| { |
| "best_metric": 0.9950738916256158, |
| "best_model_checkpoint": "swinv2-large-patch4-window12to16-192to256-22kto1k-ft-finetuned-Lesion-Classification-HAM10000-3/checkpoint-1140", |
| "epoch": 9.978118161925602, |
| "eval_steps": 500, |
| "global_step": 1140, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.04, |
| "learning_rate": 4.385964912280702e-07, |
| "loss": 2.0125, |
| "step": 5 |
| }, |
| { |
| "epoch": 0.09, |
| "learning_rate": 8.771929824561404e-07, |
| "loss": 2.0062, |
| "step": 10 |
| }, |
| { |
| "epoch": 0.13, |
| "learning_rate": 1.3157894736842106e-06, |
| "loss": 2.0213, |
| "step": 15 |
| }, |
| { |
| "epoch": 0.18, |
| "learning_rate": 1.7543859649122807e-06, |
| "loss": 2.0005, |
| "step": 20 |
| }, |
| { |
| "epoch": 0.22, |
| "learning_rate": 2.1929824561403507e-06, |
| "loss": 1.9605, |
| "step": 25 |
| }, |
| { |
| "epoch": 0.26, |
| "learning_rate": 2.631578947368421e-06, |
| "loss": 1.9693, |
| "step": 30 |
| }, |
| { |
| "epoch": 0.31, |
| "learning_rate": 3.070175438596491e-06, |
| "loss": 1.9539, |
| "step": 35 |
| }, |
| { |
| "epoch": 0.35, |
| "learning_rate": 3.5087719298245615e-06, |
| "loss": 1.8969, |
| "step": 40 |
| }, |
| { |
| "epoch": 0.39, |
| "learning_rate": 3.9473684210526315e-06, |
| "loss": 1.8464, |
| "step": 45 |
| }, |
| { |
| "epoch": 0.44, |
| "learning_rate": 4.3859649122807014e-06, |
| "loss": 1.8472, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.48, |
| "learning_rate": 4.824561403508772e-06, |
| "loss": 1.8315, |
| "step": 55 |
| }, |
| { |
| "epoch": 0.53, |
| "learning_rate": 5.263157894736842e-06, |
| "loss": 1.7747, |
| "step": 60 |
| }, |
| { |
| "epoch": 0.57, |
| "learning_rate": 5.701754385964912e-06, |
| "loss": 1.6972, |
| "step": 65 |
| }, |
| { |
| "epoch": 0.61, |
| "learning_rate": 6.140350877192982e-06, |
| "loss": 1.5887, |
| "step": 70 |
| }, |
| { |
| "epoch": 0.66, |
| "learning_rate": 6.578947368421053e-06, |
| "loss": 1.5541, |
| "step": 75 |
| }, |
| { |
| "epoch": 0.7, |
| "learning_rate": 7.017543859649123e-06, |
| "loss": 1.4549, |
| "step": 80 |
| }, |
| { |
| "epoch": 0.74, |
| "learning_rate": 7.456140350877193e-06, |
| "loss": 1.4104, |
| "step": 85 |
| }, |
| { |
| "epoch": 0.79, |
| "learning_rate": 7.894736842105263e-06, |
| "loss": 1.3381, |
| "step": 90 |
| }, |
| { |
| "epoch": 0.83, |
| "learning_rate": 8.333333333333334e-06, |
| "loss": 1.2994, |
| "step": 95 |
| }, |
| { |
| "epoch": 0.88, |
| "learning_rate": 8.771929824561403e-06, |
| "loss": 1.1369, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.92, |
| "learning_rate": 9.210526315789474e-06, |
| "loss": 1.181, |
| "step": 105 |
| }, |
| { |
| "epoch": 0.96, |
| "learning_rate": 9.649122807017545e-06, |
| "loss": 1.1885, |
| "step": 110 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6592775041050903, |
| "eval_loss": 0.871817946434021, |
| "eval_runtime": 272.9497, |
| "eval_samples_per_second": 4.462, |
| "eval_steps_per_second": 0.561, |
| "step": 114 |
| }, |
| { |
| "epoch": 1.01, |
| "learning_rate": 1.0087719298245614e-05, |
| "loss": 1.0284, |
| "step": 115 |
| }, |
| { |
| "epoch": 1.05, |
| "learning_rate": 1.0526315789473684e-05, |
| "loss": 0.9502, |
| "step": 120 |
| }, |
| { |
| "epoch": 1.09, |
| "learning_rate": 1.0964912280701754e-05, |
| "loss": 1.0752, |
| "step": 125 |
| }, |
| { |
| "epoch": 1.14, |
| "learning_rate": 1.1403508771929824e-05, |
| "loss": 0.8783, |
| "step": 130 |
| }, |
| { |
| "epoch": 1.18, |
| "learning_rate": 1.1842105263157895e-05, |
| "loss": 0.7479, |
| "step": 135 |
| }, |
| { |
| "epoch": 1.23, |
| "learning_rate": 1.2280701754385964e-05, |
| "loss": 0.9468, |
| "step": 140 |
| }, |
| { |
| "epoch": 1.27, |
| "learning_rate": 1.2719298245614037e-05, |
| "loss": 0.8863, |
| "step": 145 |
| }, |
| { |
| "epoch": 1.31, |
| "learning_rate": 1.3157894736842106e-05, |
| "loss": 0.9492, |
| "step": 150 |
| }, |
| { |
| "epoch": 1.36, |
| "learning_rate": 1.3596491228070177e-05, |
| "loss": 0.8521, |
| "step": 155 |
| }, |
| { |
| "epoch": 1.4, |
| "learning_rate": 1.4035087719298246e-05, |
| "loss": 0.7445, |
| "step": 160 |
| }, |
| { |
| "epoch": 1.44, |
| "learning_rate": 1.4473684210526317e-05, |
| "loss": 0.9228, |
| "step": 165 |
| }, |
| { |
| "epoch": 1.49, |
| "learning_rate": 1.4912280701754386e-05, |
| "loss": 0.8637, |
| "step": 170 |
| }, |
| { |
| "epoch": 1.53, |
| "learning_rate": 1.5350877192982457e-05, |
| "loss": 0.7486, |
| "step": 175 |
| }, |
| { |
| "epoch": 1.58, |
| "learning_rate": 1.5789473684210526e-05, |
| "loss": 0.9474, |
| "step": 180 |
| }, |
| { |
| "epoch": 1.62, |
| "learning_rate": 1.62280701754386e-05, |
| "loss": 0.7842, |
| "step": 185 |
| }, |
| { |
| "epoch": 1.66, |
| "learning_rate": 1.6666666666666667e-05, |
| "loss": 0.8101, |
| "step": 190 |
| }, |
| { |
| "epoch": 1.71, |
| "learning_rate": 1.7105263157894737e-05, |
| "loss": 0.8701, |
| "step": 195 |
| }, |
| { |
| "epoch": 1.75, |
| "learning_rate": 1.7543859649122806e-05, |
| "loss": 0.8223, |
| "step": 200 |
| }, |
| { |
| "epoch": 1.79, |
| "learning_rate": 1.7982456140350878e-05, |
| "loss": 0.6153, |
| "step": 205 |
| }, |
| { |
| "epoch": 1.84, |
| "learning_rate": 1.8421052631578947e-05, |
| "loss": 0.7246, |
| "step": 210 |
| }, |
| { |
| "epoch": 1.88, |
| "learning_rate": 1.885964912280702e-05, |
| "loss": 0.5416, |
| "step": 215 |
| }, |
| { |
| "epoch": 1.93, |
| "learning_rate": 1.929824561403509e-05, |
| "loss": 0.5653, |
| "step": 220 |
| }, |
| { |
| "epoch": 1.97, |
| "learning_rate": 1.9736842105263158e-05, |
| "loss": 0.7037, |
| "step": 225 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8637110016420362, |
| "eval_loss": 0.4207600951194763, |
| "eval_runtime": 19.4349, |
| "eval_samples_per_second": 62.671, |
| "eval_steps_per_second": 7.872, |
| "step": 228 |
| }, |
| { |
| "epoch": 2.01, |
| "learning_rate": 2.0175438596491227e-05, |
| "loss": 0.5668, |
| "step": 230 |
| }, |
| { |
| "epoch": 2.06, |
| "learning_rate": 2.06140350877193e-05, |
| "loss": 0.616, |
| "step": 235 |
| }, |
| { |
| "epoch": 2.1, |
| "learning_rate": 2.105263157894737e-05, |
| "loss": 0.6098, |
| "step": 240 |
| }, |
| { |
| "epoch": 2.14, |
| "learning_rate": 2.149122807017544e-05, |
| "loss": 0.5217, |
| "step": 245 |
| }, |
| { |
| "epoch": 2.19, |
| "learning_rate": 2.1929824561403507e-05, |
| "loss": 0.5275, |
| "step": 250 |
| }, |
| { |
| "epoch": 2.23, |
| "learning_rate": 2.236842105263158e-05, |
| "loss": 0.6111, |
| "step": 255 |
| }, |
| { |
| "epoch": 2.28, |
| "learning_rate": 2.280701754385965e-05, |
| "loss": 0.4977, |
| "step": 260 |
| }, |
| { |
| "epoch": 2.32, |
| "learning_rate": 2.324561403508772e-05, |
| "loss": 0.6095, |
| "step": 265 |
| }, |
| { |
| "epoch": 2.36, |
| "learning_rate": 2.368421052631579e-05, |
| "loss": 0.6547, |
| "step": 270 |
| }, |
| { |
| "epoch": 2.41, |
| "learning_rate": 2.412280701754386e-05, |
| "loss": 0.5991, |
| "step": 275 |
| }, |
| { |
| "epoch": 2.45, |
| "learning_rate": 2.456140350877193e-05, |
| "loss": 0.6997, |
| "step": 280 |
| }, |
| { |
| "epoch": 2.49, |
| "learning_rate": 2.5e-05, |
| "loss": 0.532, |
| "step": 285 |
| }, |
| { |
| "epoch": 2.54, |
| "learning_rate": 2.5438596491228074e-05, |
| "loss": 0.4929, |
| "step": 290 |
| }, |
| { |
| "epoch": 2.58, |
| "learning_rate": 2.5877192982456143e-05, |
| "loss": 0.5004, |
| "step": 295 |
| }, |
| { |
| "epoch": 2.63, |
| "learning_rate": 2.6315789473684212e-05, |
| "loss": 0.5739, |
| "step": 300 |
| }, |
| { |
| "epoch": 2.67, |
| "learning_rate": 2.675438596491228e-05, |
| "loss": 0.6012, |
| "step": 305 |
| }, |
| { |
| "epoch": 2.71, |
| "learning_rate": 2.7192982456140354e-05, |
| "loss": 0.5107, |
| "step": 310 |
| }, |
| { |
| "epoch": 2.76, |
| "learning_rate": 2.7631578947368426e-05, |
| "loss": 0.6075, |
| "step": 315 |
| }, |
| { |
| "epoch": 2.8, |
| "learning_rate": 2.8070175438596492e-05, |
| "loss": 0.5597, |
| "step": 320 |
| }, |
| { |
| "epoch": 2.84, |
| "learning_rate": 2.850877192982456e-05, |
| "loss": 0.4941, |
| "step": 325 |
| }, |
| { |
| "epoch": 2.89, |
| "learning_rate": 2.8947368421052634e-05, |
| "loss": 0.6285, |
| "step": 330 |
| }, |
| { |
| "epoch": 2.93, |
| "learning_rate": 2.9385964912280706e-05, |
| "loss": 0.4644, |
| "step": 335 |
| }, |
| { |
| "epoch": 2.98, |
| "learning_rate": 2.9824561403508772e-05, |
| "loss": 0.5085, |
| "step": 340 |
| }, |
| { |
| "epoch": 2.99, |
| "eval_accuracy": 0.874384236453202, |
| "eval_loss": 0.3445686399936676, |
| "eval_runtime": 19.2674, |
| "eval_samples_per_second": 63.216, |
| "eval_steps_per_second": 7.941, |
| "step": 342 |
| }, |
| { |
| "epoch": 3.02, |
| "learning_rate": 3.0263157894736844e-05, |
| "loss": 0.542, |
| "step": 345 |
| }, |
| { |
| "epoch": 3.06, |
| "learning_rate": 3.0701754385964913e-05, |
| "loss": 0.4411, |
| "step": 350 |
| }, |
| { |
| "epoch": 3.11, |
| "learning_rate": 3.1140350877192986e-05, |
| "loss": 0.5084, |
| "step": 355 |
| }, |
| { |
| "epoch": 3.15, |
| "learning_rate": 3.157894736842105e-05, |
| "loss": 0.5346, |
| "step": 360 |
| }, |
| { |
| "epoch": 3.19, |
| "learning_rate": 3.2017543859649124e-05, |
| "loss": 0.4539, |
| "step": 365 |
| }, |
| { |
| "epoch": 3.24, |
| "learning_rate": 3.24561403508772e-05, |
| "loss": 0.308, |
| "step": 370 |
| }, |
| { |
| "epoch": 3.28, |
| "learning_rate": 3.289473684210527e-05, |
| "loss": 0.5257, |
| "step": 375 |
| }, |
| { |
| "epoch": 3.33, |
| "learning_rate": 3.3333333333333335e-05, |
| "loss": 0.3717, |
| "step": 380 |
| }, |
| { |
| "epoch": 3.37, |
| "learning_rate": 3.377192982456141e-05, |
| "loss": 0.3999, |
| "step": 385 |
| }, |
| { |
| "epoch": 3.41, |
| "learning_rate": 3.421052631578947e-05, |
| "loss": 0.5481, |
| "step": 390 |
| }, |
| { |
| "epoch": 3.46, |
| "learning_rate": 3.4649122807017546e-05, |
| "loss": 0.3296, |
| "step": 395 |
| }, |
| { |
| "epoch": 3.5, |
| "learning_rate": 3.508771929824561e-05, |
| "loss": 0.4459, |
| "step": 400 |
| }, |
| { |
| "epoch": 3.54, |
| "learning_rate": 3.5526315789473684e-05, |
| "loss": 0.355, |
| "step": 405 |
| }, |
| { |
| "epoch": 3.59, |
| "learning_rate": 3.5964912280701756e-05, |
| "loss": 0.2903, |
| "step": 410 |
| }, |
| { |
| "epoch": 3.63, |
| "learning_rate": 3.640350877192983e-05, |
| "loss": 0.4224, |
| "step": 415 |
| }, |
| { |
| "epoch": 3.68, |
| "learning_rate": 3.6842105263157895e-05, |
| "loss": 0.4467, |
| "step": 420 |
| }, |
| { |
| "epoch": 3.72, |
| "learning_rate": 3.728070175438597e-05, |
| "loss": 0.298, |
| "step": 425 |
| }, |
| { |
| "epoch": 3.76, |
| "learning_rate": 3.771929824561404e-05, |
| "loss": 0.4309, |
| "step": 430 |
| }, |
| { |
| "epoch": 3.81, |
| "learning_rate": 3.815789473684211e-05, |
| "loss": 0.4773, |
| "step": 435 |
| }, |
| { |
| "epoch": 3.85, |
| "learning_rate": 3.859649122807018e-05, |
| "loss": 0.5006, |
| "step": 440 |
| }, |
| { |
| "epoch": 3.89, |
| "learning_rate": 3.9035087719298244e-05, |
| "loss": 0.412, |
| "step": 445 |
| }, |
| { |
| "epoch": 3.94, |
| "learning_rate": 3.9473684210526316e-05, |
| "loss": 0.3844, |
| "step": 450 |
| }, |
| { |
| "epoch": 3.98, |
| "learning_rate": 3.991228070175439e-05, |
| "loss": 0.2874, |
| "step": 455 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9326765188834154, |
| "eval_loss": 0.20270153880119324, |
| "eval_runtime": 19.2109, |
| "eval_samples_per_second": 63.401, |
| "eval_steps_per_second": 7.964, |
| "step": 457 |
| }, |
| { |
| "epoch": 4.03, |
| "learning_rate": 4.0350877192982455e-05, |
| "loss": 0.4108, |
| "step": 460 |
| }, |
| { |
| "epoch": 4.07, |
| "learning_rate": 4.078947368421053e-05, |
| "loss": 0.3113, |
| "step": 465 |
| }, |
| { |
| "epoch": 4.11, |
| "learning_rate": 4.12280701754386e-05, |
| "loss": 0.3695, |
| "step": 470 |
| }, |
| { |
| "epoch": 4.16, |
| "learning_rate": 4.166666666666667e-05, |
| "loss": 0.4312, |
| "step": 475 |
| }, |
| { |
| "epoch": 4.2, |
| "learning_rate": 4.210526315789474e-05, |
| "loss": 0.5009, |
| "step": 480 |
| }, |
| { |
| "epoch": 4.25, |
| "learning_rate": 4.254385964912281e-05, |
| "loss": 0.4491, |
| "step": 485 |
| }, |
| { |
| "epoch": 4.29, |
| "learning_rate": 4.298245614035088e-05, |
| "loss": 0.3298, |
| "step": 490 |
| }, |
| { |
| "epoch": 4.33, |
| "learning_rate": 4.342105263157895e-05, |
| "loss": 0.3188, |
| "step": 495 |
| }, |
| { |
| "epoch": 4.38, |
| "learning_rate": 4.3859649122807014e-05, |
| "loss": 0.3462, |
| "step": 500 |
| }, |
| { |
| "epoch": 4.42, |
| "learning_rate": 4.429824561403509e-05, |
| "loss": 0.3797, |
| "step": 505 |
| }, |
| { |
| "epoch": 4.46, |
| "learning_rate": 4.473684210526316e-05, |
| "loss": 0.412, |
| "step": 510 |
| }, |
| { |
| "epoch": 4.51, |
| "learning_rate": 4.517543859649123e-05, |
| "loss": 0.3163, |
| "step": 515 |
| }, |
| { |
| "epoch": 4.55, |
| "learning_rate": 4.56140350877193e-05, |
| "loss": 0.4202, |
| "step": 520 |
| }, |
| { |
| "epoch": 4.6, |
| "learning_rate": 4.605263157894737e-05, |
| "loss": 0.3902, |
| "step": 525 |
| }, |
| { |
| "epoch": 4.64, |
| "learning_rate": 4.649122807017544e-05, |
| "loss": 0.3598, |
| "step": 530 |
| }, |
| { |
| "epoch": 4.68, |
| "learning_rate": 4.6929824561403515e-05, |
| "loss": 0.2675, |
| "step": 535 |
| }, |
| { |
| "epoch": 4.73, |
| "learning_rate": 4.736842105263158e-05, |
| "loss": 0.3208, |
| "step": 540 |
| }, |
| { |
| "epoch": 4.77, |
| "learning_rate": 4.780701754385965e-05, |
| "loss": 0.3622, |
| "step": 545 |
| }, |
| { |
| "epoch": 4.81, |
| "learning_rate": 4.824561403508772e-05, |
| "loss": 0.3299, |
| "step": 550 |
| }, |
| { |
| "epoch": 4.86, |
| "learning_rate": 4.868421052631579e-05, |
| "loss": 0.2825, |
| "step": 555 |
| }, |
| { |
| "epoch": 4.9, |
| "learning_rate": 4.912280701754386e-05, |
| "loss": 0.4182, |
| "step": 560 |
| }, |
| { |
| "epoch": 4.95, |
| "learning_rate": 4.956140350877193e-05, |
| "loss": 0.282, |
| "step": 565 |
| }, |
| { |
| "epoch": 4.99, |
| "learning_rate": 5e-05, |
| "loss": 0.355, |
| "step": 570 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9400656814449918, |
| "eval_loss": 0.1666150987148285, |
| "eval_runtime": 19.15, |
| "eval_samples_per_second": 63.603, |
| "eval_steps_per_second": 7.99, |
| "step": 571 |
| }, |
| { |
| "epoch": 5.03, |
| "learning_rate": 4.956140350877193e-05, |
| "loss": 0.3916, |
| "step": 575 |
| }, |
| { |
| "epoch": 5.08, |
| "learning_rate": 4.912280701754386e-05, |
| "loss": 0.3083, |
| "step": 580 |
| }, |
| { |
| "epoch": 5.12, |
| "learning_rate": 4.868421052631579e-05, |
| "loss": 0.2193, |
| "step": 585 |
| }, |
| { |
| "epoch": 5.16, |
| "learning_rate": 4.824561403508772e-05, |
| "loss": 0.2596, |
| "step": 590 |
| }, |
| { |
| "epoch": 5.21, |
| "learning_rate": 4.780701754385965e-05, |
| "loss": 0.2697, |
| "step": 595 |
| }, |
| { |
| "epoch": 5.25, |
| "learning_rate": 4.736842105263158e-05, |
| "loss": 0.2519, |
| "step": 600 |
| }, |
| { |
| "epoch": 5.3, |
| "learning_rate": 4.6929824561403515e-05, |
| "loss": 0.3345, |
| "step": 605 |
| }, |
| { |
| "epoch": 5.34, |
| "learning_rate": 4.649122807017544e-05, |
| "loss": 0.2694, |
| "step": 610 |
| }, |
| { |
| "epoch": 5.38, |
| "learning_rate": 4.605263157894737e-05, |
| "loss": 0.2815, |
| "step": 615 |
| }, |
| { |
| "epoch": 5.43, |
| "learning_rate": 4.56140350877193e-05, |
| "loss": 0.2315, |
| "step": 620 |
| }, |
| { |
| "epoch": 5.47, |
| "learning_rate": 4.517543859649123e-05, |
| "loss": 0.2701, |
| "step": 625 |
| }, |
| { |
| "epoch": 5.51, |
| "learning_rate": 4.473684210526316e-05, |
| "loss": 0.2506, |
| "step": 630 |
| }, |
| { |
| "epoch": 5.56, |
| "learning_rate": 4.429824561403509e-05, |
| "loss": 0.2141, |
| "step": 635 |
| }, |
| { |
| "epoch": 5.6, |
| "learning_rate": 4.3859649122807014e-05, |
| "loss": 0.2323, |
| "step": 640 |
| }, |
| { |
| "epoch": 5.65, |
| "learning_rate": 4.342105263157895e-05, |
| "loss": 0.2465, |
| "step": 645 |
| }, |
| { |
| "epoch": 5.69, |
| "learning_rate": 4.298245614035088e-05, |
| "loss": 0.3737, |
| "step": 650 |
| }, |
| { |
| "epoch": 5.73, |
| "learning_rate": 4.254385964912281e-05, |
| "loss": 0.3958, |
| "step": 655 |
| }, |
| { |
| "epoch": 5.78, |
| "learning_rate": 4.210526315789474e-05, |
| "loss": 0.4959, |
| "step": 660 |
| }, |
| { |
| "epoch": 5.82, |
| "learning_rate": 4.166666666666667e-05, |
| "loss": 0.3131, |
| "step": 665 |
| }, |
| { |
| "epoch": 5.86, |
| "learning_rate": 4.12280701754386e-05, |
| "loss": 0.2104, |
| "step": 670 |
| }, |
| { |
| "epoch": 5.91, |
| "learning_rate": 4.078947368421053e-05, |
| "loss": 0.2501, |
| "step": 675 |
| }, |
| { |
| "epoch": 5.95, |
| "learning_rate": 4.0350877192982455e-05, |
| "loss": 0.3094, |
| "step": 680 |
| }, |
| { |
| "epoch": 6.0, |
| "learning_rate": 3.991228070175439e-05, |
| "loss": 0.2493, |
| "step": 685 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.9655172413793104, |
| "eval_loss": 0.09691629558801651, |
| "eval_runtime": 19.1884, |
| "eval_samples_per_second": 63.476, |
| "eval_steps_per_second": 7.974, |
| "step": 685 |
| }, |
| { |
| "epoch": 6.04, |
| "learning_rate": 3.9473684210526316e-05, |
| "loss": 0.2233, |
| "step": 690 |
| }, |
| { |
| "epoch": 6.08, |
| "learning_rate": 3.9035087719298244e-05, |
| "loss": 0.1551, |
| "step": 695 |
| }, |
| { |
| "epoch": 6.13, |
| "learning_rate": 3.859649122807018e-05, |
| "loss": 0.2415, |
| "step": 700 |
| }, |
| { |
| "epoch": 6.17, |
| "learning_rate": 3.815789473684211e-05, |
| "loss": 0.1373, |
| "step": 705 |
| }, |
| { |
| "epoch": 6.21, |
| "learning_rate": 3.771929824561404e-05, |
| "loss": 0.2754, |
| "step": 710 |
| }, |
| { |
| "epoch": 6.26, |
| "learning_rate": 3.728070175438597e-05, |
| "loss": 0.2255, |
| "step": 715 |
| }, |
| { |
| "epoch": 6.3, |
| "learning_rate": 3.6842105263157895e-05, |
| "loss": 0.156, |
| "step": 720 |
| }, |
| { |
| "epoch": 6.35, |
| "learning_rate": 3.640350877192983e-05, |
| "loss": 0.2596, |
| "step": 725 |
| }, |
| { |
| "epoch": 6.39, |
| "learning_rate": 3.5964912280701756e-05, |
| "loss": 0.2366, |
| "step": 730 |
| }, |
| { |
| "epoch": 6.43, |
| "learning_rate": 3.5526315789473684e-05, |
| "loss": 0.2985, |
| "step": 735 |
| }, |
| { |
| "epoch": 6.48, |
| "learning_rate": 3.508771929824561e-05, |
| "loss": 0.1712, |
| "step": 740 |
| }, |
| { |
| "epoch": 6.52, |
| "learning_rate": 3.4649122807017546e-05, |
| "loss": 0.1222, |
| "step": 745 |
| }, |
| { |
| "epoch": 6.56, |
| "learning_rate": 3.421052631578947e-05, |
| "loss": 0.1547, |
| "step": 750 |
| }, |
| { |
| "epoch": 6.61, |
| "learning_rate": 3.377192982456141e-05, |
| "loss": 0.1938, |
| "step": 755 |
| }, |
| { |
| "epoch": 6.65, |
| "learning_rate": 3.3333333333333335e-05, |
| "loss": 0.1712, |
| "step": 760 |
| }, |
| { |
| "epoch": 6.7, |
| "learning_rate": 3.289473684210527e-05, |
| "loss": 0.1423, |
| "step": 765 |
| }, |
| { |
| "epoch": 6.74, |
| "learning_rate": 3.24561403508772e-05, |
| "loss": 0.2396, |
| "step": 770 |
| }, |
| { |
| "epoch": 6.78, |
| "learning_rate": 3.2017543859649124e-05, |
| "loss": 0.2153, |
| "step": 775 |
| }, |
| { |
| "epoch": 6.83, |
| "learning_rate": 3.157894736842105e-05, |
| "loss": 0.2239, |
| "step": 780 |
| }, |
| { |
| "epoch": 6.87, |
| "learning_rate": 3.1140350877192986e-05, |
| "loss": 0.0997, |
| "step": 785 |
| }, |
| { |
| "epoch": 6.91, |
| "learning_rate": 3.0701754385964913e-05, |
| "loss": 0.1459, |
| "step": 790 |
| }, |
| { |
| "epoch": 6.96, |
| "learning_rate": 3.0263157894736844e-05, |
| "loss": 0.1909, |
| "step": 795 |
| }, |
| { |
| "epoch": 6.99, |
| "eval_accuracy": 0.9835796387520526, |
| "eval_loss": 0.05583478882908821, |
| "eval_runtime": 19.3251, |
| "eval_samples_per_second": 63.027, |
| "eval_steps_per_second": 7.917, |
| "step": 799 |
| }, |
| { |
| "epoch": 7.0, |
| "learning_rate": 2.9824561403508772e-05, |
| "loss": 0.1693, |
| "step": 800 |
| }, |
| { |
| "epoch": 7.05, |
| "learning_rate": 2.9385964912280706e-05, |
| "loss": 0.1497, |
| "step": 805 |
| }, |
| { |
| "epoch": 7.09, |
| "learning_rate": 2.8947368421052634e-05, |
| "loss": 0.2175, |
| "step": 810 |
| }, |
| { |
| "epoch": 7.13, |
| "learning_rate": 2.850877192982456e-05, |
| "loss": 0.1438, |
| "step": 815 |
| }, |
| { |
| "epoch": 7.18, |
| "learning_rate": 2.8070175438596492e-05, |
| "loss": 0.1668, |
| "step": 820 |
| }, |
| { |
| "epoch": 7.22, |
| "learning_rate": 2.7631578947368426e-05, |
| "loss": 0.1601, |
| "step": 825 |
| }, |
| { |
| "epoch": 7.26, |
| "learning_rate": 2.7192982456140354e-05, |
| "loss": 0.0939, |
| "step": 830 |
| }, |
| { |
| "epoch": 7.31, |
| "learning_rate": 2.675438596491228e-05, |
| "loss": 0.1289, |
| "step": 835 |
| }, |
| { |
| "epoch": 7.35, |
| "learning_rate": 2.6315789473684212e-05, |
| "loss": 0.1687, |
| "step": 840 |
| }, |
| { |
| "epoch": 7.4, |
| "learning_rate": 2.5877192982456143e-05, |
| "loss": 0.1336, |
| "step": 845 |
| }, |
| { |
| "epoch": 7.44, |
| "learning_rate": 2.5438596491228074e-05, |
| "loss": 0.1448, |
| "step": 850 |
| }, |
| { |
| "epoch": 7.48, |
| "learning_rate": 2.5e-05, |
| "loss": 0.2031, |
| "step": 855 |
| }, |
| { |
| "epoch": 7.53, |
| "learning_rate": 2.456140350877193e-05, |
| "loss": 0.1245, |
| "step": 860 |
| }, |
| { |
| "epoch": 7.57, |
| "learning_rate": 2.412280701754386e-05, |
| "loss": 0.1954, |
| "step": 865 |
| }, |
| { |
| "epoch": 7.61, |
| "learning_rate": 2.368421052631579e-05, |
| "loss": 0.2028, |
| "step": 870 |
| }, |
| { |
| "epoch": 7.66, |
| "learning_rate": 2.324561403508772e-05, |
| "loss": 0.1675, |
| "step": 875 |
| }, |
| { |
| "epoch": 7.7, |
| "learning_rate": 2.280701754385965e-05, |
| "loss": 0.1371, |
| "step": 880 |
| }, |
| { |
| "epoch": 7.75, |
| "learning_rate": 2.236842105263158e-05, |
| "loss": 0.1443, |
| "step": 885 |
| }, |
| { |
| "epoch": 7.79, |
| "learning_rate": 2.1929824561403507e-05, |
| "loss": 0.2014, |
| "step": 890 |
| }, |
| { |
| "epoch": 7.83, |
| "learning_rate": 2.149122807017544e-05, |
| "loss": 0.1106, |
| "step": 895 |
| }, |
| { |
| "epoch": 7.88, |
| "learning_rate": 2.105263157894737e-05, |
| "loss": 0.1049, |
| "step": 900 |
| }, |
| { |
| "epoch": 7.92, |
| "learning_rate": 2.06140350877193e-05, |
| "loss": 0.0893, |
| "step": 905 |
| }, |
| { |
| "epoch": 7.96, |
| "learning_rate": 2.0175438596491227e-05, |
| "loss": 0.1821, |
| "step": 910 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.9901477832512315, |
| "eval_loss": 0.041182905435562134, |
| "eval_runtime": 19.2291, |
| "eval_samples_per_second": 63.341, |
| "eval_steps_per_second": 7.957, |
| "step": 914 |
| }, |
| { |
| "epoch": 8.01, |
| "learning_rate": 1.9736842105263158e-05, |
| "loss": 0.137, |
| "step": 915 |
| }, |
| { |
| "epoch": 8.05, |
| "learning_rate": 1.929824561403509e-05, |
| "loss": 0.1225, |
| "step": 920 |
| }, |
| { |
| "epoch": 8.1, |
| "learning_rate": 1.885964912280702e-05, |
| "loss": 0.1465, |
| "step": 925 |
| }, |
| { |
| "epoch": 8.14, |
| "learning_rate": 1.8421052631578947e-05, |
| "loss": 0.1588, |
| "step": 930 |
| }, |
| { |
| "epoch": 8.18, |
| "learning_rate": 1.7982456140350878e-05, |
| "loss": 0.163, |
| "step": 935 |
| }, |
| { |
| "epoch": 8.23, |
| "learning_rate": 1.7543859649122806e-05, |
| "loss": 0.0645, |
| "step": 940 |
| }, |
| { |
| "epoch": 8.27, |
| "learning_rate": 1.7105263157894737e-05, |
| "loss": 0.0546, |
| "step": 945 |
| }, |
| { |
| "epoch": 8.32, |
| "learning_rate": 1.6666666666666667e-05, |
| "loss": 0.0346, |
| "step": 950 |
| }, |
| { |
| "epoch": 8.36, |
| "learning_rate": 1.62280701754386e-05, |
| "loss": 0.099, |
| "step": 955 |
| }, |
| { |
| "epoch": 8.4, |
| "learning_rate": 1.5789473684210526e-05, |
| "loss": 0.1723, |
| "step": 960 |
| }, |
| { |
| "epoch": 8.45, |
| "learning_rate": 1.5350877192982457e-05, |
| "loss": 0.1102, |
| "step": 965 |
| }, |
| { |
| "epoch": 8.49, |
| "learning_rate": 1.4912280701754386e-05, |
| "loss": 0.1221, |
| "step": 970 |
| }, |
| { |
| "epoch": 8.53, |
| "learning_rate": 1.4473684210526317e-05, |
| "loss": 0.1574, |
| "step": 975 |
| }, |
| { |
| "epoch": 8.58, |
| "learning_rate": 1.4035087719298246e-05, |
| "loss": 0.0542, |
| "step": 980 |
| }, |
| { |
| "epoch": 8.62, |
| "learning_rate": 1.3596491228070177e-05, |
| "loss": 0.121, |
| "step": 985 |
| }, |
| { |
| "epoch": 8.67, |
| "learning_rate": 1.3157894736842106e-05, |
| "loss": 0.0355, |
| "step": 990 |
| }, |
| { |
| "epoch": 8.71, |
| "learning_rate": 1.2719298245614037e-05, |
| "loss": 0.0715, |
| "step": 995 |
| }, |
| { |
| "epoch": 8.75, |
| "learning_rate": 1.2280701754385964e-05, |
| "loss": 0.0456, |
| "step": 1000 |
| }, |
| { |
| "epoch": 8.8, |
| "learning_rate": 1.1842105263157895e-05, |
| "loss": 0.0774, |
| "step": 1005 |
| }, |
| { |
| "epoch": 8.84, |
| "learning_rate": 1.1403508771929824e-05, |
| "loss": 0.0309, |
| "step": 1010 |
| }, |
| { |
| "epoch": 8.88, |
| "learning_rate": 1.0964912280701754e-05, |
| "loss": 0.1048, |
| "step": 1015 |
| }, |
| { |
| "epoch": 8.93, |
| "learning_rate": 1.0526315789473684e-05, |
| "loss": 0.1286, |
| "step": 1020 |
| }, |
| { |
| "epoch": 8.97, |
| "learning_rate": 1.0087719298245614e-05, |
| "loss": 0.1853, |
| "step": 1025 |
| }, |
| { |
| "epoch": 9.0, |
| "eval_accuracy": 0.9942528735632183, |
| "eval_loss": 0.02394494228065014, |
| "eval_runtime": 19.1714, |
| "eval_samples_per_second": 63.532, |
| "eval_steps_per_second": 7.981, |
| "step": 1028 |
| }, |
| { |
| "epoch": 9.02, |
| "learning_rate": 9.649122807017545e-06, |
| "loss": 0.0881, |
| "step": 1030 |
| }, |
| { |
| "epoch": 9.06, |
| "learning_rate": 9.210526315789474e-06, |
| "loss": 0.0734, |
| "step": 1035 |
| }, |
| { |
| "epoch": 9.1, |
| "learning_rate": 8.771929824561403e-06, |
| "loss": 0.0274, |
| "step": 1040 |
| }, |
| { |
| "epoch": 9.15, |
| "learning_rate": 8.333333333333334e-06, |
| "loss": 0.1102, |
| "step": 1045 |
| }, |
| { |
| "epoch": 9.19, |
| "learning_rate": 7.894736842105263e-06, |
| "loss": 0.0844, |
| "step": 1050 |
| }, |
| { |
| "epoch": 9.23, |
| "learning_rate": 7.456140350877193e-06, |
| "loss": 0.0348, |
| "step": 1055 |
| }, |
| { |
| "epoch": 9.28, |
| "learning_rate": 7.017543859649123e-06, |
| "loss": 0.1314, |
| "step": 1060 |
| }, |
| { |
| "epoch": 9.32, |
| "learning_rate": 6.578947368421053e-06, |
| "loss": 0.1114, |
| "step": 1065 |
| }, |
| { |
| "epoch": 9.37, |
| "learning_rate": 6.140350877192982e-06, |
| "loss": 0.0509, |
| "step": 1070 |
| }, |
| { |
| "epoch": 9.41, |
| "learning_rate": 5.701754385964912e-06, |
| "loss": 0.0867, |
| "step": 1075 |
| }, |
| { |
| "epoch": 9.45, |
| "learning_rate": 5.263157894736842e-06, |
| "loss": 0.0165, |
| "step": 1080 |
| }, |
| { |
| "epoch": 9.5, |
| "learning_rate": 4.824561403508772e-06, |
| "loss": 0.1223, |
| "step": 1085 |
| }, |
| { |
| "epoch": 9.54, |
| "learning_rate": 4.3859649122807014e-06, |
| "loss": 0.0802, |
| "step": 1090 |
| }, |
| { |
| "epoch": 9.58, |
| "learning_rate": 3.9473684210526315e-06, |
| "loss": 0.1373, |
| "step": 1095 |
| }, |
| { |
| "epoch": 9.63, |
| "learning_rate": 3.5087719298245615e-06, |
| "loss": 0.0855, |
| "step": 1100 |
| }, |
| { |
| "epoch": 9.67, |
| "learning_rate": 3.070175438596491e-06, |
| "loss": 0.0934, |
| "step": 1105 |
| }, |
| { |
| "epoch": 9.72, |
| "learning_rate": 2.631578947368421e-06, |
| "loss": 0.0544, |
| "step": 1110 |
| }, |
| { |
| "epoch": 9.76, |
| "learning_rate": 2.1929824561403507e-06, |
| "loss": 0.0704, |
| "step": 1115 |
| }, |
| { |
| "epoch": 9.8, |
| "learning_rate": 1.7543859649122807e-06, |
| "loss": 0.0644, |
| "step": 1120 |
| }, |
| { |
| "epoch": 9.85, |
| "learning_rate": 1.3157894736842106e-06, |
| "loss": 0.064, |
| "step": 1125 |
| }, |
| { |
| "epoch": 9.89, |
| "learning_rate": 8.771929824561404e-07, |
| "loss": 0.0153, |
| "step": 1130 |
| }, |
| { |
| "epoch": 9.93, |
| "learning_rate": 4.385964912280702e-07, |
| "loss": 0.0909, |
| "step": 1135 |
| }, |
| { |
| "epoch": 9.98, |
| "learning_rate": 0.0, |
| "loss": 0.0666, |
| "step": 1140 |
| }, |
| { |
| "epoch": 9.98, |
| "eval_accuracy": 0.9950738916256158, |
| "eval_loss": 0.011206304654479027, |
| "eval_runtime": 19.1932, |
| "eval_samples_per_second": 63.46, |
| "eval_steps_per_second": 7.972, |
| "step": 1140 |
| }, |
| { |
| "epoch": 9.98, |
| "step": 1140, |
| "total_flos": 8.390377142257582e+18, |
| "train_loss": 0.46324286803341747, |
| "train_runtime": 2845.9625, |
| "train_samples_per_second": 12.829, |
| "train_steps_per_second": 0.401 |
| } |
| ], |
| "logging_steps": 5, |
| "max_steps": 1140, |
| "num_train_epochs": 10, |
| "save_steps": 500, |
| "total_flos": 8.390377142257582e+18, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
