[ { "epoch": 0, "train_loss": 1.9883885889711892, "train_acc": 25.508, "test_loss": 1.8523417650898801, "test_acc": 29.79 }, { "epoch": 1, "train_loss": 1.7603735298756749, "train_acc": 34.77, "test_loss": 1.7350688840769515, "test_acc": 33.81 }, { "epoch": 2, "train_loss": 1.6291935669491664, "train_acc": 40.242, "test_loss": 1.826464594164981, "test_acc": 31.63 }, { "epoch": 3, "train_loss": 1.5243004185464375, "train_acc": 44.33, "test_loss": 1.8211618043199371, "test_acc": 33.51 }, { "epoch": 4, "train_loss": 1.457157713677877, "train_acc": 47.1, "test_loss": 1.7813445797449425, "test_acc": 34.37 }, { "epoch": 5, "train_loss": 1.410721012698415, "train_acc": 48.73, "test_loss": 1.7528039126456538, "test_acc": 36.95 }, { "epoch": 6, "train_loss": 1.354263049867147, "train_acc": 51.442, "test_loss": 1.7566623914090893, "test_acc": 35.78 }, { "epoch": 7, "train_loss": 1.3103166414648675, "train_acc": 53.168, "test_loss": 1.7643110827554631, "test_acc": 35.45 }, { "epoch": 8, "train_loss": 1.2900129803611189, "train_acc": 53.938, "test_loss": 1.9098398775994023, "test_acc": 31.13 }, { "epoch": 9, "train_loss": 1.2657937277918276, "train_acc": 54.488, "test_loss": 1.7656505605842494, "test_acc": 35.41 }, { "epoch": 10, "train_loss": 1.2282076746301578, "train_acc": 56.146, "test_loss": 1.7304077072988582, "test_acc": 35.34 }, { "epoch": 11, "train_loss": 1.1928900096117687, "train_acc": 57.442, "test_loss": 1.5924183869663673, "test_acc": 41.74 }, { "epoch": 12, "train_loss": 1.17995586389166, "train_acc": 57.782, "test_loss": 1.836292179324959, "test_acc": 28.97 }, { "epoch": 13, "train_loss": 1.1602372150591878, "train_acc": 58.284, "test_loss": 1.9069236652760566, "test_acc": 31.85 }, { "epoch": 14, "train_loss": 1.1361129251892303, "train_acc": 59.696, "test_loss": 1.7545337420475633, "test_acc": 35.32 }, { "epoch": 15, "train_loss": 1.1290174152540124, "train_acc": 60.078, "test_loss": 1.6843946357316608, "test_acc": 38.06 }, { "epoch": 16, "train_loss": 1.0912319385182216, "train_acc": 60.958, "test_loss": 1.6614788091635402, "test_acc": 37.78 }, { "epoch": 17, "train_loss": 1.0669988323660458, "train_acc": 62.182, "test_loss": 1.700055852721009, "test_acc": 37.04 }, { "epoch": 18, "train_loss": 1.0514617647661273, "train_acc": 62.632, "test_loss": 1.6471632477603382, "test_acc": 39.21 }, { "epoch": 19, "train_loss": 1.044143673251657, "train_acc": 63.03, "test_loss": 1.7431236626226692, "test_acc": 37.35 }, { "epoch": 20, "train_loss": 0.9991668351470967, "train_acc": 64.368, "test_loss": 1.6541538857206513, "test_acc": 39.67 }, { "epoch": 21, "train_loss": 0.999427349213749, "train_acc": 64.414, "test_loss": 1.6067804007590571, "test_acc": 42.65 }, { "epoch": 22, "train_loss": 1.0020751459214388, "train_acc": 64.514, "test_loss": 1.7577312837673138, "test_acc": 36.64 }, { "epoch": 23, "train_loss": 0.9931362108196444, "train_acc": 64.822, "test_loss": 1.5673267343376256, "test_acc": 40.99 }, { "epoch": 24, "train_loss": 0.955012218879007, "train_acc": 65.998, "test_loss": 1.7068773658969734, "test_acc": 37.76 }, { "epoch": 25, "train_loss": 0.9536190298207275, "train_acc": 66.278, "test_loss": 1.9635413930385928, "test_acc": 35.38 }, { "epoch": 26, "train_loss": 0.9411487097630415, "train_acc": 66.612, "test_loss": 1.6107565028757989, "test_acc": 40.15 }, { "epoch": 27, "train_loss": 0.9242979922258031, "train_acc": 67.064, "test_loss": 1.617639950559109, "test_acc": 42.41 }, { "epoch": 28, "train_loss": 0.9110655020874785, "train_acc": 67.89, "test_loss": 1.7293999285637578, "test_acc": 37.27 }, { "epoch": 29, "train_loss": 0.9064844546415617, "train_acc": 67.914, "test_loss": 1.5196454057210609, "test_acc": 44.85 }, { "epoch": 30, "train_loss": 0.8830305808950263, "train_acc": 68.93, "test_loss": 1.614522635182248, "test_acc": 41.81 }, { "epoch": 31, "train_loss": 0.8643317713456995, "train_acc": 69.59, "test_loss": 1.6701739362523527, "test_acc": 41.19 }, { "epoch": 32, "train_loss": 0.8506242326458396, "train_acc": 70.196, "test_loss": 1.661003355738483, "test_acc": 41.37 }, { "epoch": 33, "train_loss": 0.843548873348919, "train_acc": 70.204, "test_loss": 1.6612813472747803, "test_acc": 43.1 }, { "epoch": 34, "train_loss": 0.8271035517725494, "train_acc": 70.73, "test_loss": 1.7204827145685124, "test_acc": 41.52 }, { "epoch": 35, "train_loss": 0.8191804984951263, "train_acc": 71.018, "test_loss": 1.6126612771915485, "test_acc": 44.29 }, { "epoch": 36, "train_loss": 0.7947883775167148, "train_acc": 71.864, "test_loss": 1.6655500387843651, "test_acc": 42.99 }, { "epoch": 37, "train_loss": 0.7826486566792363, "train_acc": 72.292, "test_loss": 1.582435381563404, "test_acc": 43.87 }, { "epoch": 38, "train_loss": 0.7971372024330032, "train_acc": 72.002, "test_loss": 1.588083907018734, "test_acc": 44.03 }, { "epoch": 39, "train_loss": 0.7803001092065631, "train_acc": 72.642, "test_loss": 1.5860556348969665, "test_acc": 43.97 }, { "epoch": 40, "train_loss": 0.7620007654132746, "train_acc": 73.208, "test_loss": 1.5810101575489286, "test_acc": 45.35 }, { "epoch": 41, "train_loss": 0.749077860199277, "train_acc": 73.634, "test_loss": 1.6741007988965964, "test_acc": 42.7 }, { "epoch": 42, "train_loss": 0.7475500690662648, "train_acc": 73.782, "test_loss": 1.5662858184379866, "test_acc": 45.63 }, { "epoch": 43, "train_loss": 0.734729421489379, "train_acc": 74.298, "test_loss": 1.5700174358826648, "test_acc": 45.05 }, { "epoch": 44, "train_loss": 0.7309085393653196, "train_acc": 74.38, "test_loss": 1.5517917946924138, "test_acc": 46.56 }, { "epoch": 45, "train_loss": 0.7149905107362801, "train_acc": 75.002, "test_loss": 1.5558555865589576, "test_acc": 45.84 }, { "epoch": 46, "train_loss": 0.723709206828071, "train_acc": 74.71, "test_loss": 1.628194350230543, "test_acc": 44.62 }, { "epoch": 47, "train_loss": 0.726019740866883, "train_acc": 74.54, "test_loss": 1.5687767478484143, "test_acc": 46.11 }, { "epoch": 48, "train_loss": 0.7123536873808907, "train_acc": 74.968, "test_loss": 1.5543122533001477, "test_acc": 46.33 }, { "epoch": 49, "train_loss": 0.7059765699726847, "train_acc": 75.038, "test_loss": 1.574452380590801, "test_acc": 45.97 } ]