| { | |
| "best_metric": 1.0, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-ecg-classification/checkpoint-697", | |
| "epoch": 0.9992831541218637, | |
| "eval_steps": 500, | |
| "global_step": 697, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.01, | |
| "learning_rate": 7.142857142857143e-06, | |
| "loss": 1.5045, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 1.4285714285714285e-05, | |
| "loss": 0.9194, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 2.1428571428571428e-05, | |
| "loss": 0.5641, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.06, | |
| "learning_rate": 2.857142857142857e-05, | |
| "loss": 0.2045, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.07, | |
| "learning_rate": 3.571428571428572e-05, | |
| "loss": 0.0644, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 4.2857142857142856e-05, | |
| "loss": 0.0533, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.1, | |
| "learning_rate": 5e-05, | |
| "loss": 0.044, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 4.920255183413078e-05, | |
| "loss": 0.039, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 4.8405103668261565e-05, | |
| "loss": 0.0287, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.14, | |
| "learning_rate": 4.760765550239234e-05, | |
| "loss": 0.0755, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 4.681020733652313e-05, | |
| "loss": 0.0467, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.17, | |
| "learning_rate": 4.6012759170653905e-05, | |
| "loss": 0.0393, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 4.521531100478469e-05, | |
| "loss": 0.0434, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.2, | |
| "learning_rate": 4.4417862838915475e-05, | |
| "loss": 0.0351, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 4.362041467304626e-05, | |
| "loss": 0.0377, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 4.282296650717704e-05, | |
| "loss": 0.0221, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 4.2025518341307815e-05, | |
| "loss": 0.0444, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 4.12280701754386e-05, | |
| "loss": 0.0219, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 4.043062200956938e-05, | |
| "loss": 0.0399, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 3.963317384370016e-05, | |
| "loss": 0.0225, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.3, | |
| "learning_rate": 3.883572567783094e-05, | |
| "loss": 0.0393, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 3.8038277511961725e-05, | |
| "loss": 0.0351, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.33, | |
| "learning_rate": 3.72408293460925e-05, | |
| "loss": 0.0297, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.34, | |
| "learning_rate": 3.644338118022329e-05, | |
| "loss": 0.0292, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.36, | |
| "learning_rate": 3.5645933014354065e-05, | |
| "loss": 0.0518, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 3.484848484848485e-05, | |
| "loss": 0.0474, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.39, | |
| "learning_rate": 3.4051036682615634e-05, | |
| "loss": 0.0394, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 3.325358851674641e-05, | |
| "loss": 0.0416, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.42, | |
| "learning_rate": 3.24561403508772e-05, | |
| "loss": 0.0403, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 3.1658692185007975e-05, | |
| "loss": 0.023, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 3.086124401913876e-05, | |
| "loss": 0.0402, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 3.0063795853269537e-05, | |
| "loss": 0.0382, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.47, | |
| "learning_rate": 2.9266347687400318e-05, | |
| "loss": 0.0401, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 2.84688995215311e-05, | |
| "loss": 0.0502, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.5, | |
| "learning_rate": 2.767145135566188e-05, | |
| "loss": 0.0536, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.52, | |
| "learning_rate": 2.6874003189792662e-05, | |
| "loss": 0.0376, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 2.6076555023923443e-05, | |
| "loss": 0.0375, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 0.54, | |
| "learning_rate": 2.527910685805423e-05, | |
| "loss": 0.0485, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 2.448165869218501e-05, | |
| "loss": 0.0261, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 2.368421052631579e-05, | |
| "loss": 0.034, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 2.288676236044657e-05, | |
| "loss": 0.0289, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 0.6, | |
| "learning_rate": 2.2089314194577353e-05, | |
| "loss": 0.0318, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 2.1291866028708134e-05, | |
| "loss": 0.0125, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 0.63, | |
| "learning_rate": 2.0494417862838915e-05, | |
| "loss": 0.0386, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 0.65, | |
| "learning_rate": 1.9696969696969697e-05, | |
| "loss": 0.0433, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 1.8899521531100478e-05, | |
| "loss": 0.0483, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 1.8102073365231263e-05, | |
| "loss": 0.0404, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 1.7304625199362044e-05, | |
| "loss": 0.0407, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 1.6507177033492825e-05, | |
| "loss": 0.036, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 1.5709728867623606e-05, | |
| "loss": 0.0303, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 0.73, | |
| "learning_rate": 1.4912280701754386e-05, | |
| "loss": 0.0352, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 1.4114832535885167e-05, | |
| "loss": 0.0423, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 1.331738437001595e-05, | |
| "loss": 0.0514, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 0.77, | |
| "learning_rate": 1.2519936204146731e-05, | |
| "loss": 0.0408, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 1.1722488038277513e-05, | |
| "loss": 0.0309, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 1.0925039872408294e-05, | |
| "loss": 0.033, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 0.82, | |
| "learning_rate": 1.0127591706539077e-05, | |
| "loss": 0.0448, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 9.330143540669856e-06, | |
| "loss": 0.029, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 0.85, | |
| "learning_rate": 8.532695374800638e-06, | |
| "loss": 0.0367, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 7.73524720893142e-06, | |
| "loss": 0.0364, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.87, | |
| "learning_rate": 6.937799043062202e-06, | |
| "loss": 0.0357, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 0.89, | |
| "learning_rate": 6.140350877192982e-06, | |
| "loss": 0.0419, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 0.9, | |
| "learning_rate": 5.342902711323764e-06, | |
| "loss": 0.0282, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 4.5454545454545455e-06, | |
| "loss": 0.037, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 3.7480063795853268e-06, | |
| "loss": 0.0368, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 0.95, | |
| "learning_rate": 2.9505582137161084e-06, | |
| "loss": 0.0378, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 2.15311004784689e-06, | |
| "loss": 0.0436, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 1.3556618819776716e-06, | |
| "loss": 0.0404, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 5.582137161084529e-07, | |
| "loss": 0.0258, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 1.0, | |
| "eval_loss": 4.1070671841225703e-07, | |
| "eval_runtime": 87.3478, | |
| "eval_samples_per_second": 113.569, | |
| "eval_steps_per_second": 3.549, | |
| "step": 697 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "step": 697, | |
| "total_flos": 2.2177997683257508e+18, | |
| "train_loss": 0.08212084482441331, | |
| "train_runtime": 1570.6968, | |
| "train_samples_per_second": 56.84, | |
| "train_steps_per_second": 0.444 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 697, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 1, | |
| "save_steps": 500, | |
| "total_flos": 2.2177997683257508e+18, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |