[ { "epoch": 0, "train_loss": 1.9827482319244034, "train_acc": 25.338, "test_loss": 1.8491583428805387, "test_acc": 29.78 }, { "epoch": 1, "train_loss": 1.7351259352910855, "train_acc": 35.562, "test_loss": 1.7875422601458393, "test_acc": 33.08 }, { "epoch": 2, "train_loss": 1.6312474390429914, "train_acc": 39.858, "test_loss": 1.7306896191609056, "test_acc": 36.04 }, { "epoch": 3, "train_loss": 1.5423221621671905, "train_acc": 43.522, "test_loss": 1.8507388392581214, "test_acc": 29.18 }, { "epoch": 4, "train_loss": 1.483415358206805, "train_acc": 46.432, "test_loss": 1.6984954589529881, "test_acc": 36.29 }, { "epoch": 5, "train_loss": 1.4166565413975045, "train_acc": 48.648, "test_loss": 1.5452715596066247, "test_acc": 42.37 }, { "epoch": 6, "train_loss": 1.363685102109104, "train_acc": 51.2, "test_loss": 1.8141654382778118, "test_acc": 35.08 }, { "epoch": 7, "train_loss": 1.3153447504238704, "train_acc": 52.822, "test_loss": 1.720691182945348, "test_acc": 36.16 }, { "epoch": 8, "train_loss": 1.2853540947370212, "train_acc": 53.974, "test_loss": 1.7617194486569754, "test_acc": 33.22 }, { "epoch": 9, "train_loss": 1.2554063859498104, "train_acc": 55.022, "test_loss": 1.6676828438722635, "test_acc": 34.68 }, { "epoch": 10, "train_loss": 1.2312887995444295, "train_acc": 56.072, "test_loss": 1.7030852157858354, "test_acc": 38.0 }, { "epoch": 11, "train_loss": 1.2109041433505086, "train_acc": 56.77, "test_loss": 1.746633330477944, "test_acc": 37.02 }, { "epoch": 12, "train_loss": 1.1914249016805682, "train_acc": 57.546, "test_loss": 1.7064530200596097, "test_acc": 33.5 }, { "epoch": 13, "train_loss": 1.1741964701191543, "train_acc": 58.102, "test_loss": 1.9422939789446094, "test_acc": 31.49 }, { "epoch": 14, "train_loss": 1.1473835598477318, "train_acc": 59.152, "test_loss": 1.6620150366915931, "test_acc": 39.89 }, { "epoch": 15, "train_loss": 1.1242861903232078, "train_acc": 59.944, "test_loss": 1.763163153129288, "test_acc": 36.03 }, { "epoch": 16, "train_loss": 1.1127215786968045, "train_acc": 60.51, "test_loss": 1.6864801086956942, "test_acc": 38.3 }, { "epoch": 17, "train_loss": 1.078970488532425, "train_acc": 61.548, "test_loss": 1.7406823574742185, "test_acc": 37.91 }, { "epoch": 18, "train_loss": 1.084518895277282, "train_acc": 61.358, "test_loss": 1.5852274140225182, "test_acc": 40.09 }, { "epoch": 19, "train_loss": 1.0552022708651354, "train_acc": 62.71, "test_loss": 1.6249590885790088, "test_acc": 40.05 }, { "epoch": 20, "train_loss": 1.0399250947605923, "train_acc": 62.892, "test_loss": 1.5200149680994735, "test_acc": 43.49 }, { "epoch": 21, "train_loss": 1.0420081993503034, "train_acc": 62.864, "test_loss": 1.7366852865943425, "test_acc": 38.35 }, { "epoch": 22, "train_loss": 1.035831214826735, "train_acc": 63.244, "test_loss": 1.7230945523781112, "test_acc": 36.36 }, { "epoch": 23, "train_loss": 0.9855918411708549, "train_acc": 65.084, "test_loss": 1.6976155736778356, "test_acc": 38.36 }, { "epoch": 24, "train_loss": 0.9928145298872457, "train_acc": 64.682, "test_loss": 1.7282267175143278, "test_acc": 37.19 }, { "epoch": 25, "train_loss": 0.9624769361427677, "train_acc": 65.896, "test_loss": 1.5488933898225616, "test_acc": 43.04 }, { "epoch": 26, "train_loss": 0.959156665655658, "train_acc": 66.15, "test_loss": 1.74369068839882, "test_acc": 39.65 }, { "epoch": 27, "train_loss": 0.9354025822161408, "train_acc": 66.96, "test_loss": 1.632695068286944, "test_acc": 41.7 }, { "epoch": 28, "train_loss": 0.9159130092776949, "train_acc": 67.786, "test_loss": 1.6364040238947808, "test_acc": 40.44 }, { "epoch": 29, "train_loss": 0.9199095179357797, "train_acc": 67.45, "test_loss": 1.5910358594942697, "test_acc": 44.12 }, { "epoch": 30, "train_loss": 0.9052824155448953, "train_acc": 68.108, "test_loss": 1.5910602792908874, "test_acc": 41.09 }, { "epoch": 31, "train_loss": 0.8784734016794074, "train_acc": 68.964, "test_loss": 1.6936172744895839, "test_acc": 40.36 }, { "epoch": 32, "train_loss": 0.8645649822929021, "train_acc": 69.454, "test_loss": 1.6463414611695688, "test_acc": 41.44 }, { "epoch": 33, "train_loss": 0.8606308936462987, "train_acc": 69.552, "test_loss": 1.499947164632097, "test_acc": 46.84 }, { "epoch": 34, "train_loss": 0.8443312864474324, "train_acc": 70.06, "test_loss": 1.4719071282616145, "test_acc": 46.8 }, { "epoch": 35, "train_loss": 0.8210410160176894, "train_acc": 71.024, "test_loss": 1.6644731458229354, "test_acc": 40.45 }, { "epoch": 36, "train_loss": 0.8125316761338802, "train_acc": 71.458, "test_loss": 1.5710737192178075, "test_acc": 43.93 }, { "epoch": 37, "train_loss": 0.799023362300585, "train_acc": 72.062, "test_loss": 1.4573375378982931, "test_acc": 46.65 }, { "epoch": 38, "train_loss": 0.7957859651359451, "train_acc": 71.982, "test_loss": 1.510955551002599, "test_acc": 46.4 }, { "epoch": 39, "train_loss": 0.7927570001548513, "train_acc": 72.228, "test_loss": 1.5781683604928511, "test_acc": 44.87 }, { "epoch": 40, "train_loss": 0.7804475589786344, "train_acc": 72.374, "test_loss": 1.510662979717496, "test_acc": 46.05 }, { "epoch": 41, "train_loss": 0.7668189006998106, "train_acc": 73.068, "test_loss": 1.555564497090593, "test_acc": 45.16 }, { "epoch": 42, "train_loss": 0.7720595883286517, "train_acc": 72.98, "test_loss": 1.5746007508869413, "test_acc": 45.54 }, { "epoch": 43, "train_loss": 0.7521037748250206, "train_acc": 73.446, "test_loss": 1.530909966818894, "test_acc": 46.0 }, { "epoch": 44, "train_loss": 0.7551810948745065, "train_acc": 73.506, "test_loss": 1.5346153612378277, "test_acc": 46.4 }, { "epoch": 45, "train_loss": 0.7522233368643104, "train_acc": 73.654, "test_loss": 1.5359084379823902, "test_acc": 46.43 }, { "epoch": 46, "train_loss": 0.7472603874438254, "train_acc": 73.788, "test_loss": 1.519290480432631, "test_acc": 47.12 }, { "epoch": 47, "train_loss": 0.7293845384627047, "train_acc": 74.408, "test_loss": 1.5358088484293297, "test_acc": 46.22 }, { "epoch": 48, "train_loss": 0.7288154908610732, "train_acc": 74.436, "test_loss": 1.5329363617715956, "test_acc": 46.49 }, { "epoch": 49, "train_loss": 0.7320203156117588, "train_acc": 74.41, "test_loss": 1.5453098967105527, "test_acc": 46.17 } ]