{ "best_metric": 0.9756016042780749, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-374", "epoch": 1.0, "eval_steps": 500, "global_step": 374, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03, "learning_rate": 1.3157894736842106e-05, "loss": 0.0949, "step": 10 }, { "epoch": 0.05, "learning_rate": 2.6315789473684212e-05, "loss": 0.0881, "step": 20 }, { "epoch": 0.08, "learning_rate": 3.9473684210526316e-05, "loss": 0.1858, "step": 30 }, { "epoch": 0.11, "learning_rate": 4.9702380952380955e-05, "loss": 0.1089, "step": 40 }, { "epoch": 0.13, "learning_rate": 4.8214285714285716e-05, "loss": 0.145, "step": 50 }, { "epoch": 0.16, "learning_rate": 4.672619047619048e-05, "loss": 0.1805, "step": 60 }, { "epoch": 0.19, "learning_rate": 4.523809523809524e-05, "loss": 0.1132, "step": 70 }, { "epoch": 0.21, "learning_rate": 4.375e-05, "loss": 0.0904, "step": 80 }, { "epoch": 0.24, "learning_rate": 4.226190476190476e-05, "loss": 0.1453, "step": 90 }, { "epoch": 0.27, "learning_rate": 4.077380952380952e-05, "loss": 0.1422, "step": 100 }, { "epoch": 0.29, "learning_rate": 3.928571428571429e-05, "loss": 0.0741, "step": 110 }, { "epoch": 0.32, "learning_rate": 3.779761904761905e-05, "loss": 0.1438, "step": 120 }, { "epoch": 0.35, "learning_rate": 3.630952380952381e-05, "loss": 0.1043, "step": 130 }, { "epoch": 0.37, "learning_rate": 3.4821428571428574e-05, "loss": 0.1097, "step": 140 }, { "epoch": 0.4, "learning_rate": 3.3333333333333335e-05, "loss": 0.11, "step": 150 }, { "epoch": 0.43, "learning_rate": 3.1845238095238096e-05, "loss": 0.134, "step": 160 }, { "epoch": 0.45, "learning_rate": 3.0357142857142857e-05, "loss": 0.1498, "step": 170 }, { "epoch": 0.48, "learning_rate": 2.886904761904762e-05, "loss": 0.1092, "step": 180 }, { "epoch": 0.51, "learning_rate": 2.7380952380952383e-05, "loss": 0.0992, "step": 190 }, { "epoch": 0.53, "learning_rate": 2.5892857142857148e-05, "loss": 0.1108, "step": 200 }, { "epoch": 0.56, "learning_rate": 2.4404761904761906e-05, "loss": 0.0904, "step": 210 }, { "epoch": 0.59, "learning_rate": 2.2916666666666667e-05, "loss": 0.0838, "step": 220 }, { "epoch": 0.61, "learning_rate": 2.1428571428571428e-05, "loss": 0.0689, "step": 230 }, { "epoch": 0.64, "learning_rate": 1.9940476190476193e-05, "loss": 0.0948, "step": 240 }, { "epoch": 0.67, "learning_rate": 1.8452380952380954e-05, "loss": 0.1015, "step": 250 }, { "epoch": 0.7, "learning_rate": 1.6964285714285715e-05, "loss": 0.1242, "step": 260 }, { "epoch": 0.72, "learning_rate": 1.5476190476190476e-05, "loss": 0.0954, "step": 270 }, { "epoch": 0.75, "learning_rate": 1.398809523809524e-05, "loss": 0.093, "step": 280 }, { "epoch": 0.78, "learning_rate": 1.25e-05, "loss": 0.1057, "step": 290 }, { "epoch": 0.8, "learning_rate": 1.1011904761904762e-05, "loss": 0.109, "step": 300 }, { "epoch": 0.83, "learning_rate": 9.523809523809523e-06, "loss": 0.039, "step": 310 }, { "epoch": 0.86, "learning_rate": 8.035714285714286e-06, "loss": 0.1241, "step": 320 }, { "epoch": 0.88, "learning_rate": 6.547619047619048e-06, "loss": 0.1037, "step": 330 }, { "epoch": 0.91, "learning_rate": 5.05952380952381e-06, "loss": 0.071, "step": 340 }, { "epoch": 0.94, "learning_rate": 3.5714285714285714e-06, "loss": 0.0445, "step": 350 }, { "epoch": 0.96, "learning_rate": 2.0833333333333334e-06, "loss": 0.0835, "step": 360 }, { "epoch": 0.99, "learning_rate": 5.952380952380952e-07, "loss": 0.0637, "step": 370 }, { "epoch": 1.0, "eval_accuracy": 0.9756016042780749, "eval_confusion_matrix": [ [ 1501, 11 ], [ 62, 1418 ] ], "eval_loss": 0.05807357281446457, "eval_precision": 0.9761465409105035, "eval_recall": 0.9756016042780749, "eval_runtime": 65.979, "eval_samples_per_second": 45.348, "eval_steps_per_second": 5.668, "step": 374 }, { "epoch": 1.0, "step": 374, "total_flos": 2.9745162019373875e+17, "train_loss": 0.10583112962583807, "train_runtime": 376.6309, "train_samples_per_second": 31.774, "train_steps_per_second": 0.993 } ], "logging_steps": 10, "max_steps": 374, "num_train_epochs": 1, "save_steps": 500, "total_flos": 2.9745162019373875e+17, "trial_name": null, "trial_params": null }