[ { "epoch": 1, "phase": 1, "img_size": 224, "train_loss": 5.802200702826182, "train_acc": 72.421875, "loss": 2.2374697983222975, "top1_acc": 90.92188599577761, "top5_acc": 99.04996481351161, "epoch_time": 121.92303895950317 }, { "epoch": 2, "phase": 1, "img_size": 224, "train_loss": 2.9879441764619616, "train_acc": 88.15972222222223, "loss": 2.4638966285872006, "top1_acc": 91.23856439127375, "top5_acc": 99.08515130190007, "epoch_time": 107.13466906547546 }, { "epoch": 3, "phase": "2a-warmup", "img_size": 224, "train_loss": 2.459556147787306, "train_acc": 90.08680555555556, "loss": 2.5526965327199123, "top1_acc": 90.74595355383532, "top5_acc": 99.08515130190007, "epoch_time": 203.7114498615265 }, { "epoch": 4, "phase": "2a-warmup", "img_size": 224, "train_loss": 2.203070780966017, "train_acc": 90.86805555555556, "loss": 2.5841010390327983, "top1_acc": 90.99225897255454, "top5_acc": 98.90921885995778, "epoch_time": 199.49849700927734 }, { "epoch": 5, "phase": "2a-warmup", "img_size": 224, "train_loss": 2.015254172351625, "train_acc": 91.60590277777777, "loss": 2.689215628719934, "top1_acc": 91.09781843771991, "top5_acc": 98.69809992962702, "epoch_time": 192.42316603660583 }, { "epoch": 6, "phase": "2b-arcface", "img_size": 224, "train_loss": 1.7025606320963966, "train_acc": 93.125, "loss": 2.7338040579715974, "top1_acc": 91.23856439127375, "top5_acc": 98.8036593947924, "epoch_time": 190.41427302360535 }, { "epoch": 7, "phase": "2b-arcface", "img_size": 224, "train_loss": 1.4517550322744581, "train_acc": 94.20138888888889, "loss": 2.8078457780659494, "top1_acc": 90.32371569317382, "top5_acc": 98.73328641801548, "epoch_time": 190.51695203781128 }, { "epoch": 8, "phase": "2b-arcface", "img_size": 224, "train_loss": 1.2341872304677963, "train_acc": 95.27777777777777, "loss": 2.8338069137261837, "top1_acc": 90.39408866995073, "top5_acc": 98.55735397607319, "epoch_time": 196.4452998638153 }, { "epoch": 9, "phase": "2b-arcface", "img_size": 224, "train_loss": 1.0331896772815121, "train_acc": 95.92013888888889, "loss": 2.919594614879922, "top1_acc": 90.81632653061224, "top5_acc": 98.48698099929626, "epoch_time": 239.76495003700256 }, { "epoch": 10, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.8841644176178508, "train_acc": 96.75347222222223, "loss": 2.8739106304455944, "top1_acc": 91.30893736805066, "top5_acc": 98.3814215341309, "epoch_time": 239.3150703907013 }, { "epoch": 11, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.7847018133434984, "train_acc": 97.16145833333333, "loss": 2.9522144581380654, "top1_acc": 90.39408866995073, "top5_acc": 98.59254046446165, "epoch_time": 236.35387063026428 }, { "epoch": 12, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.6583723674424821, "train_acc": 97.78645833333333, "loss": 2.9980328071293574, "top1_acc": 90.8515130190007, "top5_acc": 98.13511611541168, "epoch_time": 233.89766883850098 }, { "epoch": 13, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.588527602236718, "train_acc": 97.94270833333333, "loss": 3.0297519950947236, "top1_acc": 90.99225897255454, "top5_acc": 98.27586206896552, "epoch_time": 228.46309304237366 }, { "epoch": 14, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.4891840160927839, "train_acc": 98.26388888888889, "loss": 3.01556346401373, "top1_acc": 90.57002111189303, "top5_acc": 98.13511611541168, "epoch_time": 228.94680976867676 }, { "epoch": 15, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.4433048234631618, "train_acc": 98.53298611111111, "loss": 3.089026551444626, "top1_acc": 90.39408866995073, "top5_acc": 97.92399718508094, "epoch_time": 229.38800311088562 }, { "epoch": 16, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.3728804655890498, "train_acc": 98.70659722222223, "loss": 3.0627141161589115, "top1_acc": 90.53483462350458, "top5_acc": 98.0295566502463, "epoch_time": 227.99615597724915 }, { "epoch": 17, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.33725075314028397, "train_acc": 98.81076388888889, "loss": 3.091274386304604, "top1_acc": 90.99225897255454, "top5_acc": 98.17030260380014, "epoch_time": 227.86727595329285 }, { "epoch": 18, "phase": "2b-arcface", "img_size": 224, "train_loss": 0.28660694404712156, "train_acc": 99.11458333333333, "loss": 3.13288386383164, "top1_acc": 91.06263194933146, "top5_acc": 97.92399718508094, "epoch_time": 5479.166913032532 } ]