{ "best_metric": 0.977037037037037, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-570", "epoch": 3.0, "global_step": 570, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "learning_rate": 8.771929824561403e-06, "loss": 2.3008, "step": 10 }, { "epoch": 0.11, "learning_rate": 1.7543859649122806e-05, "loss": 2.102, "step": 20 }, { "epoch": 0.16, "learning_rate": 2.6315789473684212e-05, "loss": 1.6984, "step": 30 }, { "epoch": 0.21, "learning_rate": 3.508771929824561e-05, "loss": 1.0881, "step": 40 }, { "epoch": 0.26, "learning_rate": 4.3859649122807014e-05, "loss": 0.6635, "step": 50 }, { "epoch": 0.32, "learning_rate": 4.970760233918128e-05, "loss": 0.4403, "step": 60 }, { "epoch": 0.37, "learning_rate": 4.8732943469785574e-05, "loss": 0.436, "step": 70 }, { "epoch": 0.42, "learning_rate": 4.7758284600389865e-05, "loss": 0.363, "step": 80 }, { "epoch": 0.47, "learning_rate": 4.678362573099415e-05, "loss": 0.3217, "step": 90 }, { "epoch": 0.53, "learning_rate": 4.580896686159844e-05, "loss": 0.331, "step": 100 }, { "epoch": 0.58, "learning_rate": 4.483430799220273e-05, "loss": 0.2883, "step": 110 }, { "epoch": 0.63, "learning_rate": 4.3859649122807014e-05, "loss": 0.2967, "step": 120 }, { "epoch": 0.68, "learning_rate": 4.2884990253411305e-05, "loss": 0.27, "step": 130 }, { "epoch": 0.74, "learning_rate": 4.1910331384015596e-05, "loss": 0.3004, "step": 140 }, { "epoch": 0.79, "learning_rate": 4.093567251461988e-05, "loss": 0.2315, "step": 150 }, { "epoch": 0.84, "learning_rate": 3.996101364522417e-05, "loss": 0.2646, "step": 160 }, { "epoch": 0.89, "learning_rate": 3.898635477582846e-05, "loss": 0.2638, "step": 170 }, { "epoch": 0.95, "learning_rate": 3.8011695906432746e-05, "loss": 0.2574, "step": 180 }, { "epoch": 1.0, "learning_rate": 3.7037037037037037e-05, "loss": 0.2369, "step": 190 }, { "epoch": 1.0, "eval_accuracy": 0.9433333333333334, "eval_loss": 0.16829892992973328, "eval_runtime": 18.1018, "eval_samples_per_second": 149.156, "eval_steps_per_second": 4.696, "step": 190 }, { "epoch": 1.05, "learning_rate": 3.606237816764133e-05, "loss": 0.2377, "step": 200 }, { "epoch": 1.11, "learning_rate": 3.508771929824561e-05, "loss": 0.2369, "step": 210 }, { "epoch": 1.16, "learning_rate": 3.41130604288499e-05, "loss": 0.2196, "step": 220 }, { "epoch": 1.21, "learning_rate": 3.313840155945419e-05, "loss": 0.1831, "step": 230 }, { "epoch": 1.26, "learning_rate": 3.216374269005848e-05, "loss": 0.1739, "step": 240 }, { "epoch": 1.32, "learning_rate": 3.118908382066277e-05, "loss": 0.214, "step": 250 }, { "epoch": 1.37, "learning_rate": 3.0214424951267055e-05, "loss": 0.1714, "step": 260 }, { "epoch": 1.42, "learning_rate": 2.9239766081871346e-05, "loss": 0.2008, "step": 270 }, { "epoch": 1.47, "learning_rate": 2.8265107212475634e-05, "loss": 0.1303, "step": 280 }, { "epoch": 1.53, "learning_rate": 2.729044834307992e-05, "loss": 0.1913, "step": 290 }, { "epoch": 1.58, "learning_rate": 2.6315789473684212e-05, "loss": 0.1998, "step": 300 }, { "epoch": 1.63, "learning_rate": 2.53411306042885e-05, "loss": 0.1817, "step": 310 }, { "epoch": 1.68, "learning_rate": 2.4366471734892787e-05, "loss": 0.1879, "step": 320 }, { "epoch": 1.74, "learning_rate": 2.3391812865497074e-05, "loss": 0.1842, "step": 330 }, { "epoch": 1.79, "learning_rate": 2.2417153996101365e-05, "loss": 0.1868, "step": 340 }, { "epoch": 1.84, "learning_rate": 2.1442495126705653e-05, "loss": 0.1619, "step": 350 }, { "epoch": 1.89, "learning_rate": 2.046783625730994e-05, "loss": 0.1499, "step": 360 }, { "epoch": 1.95, "learning_rate": 1.949317738791423e-05, "loss": 0.1931, "step": 370 }, { "epoch": 2.0, "learning_rate": 1.8518518518518518e-05, "loss": 0.1812, "step": 380 }, { "epoch": 2.0, "eval_accuracy": 0.967037037037037, "eval_loss": 0.09724441915750504, "eval_runtime": 18.116, "eval_samples_per_second": 149.04, "eval_steps_per_second": 4.692, "step": 380 }, { "epoch": 2.05, "learning_rate": 1.7543859649122806e-05, "loss": 0.1541, "step": 390 }, { "epoch": 2.11, "learning_rate": 1.6569200779727097e-05, "loss": 0.142, "step": 400 }, { "epoch": 2.16, "learning_rate": 1.5594541910331384e-05, "loss": 0.1734, "step": 410 }, { "epoch": 2.21, "learning_rate": 1.4619883040935673e-05, "loss": 0.1326, "step": 420 }, { "epoch": 2.26, "learning_rate": 1.364522417153996e-05, "loss": 0.1516, "step": 430 }, { "epoch": 2.32, "learning_rate": 1.267056530214425e-05, "loss": 0.1452, "step": 440 }, { "epoch": 2.37, "learning_rate": 1.1695906432748537e-05, "loss": 0.1624, "step": 450 }, { "epoch": 2.42, "learning_rate": 1.0721247563352826e-05, "loss": 0.1575, "step": 460 }, { "epoch": 2.47, "learning_rate": 9.746588693957115e-06, "loss": 0.1096, "step": 470 }, { "epoch": 2.53, "learning_rate": 8.771929824561403e-06, "loss": 0.1276, "step": 480 }, { "epoch": 2.58, "learning_rate": 7.797270955165692e-06, "loss": 0.1548, "step": 490 }, { "epoch": 2.63, "learning_rate": 6.82261208576998e-06, "loss": 0.1718, "step": 500 }, { "epoch": 2.68, "learning_rate": 5.8479532163742686e-06, "loss": 0.1353, "step": 510 }, { "epoch": 2.74, "learning_rate": 4.873294346978558e-06, "loss": 0.1564, "step": 520 }, { "epoch": 2.79, "learning_rate": 3.898635477582846e-06, "loss": 0.1513, "step": 530 }, { "epoch": 2.84, "learning_rate": 2.9239766081871343e-06, "loss": 0.1243, "step": 540 }, { "epoch": 2.89, "learning_rate": 1.949317738791423e-06, "loss": 0.158, "step": 550 }, { "epoch": 2.95, "learning_rate": 9.746588693957115e-07, "loss": 0.1373, "step": 560 }, { "epoch": 3.0, "learning_rate": 0.0, "loss": 0.1246, "step": 570 }, { "epoch": 3.0, "eval_accuracy": 0.977037037037037, "eval_loss": 0.07027415931224823, "eval_runtime": 18.1812, "eval_samples_per_second": 148.505, "eval_steps_per_second": 4.675, "step": 570 }, { "epoch": 3.0, "step": 570, "total_flos": 1.8124066505760768e+18, "train_loss": 0.32472562601691796, "train_runtime": 1164.67, "train_samples_per_second": 62.593, "train_steps_per_second": 0.489 } ], "max_steps": 570, "num_train_epochs": 3, "total_flos": 1.8124066505760768e+18, "trial_name": null, "trial_params": null }