[ { "epoch": 0, "train_loss": 2.0550731136975693, "train_acc": 22.838, "test_loss": 2.024451382552521, "test_acc": 23.02 }, { "epoch": 1, "train_loss": 1.8856073593544533, "train_acc": 29.388, "test_loss": 1.9225507899175716, "test_acc": 26.16 }, { "epoch": 2, "train_loss": 1.7732517286334806, "train_acc": 34.008, "test_loss": 1.7664113799227943, "test_acc": 33.37 }, { "epoch": 3, "train_loss": 1.7011724320214119, "train_acc": 37.224, "test_loss": 1.8769214228738713, "test_acc": 28.75 }, { "epoch": 4, "train_loss": 1.6620992501373486, "train_acc": 38.99, "test_loss": 1.7431344985961914, "test_acc": 37.34 }, { "epoch": 5, "train_loss": 1.6095844083429907, "train_acc": 41.306, "test_loss": 1.7371334757985948, "test_acc": 34.38 }, { "epoch": 6, "train_loss": 1.5812610134749157, "train_acc": 42.58, "test_loss": 1.7941183757178392, "test_acc": 33.61 }, { "epoch": 7, "train_loss": 1.540372649117199, "train_acc": 43.84, "test_loss": 1.7629550423803209, "test_acc": 34.72 }, { "epoch": 8, "train_loss": 1.5190898344644805, "train_acc": 44.716, "test_loss": 1.7228484787518465, "test_acc": 37.0 }, { "epoch": 9, "train_loss": 1.5016416174066647, "train_acc": 45.644, "test_loss": 1.6510417385946345, "test_acc": 36.43 }, { "epoch": 10, "train_loss": 1.4584778641800746, "train_acc": 47.186, "test_loss": 1.753687719755535, "test_acc": 34.92 }, { "epoch": 11, "train_loss": 1.4459772713653876, "train_acc": 47.856, "test_loss": 1.6552092425430878, "test_acc": 38.61 }, { "epoch": 12, "train_loss": 1.4358354377014864, "train_acc": 48.084, "test_loss": 1.8557196176504787, "test_acc": 33.53 }, { "epoch": 13, "train_loss": 1.3809158204461607, "train_acc": 49.73, "test_loss": 1.5977891728847842, "test_acc": 41.27 }, { "epoch": 14, "train_loss": 1.3980989277820148, "train_acc": 49.682, "test_loss": 1.761501306219946, "test_acc": 35.65 }, { "epoch": 15, "train_loss": 1.3543317560344705, "train_acc": 51.136, "test_loss": 1.6094646076612835, "test_acc": 40.63 }, { "epoch": 16, "train_loss": 1.340057340729267, "train_acc": 51.488, "test_loss": 1.724532196793375, "test_acc": 33.64 }, { "epoch": 17, "train_loss": 1.3236262478182077, "train_acc": 52.684, "test_loss": 1.715958664688883, "test_acc": 37.97 }, { "epoch": 18, "train_loss": 1.3137006790131864, "train_acc": 52.85, "test_loss": 1.6686660051345825, "test_acc": 37.66 }, { "epoch": 19, "train_loss": 1.3061070631227225, "train_acc": 53.19, "test_loss": 1.7514300738708883, "test_acc": 37.79 }, { "epoch": 20, "train_loss": 1.2980098036853858, "train_acc": 53.282, "test_loss": 1.6555212026909938, "test_acc": 37.4 }, { "epoch": 21, "train_loss": 1.2778313097441594, "train_acc": 53.874, "test_loss": 1.5537734408921833, "test_acc": 42.5 }, { "epoch": 22, "train_loss": 1.254992385044732, "train_acc": 55.186, "test_loss": 1.6666618042354342, "test_acc": 39.25 }, { "epoch": 23, "train_loss": 1.2444727083911067, "train_acc": 55.446, "test_loss": 1.5783705620826045, "test_acc": 42.63 }, { "epoch": 24, "train_loss": 1.2554624234623921, "train_acc": 54.972, "test_loss": 1.5809353665460515, "test_acc": 40.86 }, { "epoch": 25, "train_loss": 1.220634824632074, "train_acc": 56.242, "test_loss": 1.4975297043595133, "test_acc": 44.48 }, { "epoch": 26, "train_loss": 1.1985424252422265, "train_acc": 57.272, "test_loss": 1.5717822781092003, "test_acc": 43.52 }, { "epoch": 27, "train_loss": 1.1987456058907082, "train_acc": 56.97, "test_loss": 1.5610893315906766, "test_acc": 41.82 }, { "epoch": 28, "train_loss": 1.1663519769068569, "train_acc": 58.344, "test_loss": 1.811471181579783, "test_acc": 37.02 }, { "epoch": 29, "train_loss": 1.1674154234664214, "train_acc": 58.1, "test_loss": 1.5652032245563556, "test_acc": 44.28 }, { "epoch": 30, "train_loss": 1.1525306825137809, "train_acc": 58.892, "test_loss": 1.499524409257913, "test_acc": 46.33 }, { "epoch": 31, "train_loss": 1.1368678635953333, "train_acc": 59.544, "test_loss": 1.5150167610071883, "test_acc": 43.58 }, { "epoch": 32, "train_loss": 1.1222183675412327, "train_acc": 60.01, "test_loss": 1.706870851637442, "test_acc": 40.49 }, { "epoch": 33, "train_loss": 1.111956176245609, "train_acc": 60.222, "test_loss": 1.603780616687823, "test_acc": 42.64 }, { "epoch": 34, "train_loss": 1.1008874597146994, "train_acc": 60.788, "test_loss": 1.564967826951908, "test_acc": 43.31 }, { "epoch": 35, "train_loss": 1.0887864232063293, "train_acc": 61.422, "test_loss": 1.53854288330561, "test_acc": 43.65 }, { "epoch": 36, "train_loss": 1.0927127130196224, "train_acc": 61.0, "test_loss": 1.586226289785361, "test_acc": 44.45 }, { "epoch": 37, "train_loss": 1.071743034798166, "train_acc": 61.838, "test_loss": 1.5819318717039084, "test_acc": 42.3 }, { "epoch": 38, "train_loss": 1.0535755828213509, "train_acc": 62.594, "test_loss": 1.5816148519515991, "test_acc": 43.3 }, { "epoch": 39, "train_loss": 1.0607603637458722, "train_acc": 62.446, "test_loss": 1.58133228368397, "test_acc": 43.61 }, { "epoch": 40, "train_loss": 1.035156258079402, "train_acc": 63.16, "test_loss": 1.5169831016395665, "test_acc": 45.52 }, { "epoch": 41, "train_loss": 1.0137814092819037, "train_acc": 63.93, "test_loss": 1.499032714698888, "test_acc": 46.61 }, { "epoch": 42, "train_loss": 1.0213153837891795, "train_acc": 63.952, "test_loss": 1.5744144916534424, "test_acc": 44.61 }, { "epoch": 43, "train_loss": 1.033170822941129, "train_acc": 63.612, "test_loss": 1.6197866986069498, "test_acc": 43.44 }, { "epoch": 44, "train_loss": 1.0115266349309546, "train_acc": 64.286, "test_loss": 1.5213153090658067, "test_acc": 46.51 }, { "epoch": 45, "train_loss": 1.0256535423076367, "train_acc": 63.586, "test_loss": 1.6082819111739532, "test_acc": 44.41 }, { "epoch": 46, "train_loss": 1.0046537279168053, "train_acc": 64.33, "test_loss": 1.544384539881839, "test_acc": 45.95 }, { "epoch": 47, "train_loss": 1.0139020466438644, "train_acc": 64.19, "test_loss": 1.5750552219680594, "test_acc": 44.85 }, { "epoch": 48, "train_loss": 0.9953200416186886, "train_acc": 64.868, "test_loss": 1.5601330618315106, "test_acc": 45.28 }, { "epoch": 49, "train_loss": 1.0119591027574466, "train_acc": 64.118, "test_loss": 1.5644353356542466, "test_acc": 45.29 } ]