[ { "epoch": 0, "train_loss": 2.068317115764179, "train_acc": 22.602, "test_loss": 1.8324491645716414, "test_acc": 30.29 }, { "epoch": 1, "train_loss": 1.8878467842136197, "train_acc": 29.59, "test_loss": 1.9255807897712611, "test_acc": 28.23 }, { "epoch": 2, "train_loss": 1.7871191989430382, "train_acc": 33.376, "test_loss": 1.8527698713012888, "test_acc": 28.8 }, { "epoch": 3, "train_loss": 1.7243225467784324, "train_acc": 36.096, "test_loss": 1.738093839416021, "test_acc": 32.42 }, { "epoch": 4, "train_loss": 1.6751201515612395, "train_acc": 38.664, "test_loss": 1.7654236494740354, "test_acc": 34.51 }, { "epoch": 5, "train_loss": 1.6159263004732254, "train_acc": 41.066, "test_loss": 1.7113156348844119, "test_acc": 36.65 }, { "epoch": 6, "train_loss": 1.5808136079012585, "train_acc": 42.25, "test_loss": 1.8183229920230335, "test_acc": 32.19 }, { "epoch": 7, "train_loss": 1.5603170605266796, "train_acc": 43.126, "test_loss": 1.6491835072070737, "test_acc": 39.55 }, { "epoch": 8, "train_loss": 1.519676085323324, "train_acc": 44.512, "test_loss": 1.7181459031527555, "test_acc": 39.44 }, { "epoch": 9, "train_loss": 1.49679910526861, "train_acc": 45.714, "test_loss": 1.6488091477864906, "test_acc": 36.31 }, { "epoch": 10, "train_loss": 1.4778621004670478, "train_acc": 46.546, "test_loss": 1.6107428586935695, "test_acc": 39.9 }, { "epoch": 11, "train_loss": 1.4272244499467523, "train_acc": 48.494, "test_loss": 1.7163622500021247, "test_acc": 36.23 }, { "epoch": 12, "train_loss": 1.4163948050545305, "train_acc": 49.064, "test_loss": 1.6643230492555643, "test_acc": 37.37 }, { "epoch": 13, "train_loss": 1.4184352106145581, "train_acc": 48.732, "test_loss": 1.9612150992019266, "test_acc": 33.63 }, { "epoch": 14, "train_loss": 1.3829301659713316, "train_acc": 50.144, "test_loss": 1.6246371359764775, "test_acc": 39.04 }, { "epoch": 15, "train_loss": 1.3740331748562395, "train_acc": 50.45, "test_loss": 1.6033804461925845, "test_acc": 38.47 }, { "epoch": 16, "train_loss": 1.3647568911847556, "train_acc": 50.828, "test_loss": 1.6435847357858586, "test_acc": 39.78 }, { "epoch": 17, "train_loss": 1.324079646631275, "train_acc": 52.654, "test_loss": 1.6365210572375526, "test_acc": 40.11 }, { "epoch": 18, "train_loss": 1.3249600535768378, "train_acc": 52.388, "test_loss": 1.5262040910841543, "test_acc": 44.64 }, { "epoch": 19, "train_loss": 1.317093808175353, "train_acc": 52.916, "test_loss": 1.4869824074491669, "test_acc": 46.41 }, { "epoch": 20, "train_loss": 1.2811409664885771, "train_acc": 54.172, "test_loss": 1.642579223536238, "test_acc": 39.78 }, { "epoch": 21, "train_loss": 1.2768612490285693, "train_acc": 54.41, "test_loss": 1.6110187195524384, "test_acc": 40.44 }, { "epoch": 22, "train_loss": 1.2599474597160163, "train_acc": 54.826, "test_loss": 1.6600751741023003, "test_acc": 40.55 }, { "epoch": 23, "train_loss": 1.2564272944579649, "train_acc": 55.116, "test_loss": 1.7040445593338978, "test_acc": 39.15 }, { "epoch": 24, "train_loss": 1.229685770428699, "train_acc": 55.886, "test_loss": 1.8193832017198395, "test_acc": 37.17 }, { "epoch": 25, "train_loss": 1.2268659874911199, "train_acc": 56.158, "test_loss": 1.5716717816606354, "test_acc": 42.75 }, { "epoch": 26, "train_loss": 1.2086895846040047, "train_acc": 56.674, "test_loss": 1.540430542788928, "test_acc": 44.39 }, { "epoch": 27, "train_loss": 1.211412606489323, "train_acc": 56.78, "test_loss": 1.5984241585188275, "test_acc": 42.51 }, { "epoch": 28, "train_loss": 1.1762914230756443, "train_acc": 57.976, "test_loss": 1.6885417865801462, "test_acc": 37.95 }, { "epoch": 29, "train_loss": 1.180933877025419, "train_acc": 57.804, "test_loss": 1.5010349961775769, "test_acc": 44.85 }, { "epoch": 30, "train_loss": 1.1557137598771878, "train_acc": 58.648, "test_loss": 1.4730368897884707, "test_acc": 46.69 }, { "epoch": 31, "train_loss": 1.145223366330042, "train_acc": 59.214, "test_loss": 1.6485186634184439, "test_acc": 41.61 }, { "epoch": 32, "train_loss": 1.135107243000089, "train_acc": 59.558, "test_loss": 1.646592841872686, "test_acc": 40.87 }, { "epoch": 33, "train_loss": 1.1155832059243147, "train_acc": 60.13, "test_loss": 1.6333271521556227, "test_acc": 41.74 }, { "epoch": 34, "train_loss": 1.0998919039126247, "train_acc": 60.732, "test_loss": 1.595181237293195, "test_acc": 42.96 }, { "epoch": 35, "train_loss": 1.097169331882311, "train_acc": 60.924, "test_loss": 1.659756268127055, "test_acc": 42.35 }, { "epoch": 36, "train_loss": 1.090366201632468, "train_acc": 61.18, "test_loss": 1.4864206057560594, "test_acc": 44.84 }, { "epoch": 37, "train_loss": 1.0746612684501102, "train_acc": 61.73, "test_loss": 1.4262300941008557, "test_acc": 48.28 }, { "epoch": 38, "train_loss": 1.0615731218586797, "train_acc": 62.462, "test_loss": 1.5441373843180983, "test_acc": 44.21 }, { "epoch": 39, "train_loss": 1.0637581235612446, "train_acc": 62.206, "test_loss": 1.6180554598192625, "test_acc": 43.5 }, { "epoch": 40, "train_loss": 1.047351270532974, "train_acc": 63.066, "test_loss": 1.6574504088751878, "test_acc": 41.75 }, { "epoch": 41, "train_loss": 1.0401014124645906, "train_acc": 63.052, "test_loss": 1.5508678879918931, "test_acc": 45.55 }, { "epoch": 42, "train_loss": 1.030761969668786, "train_acc": 63.678, "test_loss": 1.5283243550529964, "test_acc": 46.25 }, { "epoch": 43, "train_loss": 1.0217994585671388, "train_acc": 63.674, "test_loss": 1.5949368039263954, "test_acc": 44.21 }, { "epoch": 44, "train_loss": 1.015974534746936, "train_acc": 63.846, "test_loss": 1.5419113681286196, "test_acc": 45.77 }, { "epoch": 45, "train_loss": 1.0051287504108362, "train_acc": 64.36, "test_loss": 1.5837371892566923, "test_acc": 44.86 }, { "epoch": 46, "train_loss": 1.0189883777552553, "train_acc": 63.836, "test_loss": 1.5932399607911896, "test_acc": 44.77 }, { "epoch": 47, "train_loss": 1.0194399609895008, "train_acc": 63.876, "test_loss": 1.6018431744998014, "test_acc": 44.71 }, { "epoch": 48, "train_loss": 0.985025246125048, "train_acc": 65.164, "test_loss": 1.579776929903634, "test_acc": 44.93 }, { "epoch": 49, "train_loss": 1.0030603500278406, "train_acc": 64.47, "test_loss": 1.5814020528069026, "test_acc": 44.98 } ]