{ "best_metric": 0.9930313588850174, "best_model_checkpoint": "swin-tiny-patch4-window7-224-spa_saloon_classification-spa-saloon/checkpoint-121", "epoch": 9.876543209876543, "eval_steps": 500, "global_step": 200, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.25, "learning_rate": 1.25e-05, "loss": 0.3756, "step": 5 }, { "epoch": 0.49, "learning_rate": 2.5e-05, "loss": 0.3312, "step": 10 }, { "epoch": 0.74, "learning_rate": 3.7500000000000003e-05, "loss": 0.3086, "step": 15 }, { "epoch": 0.99, "learning_rate": 5e-05, "loss": 0.2637, "step": 20 }, { "epoch": 0.99, "eval_accuracy": 0.9442508710801394, "eval_loss": 0.1274152249097824, "eval_runtime": 2.2323, "eval_samples_per_second": 128.565, "eval_steps_per_second": 4.032, "step": 20 }, { "epoch": 1.23, "learning_rate": 4.8611111111111115e-05, "loss": 0.2486, "step": 25 }, { "epoch": 1.48, "learning_rate": 4.722222222222222e-05, "loss": 0.2594, "step": 30 }, { "epoch": 1.73, "learning_rate": 4.5833333333333334e-05, "loss": 0.2133, "step": 35 }, { "epoch": 1.98, "learning_rate": 4.4444444444444447e-05, "loss": 0.2582, "step": 40 }, { "epoch": 1.98, "eval_accuracy": 0.975609756097561, "eval_loss": 0.09369026869535446, "eval_runtime": 1.916, "eval_samples_per_second": 149.792, "eval_steps_per_second": 4.697, "step": 40 }, { "epoch": 2.22, "learning_rate": 4.305555555555556e-05, "loss": 0.1924, "step": 45 }, { "epoch": 2.47, "learning_rate": 4.166666666666667e-05, "loss": 0.1749, "step": 50 }, { "epoch": 2.72, "learning_rate": 4.027777777777778e-05, "loss": 0.1551, "step": 55 }, { "epoch": 2.96, "learning_rate": 3.888888888888889e-05, "loss": 0.161, "step": 60 }, { "epoch": 2.96, "eval_accuracy": 0.9581881533101045, "eval_loss": 0.09241745620965958, "eval_runtime": 2.1953, "eval_samples_per_second": 130.734, "eval_steps_per_second": 4.1, "step": 60 }, { "epoch": 3.21, "learning_rate": 3.7500000000000003e-05, "loss": 0.2067, "step": 65 }, { "epoch": 3.46, "learning_rate": 3.611111111111111e-05, "loss": 0.1642, "step": 70 }, { "epoch": 3.7, "learning_rate": 3.472222222222222e-05, "loss": 0.1413, "step": 75 }, { "epoch": 3.95, "learning_rate": 3.3333333333333335e-05, "loss": 0.1535, "step": 80 }, { "epoch": 4.0, "eval_accuracy": 0.9860627177700348, "eval_loss": 0.061225663870573044, "eval_runtime": 1.959, "eval_samples_per_second": 146.501, "eval_steps_per_second": 4.594, "step": 81 }, { "epoch": 4.2, "learning_rate": 3.194444444444444e-05, "loss": 0.1393, "step": 85 }, { "epoch": 4.44, "learning_rate": 3.055555555555556e-05, "loss": 0.1377, "step": 90 }, { "epoch": 4.69, "learning_rate": 2.916666666666667e-05, "loss": 0.1266, "step": 95 }, { "epoch": 4.94, "learning_rate": 2.777777777777778e-05, "loss": 0.1347, "step": 100 }, { "epoch": 4.99, "eval_accuracy": 0.9790940766550522, "eval_loss": 0.05363203585147858, "eval_runtime": 2.5164, "eval_samples_per_second": 114.052, "eval_steps_per_second": 3.577, "step": 101 }, { "epoch": 5.19, "learning_rate": 2.6388888888888892e-05, "loss": 0.1041, "step": 105 }, { "epoch": 5.43, "learning_rate": 2.5e-05, "loss": 0.0922, "step": 110 }, { "epoch": 5.68, "learning_rate": 2.361111111111111e-05, "loss": 0.1152, "step": 115 }, { "epoch": 5.93, "learning_rate": 2.2222222222222223e-05, "loss": 0.1155, "step": 120 }, { "epoch": 5.98, "eval_accuracy": 0.9930313588850174, "eval_loss": 0.040804799646139145, "eval_runtime": 1.9704, "eval_samples_per_second": 145.658, "eval_steps_per_second": 4.568, "step": 121 }, { "epoch": 6.17, "learning_rate": 2.0833333333333336e-05, "loss": 0.1115, "step": 125 }, { "epoch": 6.42, "learning_rate": 1.9444444444444445e-05, "loss": 0.0837, "step": 130 }, { "epoch": 6.67, "learning_rate": 1.8055555555555555e-05, "loss": 0.1156, "step": 135 }, { "epoch": 6.91, "learning_rate": 1.6666666666666667e-05, "loss": 0.1306, "step": 140 }, { "epoch": 6.96, "eval_accuracy": 0.9930313588850174, "eval_loss": 0.04172113910317421, "eval_runtime": 2.3226, "eval_samples_per_second": 123.57, "eval_steps_per_second": 3.875, "step": 141 }, { "epoch": 7.16, "learning_rate": 1.527777777777778e-05, "loss": 0.0813, "step": 145 }, { "epoch": 7.41, "learning_rate": 1.388888888888889e-05, "loss": 0.1014, "step": 150 }, { "epoch": 7.65, "learning_rate": 1.25e-05, "loss": 0.1172, "step": 155 }, { "epoch": 7.9, "learning_rate": 1.1111111111111112e-05, "loss": 0.1017, "step": 160 }, { "epoch": 8.0, "eval_accuracy": 0.9895470383275261, "eval_loss": 0.038007255643606186, "eval_runtime": 1.9669, "eval_samples_per_second": 145.914, "eval_steps_per_second": 4.576, "step": 162 }, { "epoch": 8.15, "learning_rate": 9.722222222222223e-06, "loss": 0.0897, "step": 165 }, { "epoch": 8.4, "learning_rate": 8.333333333333334e-06, "loss": 0.0959, "step": 170 }, { "epoch": 8.64, "learning_rate": 6.944444444444445e-06, "loss": 0.0867, "step": 175 }, { "epoch": 8.89, "learning_rate": 5.555555555555556e-06, "loss": 0.0859, "step": 180 }, { "epoch": 8.99, "eval_accuracy": 0.9895470383275261, "eval_loss": 0.041699331253767014, "eval_runtime": 2.3485, "eval_samples_per_second": 122.208, "eval_steps_per_second": 3.832, "step": 182 }, { "epoch": 9.14, "learning_rate": 4.166666666666667e-06, "loss": 0.0991, "step": 185 }, { "epoch": 9.38, "learning_rate": 2.777777777777778e-06, "loss": 0.091, "step": 190 }, { "epoch": 9.63, "learning_rate": 1.388888888888889e-06, "loss": 0.103, "step": 195 }, { "epoch": 9.88, "learning_rate": 0.0, "loss": 0.0897, "step": 200 }, { "epoch": 9.88, "eval_accuracy": 0.9895470383275261, "eval_loss": 0.03927117958664894, "eval_runtime": 2.2228, "eval_samples_per_second": 129.119, "eval_steps_per_second": 4.049, "step": 200 }, { "epoch": 9.88, "step": 200, "total_flos": 6.325810471729889e+17, "train_loss": 0.15392300799489023, "train_runtime": 432.1174, "train_samples_per_second": 59.59, "train_steps_per_second": 0.463 } ], "logging_steps": 5, "max_steps": 200, "num_train_epochs": 10, "save_steps": 500, "total_flos": 6.325810471729889e+17, "trial_name": null, "trial_params": null }