Loss 1.1646908521652222	 Train Accuracy (%): 57.91999816894531 	 Test Accuracy (%): 46.650001525878906	 gHg: 64.21833801269531	 smoothness 19.59088134765625	 sharpness 28.579792022705078
==> Epoch 1489/2000
==> Test
Train Loss 1.1615828275680542	 Train Accuracy (%): 58.02000045776367 	 Test Accuracy (%): 46.06999969482422	 gHg: 67.45436096191406	 smoothness 19.31230354309082	 sharpness 26.350345611572266
==> Epoch 1490/2000
==> Test
Train Loss 1.167724370956421	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 46.619998931884766	 gHg: 75.12916564941406	 smoothness 19.277433395385742	 sharpness 30.314058303833008
==> Epoch 1491/2000
==> Test
Train Loss 1.1583428382873535	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.880001068115234	 gHg: 55.34661102294922	 smoothness 18.51355743408203	 sharpness 27.70796012878418
==> Epoch 1492/2000
==> Test
Train Loss 1.1383708715438843	 Train Accuracy (%): 59.02000045776367 	 Test Accuracy (%): 47.09000015258789	 gHg: 54.8626594543457	 smoothness 18.273229598999023	 sharpness 29.118183135986328
==> Epoch 1493/2000
==> Test
Train Loss 1.1267826557159424	 Train Accuracy (%): 59.0 	 Test Accuracy (%): 46.529998779296875	 gHg: 46.40230941772461	 smoothness 18.59349822998047	 sharpness 27.574804306030273
==> Epoch 1494/2000
==> Test
Train Loss 1.130700945854187	 Train Accuracy (%): 59.779998779296875 	 Test Accuracy (%): 47.40999984741211	 gHg: 53.16564178466797	 smoothness 19.01091957092285	 sharpness 29.286903381347656
==> Epoch 1495/2000
==> Test
Train Loss 1.1340463161468506	 Train Accuracy (%): 59.36000061035156 	 Test Accuracy (%): 46.68000030517578	 gHg: 46.16583251953125	 smoothness 18.914945602416992	 sharpness 27.690702438354492
==> Epoch 1496/2000
==> Test
Train Loss 1.1398162841796875	 Train Accuracy (%): 59.31999969482422 	 Test Accuracy (%): 47.43000030517578	 gHg: 54.09108352661133	 smoothness 18.844989776611328	 sharpness 28.98200225830078
==> Epoch 1497/2000
==> Test
Train Loss 1.139840006828308	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 46.63999938964844	 gHg: 49.51740646362305	 smoothness 19.062421798706055	 sharpness 27.724870681762695
==> Epoch 1498/2000
==> Test
Train Loss 1.1260359287261963	 Train Accuracy (%): 60.439998626708984 	 Test Accuracy (%): 47.439998626708984	 gHg: 55.45568084716797	 smoothness 18.85504150390625	 sharpness 29.456350326538086
==> Epoch 1499/2000
==> Test
Train Loss 1.13643217086792	 Train Accuracy (%): 59.599998474121094 	 Test Accuracy (%): 47.0	 gHg: 48.88583755493164	 smoothness 18.809734344482422	 sharpness 27.29997444152832
==> Epoch 1500/2000
==> Test
Train Loss 1.1206927299499512	 Train Accuracy (%): 59.880001068115234 	 Test Accuracy (%): 47.33000183105469	 gHg: 51.68026351928711	 smoothness 18.695817947387695	 sharpness 28.61559295654297
==> Epoch 1501/2000
==> Test
Train Loss 1.1269080638885498	 Train Accuracy (%): 60.220001220703125 	 Test Accuracy (%): 46.84000015258789	 gHg: 49.63624954223633	 smoothness 19.044841766357422	 sharpness 27.968820571899414
==> Epoch 1502/2000
==> Test
Train Loss 1.1321779489517212	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 46.33000183105469	 gHg: 68.309814453125	 smoothness 19.536056518554688	 sharpness 29.860227584838867
==> Epoch 1503/2000
==> Test
Train Loss 1.1560989618301392	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 46.900001525878906	 gHg: 59.26277160644531	 smoothness 19.328731536865234	 sharpness 29.54416847229004
==> Epoch 1504/2000
==> Test
Train Loss 1.1344482898712158	 Train Accuracy (%): 58.58000183105469 	 Test Accuracy (%): 45.970001220703125	 gHg: 84.63327026367188	 smoothness 19.603731155395508	 sharpness 29.60243034362793
==> Epoch 1505/2000
==> Test
Train Loss 1.1640108823776245	 Train Accuracy (%): 57.86000061035156 	 Test Accuracy (%): 46.7599983215332	 gHg: 69.2234878540039	 smoothness 19.356643676757812	 sharpness 29.772369384765625
==> Epoch 1506/2000
==> Test
Train Loss 1.1581820249557495	 Train Accuracy (%): 58.220001220703125 	 Test Accuracy (%): 46.220001220703125	 gHg: 83.0331039428711	 smoothness 19.124427795410156	 sharpness 29.972225189208984
==> Epoch 1507/2000
==> Test
Train Loss 1.1685775518417358	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.9900016784668	 gHg: 58.4561767578125	 smoothness 18.63257598876953	 sharpness 28.28904151916504
==> Epoch 1508/2000
==> Test
Train Loss 1.132880687713623	 Train Accuracy (%): 58.91999816894531 	 Test Accuracy (%): 46.93000030517578	 gHg: 52.88051223754883	 smoothness 18.02089500427246	 sharpness 28.317272186279297
==> Epoch 1509/2000
==> Test
Train Loss 1.1246693134307861	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 47.130001068115234	 gHg: 45.237060546875	 smoothness 18.216943740844727	 sharpness 28.548856735229492
==> Epoch 1510/2000
==> Test
Train Loss 1.1141895055770874	 Train Accuracy (%): 60.65999984741211 	 Test Accuracy (%): 47.459999084472656	 gHg: 39.625335693359375	 smoothness 18.450403213500977	 sharpness 27.492298126220703
==> Epoch 1511/2000
==> Test
Train Loss 1.1172230243682861	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 47.119998931884766	 gHg: 46.15495681762695	 smoothness 18.97222900390625	 sharpness 29.65650749206543
==> Epoch 1512/2000
==> Test
Train Loss 1.1160098314285278	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 47.65999984741211	 gHg: 43.69540023803711	 smoothness 18.981481552124023	 sharpness 27.661930084228516
==> Epoch 1513/2000
==> Test
Train Loss 1.120076298713684	 Train Accuracy (%): 59.41999816894531 	 Test Accuracy (%): 46.56999969482422	 gHg: 51.88404846191406	 smoothness 19.125167846679688	 sharpness 30.851659774780273
==> Epoch 1514/2000
==> Test
Train Loss 1.1348044872283936	 Train Accuracy (%): 59.08000183105469 	 Test Accuracy (%): 47.5	 gHg: 54.33055114746094	 smoothness 19.281837463378906	 sharpness 28.25634002685547
==> Epoch 1515/2000
==> Test
Train Loss 1.1251466274261475	 Train Accuracy (%): 59.880001068115234 	 Test Accuracy (%): 45.86000061035156	 gHg: 58.86895751953125	 smoothness 19.312519073486328	 sharpness 31.32411003112793
==> Epoch 1516/2000
==> Test
Train Loss 1.1288838386535645	 Train Accuracy (%): 59.119998931884766 	 Test Accuracy (%): 47.95000076293945	 gHg: 64.79136657714844	 smoothness 19.251689910888672	 sharpness 27.862079620361328
==> Epoch 1517/2000
==> Test
Train Loss 1.1497281789779663	 Train Accuracy (%): 59.0 	 Test Accuracy (%): 46.099998474121094	 gHg: 61.70222091674805	 smoothness 19.258926391601562	 sharpness 31.02334213256836
==> Epoch 1518/2000
==> Test
Train Loss 1.1542198657989502	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 47.810001373291016	 gHg: 81.84452819824219	 smoothness 19.592391967773438	 sharpness 29.887653350830078
==> Epoch 1519/2000
==> Test
Train Loss 1.1646113395690918	 Train Accuracy (%): 57.70000076293945 	 Test Accuracy (%): 45.310001373291016	 gHg: 64.69437408447266	 smoothness 18.989316940307617	 sharpness 29.737646102905273
==> Epoch 1520/2000
==> Test
Train Loss 1.1502227783203125	 Train Accuracy (%): 59.08000183105469 	 Test Accuracy (%): 47.790000915527344	 gHg: 77.04866790771484	 smoothness 18.984195709228516	 sharpness 28.932209014892578
==> Epoch 1521/2000
==> Test
Train Loss 1.1554324626922607	 Train Accuracy (%): 58.7599983215332 	 Test Accuracy (%): 44.91999816894531	 gHg: 73.4246826171875	 smoothness 19.192134857177734	 sharpness 30.561569213867188
==> Epoch 1522/2000
==> Test
Train Loss 1.1639667749404907	 Train Accuracy (%): 59.040000915527344 	 Test Accuracy (%): 47.400001525878906	 gHg: 76.11311340332031	 smoothness 19.122468948364258	 sharpness 28.287857055664062
==> Epoch 1523/2000
==> Test
Train Loss 1.1623620986938477	 Train Accuracy (%): 58.41999816894531 	 Test Accuracy (%): 44.869998931884766	 gHg: 87.37166595458984	 smoothness 19.41545295715332	 sharpness 30.765850067138672
==> Epoch 1524/2000
==> Test
Train Loss 1.160612940788269	 Train Accuracy (%): 58.52000045776367 	 Test Accuracy (%): 47.380001068115234	 gHg: 78.7447280883789	 smoothness 19.126049041748047	 sharpness 28.867509841918945
==> Epoch 1525/2000
==> Test
Train Loss 1.1552335023880005	 Train Accuracy (%): 58.79999923706055 	 Test Accuracy (%): 44.75	 gHg: 76.1092300415039	 smoothness 18.85889434814453	 sharpness 28.223068237304688
==> Epoch 1526/2000
==> Test
Train Loss 1.1599113941192627	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 47.47999954223633	 gHg: 72.43842315673828	 smoothness 19.068653106689453	 sharpness 28.71457862854004
==> Epoch 1527/2000
==> Test
Train Loss 1.1651707887649536	 Train Accuracy (%): 58.560001373291016 	 Test Accuracy (%): 45.16999816894531	 gHg: 71.4098892211914	 smoothness 19.07162094116211	 sharpness 27.71401023864746
==> Epoch 1528/2000
==> Test
Train Loss 1.1462184190750122	 Train Accuracy (%): 59.2400016784668 	 Test Accuracy (%): 47.25	 gHg: 68.08373260498047	 smoothness 19.077892303466797	 sharpness 27.57143783569336
==> Epoch 1529/2000
==> Test
Train Loss 1.144167423248291	 Train Accuracy (%): 58.400001525878906 	 Test Accuracy (%): 45.790000915527344	 gHg: 64.02499389648438	 smoothness 18.846071243286133	 sharpness 27.631196975708008
==> Epoch 1530/2000
==> Test
Train Loss 1.142744779586792	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 47.599998474121094	 gHg: 59.2095947265625	 smoothness 18.706968307495117	 sharpness 28.85924530029297
==> Epoch 1531/2000
==> Test
Train Loss 1.1341439485549927	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 46.41999816894531	 gHg: 46.78847122192383	 smoothness 18.434850692749023	 sharpness 27.310253143310547
==> Epoch 1532/2000
==> Test
Train Loss 1.1206423044204712	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 47.58000183105469	 gHg: 51.82925033569336	 smoothness 18.783666610717773	 sharpness 29.965858459472656
==> Epoch 1533/2000
==> Test
Train Loss 1.1285697221755981	 Train Accuracy (%): 59.5 	 Test Accuracy (%): 46.58000183105469	 gHg: 41.004913330078125	 smoothness 18.723737716674805	 sharpness 27.409990310668945
==> Epoch 1534/2000
==> Test
Train Loss 1.1123591661453247	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 47.84000015258789	 gHg: 46.951194763183594	 smoothness 18.553499221801758	 sharpness 30.55881118774414
==> Epoch 1535/2000
==> Test
Train Loss 1.1214510202407837	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 46.349998474121094	 gHg: 39.522377014160156	 smoothness 18.77507781982422	 sharpness 29.30204963684082
==> Epoch 1536/2000
==> Test
Train Loss 1.1145201921463013	 Train Accuracy (%): 59.68000030517578 	 Test Accuracy (%): 48.189998626708984	 gHg: 60.374046325683594	 smoothness 19.227706909179688	 sharpness 33.41942596435547
==> Epoch 1537/2000
==> Test
Train Loss 1.129610538482666	 Train Accuracy (%): 59.58000183105469 	 Test Accuracy (%): 46.310001373291016	 gHg: 43.0461311340332	 smoothness 18.856300354003906	 sharpness 30.125282287597656
==> Epoch 1538/2000
==> Test
Train Loss 1.1184030771255493	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 48.27000045776367	 gHg: 56.94532775878906	 smoothness 18.90677261352539	 sharpness 31.954723358154297
==> Epoch 1539/2000
==> Test
Train Loss 1.1222115755081177	 Train Accuracy (%): 59.560001373291016 	 Test Accuracy (%): 46.13999938964844	 gHg: 46.4964485168457	 smoothness 18.728742599487305	 sharpness 30.902074813842773
==> Epoch 1540/2000
==> Test
Train Loss 1.1100225448608398	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 48.099998474121094	 gHg: 43.215980529785156	 smoothness 18.44838523864746	 sharpness 30.30977439880371
==> Epoch 1541/2000
==> Test
Train Loss 1.1202309131622314	 Train Accuracy (%): 59.619998931884766 	 Test Accuracy (%): 46.04999923706055	 gHg: 56.726810455322266	 smoothness 19.33635902404785	 sharpness 32.1891975402832
==> Epoch 1542/2000
==> Test
Train Loss 1.1192843914031982	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 47.84000015258789	 gHg: 51.9576416015625	 smoothness 19.158693313598633	 sharpness 30.46503448486328
==> Epoch 1543/2000
==> Test
Train Loss 1.1268032789230347	 Train Accuracy (%): 58.97999954223633 	 Test Accuracy (%): 45.63999938964844	 gHg: 63.06206512451172	 smoothness 19.228065490722656	 sharpness 31.442272186279297
==> Epoch 1544/2000
==> Test
Train Loss 1.1350175142288208	 Train Accuracy (%): 59.5 	 Test Accuracy (%): 47.2599983215332	 gHg: 60.0047721862793	 smoothness 19.163284301757812	 sharpness 30.871843338012695
==> Epoch 1545/2000
==> Test
Train Loss 1.1331226825714111	 Train Accuracy (%): 59.31999969482422 	 Test Accuracy (%): 45.599998474121094	 gHg: 66.8623275756836	 smoothness 19.259767532348633	 sharpness 30.19697380065918
==> Epoch 1546/2000
==> Test
Train Loss 1.1415014266967773	 Train Accuracy (%): 58.36000061035156 	 Test Accuracy (%): 46.849998474121094	 gHg: 72.93284606933594	 smoothness 19.513587951660156	 sharpness 29.952219009399414
==> Epoch 1547/2000
==> Test
Train Loss 1.133545160293579	 Train Accuracy (%): 58.15999984741211 	 Test Accuracy (%): 46.33000183105469	 gHg: 63.994834899902344	 smoothness 18.826894760131836	 sharpness 29.81415367126465
==> Epoch 1548/2000
==> Test
Train Loss 1.1315162181854248	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 47.400001525878906	 gHg: 57.24164581298828	 smoothness 18.441450119018555	 sharpness 29.110748291015625
==> Epoch 1549/2000
==> Test
Train Loss 1.123050332069397	 Train Accuracy (%): 59.5 	 Test Accuracy (%): 46.56999969482422	 gHg: 56.2454833984375	 smoothness 18.571638107299805	 sharpness 29.80547332763672
==> Epoch 1550/2000
==> Test
Train Loss 1.1201242208480835	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 47.54999923706055	 gHg: 47.678924560546875	 smoothness 18.612451553344727	 sharpness 28.39996337890625
==> Epoch 1551/2000
==> Test
Train Loss 1.1114269495010376	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 46.9900016784668	 gHg: 47.71078872680664	 smoothness 18.476381301879883	 sharpness 29.8138370513916
==> Epoch 1552/2000
==> Test
Train Loss 1.115832805633545	 Train Accuracy (%): 59.720001220703125 	 Test Accuracy (%): 47.779998779296875	 gHg: 53.07276153564453	 smoothness 19.09650230407715	 sharpness 29.64750099182129
==> Epoch 1553/2000
==> Test
Train Loss 1.1215181350708008	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 46.61000061035156	 gHg: 58.889774322509766	 smoothness 19.32714080810547	 sharpness 30.545124053955078
==> Epoch 1554/2000
==> Test
Train Loss 1.1299693584442139	 Train Accuracy (%): 59.939998626708984 	 Test Accuracy (%): 46.869998931884766	 gHg: 72.802978515625	 smoothness 19.660419464111328	 sharpness 31.278766632080078
==> Epoch 1555/2000
==> Test
Train Loss 1.146089792251587	 Train Accuracy (%): 57.7599983215332 	 Test Accuracy (%): 46.27000045776367	 gHg: 66.95002746582031	 smoothness 19.18691635131836	 sharpness 30.33736228942871
==> Epoch 1556/2000
==> Test
Train Loss 1.1599878072738647	 Train Accuracy (%): 58.380001068115234 	 Test Accuracy (%): 46.18000030517578	 gHg: 77.99203491210938	 smoothness 19.188852310180664	 sharpness 30.61552619934082
==> Epoch 1557/2000
==> Test
Train Loss 1.1541115045547485	 Train Accuracy (%): 58.08000183105469 	 Test Accuracy (%): 45.849998474121094	 gHg: 71.90644836425781	 smoothness 19.232580184936523	 sharpness 28.994783401489258
==> Epoch 1558/2000
==> Test
Train Loss 1.1589609384536743	 Train Accuracy (%): 57.68000030517578 	 Test Accuracy (%): 46.52000045776367	 gHg: 81.18362426757812	 smoothness 19.072296142578125	 sharpness 29.636581420898438
==> Epoch 1559/2000
==> Test
Train Loss 1.1463420391082764	 Train Accuracy (%): 58.040000915527344 	 Test Accuracy (%): 45.72999954223633	 gHg: 64.68439483642578	 smoothness 18.946300506591797	 sharpness 27.462326049804688
==> Epoch 1560/2000
==> Test
Train Loss 1.1432368755340576	 Train Accuracy (%): 58.279998779296875 	 Test Accuracy (%): 46.2599983215332	 gHg: 70.54684448242188	 smoothness 18.849384307861328	 sharpness 27.727840423583984
==> Epoch 1561/2000
==> Test
Train Loss 1.1339352130889893	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 46.5099983215332	 gHg: 52.705955505371094	 smoothness 18.63946533203125	 sharpness 26.381214141845703
==> Epoch 1562/2000
==> Test
Train Loss 1.110098958015442	 Train Accuracy (%): 59.720001220703125 	 Test Accuracy (%): 46.630001068115234	 gHg: 52.1579704284668	 smoothness 18.197002410888672	 sharpness 29.243928909301758
==> Epoch 1563/2000
==> Test
Train Loss 1.104094386100769	 Train Accuracy (%): 60.86000061035156 	 Test Accuracy (%): 47.130001068115234	 gHg: 36.40126037597656	 smoothness 18.025394439697266	 sharpness 26.14588165283203
==> Epoch 1564/2000
==> Test
Train Loss 1.097185730934143	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 46.83000183105469	 gHg: 45.42670822143555	 smoothness 18.463823318481445	 sharpness 28.49452018737793
==> Epoch 1565/2000
==> Test
Train Loss 1.1179618835449219	 Train Accuracy (%): 60.0 	 Test Accuracy (%): 46.83000183105469	 gHg: 46.59479904174805	 smoothness 19.355998992919922	 sharpness 26.94219970703125
==> Epoch 1566/2000
==> Test
Train Loss 1.1088584661483765	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 46.790000915527344	 gHg: 66.71099853515625	 smoothness 19.526973724365234	 sharpness 31.771770477294922
==> Epoch 1567/2000
==> Test
Train Loss 1.1252068281173706	 Train Accuracy (%): 60.63999938964844 	 Test Accuracy (%): 47.18000030517578	 gHg: 52.45915985107422	 smoothness 18.820791244506836	 sharpness 28.262981414794922
==> Epoch 1568/2000
==> Test
Train Loss 1.1146998405456543	 Train Accuracy (%): 59.86000061035156 	 Test Accuracy (%): 47.5099983215332	 gHg: 56.23894500732422	 smoothness 18.541784286499023	 sharpness 30.102630615234375
==> Epoch 1569/2000
==> Test
Train Loss 1.11845064163208	 Train Accuracy (%): 60.97999954223633 	 Test Accuracy (%): 46.77000045776367	 gHg: 54.40078353881836	 smoothness 19.154659271240234	 sharpness 28.11651611328125
==> Epoch 1570/2000
==> Test
Train Loss 1.1203628778457642	 Train Accuracy (%): 59.58000183105469 	 Test Accuracy (%): 47.88999938964844	 gHg: 67.12955474853516	 smoothness 19.28805160522461	 sharpness 28.933971405029297
==> Epoch 1571/2000
==> Test
Train Loss 1.1324089765548706	 Train Accuracy (%): 60.15999984741211 	 Test Accuracy (%): 46.58000183105469	 gHg: 60.89385986328125	 smoothness 18.983579635620117	 sharpness 28.405607223510742
==> Epoch 1572/2000
==> Test
Train Loss 1.124052882194519	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 47.9900016784668	 gHg: 71.08583068847656	 smoothness 19.22532081604004	 sharpness 28.386873245239258
==> Epoch 1573/2000
==> Test
Train Loss 1.1347993612289429	 Train Accuracy (%): 60.13999938964844 	 Test Accuracy (%): 46.34000015258789	 gHg: 65.1671142578125	 smoothness 19.154401779174805	 sharpness 28.254009246826172
==> Epoch 1574/2000
==> Test
Train Loss 1.1217745542526245	 Train Accuracy (%): 60.20000076293945 	 Test Accuracy (%): 47.81999969482422	 gHg: 64.12838745117188	 smoothness 18.71527862548828	 sharpness 27.96100616455078
==> Epoch 1575/2000
==> Test
Train Loss 1.1283118724822998	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 46.459999084472656	 gHg: 58.105628967285156	 smoothness 18.721158981323242	 sharpness 27.432106018066406
==> Epoch 1576/2000
==> Test
Train Loss 1.1086498498916626	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 47.59000015258789	 gHg: 58.31006622314453	 smoothness 18.839731216430664	 sharpness 27.72161102294922
==> Epoch 1577/2000
==> Test
Train Loss 1.1167480945587158	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 46.33000183105469	 gHg: 60.31963348388672	 smoothness 19.09848976135254	 sharpness 28.377532958984375
==> Epoch 1578/2000
==> Test
Train Loss 1.1111128330230713	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 47.650001525878906	 gHg: 61.00434875488281	 smoothness 18.788833618164062	 sharpness 27.915786743164062
==> Epoch 1579/2000
==> Test
Train Loss 1.1136765480041504	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 46.630001068115234	 gHg: 53.29399871826172	 smoothness 18.680339813232422	 sharpness 28.59598159790039
==> Epoch 1580/2000
==> Test
Train Loss 1.1101256608963013	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 47.650001525878906	 gHg: 53.22621536254883	 smoothness 18.789539337158203	 sharpness 26.750831604003906
==> Epoch 1581/2000
==> Test
Train Loss 1.1047128438949585	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 46.36000061035156	 gHg: 51.13785171508789	 smoothness 18.911569595336914	 sharpness 29.683576583862305
==> Epoch 1582/2000
==> Test
Train Loss 1.1153175830841064	 Train Accuracy (%): 59.7599983215332 	 Test Accuracy (%): 47.650001525878906	 gHg: 50.404850006103516	 smoothness 18.78440284729004	 sharpness 25.865947723388672
==> Epoch 1583/2000
==> Test
Train Loss 1.0980885028839111	 Train Accuracy (%): 60.279998779296875 	 Test Accuracy (%): 46.5099983215332	 gHg: 43.614498138427734	 smoothness 18.523591995239258	 sharpness 29.50235939025879
==> Epoch 1584/2000
==> Test
Train Loss 1.0911978483200073	 Train Accuracy (%): 60.58000183105469 	 Test Accuracy (%): 47.33000183105469	 gHg: 44.47871398925781	 smoothness 18.59490203857422	 sharpness 26.314918518066406
==> Epoch 1585/2000
==> Test
Train Loss 1.1052305698394775	 Train Accuracy (%): 61.400001525878906 	 Test Accuracy (%): 46.720001220703125	 gHg: 46.258419036865234	 smoothness 18.960256576538086	 sharpness 29.71088218688965
==> Epoch 1586/2000
==> Test
Train Loss 1.1006388664245605	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 46.90999984741211	 gHg: 48.65911102294922	 smoothness 18.97418212890625	 sharpness 27.939634323120117
==> Epoch 1587/2000
==> Test
Train Loss 1.1044378280639648	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 46.66999816894531	 gHg: 51.44873809814453	 smoothness 18.962173461914062	 sharpness 29.77478790283203
==> Epoch 1588/2000
==> Test
Train Loss 1.114759922027588	 Train Accuracy (%): 59.540000915527344 	 Test Accuracy (%): 46.59000015258789	 gHg: 54.0491943359375	 smoothness 19.16655731201172	 sharpness 29.623109817504883
==> Epoch 1589/2000
==> Test
Train Loss 1.1042394638061523	 Train Accuracy (%): 60.84000015258789 	 Test Accuracy (%): 46.91999816894531	 gHg: 58.84697341918945	 smoothness 18.98554229736328	 sharpness 27.81328582763672
==> Epoch 1590/2000
==> Test
Train Loss 1.11530601978302	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 45.88999938964844	 gHg: 66.0685806274414	 smoothness 19.331823348999023	 sharpness 31.257246017456055
==> Epoch 1591/2000
==> Test
Train Loss 1.1290282011032104	 Train Accuracy (%): 59.13999938964844 	 Test Accuracy (%): 47.31999969482422	 gHg: 76.757568359375	 smoothness 19.43229103088379	 sharpness 30.694026947021484
==> Epoch 1592/2000
==> Test
Train Loss 1.1436364650726318	 Train Accuracy (%): 58.540000915527344 	 Test Accuracy (%): 45.189998626708984	 gHg: 84.11083221435547	 smoothness 19.62497901916504	 sharpness 31.231613159179688
==> Epoch 1593/2000
==> Test
Train Loss 1.159820795059204	 Train Accuracy (%): 57.900001525878906 	 Test Accuracy (%): 47.22999954223633	 gHg: 107.95492553710938	 smoothness 20.014028549194336	 sharpness 32.793479919433594
==> Epoch 1594/2000
==> Test
Train Loss 1.1647439002990723	 Train Accuracy (%): 58.0 	 Test Accuracy (%): 45.400001525878906	 gHg: 95.83811950683594	 smoothness 19.35675811767578	 sharpness 30.31831169128418
==> Epoch 1595/2000
==> Test
Train Loss 1.1627180576324463	 Train Accuracy (%): 58.13999938964844 	 Test Accuracy (%): 47.41999816894531	 gHg: 87.3692398071289	 smoothness 18.55425262451172	 sharpness 30.803621292114258
==> Epoch 1596/2000
==> Test
Train Loss 1.1396859884262085	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 46.209999084472656	 gHg: 67.97909545898438	 smoothness 18.35224723815918	 sharpness 28.518524169921875
==> Epoch 1597/2000
==> Test
Train Loss 1.1215813159942627	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 47.869998931884766	 gHg: 62.876129150390625	 smoothness 18.450794219970703	 sharpness 30.111652374267578
==> Epoch 1598/2000
==> Test
Train Loss 1.1125047206878662	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 46.209999084472656	 gHg: 56.152870178222656	 smoothness 18.651857376098633	 sharpness 29.128028869628906
==> Epoch 1599/2000
==> Test
Train Loss 1.1119872331619263	 Train Accuracy (%): 60.68000030517578 	 Test Accuracy (%): 48.209999084472656	 gHg: 57.131595611572266	 smoothness 18.66152572631836	 sharpness 30.727428436279297
==> Epoch 1600/2000
==> Test
Train Loss 1.1102533340454102	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 46.630001068115234	 gHg: 46.98177719116211	 smoothness 18.64984130859375	 sharpness 29.240032196044922
==> Epoch 1601/2000
==> Test
Train Loss 1.0839167833328247	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 48.310001373291016	 gHg: 48.44711685180664	 smoothness 18.51531219482422	 sharpness 29.802757263183594
==> Epoch 1602/2000
==> Test
Train Loss 1.1039718389511108	 Train Accuracy (%): 61.220001220703125 	 Test Accuracy (%): 46.77000045776367	 gHg: 44.60387420654297	 smoothness 18.702411651611328	 sharpness 29.69632339477539
==> Epoch 1603/2000
==> Test
Train Loss 1.0883805751800537	 Train Accuracy (%): 61.119998931884766 	 Test Accuracy (%): 48.22999954223633	 gHg: 45.784088134765625	 smoothness 18.47516441345215	 sharpness 30.292388916015625
==> Epoch 1604/2000
==> Test
Train Loss 1.0917214155197144	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 47.0	 gHg: 39.67264175415039	 smoothness 18.544519424438477	 sharpness 29.50647735595703
==> Epoch 1605/2000
==> Test
Train Loss 1.084755539894104	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 47.93000030517578	 gHg: 50.0207405090332	 smoothness 19.098983764648438	 sharpness 29.0512752532959
==> Epoch 1606/2000
==> Test
Train Loss 1.1052290201187134	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 46.349998474121094	 gHg: 50.05284881591797	 smoothness 19.36061668395996	 sharpness 29.56772804260254
==> Epoch 1607/2000
==> Test
Train Loss 1.1055777072906494	 Train Accuracy (%): 59.779998779296875 	 Test Accuracy (%): 47.369998931884766	 gHg: 68.79876708984375	 smoothness 19.587488174438477	 sharpness 30.90258026123047
==> Epoch 1608/2000
==> Test
Train Loss 1.1216553449630737	 Train Accuracy (%): 60.20000076293945 	 Test Accuracy (%): 46.58000183105469	 gHg: 66.39305114746094	 smoothness 19.46965217590332	 sharpness 29.95701026916504
==> Epoch 1609/2000
==> Test
Train Loss 1.1253610849380493	 Train Accuracy (%): 59.97999954223633 	 Test Accuracy (%): 46.63999938964844	 gHg: 64.18658447265625	 smoothness 18.98432159423828	 sharpness 29.431255340576172
==> Epoch 1610/2000
==> Test
Train Loss 1.1363433599472046	 Train Accuracy (%): 58.47999954223633 	 Test Accuracy (%): 46.560001373291016	 gHg: 72.56828308105469	 smoothness 19.234071731567383	 sharpness 29.61751937866211
==> Epoch 1611/2000
==> Test
Train Loss 1.1283258199691772	 Train Accuracy (%): 59.459999084472656 	 Test Accuracy (%): 46.220001220703125	 gHg: 65.54837799072266	 smoothness 18.946367263793945	 sharpness 28.880756378173828
==> Epoch 1612/2000
==> Test
Train Loss 1.1301804780960083	 Train Accuracy (%): 58.81999969482422 	 Test Accuracy (%): 46.619998931884766	 gHg: 79.77934265136719	 smoothness 19.37372398376465	 sharpness 31.477127075195312
==> Epoch 1613/2000
==> Test
Train Loss 1.142797827720642	 Train Accuracy (%): 57.619998931884766 	 Test Accuracy (%): 46.06999969482422	 gHg: 69.63272094726562	 smoothness 19.184955596923828	 sharpness 29.68718147277832
==> Epoch 1614/2000
==> Test
Train Loss 1.1309434175491333	 Train Accuracy (%): 59.279998779296875 	 Test Accuracy (%): 47.540000915527344	 gHg: 76.11073303222656	 smoothness 18.800138473510742	 sharpness 32.468284606933594
==> Epoch 1615/2000
==> Test
Train Loss 1.1128991842269897	 Train Accuracy (%): 59.880001068115234 	 Test Accuracy (%): 45.900001525878906	 gHg: 59.172515869140625	 smoothness 18.56178092956543	 sharpness 29.551591873168945
==> Epoch 1616/2000
==> Test
Train Loss 1.1012170314788818	 Train Accuracy (%): 60.65999984741211 	 Test Accuracy (%): 47.720001220703125	 gHg: 59.798988342285156	 smoothness 18.574132919311523	 sharpness 30.940048217773438
==> Epoch 1617/2000
==> Test
Train Loss 1.1069116592407227	 Train Accuracy (%): 60.13999938964844 	 Test Accuracy (%): 45.68000030517578	 gHg: 72.13980865478516	 smoothness 19.275659561157227	 sharpness 31.96367073059082
==> Epoch 1618/2000
==> Test
Train Loss 1.1189305782318115	 Train Accuracy (%): 59.720001220703125 	 Test Accuracy (%): 47.939998626708984	 gHg: 55.53678894042969	 smoothness 18.880342483520508	 sharpness 28.896690368652344
==> Epoch 1619/2000
==> Test
Train Loss 1.1006308794021606	 Train Accuracy (%): 59.2599983215332 	 Test Accuracy (%): 45.720001220703125	 gHg: 75.13532257080078	 smoothness 18.93498992919922	 sharpness 32.40594482421875
==> Epoch 1620/2000
==> Test
Train Loss 1.1199488639831543	 Train Accuracy (%): 59.400001525878906 	 Test Accuracy (%): 47.619998931884766	 gHg: 53.357513427734375	 smoothness 18.875446319580078	 sharpness 28.601228713989258
==> Epoch 1621/2000
==> Test
Train Loss 1.1082395315170288	 Train Accuracy (%): 59.70000076293945 	 Test Accuracy (%): 45.790000915527344	 gHg: 65.02449035644531	 smoothness 18.773794174194336	 sharpness 30.92995834350586
==> Epoch 1622/2000
==> Test
Train Loss 1.1203837394714355	 Train Accuracy (%): 59.599998474121094 	 Test Accuracy (%): 47.68000030517578	 gHg: 51.404747009277344	 smoothness 18.816890716552734	 sharpness 28.653181076049805
==> Epoch 1623/2000
==> Test
Train Loss 1.101136326789856	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 45.709999084472656	 gHg: 63.31153869628906	 smoothness 18.969247817993164	 sharpness 29.707643508911133
==> Epoch 1624/2000
==> Test
Train Loss 1.119292140007019	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 47.29999923706055	 gHg: 54.85346221923828	 smoothness 19.189754486083984	 sharpness 29.97469711303711
==> Epoch 1625/2000
==> Test
Train Loss 1.0979315042495728	 Train Accuracy (%): 60.439998626708984 	 Test Accuracy (%): 45.9900016784668	 gHg: 65.29231262207031	 smoothness 19.014659881591797	 sharpness 28.788984298706055
==> Epoch 1626/2000
==> Test
Train Loss 1.1170530319213867	 Train Accuracy (%): 59.86000061035156 	 Test Accuracy (%): 47.310001373291016	 gHg: 54.423492431640625	 smoothness 18.995689392089844	 sharpness 29.74510383605957
==> Epoch 1627/2000
==> Test
Train Loss 1.1044799089431763	 Train Accuracy (%): 58.959999084472656 	 Test Accuracy (%): 46.459999084472656	 gHg: 56.206451416015625	 smoothness 18.619792938232422	 sharpness 26.86564826965332
==> Epoch 1628/2000
==> Test
Train Loss 1.1041603088378906	 Train Accuracy (%): 60.099998474121094 	 Test Accuracy (%): 47.279998779296875	 gHg: 59.44495391845703	 smoothness 18.97130584716797	 sharpness 29.64616584777832
==> Epoch 1629/2000
==> Test
Train Loss 1.1119641065597534	 Train Accuracy (%): 60.459999084472656 	 Test Accuracy (%): 46.63999938964844	 gHg: 55.80744934082031	 smoothness 18.93259620666504	 sharpness 27.53864097595215
==> Epoch 1630/2000
==> Test
Train Loss 1.109102487564087	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 47.02000045776367	 gHg: 72.1944808959961	 smoothness 19.214061737060547	 sharpness 29.97968101501465
==> Epoch 1631/2000
==> Test
Train Loss 1.1340140104293823	 Train Accuracy (%): 58.459999084472656 	 Test Accuracy (%): 46.88999938964844	 gHg: 58.62260437011719	 smoothness 19.005199432373047	 sharpness 27.81519889831543
==> Epoch 1632/2000
==> Test
Train Loss 1.11183500289917	 Train Accuracy (%): 59.599998474121094 	 Test Accuracy (%): 46.790000915527344	 gHg: 70.06000518798828	 smoothness 18.922895431518555	 sharpness 29.731279373168945
==> Epoch 1633/2000
==> Test
Train Loss 1.1109366416931152	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 47.029998779296875	 gHg: 71.68976593017578	 smoothness 19.5423583984375	 sharpness 27.24454116821289
==> Epoch 1634/2000
==> Test
Train Loss 1.1247478723526	 Train Accuracy (%): 58.619998931884766 	 Test Accuracy (%): 45.93000030517578	 gHg: 85.90798950195312	 smoothness 19.414501190185547	 sharpness 30.139602661132812
==> Epoch 1635/2000
==> Test
Train Loss 1.1436597108840942	 Train Accuracy (%): 58.34000015258789 	 Test Accuracy (%): 46.84000015258789	 gHg: 78.3155288696289	 smoothness 19.150699615478516	 sharpness 27.896087646484375
==> Epoch 1636/2000
==> Test
Train Loss 1.1337922811508179	 Train Accuracy (%): 58.7400016784668 	 Test Accuracy (%): 45.7599983215332	 gHg: 79.51457977294922	 smoothness 18.930118560791016	 sharpness 28.4210147857666
==> Epoch 1637/2000
==> Test
Train Loss 1.128505825996399	 Train Accuracy (%): 59.619998931884766 	 Test Accuracy (%): 46.81999969482422	 gHg: 72.62126159667969	 smoothness 19.01801872253418	 sharpness 27.429058074951172
==> Epoch 1638/2000
==> Test
Train Loss 1.1333184242248535	 Train Accuracy (%): 58.97999954223633 	 Test Accuracy (%): 45.75	 gHg: 71.0438232421875	 smoothness 18.84833526611328	 sharpness 28.48548698425293
==> Epoch 1639/2000
==> Test
Train Loss 1.1093008518218994	 Train Accuracy (%): 60.79999923706055 	 Test Accuracy (%): 47.220001220703125	 gHg: 72.75570678710938	 smoothness 19.177143096923828	 sharpness 28.05653190612793
==> Epoch 1640/2000
==> Test
Train Loss 1.1135108470916748	 Train Accuracy (%): 59.63999938964844 	 Test Accuracy (%): 45.72999954223633	 gHg: 71.06468963623047	 smoothness 19.00048828125	 sharpness 28.334941864013672
==> Epoch 1641/2000
==> Test
Train Loss 1.1256859302520752	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 47.45000076293945	 gHg: 65.43211364746094	 smoothness 18.840953826904297	 sharpness 27.601051330566406
==> Epoch 1642/2000
==> Test
Train Loss 1.1132498979568481	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 45.720001220703125	 gHg: 72.37181091308594	 smoothness 18.933242797851562	 sharpness 30.00176429748535
==> Epoch 1643/2000
==> Test
Train Loss 1.1195706129074097	 Train Accuracy (%): 59.81999969482422 	 Test Accuracy (%): 47.189998626708984	 gHg: 53.29466247558594	 smoothness 18.59653091430664	 sharpness 26.997045516967773
==> Epoch 1644/2000
==> Test
Train Loss 1.1038062572479248	 Train Accuracy (%): 60.31999969482422 	 Test Accuracy (%): 46.34000015258789	 gHg: 60.30814743041992	 smoothness 18.573091506958008	 sharpness 30.169971466064453
==> Epoch 1645/2000
==> Test
Train Loss 1.1058839559555054	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 47.119998931884766	 gHg: 46.44242477416992	 smoothness 18.549034118652344	 sharpness 26.905296325683594
==> Epoch 1646/2000
==> Test
Train Loss 1.0895203351974487	 Train Accuracy (%): 60.540000915527344 	 Test Accuracy (%): 46.93000030517578	 gHg: 47.50143051147461	 smoothness 18.26424789428711	 sharpness 29.550676345825195
==> Epoch 1647/2000
==> Test
Train Loss 1.0821202993392944	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 47.310001373291016	 gHg: 41.63072967529297	 smoothness 18.557687759399414	 sharpness 27.99042510986328
==> Epoch 1648/2000
==> Test
Train Loss 1.0691840648651123	 Train Accuracy (%): 61.58000183105469 	 Test Accuracy (%): 47.369998931884766	 gHg: 39.43061828613281	 smoothness 18.330059051513672	 sharpness 27.99736213684082
==> Epoch 1649/2000
==> Test
Train Loss 1.082655668258667	 Train Accuracy (%): 61.040000915527344 	 Test Accuracy (%): 46.720001220703125	 gHg: 52.15748596191406	 smoothness 19.195459365844727	 sharpness 29.30265998840332
==> Epoch 1650/2000
==> Test
Train Loss 1.0909206867218018	 Train Accuracy (%): 60.86000061035156 	 Test Accuracy (%): 47.220001220703125	 gHg: 54.316463470458984	 smoothness 19.51721954345703	 sharpness 27.0505428314209
==> Epoch 1651/2000
==> Test
Train Loss 1.0918246507644653	 Train Accuracy (%): 60.18000030517578 	 Test Accuracy (%): 45.9900016784668	 gHg: 63.713050842285156	 smoothness 19.230148315429688	 sharpness 29.740230560302734
==> Epoch 1652/2000
==> Test
Train Loss 1.0996869802474976	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 47.130001068115234	 gHg: 62.38201141357422	 smoothness 19.531112670898438	 sharpness 27.44527244567871
==> Epoch 1653/2000
==> Test
Train Loss 1.1180332899093628	 Train Accuracy (%): 59.52000045776367 	 Test Accuracy (%): 45.720001220703125	 gHg: 82.72677612304688	 smoothness 19.66093635559082	 sharpness 30.227806091308594
==> Epoch 1654/2000
==> Test
Train Loss 1.1294713020324707	 Train Accuracy (%): 60.18000030517578 	 Test Accuracy (%): 47.4900016784668	 gHg: 65.22219848632812	 smoothness 19.00918197631836	 sharpness 26.88102912902832
==> Epoch 1655/2000
==> Test
Train Loss 1.1044690608978271	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 45.470001220703125	 gHg: 67.30392456054688	 smoothness 18.581707000732422	 sharpness 28.62430191040039
==> Epoch 1656/2000
==> Test
Train Loss 1.1032787561416626	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 48.08000183105469	 gHg: 57.06773376464844	 smoothness 18.736675262451172	 sharpness 27.601675033569336
==> Epoch 1657/2000
==> Test
Train Loss 1.0991123914718628	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 45.849998474121094	 gHg: 54.321876525878906	 smoothness 18.48613739013672	 sharpness 28.405366897583008
==> Epoch 1658/2000
==> Test
Train Loss 1.0830237865447998	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 48.290000915527344	 gHg: 51.73920440673828	 smoothness 18.74080467224121	 sharpness 26.71302604675293
==> Epoch 1659/2000
==> Test
Train Loss 1.073997139930725	 Train Accuracy (%): 60.86000061035156 	 Test Accuracy (%): 46.04999923706055	 gHg: 49.196876525878906	 smoothness 18.71609878540039	 sharpness 28.405988693237305
==> Epoch 1660/2000
==> Test
Train Loss 1.0938348770141602	 Train Accuracy (%): 61.400001525878906 	 Test Accuracy (%): 48.72999954223633	 gHg: 53.410186767578125	 smoothness 19.110944747924805	 sharpness 27.69585609436035
==> Epoch 1661/2000
==> Test
Train Loss 1.0803728103637695	 Train Accuracy (%): 61.040000915527344 	 Test Accuracy (%): 45.95000076293945	 gHg: 55.98072052001953	 smoothness 19.153736114501953	 sharpness 30.180736541748047
==> Epoch 1662/2000
==> Test
Train Loss 1.0953000783920288	 Train Accuracy (%): 60.81999969482422 	 Test Accuracy (%): 48.5	 gHg: 65.50799560546875	 smoothness 19.345666885375977	 sharpness 29.82712173461914
==> Epoch 1663/2000
==> Test
Train Loss 1.1037070751190186	 Train Accuracy (%): 60.279998779296875 	 Test Accuracy (%): 45.720001220703125	 gHg: 68.61093139648438	 smoothness 19.328582763671875	 sharpness 31.92081069946289
==> Epoch 1664/2000
==> Test
Train Loss 1.1043548583984375	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 48.27000045776367	 gHg: 67.62954711914062	 smoothness 19.086584091186523	 sharpness 30.169891357421875
==> Epoch 1665/2000
==> Test
Train Loss 1.1055370569229126	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 46.040000915527344	 gHg: 66.1947021484375	 smoothness 18.951025009155273	 sharpness 29.47067642211914
==> Epoch 1666/2000
==> Test
Train Loss 1.1102361679077148	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 47.90999984741211	 gHg: 76.94188690185547	 smoothness 19.254501342773438	 sharpness 29.804792404174805
==> Epoch 1667/2000
==> Test
Train Loss 1.1135190725326538	 Train Accuracy (%): 60.939998626708984 	 Test Accuracy (%): 46.470001220703125	 gHg: 68.49136352539062	 smoothness 19.071922302246094	 sharpness 28.36202049255371
==> Epoch 1668/2000
==> Test
Train Loss 1.124529480934143	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 47.439998626708984	 gHg: 75.8995132446289	 smoothness 18.976350784301758	 sharpness 29.684423446655273
==> Epoch 1669/2000
==> Test
Train Loss 1.1142624616622925	 Train Accuracy (%): 60.7400016784668 	 Test Accuracy (%): 46.400001525878906	 gHg: 71.31919860839844	 smoothness 19.128934860229492	 sharpness 26.9655704498291
==> Epoch 1670/2000
==> Test
Train Loss 1.1129536628723145	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 46.68000030517578	 gHg: 77.9688949584961	 smoothness 19.193510055541992	 sharpness 28.903018951416016
==> Epoch 1671/2000
==> Test
Train Loss 1.1107746362686157	 Train Accuracy (%): 60.68000030517578 	 Test Accuracy (%): 46.83000183105469	 gHg: 72.29246520996094	 smoothness 19.028518676757812	 sharpness 26.97565269470215
==> Epoch 1672/2000
==> Test
Train Loss 1.119381070137024	 Train Accuracy (%): 59.599998474121094 	 Test Accuracy (%): 46.77000045776367	 gHg: 69.31536102294922	 smoothness 18.84400177001953	 sharpness 27.988914489746094
==> Epoch 1673/2000
==> Test
Train Loss 1.1007061004638672	 Train Accuracy (%): 61.18000030517578 	 Test Accuracy (%): 46.84000015258789	 gHg: 62.14056396484375	 smoothness 18.595827102661133	 sharpness 26.722808837890625
==> Epoch 1674/2000
==> Test
Train Loss 1.0968217849731445	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.77000045776367	 gHg: 57.539146423339844	 smoothness 18.500459671020508	 sharpness 25.24308204650879
==> Epoch 1675/2000
==> Test
Train Loss 1.0876502990722656	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 46.75	 gHg: 57.309844970703125	 smoothness 18.762149810791016	 sharpness 27.08494758605957
==> Epoch 1676/2000
==> Test
Train Loss 1.0840284824371338	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 46.900001525878906	 gHg: 55.59516143798828	 smoothness 18.84365463256836	 sharpness 26.339704513549805
==> Epoch 1677/2000
==> Test
Train Loss 1.098867416381836	 Train Accuracy (%): 61.540000915527344 	 Test Accuracy (%): 47.150001525878906	 gHg: 59.4362678527832	 smoothness 19.044504165649414	 sharpness 25.499895095825195
==> Epoch 1678/2000
==> Test
Train Loss 1.0934096574783325	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 46.63999938964844	 gHg: 68.53251647949219	 smoothness 19.471723556518555	 sharpness 26.9243221282959
==> Epoch 1679/2000
==> Test
Train Loss 1.1157419681549072	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 46.720001220703125	 gHg: 87.27218627929688	 smoothness 19.913652420043945	 sharpness 29.289514541625977
==> Epoch 1680/2000
==> Test
Train Loss 1.1226177215576172	 Train Accuracy (%): 59.459999084472656 	 Test Accuracy (%): 46.27000045776367	 gHg: 78.07654571533203	 smoothness 19.192092895507812	 sharpness 28.73396110534668
==> Epoch 1681/2000
==> Test
Train Loss 1.116933822631836	 Train Accuracy (%): 60.81999969482422 	 Test Accuracy (%): 46.95000076293945	 gHg: 69.76799011230469	 smoothness 18.165040969848633	 sharpness 30.081392288208008
==> Epoch 1682/2000
==> Test
Train Loss 1.0885169506072998	 Train Accuracy (%): 60.41999816894531 	 Test Accuracy (%): 47.02000045776367	 gHg: 40.7647705078125	 smoothness 17.85416030883789	 sharpness 26.801156997680664
==> Epoch 1683/2000
==> Test
Train Loss 1.0816929340362549	 Train Accuracy (%): 61.63999938964844 	 Test Accuracy (%): 47.099998474121094	 gHg: 45.941036224365234	 smoothness 18.148569107055664	 sharpness 27.404155731201172
==> Epoch 1684/2000
==> Test
Train Loss 1.0738162994384766	 Train Accuracy (%): 61.560001373291016 	 Test Accuracy (%): 47.36000061035156	 gHg: 35.252593994140625	 smoothness 18.38152503967285	 sharpness 25.875612258911133
==> Epoch 1685/2000
==> Test
Train Loss 1.0694552659988403	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 47.029998779296875	 gHg: 43.83293151855469	 smoothness 18.595365524291992	 sharpness 27.65821075439453
==> Epoch 1686/2000
==> Test
Train Loss 1.0779027938842773	 Train Accuracy (%): 60.880001068115234 	 Test Accuracy (%): 47.130001068115234	 gHg: 39.27810287475586	 smoothness 18.872920989990234	 sharpness 26.866666793823242
==> Epoch 1687/2000
==> Test
Train Loss 1.069303274154663	 Train Accuracy (%): 62.2599983215332 	 Test Accuracy (%): 47.02000045776367	 gHg: 45.208595275878906	 smoothness 18.72224235534668	 sharpness 28.90477180480957
==> Epoch 1688/2000
==> Test
Train Loss 1.0707999467849731	 Train Accuracy (%): 61.939998626708984 	 Test Accuracy (%): 47.099998474121094	 gHg: 42.96327209472656	 smoothness 18.889297485351562	 sharpness 25.948644638061523
==> Epoch 1689/2000
==> Test
Train Loss 1.0770422220230103	 Train Accuracy (%): 61.20000076293945 	 Test Accuracy (%): 47.150001525878906	 gHg: 40.816673278808594	 smoothness 18.506641387939453	 sharpness 27.31987762451172
==> Epoch 1690/2000
==> Test
Train Loss 1.0644209384918213	 Train Accuracy (%): 62.02000045776367 	 Test Accuracy (%): 47.220001220703125	 gHg: 38.837867736816406	 smoothness 18.37795639038086	 sharpness 25.6070556640625
==> Epoch 1691/2000
==> Test
Train Loss 1.0495929718017578	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 47.119998931884766	 gHg: 41.52073669433594	 smoothness 18.68860626220703	 sharpness 27.949495315551758
==> Epoch 1692/2000
==> Test
Train Loss 1.072319746017456	 Train Accuracy (%): 61.58000183105469 	 Test Accuracy (%): 47.650001525878906	 gHg: 43.36772155761719	 smoothness 18.87431526184082	 sharpness 26.256561279296875
==> Epoch 1693/2000
==> Test
Train Loss 1.0642343759536743	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 46.689998626708984	 gHg: 45.483001708984375	 smoothness 18.844289779663086	 sharpness 25.821386337280273
==> Epoch 1694/2000
==> Test
Train Loss 1.0802757740020752	 Train Accuracy (%): 60.84000015258789 	 Test Accuracy (%): 47.150001525878906	 gHg: 61.7241096496582	 smoothness 19.501184463500977	 sharpness 30.007240295410156
==> Epoch 1695/2000
==> Test
Train Loss 1.0896916389465332	 Train Accuracy (%): 60.900001525878906 	 Test Accuracy (%): 46.119998931884766	 gHg: 62.46263122558594	 smoothness 19.8428955078125	 sharpness 28.368261337280273
==> Epoch 1696/2000
==> Test
Train Loss 1.1070693731307983	 Train Accuracy (%): 59.65999984741211 	 Test Accuracy (%): 46.61000061035156	 gHg: 101.47053527832031	 smoothness 20.040788650512695	 sharpness 32.43854522705078
==> Epoch 1697/2000
==> Test
Train Loss 1.1338499784469604	 Train Accuracy (%): 59.459999084472656 	 Test Accuracy (%): 46.22999954223633	 gHg: 66.22451782226562	 smoothness 18.95124053955078	 sharpness 29.12689971923828
==> Epoch 1698/2000
==> Test
Train Loss 1.0931864976882935	 Train Accuracy (%): 60.68000030517578 	 Test Accuracy (%): 46.79999923706055	 gHg: 73.11238098144531	 smoothness 18.39472770690918	 sharpness 30.928373336791992
==> Epoch 1699/2000
==> Test
Train Loss 1.1041339635849	 Train Accuracy (%): 60.939998626708984 	 Test Accuracy (%): 46.95000076293945	 gHg: 59.275787353515625	 smoothness 18.992595672607422	 sharpness 29.852561950683594
==> Epoch 1700/2000
==> Test
Train Loss 1.0914751291275024	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 47.04999923706055	 gHg: 69.6156005859375	 smoothness 18.843738555908203	 sharpness 30.44487762451172
==> Epoch 1701/2000
==> Test
Train Loss 1.0982486009597778	 Train Accuracy (%): 60.2599983215332 	 Test Accuracy (%): 46.86000061035156	 gHg: 64.82901000976562	 smoothness 19.059490203857422	 sharpness 30.775537490844727
==> Epoch 1702/2000
==> Test
Train Loss 1.103817343711853	 Train Accuracy (%): 60.400001525878906 	 Test Accuracy (%): 47.15999984741211	 gHg: 65.10018920898438	 smoothness 18.739652633666992	 sharpness 30.53340721130371
==> Epoch 1703/2000
==> Test
Train Loss 1.0859736204147339	 Train Accuracy (%): 60.68000030517578 	 Test Accuracy (%): 47.31999969482422	 gHg: 57.51505661010742	 smoothness 18.527690887451172	 sharpness 29.824670791625977
==> Epoch 1704/2000
==> Test
Train Loss 1.0864191055297852	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 46.75	 gHg: 53.72490692138672	 smoothness 18.617523193359375	 sharpness 28.50981330871582
==> Epoch 1705/2000
==> Test
Train Loss 1.0780922174453735	 Train Accuracy (%): 61.2599983215332 	 Test Accuracy (%): 47.52000045776367	 gHg: 57.78078079223633	 smoothness 19.1023006439209	 sharpness 29.422523498535156
==> Epoch 1706/2000
==> Test
Train Loss 1.0783852338790894	 Train Accuracy (%): 60.900001525878906 	 Test Accuracy (%): 46.529998779296875	 gHg: 57.09102249145508	 smoothness 19.09311866760254	 sharpness 27.927379608154297
==> Epoch 1707/2000
==> Test
Train Loss 1.074668049812317	 Train Accuracy (%): 61.279998779296875 	 Test Accuracy (%): 47.18000030517578	 gHg: 67.47136688232422	 smoothness 19.18094825744629	 sharpness 30.1878604888916
==> Epoch 1708/2000
==> Test
Train Loss 1.0993502140045166	 Train Accuracy (%): 60.81999969482422 	 Test Accuracy (%): 46.560001373291016	 gHg: 55.8035888671875	 smoothness 18.9333553314209	 sharpness 28.22344207763672
==> Epoch 1709/2000
==> Test
Train Loss 1.073628544807434	 Train Accuracy (%): 61.880001068115234 	 Test Accuracy (%): 47.45000076293945	 gHg: 56.47998809814453	 smoothness 18.451412200927734	 sharpness 28.726062774658203
==> Epoch 1710/2000
==> Test
Train Loss 1.0810927152633667	 Train Accuracy (%): 60.540000915527344 	 Test Accuracy (%): 46.34000015258789	 gHg: 50.91745376586914	 smoothness 18.960050582885742	 sharpness 28.784223556518555
==> Epoch 1711/2000
==> Test
Train Loss 1.081604242324829	 Train Accuracy (%): 60.81999969482422 	 Test Accuracy (%): 47.31999969482422	 gHg: 63.280113220214844	 smoothness 19.155078887939453	 sharpness 31.143274307250977
==> Epoch 1712/2000
==> Test
Train Loss 1.0862705707550049	 Train Accuracy (%): 60.97999954223633 	 Test Accuracy (%): 46.560001373291016	 gHg: 50.75962448120117	 smoothness 19.0517520904541	 sharpness 28.921066284179688
==> Epoch 1713/2000
==> Test
Train Loss 1.0841472148895264	 Train Accuracy (%): 61.47999954223633 	 Test Accuracy (%): 47.08000183105469	 gHg: 87.94096374511719	 smoothness 19.46560287475586	 sharpness 34.78572463989258
==> Epoch 1714/2000
==> Test
Train Loss 1.1016595363616943	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 46.93000030517578	 gHg: 42.60223388671875	 smoothness 18.574378967285156	 sharpness 27.497901916503906
==> Epoch 1715/2000
==> Test
Train Loss 1.0658479928970337	 Train Accuracy (%): 61.84000015258789 	 Test Accuracy (%): 47.119998931884766	 gHg: 63.89768600463867	 smoothness 18.170501708984375	 sharpness 32.539066314697266
==> Epoch 1716/2000
==> Test
Train Loss 1.0881507396697998	 Train Accuracy (%): 60.63999938964844 	 Test Accuracy (%): 47.4900016784668	 gHg: 35.69260787963867	 smoothness 18.370189666748047	 sharpness 26.73683738708496
==> Epoch 1717/2000
==> Test
Train Loss 1.0634465217590332	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 46.970001220703125	 gHg: 56.266448974609375	 smoothness 18.598676681518555	 sharpness 31.07147216796875
==> Epoch 1718/2000
==> Test
Train Loss 1.0780662298202515	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 47.470001220703125	 gHg: 48.0417366027832	 smoothness 19.394428253173828	 sharpness 27.08404541015625
==> Epoch 1719/2000
==> Test
Train Loss 1.066087245941162	 Train Accuracy (%): 61.84000015258789 	 Test Accuracy (%): 46.400001525878906	 gHg: 69.95852661132812	 smoothness 19.338298797607422	 sharpness 31.689594268798828
==> Epoch 1720/2000
==> Test
Train Loss 1.092420220375061	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 47.189998626708984	 gHg: 69.45594024658203	 smoothness 19.706096649169922	 sharpness 28.79072380065918
==> Epoch 1721/2000
==> Test
Train Loss 1.0896592140197754	 Train Accuracy (%): 60.81999969482422 	 Test Accuracy (%): 45.66999816894531	 gHg: 84.20040893554688	 smoothness 19.357559204101562	 sharpness 30.480220794677734
==> Epoch 1722/2000
==> Test
Train Loss 1.12676203250885	 Train Accuracy (%): 59.400001525878906 	 Test Accuracy (%): 46.349998474121094	 gHg: 84.40451049804688	 smoothness 19.72937774658203	 sharpness 29.192668914794922
==> Epoch 1723/2000
==> Test
Train Loss 1.1243553161621094	 Train Accuracy (%): 59.060001373291016 	 Test Accuracy (%): 45.29999923706055	 gHg: 101.87470245361328	 smoothness 19.530550003051758	 sharpness 30.099876403808594
==> Epoch 1724/2000
==> Test
Train Loss 1.118397831916809	 Train Accuracy (%): 60.7599983215332 	 Test Accuracy (%): 47.09000015258789	 gHg: 72.83433532714844	 smoothness 18.593027114868164	 sharpness 28.077360153198242
==> Epoch 1725/2000
==> Test
Train Loss 1.103188395500183	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 46.119998931884766	 gHg: 60.59809875488281	 smoothness 17.852827072143555	 sharpness 27.545961380004883
==> Epoch 1726/2000
==> Test
Train Loss 1.0730470418930054	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 47.720001220703125	 gHg: 45.12409591674805	 smoothness 17.95734214782715	 sharpness 26.99752426147461
==> Epoch 1727/2000
==> Test
Train Loss 1.070630431175232	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 46.29999923706055	 gHg: 41.01197052001953	 smoothness 17.844205856323242	 sharpness 27.100866317749023
==> Epoch 1728/2000
==> Test
Train Loss 1.0484955310821533	 Train Accuracy (%): 62.2400016784668 	 Test Accuracy (%): 47.900001525878906	 gHg: 41.668663024902344	 smoothness 18.590469360351562	 sharpness 25.674089431762695
==> Epoch 1729/2000
==> Test
Train Loss 1.0605593919754028	 Train Accuracy (%): 61.560001373291016 	 Test Accuracy (%): 46.20000076293945	 gHg: 50.77838897705078	 smoothness 19.114933013916016	 sharpness 29.068828582763672
==> Epoch 1730/2000
==> Test
Train Loss 1.0667709112167358	 Train Accuracy (%): 61.540000915527344 	 Test Accuracy (%): 48.06999969482422	 gHg: 53.10889434814453	 smoothness 19.344093322753906	 sharpness 28.07875633239746
==> Epoch 1731/2000
==> Test
Train Loss 1.0790672302246094	 Train Accuracy (%): 60.119998931884766 	 Test Accuracy (%): 45.900001525878906	 gHg: 76.72622680664062	 smoothness 19.756956100463867	 sharpness 32.29611587524414
==> Epoch 1732/2000
==> Test
Train Loss 1.1063275337219238	 Train Accuracy (%): 60.880001068115234 	 Test Accuracy (%): 47.34000015258789	 gHg: 75.15116882324219	 smoothness 19.497474670410156	 sharpness 30.37302589416504
==> Epoch 1733/2000
==> Test
Train Loss 1.0953996181488037	 Train Accuracy (%): 60.02000045776367 	 Test Accuracy (%): 45.59000015258789	 gHg: 76.5751953125	 smoothness 19.024892807006836	 sharpness 31.001699447631836
==> Epoch 1734/2000
==> Test
Train Loss 1.0976754426956177	 Train Accuracy (%): 60.18000030517578 	 Test Accuracy (%): 47.52000045776367	 gHg: 83.82624053955078	 smoothness 19.260889053344727	 sharpness 30.54123306274414
==> Epoch 1735/2000
==> Test
Train Loss 1.1091089248657227	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 45.7599983215332	 gHg: 62.03270721435547	 smoothness 18.659204483032227	 sharpness 30.251996994018555
==> Epoch 1736/2000
==> Test
Train Loss 1.0872904062271118	 Train Accuracy (%): 61.560001373291016 	 Test Accuracy (%): 47.959999084472656	 gHg: 72.8279037475586	 smoothness 18.55707550048828	 sharpness 30.446203231811523
==> Epoch 1737/2000
==> Test
Train Loss 1.0823289155960083	 Train Accuracy (%): 61.5 	 Test Accuracy (%): 46.41999816894531	 gHg: 45.33905792236328	 smoothness 18.32588005065918	 sharpness 28.00385284423828
==> Epoch 1738/2000
==> Test
Train Loss 1.06062912940979	 Train Accuracy (%): 62.34000015258789 	 Test Accuracy (%): 48.130001068115234	 gHg: 63.219078063964844	 smoothness 18.59357452392578	 sharpness 30.00056266784668
==> Epoch 1739/2000
==> Test
Train Loss 1.0738075971603394	 Train Accuracy (%): 62.2599983215332 	 Test Accuracy (%): 46.61000061035156	 gHg: 46.25989532470703	 smoothness 18.94735336303711	 sharpness 26.699077606201172
==> Epoch 1740/2000
==> Test
Train Loss 1.0737473964691162	 Train Accuracy (%): 61.31999969482422 	 Test Accuracy (%): 48.130001068115234	 gHg: 82.41732025146484	 smoothness 19.716636657714844	 sharpness 32.41373825073242
==> Epoch 1741/2000
==> Test
Train Loss 1.0975241661071777	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 46.5099983215332	 gHg: 57.653587341308594	 smoothness 19.161575317382812	 sharpness 28.753807067871094
==> Epoch 1742/2000
==> Test
Train Loss 1.0825592279434204	 Train Accuracy (%): 61.400001525878906 	 Test Accuracy (%): 47.7599983215332	 gHg: 70.19420623779297	 smoothness 18.59527587890625	 sharpness 31.783010482788086
==> Epoch 1743/2000
==> Test
Train Loss 1.0883851051330566	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 46.59000015258789	 gHg: 70.62452697753906	 smoothness 19.37702751159668	 sharpness 30.761993408203125
==> Epoch 1744/2000
==> Test
Train Loss 1.0973728895187378	 Train Accuracy (%): 61.13999938964844 	 Test Accuracy (%): 47.68000030517578	 gHg: 70.93040466308594	 smoothness 19.251686096191406	 sharpness 31.16792106628418
==> Epoch 1745/2000
==> Test
Train Loss 1.0935308933258057	 Train Accuracy (%): 60.2400016784668 	 Test Accuracy (%): 46.52000045776367	 gHg: 75.88214111328125	 smoothness 19.371673583984375	 sharpness 30.334083557128906
==> Epoch 1746/2000
==> Test
Train Loss 1.0975018739700317	 Train Accuracy (%): 60.70000076293945 	 Test Accuracy (%): 47.630001068115234	 gHg: 66.91220092773438	 smoothness 18.791292190551758	 sharpness 30.134899139404297
==> Epoch 1747/2000
==> Test
Train Loss 1.0867488384246826	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 46.4900016784668	 gHg: 64.8114242553711	 smoothness 18.778141021728516	 sharpness 29.612537384033203
==> Epoch 1748/2000
==> Test
Train Loss 1.0804740190505981	 Train Accuracy (%): 60.880001068115234 	 Test Accuracy (%): 47.630001068115234	 gHg: 59.92970275878906	 smoothness 18.926828384399414	 sharpness 28.976360321044922
==> Epoch 1749/2000
==> Test
Train Loss 1.0618544816970825	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.869998931884766	 gHg: 53.23059844970703	 smoothness 18.48615837097168	 sharpness 28.758296966552734
==> Epoch 1750/2000
==> Test
Train Loss 1.0663177967071533	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 47.77000045776367	 gHg: 45.33856201171875	 smoothness 18.293123245239258	 sharpness 27.77107810974121
==> Epoch 1751/2000
==> Test
Train Loss 1.0490957498550415	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 47.02000045776367	 gHg: 40.528167724609375	 smoothness 18.22803497314453	 sharpness 28.179149627685547
==> Epoch 1752/2000
==> Test
Train Loss 1.0445899963378906	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 47.75	 gHg: 42.02827835083008	 smoothness 18.492509841918945	 sharpness 26.805788040161133
==> Epoch 1753/2000
==> Test
Train Loss 1.0554485321044922	 Train Accuracy (%): 61.68000030517578 	 Test Accuracy (%): 46.86000061035156	 gHg: 43.12615203857422	 smoothness 18.810993194580078	 sharpness 27.84848403930664
==> Epoch 1754/2000
==> Test
Train Loss 1.0704379081726074	 Train Accuracy (%): 61.040000915527344 	 Test Accuracy (%): 47.540000915527344	 gHg: 57.46190643310547	 smoothness 19.45490837097168	 sharpness 29.27454948425293
==> Epoch 1755/2000
==> Test
Train Loss 1.06538724899292	 Train Accuracy (%): 61.91999816894531 	 Test Accuracy (%): 46.369998931884766	 gHg: 60.48095703125	 smoothness 19.555395126342773	 sharpness 27.82371711730957
==> Epoch 1756/2000
==> Test
Train Loss 1.084280014038086	 Train Accuracy (%): 60.34000015258789 	 Test Accuracy (%): 47.04999923706055	 gHg: 70.66310119628906	 smoothness 19.358684539794922	 sharpness 29.263513565063477
==> Epoch 1757/2000
==> Test
Train Loss 1.0886712074279785	 Train Accuracy (%): 60.29999923706055 	 Test Accuracy (%): 45.400001525878906	 gHg: 72.44055938720703	 smoothness 19.290477752685547	 sharpness 30.587099075317383
==> Epoch 1758/2000
==> Test
Train Loss 1.0931916236877441	 Train Accuracy (%): 59.84000015258789 	 Test Accuracy (%): 46.54999923706055	 gHg: 74.6026840209961	 smoothness 19.248214721679688	 sharpness 29.119552612304688
==> Epoch 1759/2000
==> Test
Train Loss 1.0932543277740479	 Train Accuracy (%): 60.380001068115234 	 Test Accuracy (%): 45.209999084472656	 gHg: 85.08367919921875	 smoothness 19.37574577331543	 sharpness 30.0350284576416
==> Epoch 1760/2000
==> Test
Train Loss 1.112858772277832	 Train Accuracy (%): 58.939998626708984 	 Test Accuracy (%): 46.529998779296875	 gHg: 75.97262573242188	 smoothness 18.955135345458984	 sharpness 29.877111434936523
==> Epoch 1761/2000
==> Test
Train Loss 1.0850545167922974	 Train Accuracy (%): 60.65999984741211 	 Test Accuracy (%): 46.09000015258789	 gHg: 80.86749267578125	 smoothness 18.85489273071289	 sharpness 30.59673500061035
==> Epoch 1762/2000
==> Test
Train Loss 1.0999655723571777	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 46.41999816894531	 gHg: 72.93914031982422	 smoothness 18.8703556060791	 sharpness 29.64876365661621
==> Epoch 1763/2000
==> Test
Train Loss 1.0835500955581665	 Train Accuracy (%): 60.63999938964844 	 Test Accuracy (%): 46.59000015258789	 gHg: 74.5621109008789	 smoothness 18.904455184936523	 sharpness 29.355789184570312
==> Epoch 1764/2000
==> Test
Train Loss 1.0997488498687744	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 46.47999954223633	 gHg: 74.22730255126953	 smoothness 19.149965286254883	 sharpness 28.012449264526367
==> Epoch 1765/2000
==> Test
Train Loss 1.0867578983306885	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 46.470001220703125	 gHg: 66.35774993896484	 smoothness 18.808284759521484	 sharpness 28.411659240722656
==> Epoch 1766/2000
==> Test
Train Loss 1.08558189868927	 Train Accuracy (%): 60.7599983215332 	 Test Accuracy (%): 46.52000045776367	 gHg: 79.43183898925781	 smoothness 18.91807746887207	 sharpness 29.424354553222656
==> Epoch 1767/2000
==> Test
Train Loss 1.0905494689941406	 Train Accuracy (%): 59.599998474121094 	 Test Accuracy (%): 46.31999969482422	 gHg: 56.46704864501953	 smoothness 18.81015968322754	 sharpness 26.658985137939453
==> Epoch 1768/2000
==> Test
Train Loss 1.074415922164917	 Train Accuracy (%): 61.02000045776367 	 Test Accuracy (%): 45.959999084472656	 gHg: 94.75054168701172	 smoothness 19.506067276000977	 sharpness 31.10464859008789
==> Epoch 1769/2000
==> Test
Train Loss 1.0981051921844482	 Train Accuracy (%): 60.08000183105469 	 Test Accuracy (%): 46.470001220703125	 gHg: 52.194297790527344	 smoothness 18.586145401000977	 sharpness 26.92428970336914
==> Epoch 1770/2000
==> Test
Train Loss 1.0621206760406494	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 46.45000076293945	 gHg: 60.6110954284668	 smoothness 17.980003356933594	 sharpness 28.05453872680664
==> Epoch 1771/2000
==> Test
Train Loss 1.0806770324707031	 Train Accuracy (%): 61.15999984741211 	 Test Accuracy (%): 46.11000061035156	 gHg: 47.28266525268555	 smoothness 18.802074432373047	 sharpness 25.55948257446289
==> Epoch 1772/2000
==> Test
Train Loss 1.0570389032363892	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 46.630001068115234	 gHg: 59.81122970581055	 smoothness 18.877243041992188	 sharpness 27.9080810546875
==> Epoch 1773/2000
==> Test
Train Loss 1.0721238851547241	 Train Accuracy (%): 61.52000045776367 	 Test Accuracy (%): 46.029998779296875	 gHg: 54.83243179321289	 smoothness 19.267745971679688	 sharpness 26.626262664794922
==> Epoch 1774/2000
==> Test
Train Loss 1.0718457698822021	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.15999984741211	 gHg: 71.86338806152344	 smoothness 19.571529388427734	 sharpness 29.402856826782227
==> Epoch 1775/2000
==> Test
Train Loss 1.082822561264038	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 46.560001373291016	 gHg: 67.10822296142578	 smoothness 19.36488151550293	 sharpness 26.39424705505371
==> Epoch 1776/2000
==> Test
Train Loss 1.087599754333496	 Train Accuracy (%): 61.279998779296875 	 Test Accuracy (%): 46.08000183105469	 gHg: 85.26219940185547	 smoothness 19.446149826049805	 sharpness 31.151918411254883
==> Epoch 1777/2000
==> Test
Train Loss 1.0941683053970337	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 46.93000030517578	 gHg: 73.26345825195312	 smoothness 19.240760803222656	 sharpness 27.950511932373047
==> Epoch 1778/2000
==> Test
Train Loss 1.086995244026184	 Train Accuracy (%): 61.060001373291016 	 Test Accuracy (%): 45.650001525878906	 gHg: 95.11930847167969	 smoothness 19.27350425720215	 sharpness 31.014162063598633
==> Epoch 1779/2000
==> Test
Train Loss 1.1061789989471436	 Train Accuracy (%): 61.36000061035156 	 Test Accuracy (%): 47.38999938964844	 gHg: 69.68602752685547	 smoothness 18.9011287689209	 sharpness 28.17353057861328
==> Epoch 1780/2000
==> Test
Train Loss 1.07345449924469	 Train Accuracy (%): 61.939998626708984 	 Test Accuracy (%): 46.40999984741211	 gHg: 75.88914489746094	 smoothness 18.449800491333008	 sharpness 29.679080963134766
==> Epoch 1781/2000
==> Test
Train Loss 1.0915894508361816	 Train Accuracy (%): 61.08000183105469 	 Test Accuracy (%): 47.72999954223633	 gHg: 56.874427795410156	 smoothness 18.71721839904785	 sharpness 27.119617462158203
==> Epoch 1782/2000
==> Test
Train Loss 1.072739839553833	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 46.689998626708984	 gHg: 70.29399871826172	 smoothness 18.949996948242188	 sharpness 29.31692886352539
==> Epoch 1783/2000
==> Test
Train Loss 1.0728168487548828	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 46.95000076293945	 gHg: 64.33930969238281	 smoothness 19.221723556518555	 sharpness 27.354854583740234
==> Epoch 1784/2000
==> Test
Train Loss 1.067143201828003	 Train Accuracy (%): 61.84000015258789 	 Test Accuracy (%): 46.5099983215332	 gHg: 70.34398651123047	 smoothness 18.989662170410156	 sharpness 28.332117080688477
==> Epoch 1785/2000
==> Test
Train Loss 1.0763293504714966	 Train Accuracy (%): 61.2400016784668 	 Test Accuracy (%): 47.349998474121094	 gHg: 66.22127532958984	 smoothness 19.000341415405273	 sharpness 28.504932403564453
==> Epoch 1786/2000
==> Test
Train Loss 1.070007085800171	 Train Accuracy (%): 61.68000030517578 	 Test Accuracy (%): 46.90999984741211	 gHg: 60.29970169067383	 smoothness 18.560134887695312	 sharpness 28.623769760131836
==> Epoch 1787/2000
==> Test
Train Loss 1.0590295791625977	 Train Accuracy (%): 60.84000015258789 	 Test Accuracy (%): 47.33000183105469	 gHg: 56.695884704589844	 smoothness 18.629335403442383	 sharpness 28.254487991333008
==> Epoch 1788/2000
==> Test
Train Loss 1.0466872453689575	 Train Accuracy (%): 62.52000045776367 	 Test Accuracy (%): 46.84000015258789	 gHg: 50.77378845214844	 smoothness 18.623973846435547	 sharpness 29.423725128173828
==> Epoch 1789/2000
==> Test
Train Loss 1.0463794469833374	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 47.029998779296875	 gHg: 48.03888702392578	 smoothness 18.55262565612793	 sharpness 28.207231521606445
==> Epoch 1790/2000
==> Test
Train Loss 1.0470216274261475	 Train Accuracy (%): 62.2400016784668 	 Test Accuracy (%): 46.86000061035156	 gHg: 42.49418640136719	 smoothness 18.340543746948242	 sharpness 28.748071670532227
==> Epoch 1791/2000
==> Test
Train Loss 1.0400699377059937	 Train Accuracy (%): 62.0 	 Test Accuracy (%): 47.459999084472656	 gHg: 39.300445556640625	 smoothness 18.350717544555664	 sharpness 27.495248794555664
==> Epoch 1792/2000
==> Test
Train Loss 1.046952486038208	 Train Accuracy (%): 62.86000061035156 	 Test Accuracy (%): 46.90999984741211	 gHg: 49.422569274902344	 smoothness 19.13910675048828	 sharpness 28.89813804626465
==> Epoch 1793/2000
==> Test
Train Loss 1.0460313558578491	 Train Accuracy (%): 61.880001068115234 	 Test Accuracy (%): 46.97999954223633	 gHg: 48.564823150634766	 smoothness 19.14017677307129	 sharpness 27.912546157836914
==> Epoch 1794/2000
==> Test
Train Loss 1.045408010482788	 Train Accuracy (%): 62.70000076293945 	 Test Accuracy (%): 47.060001373291016	 gHg: 58.65788269042969	 smoothness 18.931541442871094	 sharpness 29.261669158935547
==> Epoch 1795/2000
==> Test
Train Loss 1.069292426109314	 Train Accuracy (%): 61.70000076293945 	 Test Accuracy (%): 46.619998931884766	 gHg: 51.5853385925293	 smoothness 19.1622314453125	 sharpness 28.3820858001709
==> Epoch 1796/2000
==> Test
Train Loss 1.0569010972976685	 Train Accuracy (%): 61.52000045776367 	 Test Accuracy (%): 46.65999984741211	 gHg: 77.37648010253906	 smoothness 19.53877830505371	 sharpness 31.439485549926758
==> Epoch 1797/2000
==> Test
Train Loss 1.0819090604782104	 Train Accuracy (%): 61.099998474121094 	 Test Accuracy (%): 46.06999969482422	 gHg: 66.18649291992188	 smoothness 19.41251564025879	 sharpness 28.54328727722168
==> Epoch 1798/2000
==> Test
Train Loss 1.0786627531051636	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 47.08000183105469	 gHg: 78.65628051757812	 smoothness 19.177490234375	 sharpness 30.227041244506836
==> Epoch 1799/2000
==> Test
Train Loss 1.0632771253585815	 Train Accuracy (%): 61.68000030517578 	 Test Accuracy (%): 46.220001220703125	 gHg: 76.2984848022461	 smoothness 19.222030639648438	 sharpness 29.2811222076416
==> Epoch 1800/2000
==> Test
Train Loss 1.0839232206344604	 Train Accuracy (%): 61.459999084472656 	 Test Accuracy (%): 47.2599983215332	 gHg: 74.46687316894531	 smoothness 18.93121337890625	 sharpness 29.45635414123535
==> Epoch 1801/2000
==> Test
Train Loss 1.0772589445114136	 Train Accuracy (%): 61.65999984741211 	 Test Accuracy (%): 46.20000076293945	 gHg: 70.76750946044922	 smoothness 18.88397216796875	 sharpness 28.59638786315918
==> Epoch 1802/2000
==> Test
Train Loss 1.0727319717407227	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 47.4900016784668	 gHg: 71.81027221679688	 smoothness 18.95647621154785	 sharpness 29.268802642822266
==> Epoch 1803/2000
==> Test
Train Loss 1.0708378553390503	 Train Accuracy (%): 61.619998931884766 	 Test Accuracy (%): 45.7400016784668	 gHg: 64.10646057128906	 smoothness 18.75422477722168	 sharpness 26.736631393432617
==> Epoch 1804/2000
==> Test
Train Loss 1.0789716243743896	 Train Accuracy (%): 61.220001220703125 	 Test Accuracy (%): 47.70000076293945	 gHg: 60.75012969970703	 smoothness 18.5162353515625	 sharpness 29.79949188232422
==> Epoch 1805/2000
==> Test
Train Loss 1.045956015586853	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 46.369998931884766	 gHg: 47.976051330566406	 smoothness 18.385555267333984	 sharpness 27.825511932373047
==> Epoch 1806/2000
==> Test
Train Loss 1.044884443283081	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 48.25	 gHg: 53.52564239501953	 smoothness 18.5632266998291	 sharpness 29.1126766204834
==> Epoch 1807/2000
==> Test
Train Loss 1.050307273864746	 Train Accuracy (%): 62.779998779296875 	 Test Accuracy (%): 46.4900016784668	 gHg: 45.759925842285156	 smoothness 18.596792221069336	 sharpness 28.80771827697754
==> Epoch 1808/2000
==> Test
Train Loss 1.0341205596923828	 Train Accuracy (%): 63.29999923706055 	 Test Accuracy (%): 48.06999969482422	 gHg: 66.31172943115234	 smoothness 19.209091186523438	 sharpness 30.997983932495117
==> Epoch 1809/2000
==> Test
Train Loss 1.0522785186767578	 Train Accuracy (%): 62.15999984741211 	 Test Accuracy (%): 46.650001525878906	 gHg: 47.292884826660156	 smoothness 18.80092430114746	 sharpness 28.524160385131836
==> Epoch 1810/2000
==> Test
Train Loss 1.0507696866989136	 Train Accuracy (%): 61.900001525878906 	 Test Accuracy (%): 48.279998779296875	 gHg: 74.13885498046875	 smoothness 19.340375900268555	 sharpness 31.66722869873047
==> Epoch 1811/2000
==> Test
Train Loss 1.074188232421875	 Train Accuracy (%): 61.7599983215332 	 Test Accuracy (%): 46.529998779296875	 gHg: 69.29679870605469	 smoothness 19.720033645629883	 sharpness 29.733501434326172
==> Epoch 1812/2000
==> Test
Train Loss 1.0712918043136597	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 48.09000015258789	 gHg: 83.65495300292969	 smoothness 19.345924377441406	 sharpness 31.160669326782227
==> Epoch 1813/2000
==> Test
Train Loss 1.0943249464035034	 Train Accuracy (%): 61.02000045776367 	 Test Accuracy (%): 46.59000015258789	 gHg: 87.47590637207031	 smoothness 19.286500930786133	 sharpness 31.927888870239258
==> Epoch 1814/2000
==> Test
Train Loss 1.093026041984558	 Train Accuracy (%): 60.040000915527344 	 Test Accuracy (%): 48.04999923706055	 gHg: 64.79425048828125	 smoothness 18.617870330810547	 sharpness 28.855915069580078
==> Epoch 1815/2000
==> Test
Train Loss 1.0612096786499023	 Train Accuracy (%): 61.81999969482422 	 Test Accuracy (%): 46.810001373291016	 gHg: 64.67396545410156	 smoothness 18.373844146728516	 sharpness 30.239025115966797
==> Epoch 1816/2000
==> Test
Train Loss 1.0577011108398438	 Train Accuracy (%): 62.220001220703125 	 Test Accuracy (%): 48.04999923706055	 gHg: 49.15998840332031	 smoothness 18.49793815612793	 sharpness 27.844083786010742
==> Epoch 1817/2000
==> Test
Train Loss 1.0359721183776855	 Train Accuracy (%): 63.63999938964844 	 Test Accuracy (%): 46.939998626708984	 gHg: 56.57376480102539	 smoothness 18.669443130493164	 sharpness 30.920263290405273
==> Epoch 1818/2000
==> Test
Train Loss 1.043704628944397	 Train Accuracy (%): 62.720001220703125 	 Test Accuracy (%): 47.900001525878906	 gHg: 41.13980484008789	 smoothness 18.299156188964844	 sharpness 27.175199508666992
==> Epoch 1819/2000
==> Test
Train Loss 1.0289781093597412	 Train Accuracy (%): 63.540000915527344 	 Test Accuracy (%): 46.880001068115234	 gHg: 45.04283905029297	 smoothness 18.209733963012695	 sharpness 30.411109924316406
==> Epoch 1820/2000
==> Test
Train Loss 1.0362577438354492	 Train Accuracy (%): 63.099998474121094 	 Test Accuracy (%): 47.970001220703125	 gHg: 40.93128967285156	 smoothness 18.72994041442871	 sharpness 27.848857879638672
==> Epoch 1821/2000
==> Test
Train Loss 1.0342861413955688	 Train Accuracy (%): 63.2599983215332 	 Test Accuracy (%): 46.9900016784668	 gHg: 41.136322021484375	 smoothness 18.27664566040039	 sharpness 29.220142364501953
==> Epoch 1822/2000
==> Test
Train Loss 1.0251851081848145	 Train Accuracy (%): 62.97999954223633 	 Test Accuracy (%): 47.56999969482422	 gHg: 39.708168029785156	 smoothness 18.33952522277832	 sharpness 27.152767181396484
==> Epoch 1823/2000
==> Test
Train Loss 1.0352059602737427	 Train Accuracy (%): 63.34000015258789 	 Test Accuracy (%): 46.970001220703125	 gHg: 42.96580505371094	 smoothness 18.676715850830078	 sharpness 28.488527297973633
==> Epoch 1824/2000
==> Test
Train Loss 1.043626308441162	 Train Accuracy (%): 62.720001220703125 	 Test Accuracy (%): 47.15999984741211	 gHg: 49.05817413330078	 smoothness 19.258752822875977	 sharpness 28.43630599975586
==> Epoch 1825/2000
==> Test
Train Loss 1.0429260730743408	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 46.459999084472656	 gHg: 66.40975952148438	 smoothness 19.70447540283203	 sharpness 26.8941593170166
==> Epoch 1826/2000
==> Test
Train Loss 1.0707817077636719	 Train Accuracy (%): 61.41999816894531 	 Test Accuracy (%): 46.9900016784668	 gHg: 63.68544006347656	 smoothness 19.45187759399414	 sharpness 28.037710189819336
==> Epoch 1827/2000
==> Test
Train Loss 1.069229245185852	 Train Accuracy (%): 61.0 	 Test Accuracy (%): 45.95000076293945	 gHg: 80.60095977783203	 smoothness 19.4462947845459	 sharpness 30.631824493408203
==> Epoch 1828/2000
==> Test
Train Loss 1.063841462135315	 Train Accuracy (%): 61.15999984741211 	 Test Accuracy (%): 46.68000030517578	 gHg: 72.22332763671875	 smoothness 19.345176696777344	 sharpness 29.343568801879883
==> Epoch 1829/2000
==> Test
Train Loss 1.0782978534698486	 Train Accuracy (%): 60.939998626708984 	 Test Accuracy (%): 45.65999984741211	 gHg: 99.064697265625	 smoothness 19.608861923217773	 sharpness 31.446945190429688
==> Epoch 1830/2000
==> Test
Train Loss 1.1016942262649536	 Train Accuracy (%): 59.7400016784668 	 Test Accuracy (%): 46.709999084472656	 gHg: 80.7498779296875	 smoothness 19.371980667114258	 sharpness 29.936613082885742
==> Epoch 1831/2000
==> Test
Train Loss 1.0888739824295044	 Train Accuracy (%): 59.900001525878906 	 Test Accuracy (%): 45.20000076293945	 gHg: 119.06163024902344	 smoothness 19.334915161132812	 sharpness 33.60034942626953
==> Epoch 1832/2000
==> Test
Train Loss 1.112870454788208	 Train Accuracy (%): 59.599998474121094 	 Test Accuracy (%): 47.369998931884766	 gHg: 58.86641311645508	 smoothness 18.479623794555664	 sharpness 28.265113830566406
==> Epoch 1833/2000
==> Test
Train Loss 1.0499496459960938	 Train Accuracy (%): 61.84000015258789 	 Test Accuracy (%): 46.11000061035156	 gHg: 69.92090606689453	 smoothness 17.657812118530273	 sharpness 29.71582794189453
==> Epoch 1834/2000
==> Test
Train Loss 1.0598102807998657	 Train Accuracy (%): 62.02000045776367 	 Test Accuracy (%): 47.959999084472656	 gHg: 37.76457595825195	 smoothness 18.118671417236328	 sharpness 26.64936637878418
==> Epoch 1835/2000
==> Test
Train Loss 1.0264074802398682	 Train Accuracy (%): 63.599998474121094 	 Test Accuracy (%): 46.38999938964844	 gHg: 48.791847229003906	 smoothness 18.002216339111328	 sharpness 27.985252380371094
==> Epoch 1836/2000
==> Test
Train Loss 1.042536973953247	 Train Accuracy (%): 62.040000915527344 	 Test Accuracy (%): 48.279998779296875	 gHg: 35.383094787597656	 smoothness 18.471725463867188	 sharpness 26.61065101623535
==> Epoch 1837/2000
==> Test
Train Loss 1.0339810848236084	 Train Accuracy (%): 62.52000045776367 	 Test Accuracy (%): 46.040000915527344	 gHg: 57.952659606933594	 smoothness 19.255678176879883	 sharpness 29.297523498535156
==> Epoch 1838/2000
==> Test
Train Loss 1.0525799989700317	 Train Accuracy (%): 62.2599983215332 	 Test Accuracy (%): 48.599998474121094	 gHg: 52.76435089111328	 smoothness 19.643718719482422	 sharpness 28.590721130371094
==> Epoch 1839/2000
==> Test
Train Loss 1.0597723722457886	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 45.7599983215332	 gHg: 68.9461669921875	 smoothness 19.35150718688965	 sharpness 29.8619441986084
==> Epoch 1840/2000
==> Test
Train Loss 1.0585025548934937	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 48.0099983215332	 gHg: 65.53179931640625	 smoothness 19.271909713745117	 sharpness 29.100988388061523
==> Epoch 1841/2000
==> Test
Train Loss 1.0560272932052612	 Train Accuracy (%): 61.439998626708984 	 Test Accuracy (%): 46.040000915527344	 gHg: 69.89044189453125	 smoothness 18.97664451599121	 sharpness 29.34878921508789
==> Epoch 1842/2000
==> Test
Train Loss 1.0531872510910034	 Train Accuracy (%): 63.0 	 Test Accuracy (%): 47.61000061035156	 gHg: 69.98759460449219	 smoothness 19.000858306884766	 sharpness 27.98518943786621
==> Epoch 1843/2000
==> Test
Train Loss 1.0663491487503052	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.43000030517578	 gHg: 71.74578857421875	 smoothness 19.164386749267578	 sharpness 27.93879508972168
==> Epoch 1844/2000
==> Test
Train Loss 1.0669293403625488	 Train Accuracy (%): 62.08000183105469 	 Test Accuracy (%): 46.63999938964844	 gHg: 87.1319580078125	 smoothness 19.45585823059082	 sharpness 30.223888397216797
==> Epoch 1845/2000
==> Test
Train Loss 1.0748893022537231	 Train Accuracy (%): 61.7599983215332 	 Test Accuracy (%): 46.27000045776367	 gHg: 82.59258270263672	 smoothness 19.299867630004883	 sharpness 29.028850555419922
==> Epoch 1846/2000
==> Test
Train Loss 1.080683946609497	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 46.279998779296875	 gHg: 94.10821533203125	 smoothness 19.520721435546875	 sharpness 29.69574737548828
==> Epoch 1847/2000
==> Test
Train Loss 1.1006637811660767	 Train Accuracy (%): 60.959999084472656 	 Test Accuracy (%): 46.09000015258789	 gHg: 109.94099426269531	 smoothness 19.610820770263672	 sharpness 31.589378356933594
==> Epoch 1848/2000
==> Test
Train Loss 1.11094331741333	 Train Accuracy (%): 60.599998474121094 	 Test Accuracy (%): 46.31999969482422	 gHg: 94.28434753417969	 smoothness 19.184572219848633	 sharpness 29.38140869140625
==> Epoch 1849/2000
==> Test
Train Loss 1.0996251106262207	 Train Accuracy (%): 60.619998931884766 	 Test Accuracy (%): 46.4900016784668	 gHg: 107.96837615966797	 smoothness 18.90959930419922	 sharpness 31.288984298706055
==> Epoch 1850/2000
==> Test
Train Loss 1.0979223251342773	 Train Accuracy (%): 61.2599983215332 	 Test Accuracy (%): 46.27000045776367	 gHg: 74.32832336425781	 smoothness 18.49264907836914	 sharpness 27.00967025756836
==> Epoch 1851/2000
==> Test
Train Loss 1.0683218240737915	 Train Accuracy (%): 62.18000030517578 	 Test Accuracy (%): 47.65999984741211	 gHg: 71.2633056640625	 smoothness 18.26817512512207	 sharpness 29.18831443786621
==> Epoch 1852/2000
==> Test
Train Loss 1.0614819526672363	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 46.2599983215332	 gHg: 56.491119384765625	 smoothness 18.49942970275879	 sharpness 27.659982681274414
==> Epoch 1853/2000
==> Test
Train Loss 1.0436822175979614	 Train Accuracy (%): 63.060001373291016 	 Test Accuracy (%): 48.02000045776367	 gHg: 56.16230392456055	 smoothness 18.242979049682617	 sharpness 28.424964904785156
==> Epoch 1854/2000
==> Test
Train Loss 1.0471302270889282	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 46.279998779296875	 gHg: 49.4255256652832	 smoothness 18.56256103515625	 sharpness 27.698165893554688
==> Epoch 1855/2000
==> Test
Train Loss 1.0260568857192993	 Train Accuracy (%): 63.41999816894531 	 Test Accuracy (%): 48.08000183105469	 gHg: 67.33949279785156	 smoothness 19.18791961669922	 sharpness 29.087743759155273
==> Epoch 1856/2000
==> Test
Train Loss 1.069901466369629	 Train Accuracy (%): 61.18000030517578 	 Test Accuracy (%): 46.220001220703125	 gHg: 62.303321838378906	 smoothness 19.483781814575195	 sharpness 28.77389907836914
==> Epoch 1857/2000
==> Test
Train Loss 1.0514137744903564	 Train Accuracy (%): 62.52000045776367 	 Test Accuracy (%): 46.83000183105469	 gHg: 103.36407470703125	 smoothness 19.864755630493164	 sharpness 32.8700065612793
==> Epoch 1858/2000
==> Test
Train Loss 1.0928846597671509	 Train Accuracy (%): 60.52000045776367 	 Test Accuracy (%): 46.13999938964844	 gHg: 71.5772476196289	 smoothness 19.41347312927246	 sharpness 28.718175888061523
==> Epoch 1859/2000
==> Test
Train Loss 1.0735712051391602	 Train Accuracy (%): 60.720001220703125 	 Test Accuracy (%): 46.65999984741211	 gHg: 123.39810943603516	 smoothness 19.57728385925293	 sharpness 33.55715560913086
==> Epoch 1860/2000
==> Test
Train Loss 1.1072971820831299	 Train Accuracy (%): 60.34000015258789 	 Test Accuracy (%): 46.529998779296875	 gHg: 67.8563003540039	 smoothness 18.892671585083008	 sharpness 29.16191291809082
==> Epoch 1861/2000
==> Test
Train Loss 1.0633985996246338	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 47.09000015258789	 gHg: 80.29719543457031	 smoothness 18.257904052734375	 sharpness 30.80207633972168
==> Epoch 1862/2000
==> Test
Train Loss 1.0676409006118774	 Train Accuracy (%): 61.31999969482422 	 Test Accuracy (%): 47.04999923706055	 gHg: 55.17301559448242	 smoothness 18.80066680908203	 sharpness 28.376489639282227
==> Epoch 1863/2000
==> Test
Train Loss 1.0469660758972168	 Train Accuracy (%): 62.02000045776367 	 Test Accuracy (%): 47.34000015258789	 gHg: 62.2979736328125	 smoothness 18.342472076416016	 sharpness 29.53278923034668
==> Epoch 1864/2000
==> Test
Train Loss 1.0355994701385498	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 47.779998779296875	 gHg: 43.10308837890625	 smoothness 18.304153442382812	 sharpness 27.48096466064453
==> Epoch 1865/2000
==> Test
Train Loss 1.0374398231506348	 Train Accuracy (%): 62.459999084472656 	 Test Accuracy (%): 47.880001068115234	 gHg: 43.03064727783203	 smoothness 18.288198471069336	 sharpness 28.275020599365234
==> Epoch 1866/2000
==> Test
Train Loss 1.0309783220291138	 Train Accuracy (%): 62.34000015258789 	 Test Accuracy (%): 47.810001373291016	 gHg: 46.30207824707031	 smoothness 18.821075439453125	 sharpness 28.353910446166992
==> Epoch 1867/2000
==> Test
Train Loss 1.0282796621322632	 Train Accuracy (%): 62.34000015258789 	 Test Accuracy (%): 46.97999954223633	 gHg: 46.06683349609375	 smoothness 19.043540954589844	 sharpness 26.791589736938477
==> Epoch 1868/2000
==> Test
Train Loss 1.0332785844802856	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 47.47999954223633	 gHg: 60.424652099609375	 smoothness 19.40650749206543	 sharpness 29.21773338317871
==> Epoch 1869/2000
==> Test
Train Loss 1.048093318939209	 Train Accuracy (%): 61.91999816894531 	 Test Accuracy (%): 46.91999816894531	 gHg: 52.138755798339844	 smoothness 19.0052490234375	 sharpness 27.096166610717773
==> Epoch 1870/2000
==> Test
Train Loss 1.0274056196212769	 Train Accuracy (%): 62.939998626708984 	 Test Accuracy (%): 47.16999816894531	 gHg: 52.73576354980469	 smoothness 18.612842559814453	 sharpness 28.620702743530273
==> Epoch 1871/2000
==> Test
Train Loss 1.0350393056869507	 Train Accuracy (%): 62.65999984741211 	 Test Accuracy (%): 46.869998931884766	 gHg: 53.38713073730469	 smoothness 19.043241500854492	 sharpness 27.709060668945312
==> Epoch 1872/2000
==> Test
Train Loss 1.0353353023529053	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 47.439998626708984	 gHg: 51.99678039550781	 smoothness 18.777772903442383	 sharpness 28.61870765686035
==> Epoch 1873/2000
==> Test
Train Loss 1.0268046855926514	 Train Accuracy (%): 62.81999969482422 	 Test Accuracy (%): 46.720001220703125	 gHg: 49.249298095703125	 smoothness 18.600725173950195	 sharpness 26.611562728881836
==> Epoch 1874/2000
==> Test
Train Loss 1.0363984107971191	 Train Accuracy (%): 62.13999938964844 	 Test Accuracy (%): 47.380001068115234	 gHg: 49.721778869628906	 smoothness 18.55959129333496	 sharpness 28.824777603149414
==> Epoch 1875/2000
==> Test
Train Loss 1.0215049982070923	 Train Accuracy (%): 63.880001068115234 	 Test Accuracy (%): 47.310001373291016	 gHg: 37.71308517456055	 smoothness 18.180866241455078	 sharpness 27.65510368347168
==> Epoch 1876/2000
==> Test
Train Loss 1.0194751024246216	 Train Accuracy (%): 62.86000061035156 	 Test Accuracy (%): 46.72999954223633	 gHg: 43.43329620361328	 smoothness 18.39784812927246	 sharpness 26.591962814331055
==> Epoch 1877/2000
==> Test
Train Loss 1.02964448928833	 Train Accuracy (%): 63.02000045776367 	 Test Accuracy (%): 46.5	 gHg: 46.233604431152344	 smoothness 19.275320053100586	 sharpness 28.662921905517578
==> Epoch 1878/2000
==> Test
Train Loss 1.0307730436325073	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 46.279998779296875	 gHg: 60.818355560302734	 smoothness 19.49330711364746	 sharpness 28.895736694335938
==> Epoch 1879/2000
==> Test
Train Loss 1.0468829870224	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 46.77000045776367	 gHg: 57.82476806640625	 smoothness 18.99336051940918	 sharpness 29.7029972076416
==> Epoch 1880/2000
==> Test
Train Loss 1.052182912826538	 Train Accuracy (%): 62.119998931884766 	 Test Accuracy (%): 45.959999084472656	 gHg: 64.31208801269531	 smoothness 19.068204879760742	 sharpness 29.015153884887695
==> Epoch 1881/2000
==> Test
Train Loss 1.050275444984436	 Train Accuracy (%): 62.220001220703125 	 Test Accuracy (%): 46.060001373291016	 gHg: 86.0120849609375	 smoothness 19.99265480041504	 sharpness 32.02616500854492
==> Epoch 1882/2000
==> Test
Train Loss 1.0851823091506958	 Train Accuracy (%): 60.5 	 Test Accuracy (%): 46.099998474121094	 gHg: 78.25747680664062	 smoothness 19.406728744506836	 sharpness 29.366838455200195
==> Epoch 1883/2000
==> Test
Train Loss 1.0812386274337769	 Train Accuracy (%): 59.939998626708984 	 Test Accuracy (%): 46.11000061035156	 gHg: 86.30473327636719	 smoothness 19.138391494750977	 sharpness 31.312347412109375
==> Epoch 1884/2000
==> Test
Train Loss 1.0877571105957031	 Train Accuracy (%): 60.20000076293945 	 Test Accuracy (%): 46.0099983215332	 gHg: 81.61795806884766	 smoothness 19.050745010375977	 sharpness 30.653440475463867
==> Epoch 1885/2000
==> Test
Train Loss 1.0677260160446167	 Train Accuracy (%): 61.63999938964844 	 Test Accuracy (%): 46.7400016784668	 gHg: 68.45364379882812	 smoothness 18.578889846801758	 sharpness 29.349557876586914
==> Epoch 1886/2000
==> Test
Train Loss 1.0349196195602417	 Train Accuracy (%): 62.5 	 Test Accuracy (%): 46.33000183105469	 gHg: 67.32383728027344	 smoothness 18.4843692779541	 sharpness 29.303176879882812
==> Epoch 1887/2000
==> Test
Train Loss 1.0471733808517456	 Train Accuracy (%): 62.70000076293945 	 Test Accuracy (%): 46.779998779296875	 gHg: 60.585105895996094	 smoothness 18.806840896606445	 sharpness 28.374614715576172
==> Epoch 1888/2000
==> Test
Train Loss 1.0437895059585571	 Train Accuracy (%): 62.380001068115234 	 Test Accuracy (%): 46.029998779296875	 gHg: 69.13587188720703	 smoothness 19.180042266845703	 sharpness 29.326669692993164
==> Epoch 1889/2000
==> Test
Train Loss 1.0486390590667725	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 46.54999923706055	 gHg: 81.30827331542969	 smoothness 19.5030460357666	 sharpness 30.3028564453125
==> Epoch 1890/2000
==> Test
Train Loss 1.0691481828689575	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 45.7599983215332	 gHg: 85.03946685791016	 smoothness 19.544527053833008	 sharpness 29.32508087158203
==> Epoch 1891/2000
==> Test
Train Loss 1.071409821510315	 Train Accuracy (%): 61.959999084472656 	 Test Accuracy (%): 46.45000076293945	 gHg: 117.9361801147461	 smoothness 19.74273109436035	 sharpness 32.290504455566406
==> Epoch 1892/2000
==> Test
Train Loss 1.0985972881317139	 Train Accuracy (%): 61.13999938964844 	 Test Accuracy (%): 46.040000915527344	 gHg: 77.91336059570312	 smoothness 18.915197372436523	 sharpness 27.41998291015625
==> Epoch 1893/2000
==> Test
Train Loss 1.0652719736099243	 Train Accuracy (%): 62.5 	 Test Accuracy (%): 46.68000030517578	 gHg: 101.57084655761719	 smoothness 18.73902130126953	 sharpness 31.173316955566406
==> Epoch 1894/2000
==> Test
Train Loss 1.0780390501022339	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 46.08000183105469	 gHg: 64.69512939453125	 smoothness 18.744659423828125	 sharpness 27.755510330200195
==> Epoch 1895/2000
==> Test
Train Loss 1.0502394437789917	 Train Accuracy (%): 63.20000076293945 	 Test Accuracy (%): 47.119998931884766	 gHg: 86.67401123046875	 smoothness 18.70501136779785	 sharpness 30.580007553100586
==> Epoch 1896/2000
==> Test
Train Loss 1.0635823011398315	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 46.15999984741211	 gHg: 61.25566864013672	 smoothness 18.887718200683594	 sharpness 27.88204574584961
==> Epoch 1897/2000
==> Test
Train Loss 1.0489857196807861	 Train Accuracy (%): 62.81999969482422 	 Test Accuracy (%): 47.63999938964844	 gHg: 74.82202911376953	 smoothness 18.629375457763672	 sharpness 28.33833122253418
==> Epoch 1898/2000
==> Test
Train Loss 1.0412437915802002	 Train Accuracy (%): 63.040000915527344 	 Test Accuracy (%): 46.5	 gHg: 51.997650146484375	 smoothness 18.62007713317871	 sharpness 27.028345108032227
==> Epoch 1899/2000
==> Test
Train Loss 1.0265352725982666	 Train Accuracy (%): 63.540000915527344 	 Test Accuracy (%): 48.06999969482422	 gHg: 64.74052429199219	 smoothness 18.52463150024414	 sharpness 30.1204891204834
==> Epoch 1900/2000
==> Test
Train Loss 1.0412569046020508	 Train Accuracy (%): 62.86000061035156 	 Test Accuracy (%): 46.209999084472656	 gHg: 53.78712463378906	 smoothness 19.08930015563965	 sharpness 27.647165298461914
==> Epoch 1901/2000
==> Test
Train Loss 1.0259250402450562	 Train Accuracy (%): 63.7599983215332 	 Test Accuracy (%): 48.33000183105469	 gHg: 69.2008056640625	 smoothness 19.207508087158203	 sharpness 30.167327880859375
==> Epoch 1902/2000
==> Test
Train Loss 1.0594391822814941	 Train Accuracy (%): 61.34000015258789 	 Test Accuracy (%): 46.04999923706055	 gHg: 66.6921615600586	 smoothness 19.402427673339844	 sharpness 29.932662963867188
==> Epoch 1903/2000
==> Test
Train Loss 1.0629030466079712	 Train Accuracy (%): 62.119998931884766 	 Test Accuracy (%): 48.349998474121094	 gHg: 70.08030700683594	 smoothness 19.227148056030273	 sharpness 30.146501541137695
==> Epoch 1904/2000
==> Test
Train Loss 1.0466281175613403	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 46.15999984741211	 gHg: 77.10440063476562	 smoothness 19.179054260253906	 sharpness 31.753812789916992
==> Epoch 1905/2000
==> Test
Train Loss 1.052897334098816	 Train Accuracy (%): 62.220001220703125 	 Test Accuracy (%): 48.58000183105469	 gHg: 59.321197509765625	 smoothness 18.698049545288086	 sharpness 28.218793869018555
==> Epoch 1906/2000
==> Test
Train Loss 1.037186861038208	 Train Accuracy (%): 62.720001220703125 	 Test Accuracy (%): 46.209999084472656	 gHg: 63.00398635864258	 smoothness 18.759347915649414	 sharpness 30.23402976989746
==> Epoch 1907/2000
==> Test
Train Loss 1.0310065746307373	 Train Accuracy (%): 63.7400016784668 	 Test Accuracy (%): 48.27000045776367	 gHg: 57.38322830200195	 smoothness 18.76729965209961	 sharpness 27.839468002319336
==> Epoch 1908/2000
==> Test
Train Loss 1.0398592948913574	 Train Accuracy (%): 62.65999984741211 	 Test Accuracy (%): 45.88999938964844	 gHg: 67.66747283935547	 smoothness 19.02910041809082	 sharpness 30.345481872558594
==> Epoch 1909/2000
==> Test
Train Loss 1.0586347579956055	 Train Accuracy (%): 62.400001525878906 	 Test Accuracy (%): 47.7400016784668	 gHg: 71.24491119384766	 smoothness 19.509248733520508	 sharpness 27.9791259765625
==> Epoch 1910/2000
==> Test
Train Loss 1.0442193746566772	 Train Accuracy (%): 62.02000045776367 	 Test Accuracy (%): 45.95000076293945	 gHg: 74.94358825683594	 smoothness 19.018428802490234	 sharpness 29.025646209716797
==> Epoch 1911/2000
==> Test
Train Loss 1.040648102760315	 Train Accuracy (%): 62.7599983215332 	 Test Accuracy (%): 47.33000183105469	 gHg: 71.94754028320312	 smoothness 18.842510223388672	 sharpness 27.984533309936523
==> Epoch 1912/2000
==> Test
Train Loss 1.0433363914489746	 Train Accuracy (%): 62.7599983215332 	 Test Accuracy (%): 46.2599983215332	 gHg: 63.00276184082031	 smoothness 18.874359130859375	 sharpness 28.20523452758789
==> Epoch 1913/2000
==> Test
Train Loss 1.041373372077942	 Train Accuracy (%): 62.36000061035156 	 Test Accuracy (%): 46.70000076293945	 gHg: 80.354736328125	 smoothness 19.343952178955078	 sharpness 29.136188507080078
==> Epoch 1914/2000
==> Test
Train Loss 1.0512362718582153	 Train Accuracy (%): 61.720001220703125 	 Test Accuracy (%): 46.27000045776367	 gHg: 69.3437728881836	 smoothness 19.141014099121094	 sharpness 27.883289337158203
==> Epoch 1915/2000
==> Test
Train Loss 1.054455041885376	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 45.5	 gHg: 91.35687255859375	 smoothness 19.428754806518555	 sharpness 30.154088973999023
==> Epoch 1916/2000
==> Test
Train Loss 1.0674889087677002	 Train Accuracy (%): 60.560001373291016 	 Test Accuracy (%): 46.7400016784668	 gHg: 87.27462768554688	 smoothness 19.408069610595703	 sharpness 30.09884262084961
==> Epoch 1917/2000
==> Test
Train Loss 1.0740526914596558	 Train Accuracy (%): 60.880001068115234 	 Test Accuracy (%): 45.47999954223633	 gHg: 88.93669128417969	 smoothness 19.034624099731445	 sharpness 29.645816802978516
==> Epoch 1918/2000
==> Test
Train Loss 1.0737351179122925	 Train Accuracy (%): 61.400001525878906 	 Test Accuracy (%): 46.959999084472656	 gHg: 91.4338607788086	 smoothness 19.05290985107422	 sharpness 31.445384979248047
==> Epoch 1919/2000
==> Test
Train Loss 1.0587679147720337	 Train Accuracy (%): 61.599998474121094 	 Test Accuracy (%): 45.88999938964844	 gHg: 71.62474822998047	 smoothness 18.682865142822266	 sharpness 28.37784767150879
==> Epoch 1920/2000
==> Test
Train Loss 1.0591168403625488	 Train Accuracy (%): 61.560001373291016 	 Test Accuracy (%): 47.18000030517578	 gHg: 83.36753845214844	 smoothness 18.94904327392578	 sharpness 30.2026309967041
==> Epoch 1921/2000
==> Test
Train Loss 1.0750473737716675	 Train Accuracy (%): 60.31999969482422 	 Test Accuracy (%): 45.70000076293945	 gHg: 67.35690307617188	 smoothness 18.940139770507812	 sharpness 28.536163330078125
==> Epoch 1922/2000
==> Test
Train Loss 1.0536264181137085	 Train Accuracy (%): 61.779998779296875 	 Test Accuracy (%): 47.02000045776367	 gHg: 77.1955795288086	 smoothness 18.78371810913086	 sharpness 29.98348617553711
==> Epoch 1923/2000
==> Test
Train Loss 1.0501147508621216	 Train Accuracy (%): 62.060001373291016 	 Test Accuracy (%): 46.09000015258789	 gHg: 52.042518615722656	 smoothness 18.285837173461914	 sharpness 26.980878829956055
==> Epoch 1924/2000
==> Test
Train Loss 1.0202362537384033	 Train Accuracy (%): 62.79999923706055 	 Test Accuracy (%): 47.61000061035156	 gHg: 51.54650115966797	 smoothness 18.140392303466797	 sharpness 28.068737030029297
==> Epoch 1925/2000
==> Test
Train Loss 1.0108826160430908	 Train Accuracy (%): 63.560001373291016 	 Test Accuracy (%): 46.36000061035156	 gHg: 42.456809997558594	 smoothness 18.332290649414062	 sharpness 27.124208450317383
==> Epoch 1926/2000
==> Test
Train Loss 1.0024911165237427	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 47.900001525878906	 gHg: 42.567386627197266	 smoothness 18.617704391479492	 sharpness 26.010915756225586
==> Epoch 1927/2000
==> Test
Train Loss 1.0099104642868042	 Train Accuracy (%): 63.36000061035156 	 Test Accuracy (%): 46.13999938964844	 gHg: 51.49142837524414	 smoothness 19.348947525024414	 sharpness 28.819761276245117
==> Epoch 1928/2000
==> Test
Train Loss 1.0261279344558716	 Train Accuracy (%): 63.0 	 Test Accuracy (%): 47.540000915527344	 gHg: 55.24678039550781	 smoothness 19.303470611572266	 sharpness 27.304767608642578
==> Epoch 1929/2000
==> Test
Train Loss 1.0265328884124756	 Train Accuracy (%): 62.31999969482422 	 Test Accuracy (%): 45.83000183105469	 gHg: 62.702911376953125	 smoothness 19.188949584960938	 sharpness 26.720191955566406
==> Epoch 1930/2000
==> Test
Train Loss 1.0412108898162842	 Train Accuracy (%): 63.099998474121094 	 Test Accuracy (%): 47.310001373291016	 gHg: 59.333656311035156	 smoothness 18.967697143554688	 sharpness 28.462369918823242
==> Epoch 1931/2000
==> Test
Train Loss 1.0095388889312744	 Train Accuracy (%): 63.84000015258789 	 Test Accuracy (%): 46.65999984741211	 gHg: 55.01893997192383	 smoothness 18.56829071044922	 sharpness 27.352569580078125
==> Epoch 1932/2000
==> Test
Train Loss 1.019971489906311	 Train Accuracy (%): 63.34000015258789 	 Test Accuracy (%): 47.22999954223633	 gHg: 59.26862716674805	 smoothness 18.96393394470215	 sharpness 28.93410873413086
==> Epoch 1933/2000
==> Test
Train Loss 1.0272748470306396	 Train Accuracy (%): 62.099998474121094 	 Test Accuracy (%): 47.15999984741211	 gHg: 55.60474395751953	 smoothness 19.077539443969727	 sharpness 27.713266372680664
==> Epoch 1934/2000
==> Test
Train Loss 1.0380734205245972	 Train Accuracy (%): 63.41999816894531 	 Test Accuracy (%): 47.02000045776367	 gHg: 71.099609375	 smoothness 19.381999969482422	 sharpness 28.29776382446289
==> Epoch 1935/2000
==> Test
Train Loss 1.0402837991714478	 Train Accuracy (%): 62.20000076293945 	 Test Accuracy (%): 47.119998931884766	 gHg: 63.78541564941406	 smoothness 19.247203826904297	 sharpness 26.599960327148438
==> Epoch 1936/2000
==> Test
Train Loss 1.0458048582077026	 Train Accuracy (%): 62.70000076293945 	 Test Accuracy (%): 46.45000076293945	 gHg: 87.77315521240234	 smoothness 19.66556739807129	 sharpness 28.80982780456543
==> Epoch 1937/2000
==> Test
Train Loss 1.0661561489105225	 Train Accuracy (%): 61.619998931884766 	 Test Accuracy (%): 47.66999816894531	 gHg: 74.80630493164062	 smoothness 19.236446380615234	 sharpness 29.0511531829834
==> Epoch 1938/2000
==> Test
Train Loss 1.0312509536743164	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 46.209999084472656	 gHg: 84.09542846679688	 smoothness 18.903759002685547	 sharpness 28.749738693237305
==> Epoch 1939/2000
==> Test
Train Loss 1.0478657484054565	 Train Accuracy (%): 61.97999954223633 	 Test Accuracy (%): 47.869998931884766	 gHg: 71.85946655273438	 smoothness 18.921600341796875	 sharpness 29.64137840270996
==> Epoch 1940/2000
==> Test
Train Loss 1.041072964668274	 Train Accuracy (%): 63.02000045776367 	 Test Accuracy (%): 45.97999954223633	 gHg: 70.92540740966797	 smoothness 18.676658630371094	 sharpness 28.96194076538086
==> Epoch 1941/2000
==> Test
Train Loss 1.0370681285858154	 Train Accuracy (%): 63.060001373291016 	 Test Accuracy (%): 47.90999984741211	 gHg: 62.28919982910156	 smoothness 18.80029296875	 sharpness 28.874839782714844
==> Epoch 1942/2000
==> Test
Train Loss 1.0184593200683594	 Train Accuracy (%): 64.27999877929688 	 Test Accuracy (%): 46.130001068115234	 gHg: 64.8022232055664	 smoothness 18.779048919677734	 sharpness 29.355642318725586
==> Epoch 1943/2000
==> Test
Train Loss 1.0273303985595703	 Train Accuracy (%): 63.29999923706055 	 Test Accuracy (%): 47.869998931884766	 gHg: 58.38046646118164	 smoothness 18.910511016845703	 sharpness 29.11382484436035
==> Epoch 1944/2000
==> Test
Train Loss 1.0244576930999756	 Train Accuracy (%): 63.599998474121094 	 Test Accuracy (%): 46.400001525878906	 gHg: 56.71959686279297	 smoothness 18.6518611907959	 sharpness 27.98727035522461
==> Epoch 1945/2000
==> Test
Train Loss 1.0091381072998047	 Train Accuracy (%): 63.560001373291016 	 Test Accuracy (%): 48.220001220703125	 gHg: 52.75832748413086	 smoothness 18.63644027709961	 sharpness 29.513059616088867
==> Epoch 1946/2000
==> Test
Train Loss 0.9974789023399353	 Train Accuracy (%): 64.73999786376953 	 Test Accuracy (%): 46.599998474121094	 gHg: 51.654109954833984	 smoothness 18.730838775634766	 sharpness 28.6756649017334
==> Epoch 1947/2000
==> Test
Train Loss 1.0085203647613525	 Train Accuracy (%): 64.5 	 Test Accuracy (%): 48.130001068115234	 gHg: 55.51847839355469	 smoothness 19.052629470825195	 sharpness 29.28895378112793
==> Epoch 1948/2000
==> Test
Train Loss 1.0282940864562988	 Train Accuracy (%): 63.5 	 Test Accuracy (%): 45.9900016784668	 gHg: 61.27838897705078	 smoothness 19.37742042541504	 sharpness 28.987123489379883
==> Epoch 1949/2000
==> Test
Train Loss 1.0191502571105957	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 47.900001525878906	 gHg: 72.70645141601562	 smoothness 19.647171020507812	 sharpness 28.514902114868164
==> Epoch 1950/2000
==> Test
Train Loss 1.05072820186615	 Train Accuracy (%): 62.439998626708984 	 Test Accuracy (%): 45.91999816894531	 gHg: 77.64448547363281	 smoothness 19.524559020996094	 sharpness 29.97498893737793
==> Epoch 1951/2000
==> Test
Train Loss 1.047054648399353	 Train Accuracy (%): 62.84000015258789 	 Test Accuracy (%): 47.54999923706055	 gHg: 85.4935302734375	 smoothness 19.395557403564453	 sharpness 29.453462600708008
==> Epoch 1952/2000
==> Test
Train Loss 1.0534563064575195	 Train Accuracy (%): 62.41999816894531 	 Test Accuracy (%): 45.279998779296875	 gHg: 98.66969299316406	 smoothness 19.45905876159668	 sharpness 30.5485897064209
==> Epoch 1953/2000
==> Test
Train Loss 1.0789861679077148	 Train Accuracy (%): 61.58000183105469 	 Test Accuracy (%): 46.75	 gHg: 90.02124786376953	 smoothness 19.356781005859375	 sharpness 28.323572158813477
==> Epoch 1954/2000
==> Test
Train Loss 1.055585265159607	 Train Accuracy (%): 62.18000030517578 	 Test Accuracy (%): 45.779998779296875	 gHg: 92.2056655883789	 smoothness 18.931514739990234	 sharpness 29.035982131958008
==> Epoch 1955/2000
==> Test
Train Loss 1.0546292066574097	 Train Accuracy (%): 62.540000915527344 	 Test Accuracy (%): 47.130001068115234	 gHg: 66.60833740234375	 smoothness 18.386011123657227	 sharpness 27.605714797973633
==> Epoch 1956/2000
==> Test
Train Loss 1.018653154373169	 Train Accuracy (%): 62.79999923706055 	 Test Accuracy (%): 46.38999938964844	 gHg: 57.302635192871094	 smoothness 18.158559799194336	 sharpness 28.25575828552246
==> Epoch 1957/2000
==> Test
Train Loss 1.0162204504013062	 Train Accuracy (%): 63.5 	 Test Accuracy (%): 47.459999084472656	 gHg: 50.60457992553711	 smoothness 18.417089462280273	 sharpness 26.335708618164062
==> Epoch 1958/2000
==> Test
Train Loss 1.0008586645126343	 Train Accuracy (%): 64.44000244140625 	 Test Accuracy (%): 46.970001220703125	 gHg: 42.614654541015625	 smoothness 18.031982421875	 sharpness 28.99303436279297
==> Epoch 1959/2000
==> Test
Train Loss 0.9879477620124817	 Train Accuracy (%): 63.959999084472656 	 Test Accuracy (%): 47.31999969482422	 gHg: 40.70109939575195	 smoothness 18.131772994995117	 sharpness 28.333518981933594
==> Epoch 1960/2000
==> Test
Train Loss 0.9874873161315918	 Train Accuracy (%): 64.80000305175781 	 Test Accuracy (%): 47.72999954223633	 gHg: 36.996849060058594	 smoothness 18.185626983642578	 sharpness 28.54497528076172
==> Epoch 1961/2000
==> Test
Train Loss 0.9938614368438721	 Train Accuracy (%): 63.720001220703125 	 Test Accuracy (%): 46.86000061035156	 gHg: 41.811031341552734	 smoothness 18.829158782958984	 sharpness 28.228641510009766
==> Epoch 1962/2000
==> Test
Train Loss 1.005764126777649	 Train Accuracy (%): 63.65999984741211 	 Test Accuracy (%): 47.56999969482422	 gHg: 58.207515716552734	 smoothness 19.840269088745117	 sharpness 30.484281539916992
==> Epoch 1963/2000
==> Test
Train Loss 1.0220201015472412	 Train Accuracy (%): 63.20000076293945 	 Test Accuracy (%): 45.58000183105469	 gHg: 68.8564224243164	 smoothness 19.915306091308594	 sharpness 29.256484985351562
==> Epoch 1964/2000
==> Test
Train Loss 1.0464026927947998	 Train Accuracy (%): 62.29999923706055 	 Test Accuracy (%): 47.4900016784668	 gHg: 85.81592559814453	 smoothness 19.85515594482422	 sharpness 31.568002700805664
==> Epoch 1965/2000
==> Test
Train Loss 1.056949257850647	 Train Accuracy (%): 61.47999954223633 	 Test Accuracy (%): 45.5	 gHg: 81.93577575683594	 smoothness 19.17208480834961	 sharpness 30.998525619506836
==> Epoch 1966/2000
==> Test
Train Loss 1.036280632019043	 Train Accuracy (%): 62.779998779296875 	 Test Accuracy (%): 47.560001373291016	 gHg: 62.95576477050781	 smoothness 18.164249420166016	 sharpness 29.865861892700195
==> Epoch 1967/2000
==> Test
Train Loss 1.0365347862243652	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 45.56999969482422	 gHg: 57.53785705566406	 smoothness 18.352693557739258	 sharpness 28.272266387939453
==> Epoch 1968/2000
==> Test
Train Loss 1.0129506587982178	 Train Accuracy (%): 63.720001220703125 	 Test Accuracy (%): 47.72999954223633	 gHg: 60.10155487060547	 smoothness 18.700071334838867	 sharpness 29.12008285522461
==> Epoch 1969/2000
==> Test
Train Loss 1.0183212757110596	 Train Accuracy (%): 62.2400016784668 	 Test Accuracy (%): 45.529998779296875	 gHg: 52.09706115722656	 smoothness 18.56464958190918	 sharpness 27.530445098876953
==> Epoch 1970/2000
==> Test
Train Loss 1.0216189622879028	 Train Accuracy (%): 63.91999816894531 	 Test Accuracy (%): 47.4900016784668	 gHg: 74.8009262084961	 smoothness 19.58138656616211	 sharpness 29.516931533813477
==> Epoch 1971/2000
==> Test
Train Loss 1.0359389781951904	 Train Accuracy (%): 62.63999938964844 	 Test Accuracy (%): 45.54999923706055	 gHg: 67.87158203125	 smoothness 19.390201568603516	 sharpness 28.467750549316406
==> Epoch 1972/2000
==> Test
Train Loss 1.0289676189422607	 Train Accuracy (%): 63.720001220703125 	 Test Accuracy (%): 46.939998626708984	 gHg: 97.05403900146484	 smoothness 19.49301528930664	 sharpness 30.288484573364258
==> Epoch 1973/2000
==> Test
Train Loss 1.0683305263519287	 Train Accuracy (%): 61.18000030517578 	 Test Accuracy (%): 45.20000076293945	 gHg: 86.51039123535156	 smoothness 19.52939796447754	 sharpness 28.947322845458984
==> Epoch 1974/2000
==> Test
Train Loss 1.0574121475219727	 Train Accuracy (%): 61.79999923706055 	 Test Accuracy (%): 46.650001525878906	 gHg: 106.62250518798828	 smoothness 19.356399536132812	 sharpness 30.710556030273438
==> Epoch 1975/2000
==> Test
Train Loss 1.0686421394348145	 Train Accuracy (%): 61.7400016784668 	 Test Accuracy (%): 45.81999969482422	 gHg: 90.87397003173828	 smoothness 19.14775276184082	 sharpness 30.172353744506836
==> Epoch 1976/2000
==> Test
Train Loss 1.05801260471344	 Train Accuracy (%): 61.47999954223633 	 Test Accuracy (%): 47.13999938964844	 gHg: 85.8963851928711	 smoothness 18.577369689941406	 sharpness 32.48674392700195
==> Epoch 1977/2000
==> Test
Train Loss 1.032820463180542	 Train Accuracy (%): 63.2400016784668 	 Test Accuracy (%): 46.540000915527344	 gHg: 55.45641326904297	 smoothness 17.94683837890625	 sharpness 27.812604904174805
==> Epoch 1978/2000
==> Test
Train Loss 1.0118340253829956	 Train Accuracy (%): 63.7599983215332 	 Test Accuracy (%): 47.66999816894531	 gHg: 55.00543975830078	 smoothness 18.178939819335938	 sharpness 30.82623291015625
==> Epoch 1979/2000
==> Test
Train Loss 0.9922298789024353	 Train Accuracy (%): 64.13999938964844 	 Test Accuracy (%): 46.63999938964844	 gHg: 44.980690002441406	 smoothness 18.52733039855957	 sharpness 27.16847038269043
==> Epoch 1980/2000
==> Test
Train Loss 0.9942961931228638	 Train Accuracy (%): 64.4000015258789 	 Test Accuracy (%): 47.72999954223633	 gHg: 48.2775764465332	 smoothness 18.394041061401367	 sharpness 30.303123474121094
==> Epoch 1981/2000
==> Test
Train Loss 0.999061107635498	 Train Accuracy (%): 64.23999786376953 	 Test Accuracy (%): 46.81999969482422	 gHg: 47.33855438232422	 smoothness 18.82733726501465	 sharpness 27.136594772338867
==> Epoch 1982/2000
==> Test
Train Loss 0.9988088011741638	 Train Accuracy (%): 64.36000061035156 	 Test Accuracy (%): 47.16999816894531	 gHg: 56.33311080932617	 smoothness 19.15277862548828	 sharpness 29.651817321777344
==> Epoch 1983/2000
==> Test
Train Loss 1.0265960693359375	 Train Accuracy (%): 62.58000183105469 	 Test Accuracy (%): 46.099998474121094	 gHg: 72.68167114257812	 smoothness 19.92989730834961	 sharpness 28.22763442993164
==> Epoch 1984/2000
==> Test
Train Loss 1.0324571132659912	 Train Accuracy (%): 62.599998474121094 	 Test Accuracy (%): 46.95000076293945	 gHg: 76.10211181640625	 smoothness 19.53359031677246	 sharpness 30.916715621948242
==> Epoch 1985/2000
==> Test
Train Loss 1.0546789169311523	 Train Accuracy (%): 62.08000183105469 	 Test Accuracy (%): 46.380001068115234	 gHg: 87.16459655761719	 smoothness 19.29824447631836	 sharpness 28.597789764404297
==> Epoch 1986/2000
==> Test
Train Loss 1.0606975555419922	 Train Accuracy (%): 60.91999816894531 	 Test Accuracy (%): 46.209999084472656	 gHg: 85.98297119140625	 smoothness 19.226322174072266	 sharpness 30.308385848999023
==> Epoch 1987/2000
==> Test
Train Loss 1.0510802268981934	 Train Accuracy (%): 62.380001068115234 	 Test Accuracy (%): 46.400001525878906	 gHg: 83.5638427734375	 smoothness 19.101537704467773	 sharpness 28.497020721435547
==> Epoch 1988/2000
==> Test
Train Loss 1.0621691942214966	 Train Accuracy (%): 60.880001068115234 	 Test Accuracy (%): 46.04999923706055	 gHg: 86.96171569824219	 smoothness 19.019777297973633	 sharpness 29.207836151123047
==> Epoch 1989/2000
==> Test
Train Loss 1.046059012413025	 Train Accuracy (%): 62.70000076293945 	 Test Accuracy (%): 46.619998931884766	 gHg: 64.1612777709961	 smoothness 18.3558292388916	 sharpness 29.14395523071289
==> Epoch 1990/2000
==> Test
Train Loss 1.0182162523269653	 Train Accuracy (%): 63.279998779296875 	 Test Accuracy (%): 47.22999954223633	 gHg: 63.781227111816406	 smoothness 18.139583587646484	 sharpness 29.52394676208496
==> Epoch 1991/2000
==> Test
Train Loss 1.0247020721435547	 Train Accuracy (%): 63.0 	 Test Accuracy (%): 47.06999969482422	 gHg: 45.68482971191406	 smoothness 18.25051498413086	 sharpness 28.482608795166016
==> Epoch 1992/2000
==> Test
Train Loss 0.9925044775009155	 Train Accuracy (%): 64.16000366210938 	 Test Accuracy (%): 47.310001373291016	 gHg: 53.34862518310547	 smoothness 18.52400016784668	 sharpness 27.81706428527832
==> Epoch 1993/2000
==> Test
Train Loss 1.0066981315612793	 Train Accuracy (%): 64.62000274658203 	 Test Accuracy (%): 46.880001068115234	 gHg: 43.03007888793945	 smoothness 18.65593719482422	 sharpness 28.81804656982422
==> Epoch 1994/2000
==> Test
Train Loss 0.9846462607383728	 Train Accuracy (%): 64.54000091552734 	 Test Accuracy (%): 47.459999084472656	 gHg: 52.89620590209961	 smoothness 18.578737258911133	 sharpness 29.01464080810547
==> Epoch 1995/2000
==> Test
Train Loss 1.0079327821731567	 Train Accuracy (%): 63.060001373291016 	 Test Accuracy (%): 46.439998626708984	 gHg: 49.74494934082031	 smoothness 19.178241729736328	 sharpness 27.970869064331055
==> Epoch 1996/2000
==> Test
Train Loss 1.0017437934875488	 Train Accuracy (%): 64.05999755859375 	 Test Accuracy (%): 47.56999969482422	 gHg: 66.82392883300781	 smoothness 19.45946502685547	 sharpness 29.152847290039062
==> Epoch 1997/2000
==> Test
Train Loss 1.0246331691741943	 Train Accuracy (%): 62.7400016784668 	 Test Accuracy (%): 45.68000030517578	 gHg: 68.23291015625	 smoothness 19.478477478027344	 sharpness 28.899168014526367
==> Epoch 1998/2000
==> Test
Train Loss 1.0366439819335938	 Train Accuracy (%): 62.2400016784668 	 Test Accuracy (%): 47.099998474121094	 gHg: 85.4883041381836	 smoothness 19.7688045501709	 sharpness 29.63457679748535
==> Epoch 1999/2000
==> Test
Train Loss 1.0595554113388062	 Train Accuracy (%): 61.380001068115234 	 Test Accuracy (%): 45.22999954223633	 gHg: 92.32672119140625	 smoothness 19.608612060546875	 sharpness 29.210227966308594
==> Epoch 2000/2000
==> Test
Train Loss 1.058815836906433	 Train Accuracy (%): 61.29999923706055 	 Test Accuracy (%): 47.279998779296875	 gHg: 82.11991119384766	 smoothness 18.79438591003418	 sharpness 29.270822525024414
Finished. Total elapsed time (h:m:s): 1:55:03






