| { | |
| "best_metric": 0.3903774321079254, | |
| "best_model_checkpoint": "./vit-base-augmented-ph2-patch-32/checkpoint-50", | |
| "epoch": 4.0, | |
| "global_step": 552, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 0.00019637681159420293, | |
| "loss": 0.4337, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 0.0001927536231884058, | |
| "loss": 0.1958, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 0.0001891304347826087, | |
| "loss": 0.2358, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 0.0001855072463768116, | |
| "loss": 0.1231, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 0.0001818840579710145, | |
| "loss": 0.1087, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "eval_accuracy": 0.8683760683760684, | |
| "eval_f1": 0.8683760683760683, | |
| "eval_loss": 0.3903774321079254, | |
| "eval_precision": 0.8683760683760684, | |
| "eval_recall": 0.8683760683760684, | |
| "eval_runtime": 10.4647, | |
| "eval_samples_per_second": 55.902, | |
| "eval_steps_per_second": 7.071, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 0.0001782608695652174, | |
| "loss": 0.0318, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 0.0001746376811594203, | |
| "loss": 0.0115, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.58, | |
| "learning_rate": 0.0001710144927536232, | |
| "loss": 0.0412, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 0.0001673913043478261, | |
| "loss": 0.009, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 0.000163768115942029, | |
| "loss": 0.066, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "eval_accuracy": 0.8273504273504273, | |
| "eval_f1": 0.8273504273504273, | |
| "eval_loss": 0.7072790265083313, | |
| "eval_precision": 0.8273504273504273, | |
| "eval_recall": 0.8273504273504273, | |
| "eval_runtime": 10.5596, | |
| "eval_samples_per_second": 55.4, | |
| "eval_steps_per_second": 7.008, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 0.00016014492753623188, | |
| "loss": 0.0898, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 0.0001565217391304348, | |
| "loss": 0.0228, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 0.00015289855072463769, | |
| "loss": 0.035, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 0.00014927536231884058, | |
| "loss": 0.0211, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "learning_rate": 0.0001456521739130435, | |
| "loss": 0.0092, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.09, | |
| "eval_accuracy": 0.8153846153846154, | |
| "eval_f1": 0.8153846153846154, | |
| "eval_loss": 0.663502037525177, | |
| "eval_precision": 0.8153846153846154, | |
| "eval_recall": 0.8153846153846154, | |
| "eval_runtime": 10.5172, | |
| "eval_samples_per_second": 55.623, | |
| "eval_steps_per_second": 7.036, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 1.16, | |
| "learning_rate": 0.00014202898550724638, | |
| "loss": 0.006, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 0.00013840579710144927, | |
| "loss": 0.0686, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 1.3, | |
| "learning_rate": 0.0001347826086956522, | |
| "loss": 0.004, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 1.38, | |
| "learning_rate": 0.00013115942028985508, | |
| "loss": 0.0654, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "learning_rate": 0.00012753623188405797, | |
| "loss": 0.0716, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.45, | |
| "eval_accuracy": 0.8341880341880342, | |
| "eval_f1": 0.8341880341880342, | |
| "eval_loss": 0.7824386954307556, | |
| "eval_precision": 0.8341880341880342, | |
| "eval_recall": 0.8341880341880342, | |
| "eval_runtime": 10.4823, | |
| "eval_samples_per_second": 55.808, | |
| "eval_steps_per_second": 7.06, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 0.00012391304347826086, | |
| "loss": 0.1392, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 0.00012028985507246378, | |
| "loss": 0.0547, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "learning_rate": 0.00011666666666666668, | |
| "loss": 0.0113, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 0.00011304347826086956, | |
| "loss": 0.004, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 0.00010942028985507247, | |
| "loss": 0.0056, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "eval_accuracy": 0.8957264957264958, | |
| "eval_f1": 0.8957264957264957, | |
| "eval_loss": 0.5070696473121643, | |
| "eval_precision": 0.8957264957264958, | |
| "eval_recall": 0.8957264957264958, | |
| "eval_runtime": 10.5158, | |
| "eval_samples_per_second": 55.63, | |
| "eval_steps_per_second": 7.037, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.88, | |
| "learning_rate": 0.00010579710144927538, | |
| "loss": 0.0037, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.96, | |
| "learning_rate": 0.00010217391304347828, | |
| "loss": 0.0027, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 9.855072463768117e-05, | |
| "loss": 0.0025, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 2.1, | |
| "learning_rate": 9.492753623188406e-05, | |
| "loss": 0.0024, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 9.130434782608696e-05, | |
| "loss": 0.0023, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "eval_accuracy": 0.8854700854700854, | |
| "eval_f1": 0.8854700854700854, | |
| "eval_loss": 0.5977781414985657, | |
| "eval_precision": 0.8854700854700854, | |
| "eval_recall": 0.8854700854700854, | |
| "eval_runtime": 10.6417, | |
| "eval_samples_per_second": 54.973, | |
| "eval_steps_per_second": 6.954, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 8.768115942028987e-05, | |
| "loss": 0.0022, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 2.32, | |
| "learning_rate": 8.405797101449276e-05, | |
| "loss": 0.0021, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 2.39, | |
| "learning_rate": 8.043478260869566e-05, | |
| "loss": 0.002, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 7.681159420289855e-05, | |
| "loss": 0.0019, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 7.318840579710145e-05, | |
| "loss": 0.0019, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "eval_accuracy": 0.8854700854700854, | |
| "eval_f1": 0.8854700854700854, | |
| "eval_loss": 0.614289402961731, | |
| "eval_precision": 0.8854700854700854, | |
| "eval_recall": 0.8854700854700854, | |
| "eval_runtime": 10.5592, | |
| "eval_samples_per_second": 55.402, | |
| "eval_steps_per_second": 7.008, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 2.61, | |
| "learning_rate": 6.956521739130436e-05, | |
| "loss": 0.0018, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 2.68, | |
| "learning_rate": 6.594202898550726e-05, | |
| "loss": 0.0018, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 6.231884057971015e-05, | |
| "loss": 0.0017, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 5.869565217391305e-05, | |
| "loss": 0.0017, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "learning_rate": 5.507246376811594e-05, | |
| "loss": 0.0016, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.9, | |
| "eval_accuracy": 0.8888888888888888, | |
| "eval_f1": 0.8888888888888888, | |
| "eval_loss": 0.6227333545684814, | |
| "eval_precision": 0.8888888888888888, | |
| "eval_recall": 0.8888888888888888, | |
| "eval_runtime": 10.6134, | |
| "eval_samples_per_second": 55.119, | |
| "eval_steps_per_second": 6.972, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 5.144927536231884e-05, | |
| "loss": 0.0016, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 3.04, | |
| "learning_rate": 4.782608695652174e-05, | |
| "loss": 0.0016, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 4.4202898550724645e-05, | |
| "loss": 0.0015, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 3.19, | |
| "learning_rate": 4.057971014492754e-05, | |
| "loss": 0.0016, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "learning_rate": 3.695652173913043e-05, | |
| "loss": 0.0015, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.26, | |
| "eval_accuracy": 0.8888888888888888, | |
| "eval_f1": 0.8888888888888888, | |
| "eval_loss": 0.6293916702270508, | |
| "eval_precision": 0.8888888888888888, | |
| "eval_recall": 0.8888888888888888, | |
| "eval_runtime": 10.4957, | |
| "eval_samples_per_second": 55.737, | |
| "eval_steps_per_second": 7.05, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.0015, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 3.41, | |
| "learning_rate": 2.971014492753623e-05, | |
| "loss": 0.0015, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 3.48, | |
| "learning_rate": 2.608695652173913e-05, | |
| "loss": 0.0015, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 3.55, | |
| "learning_rate": 2.246376811594203e-05, | |
| "loss": 0.0014, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "learning_rate": 1.8840579710144928e-05, | |
| "loss": 0.0014, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.62, | |
| "eval_accuracy": 0.8888888888888888, | |
| "eval_f1": 0.8888888888888888, | |
| "eval_loss": 0.6337538957595825, | |
| "eval_precision": 0.8888888888888888, | |
| "eval_recall": 0.8888888888888888, | |
| "eval_runtime": 10.5742, | |
| "eval_samples_per_second": 55.323, | |
| "eval_steps_per_second": 6.998, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 3.7, | |
| "learning_rate": 1.5217391304347828e-05, | |
| "loss": 0.0014, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 3.77, | |
| "learning_rate": 1.1594202898550725e-05, | |
| "loss": 0.0014, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 3.84, | |
| "learning_rate": 7.971014492753623e-06, | |
| "loss": 0.0014, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 3.91, | |
| "learning_rate": 4.347826086956522e-06, | |
| "loss": 0.0014, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "learning_rate": 7.246376811594203e-07, | |
| "loss": 0.0014, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 3.99, | |
| "eval_accuracy": 0.8888888888888888, | |
| "eval_f1": 0.8888888888888888, | |
| "eval_loss": 0.6350913643836975, | |
| "eval_precision": 0.8888888888888888, | |
| "eval_recall": 0.8888888888888888, | |
| "eval_runtime": 10.4521, | |
| "eval_samples_per_second": 55.97, | |
| "eval_steps_per_second": 7.08, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "step": 552, | |
| "total_flos": 6.95095773216768e+17, | |
| "train_loss": 0.034777708027673805, | |
| "train_runtime": 468.7352, | |
| "train_samples_per_second": 18.774, | |
| "train_steps_per_second": 1.178 | |
| } | |
| ], | |
| "max_steps": 552, | |
| "num_train_epochs": 4, | |
| "total_flos": 6.95095773216768e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |