| { | |
| "best_metric": 0.9801980198019802, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat\\checkpoint-453", | |
| "epoch": 2.990077177508269, | |
| "eval_steps": 500, | |
| "global_step": 678, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.04, | |
| "learning_rate": 7.3529411764705884e-06, | |
| "loss": 1.8817, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.09, | |
| "learning_rate": 1.4705882352941177e-05, | |
| "loss": 1.7748, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 2.2058823529411766e-05, | |
| "loss": 1.6352, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.18, | |
| "learning_rate": 2.9411764705882354e-05, | |
| "loss": 1.2838, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.22, | |
| "learning_rate": 3.6764705882352945e-05, | |
| "loss": 0.8832, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.26, | |
| "learning_rate": 4.411764705882353e-05, | |
| "loss": 0.5259, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 4.9836065573770496e-05, | |
| "loss": 0.4059, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 4.9016393442622957e-05, | |
| "loss": 0.4344, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.819672131147541e-05, | |
| "loss": 0.2773, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.44, | |
| "learning_rate": 4.737704918032787e-05, | |
| "loss": 0.3712, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.49, | |
| "learning_rate": 4.655737704918033e-05, | |
| "loss": 0.3117, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.5737704918032786e-05, | |
| "loss": 0.2357, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.57, | |
| "learning_rate": 4.491803278688525e-05, | |
| "loss": 0.3511, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.62, | |
| "learning_rate": 4.409836065573771e-05, | |
| "loss": 0.2619, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.66, | |
| "learning_rate": 4.327868852459017e-05, | |
| "loss": 0.2678, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.71, | |
| "learning_rate": 4.245901639344262e-05, | |
| "loss": 0.3344, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 4.163934426229508e-05, | |
| "loss": 0.2304, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.79, | |
| "learning_rate": 4.081967213114754e-05, | |
| "loss": 0.3894, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 4e-05, | |
| "loss": 0.2455, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 3.9180327868852464e-05, | |
| "loss": 0.202, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.93, | |
| "learning_rate": 3.836065573770492e-05, | |
| "loss": 0.2385, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.97, | |
| "learning_rate": 3.754098360655738e-05, | |
| "loss": 0.1774, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9702970297029703, | |
| "eval_loss": 0.11055441945791245, | |
| "eval_runtime": 18.9759, | |
| "eval_samples_per_second": 21.29, | |
| "eval_steps_per_second": 5.323, | |
| "step": 226 | |
| }, | |
| { | |
| "epoch": 1.01, | |
| "learning_rate": 3.672131147540984e-05, | |
| "loss": 0.1992, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 1.06, | |
| "learning_rate": 3.590163934426229e-05, | |
| "loss": 0.1551, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 3.508196721311476e-05, | |
| "loss": 0.1366, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 3.4262295081967214e-05, | |
| "loss": 0.2028, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 1.19, | |
| "learning_rate": 3.3442622950819675e-05, | |
| "loss": 0.2502, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 3.2622950819672136e-05, | |
| "loss": 0.1706, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 3.180327868852459e-05, | |
| "loss": 0.2043, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 1.32, | |
| "learning_rate": 3.098360655737705e-05, | |
| "loss": 0.1227, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 1.37, | |
| "learning_rate": 3.016393442622951e-05, | |
| "loss": 0.183, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 1.41, | |
| "learning_rate": 2.934426229508197e-05, | |
| "loss": 0.1389, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 1.46, | |
| "learning_rate": 2.852459016393443e-05, | |
| "loss": 0.2355, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 2.7704918032786886e-05, | |
| "loss": 0.1368, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 1.54, | |
| "learning_rate": 2.6885245901639343e-05, | |
| "loss": 0.1441, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 1.59, | |
| "learning_rate": 2.6065573770491804e-05, | |
| "loss": 0.23, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 2.5245901639344264e-05, | |
| "loss": 0.2492, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 2.442622950819672e-05, | |
| "loss": 0.0825, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.72, | |
| "learning_rate": 2.3606557377049182e-05, | |
| "loss": 0.1994, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 2.278688524590164e-05, | |
| "loss": 0.157, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.81, | |
| "learning_rate": 2.1967213114754097e-05, | |
| "loss": 0.3219, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.85, | |
| "learning_rate": 2.114754098360656e-05, | |
| "loss": 0.2, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 2.0327868852459018e-05, | |
| "loss": 0.2441, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.94, | |
| "learning_rate": 1.9508196721311475e-05, | |
| "loss": 0.2106, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 1.8688524590163936e-05, | |
| "loss": 0.1347, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9801980198019802, | |
| "eval_loss": 0.07785981893539429, | |
| "eval_runtime": 39.5393, | |
| "eval_samples_per_second": 10.218, | |
| "eval_steps_per_second": 2.554, | |
| "step": 453 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 1.7868852459016393e-05, | |
| "loss": 0.0916, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 2.07, | |
| "learning_rate": 1.7049180327868854e-05, | |
| "loss": 0.1534, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 2.12, | |
| "learning_rate": 1.6229508196721314e-05, | |
| "loss": 0.07, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.5409836065573772e-05, | |
| "loss": 0.0953, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 2.21, | |
| "learning_rate": 1.4590163934426229e-05, | |
| "loss": 0.1831, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.377049180327869e-05, | |
| "loss": 0.1728, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 2.29, | |
| "learning_rate": 1.2950819672131149e-05, | |
| "loss": 0.1736, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 2.34, | |
| "learning_rate": 1.2131147540983608e-05, | |
| "loss": 0.0832, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.1311475409836065e-05, | |
| "loss": 0.2344, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 1.0491803278688525e-05, | |
| "loss": 0.1703, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 2.47, | |
| "learning_rate": 9.672131147540984e-06, | |
| "loss": 0.0834, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 8.852459016393443e-06, | |
| "loss": 0.1182, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 2.56, | |
| "learning_rate": 8.032786885245902e-06, | |
| "loss": 0.1647, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 2.6, | |
| "learning_rate": 7.213114754098361e-06, | |
| "loss": 0.0524, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 6.393442622950819e-06, | |
| "loss": 0.1996, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 2.69, | |
| "learning_rate": 5.573770491803279e-06, | |
| "loss": 0.1121, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 4.754098360655738e-06, | |
| "loss": 0.1367, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 3.934426229508197e-06, | |
| "loss": 0.1491, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 2.82, | |
| "learning_rate": 3.114754098360656e-06, | |
| "loss": 0.1707, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 2.295081967213115e-06, | |
| "loss": 0.141, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.4754098360655739e-06, | |
| "loss": 0.0584, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "learning_rate": 6.557377049180328e-07, | |
| "loss": 0.1468, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "eval_accuracy": 0.9801980198019802, | |
| "eval_loss": 0.07111147046089172, | |
| "eval_runtime": 42.1047, | |
| "eval_samples_per_second": 9.595, | |
| "eval_steps_per_second": 2.399, | |
| "step": 678 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "step": 678, | |
| "total_flos": 2.696181882987479e+17, | |
| "train_loss": 0.29536557975596034, | |
| "train_runtime": 1530.5351, | |
| "train_samples_per_second": 7.109, | |
| "train_steps_per_second": 0.443 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 678, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 2.696181882987479e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |