| { | |
| "best_metric": 0.9650432050274941, | |
| "best_model_checkpoint": "swin-base-patch4-window7-224-in22k-finetuned-brain-tumor-final_08/checkpoint-154", | |
| "epoch": 9.87012987012987, | |
| "global_step": 190, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 2.6315789473684212e-05, | |
| "loss": 1.2882, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "eval_accuracy": 0.7961508248232522, | |
| "eval_f1_score": 0.7862764915452001, | |
| "eval_loss": 0.5468631982803345, | |
| "eval_precision": 0.807682539972508, | |
| "eval_runtime": 146.6896, | |
| "eval_samples_per_second": 17.356, | |
| "eval_steps_per_second": 0.177, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 4.970760233918128e-05, | |
| "loss": 0.7346, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 1.56, | |
| "learning_rate": 4.678362573099415e-05, | |
| "loss": 0.3491, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 1.97, | |
| "eval_accuracy": 0.8860958366064414, | |
| "eval_f1_score": 0.8877831452046004, | |
| "eval_loss": 0.3029632568359375, | |
| "eval_precision": 0.8981099107198931, | |
| "eval_runtime": 142.8458, | |
| "eval_samples_per_second": 17.823, | |
| "eval_steps_per_second": 0.182, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 2.08, | |
| "learning_rate": 4.3859649122807014e-05, | |
| "loss": 0.2344, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 4.093567251461988e-05, | |
| "loss": 0.1791, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 2.96, | |
| "eval_accuracy": 0.9210526315789473, | |
| "eval_f1_score": 0.9229181063056022, | |
| "eval_loss": 0.2076900452375412, | |
| "eval_precision": 0.9307481907300132, | |
| "eval_runtime": 146.5105, | |
| "eval_samples_per_second": 17.378, | |
| "eval_steps_per_second": 0.177, | |
| "step": 57 | |
| }, | |
| { | |
| "epoch": 3.12, | |
| "learning_rate": 3.8011695906432746e-05, | |
| "loss": 0.1365, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 3.64, | |
| "learning_rate": 3.508771929824561e-05, | |
| "loss": 0.122, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9253731343283582, | |
| "eval_f1_score": 0.9271544463725769, | |
| "eval_loss": 0.20073173940181732, | |
| "eval_precision": 0.936852899850916, | |
| "eval_runtime": 143.3187, | |
| "eval_samples_per_second": 17.765, | |
| "eval_steps_per_second": 0.181, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 4.16, | |
| "learning_rate": 3.216374269005848e-05, | |
| "loss": 0.084, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 4.68, | |
| "learning_rate": 2.9239766081871346e-05, | |
| "loss": 0.0671, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 4.99, | |
| "eval_accuracy": 0.9269442262372348, | |
| "eval_f1_score": 0.9294001146483667, | |
| "eval_loss": 0.20734713971614838, | |
| "eval_precision": 0.9400926555225891, | |
| "eval_runtime": 150.1774, | |
| "eval_samples_per_second": 16.953, | |
| "eval_steps_per_second": 0.173, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 5.19, | |
| "learning_rate": 2.6315789473684212e-05, | |
| "loss": 0.0545, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 5.71, | |
| "learning_rate": 2.3391812865497074e-05, | |
| "loss": 0.0474, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 5.97, | |
| "eval_accuracy": 0.9481539670070699, | |
| "eval_f1_score": 0.9493645555588069, | |
| "eval_loss": 0.13840945065021515, | |
| "eval_precision": 0.9547416860173351, | |
| "eval_runtime": 148.6502, | |
| "eval_samples_per_second": 17.127, | |
| "eval_steps_per_second": 0.175, | |
| "step": 115 | |
| }, | |
| { | |
| "epoch": 6.23, | |
| "learning_rate": 2.046783625730994e-05, | |
| "loss": 0.0359, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 6.75, | |
| "learning_rate": 1.7543859649122806e-05, | |
| "loss": 0.032, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 6.96, | |
| "eval_accuracy": 0.9430479183032208, | |
| "eval_f1_score": 0.9447208627751791, | |
| "eval_loss": 0.1683335155248642, | |
| "eval_precision": 0.9510759669338126, | |
| "eval_runtime": 146.9976, | |
| "eval_samples_per_second": 17.32, | |
| "eval_steps_per_second": 0.177, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 7.27, | |
| "learning_rate": 1.4619883040935673e-05, | |
| "loss": 0.0284, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 7.79, | |
| "learning_rate": 1.1695906432748537e-05, | |
| "loss": 0.0225, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9650432050274941, | |
| "eval_f1_score": 0.9657333174830298, | |
| "eval_loss": 0.11006712168455124, | |
| "eval_precision": 0.9671471415955248, | |
| "eval_runtime": 144.8303, | |
| "eval_samples_per_second": 17.579, | |
| "eval_steps_per_second": 0.18, | |
| "step": 154 | |
| }, | |
| { | |
| "epoch": 8.31, | |
| "learning_rate": 8.771929824561403e-06, | |
| "loss": 0.0299, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 8.83, | |
| "learning_rate": 5.8479532163742686e-06, | |
| "loss": 0.0193, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 8.99, | |
| "eval_accuracy": 0.9532600157109191, | |
| "eval_f1_score": 0.9543637358051864, | |
| "eval_loss": 0.13721555471420288, | |
| "eval_precision": 0.9584728079885907, | |
| "eval_runtime": 148.8815, | |
| "eval_samples_per_second": 17.101, | |
| "eval_steps_per_second": 0.175, | |
| "step": 173 | |
| }, | |
| { | |
| "epoch": 9.35, | |
| "learning_rate": 2.9239766081871343e-06, | |
| "loss": 0.0175, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "learning_rate": 0.0, | |
| "loss": 0.0193, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "eval_accuracy": 0.9591516103692066, | |
| "eval_f1_score": 0.9600211574702097, | |
| "eval_loss": 0.12095439434051514, | |
| "eval_precision": 0.9627515459909033, | |
| "eval_runtime": 143.4592, | |
| "eval_samples_per_second": 17.747, | |
| "eval_steps_per_second": 0.181, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 9.87, | |
| "step": 190, | |
| "total_flos": 5.909979961466413e+18, | |
| "train_loss": 0.1843041891330167, | |
| "train_runtime": 18944.3436, | |
| "train_samples_per_second": 4.031, | |
| "train_steps_per_second": 0.01 | |
| } | |
| ], | |
| "max_steps": 190, | |
| "num_train_epochs": 10, | |
| "total_flos": 5.909979961466413e+18, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |