| { | |
| "best_metric": 0.6930860033726813, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-123", | |
| "epoch": 2.946107784431138, | |
| "eval_steps": 500, | |
| "global_step": 123, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 3.846153846153846e-05, | |
| "loss": 0.689, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 4.681818181818182e-05, | |
| "loss": 0.683, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 4.2272727272727275e-05, | |
| "loss": 0.6604, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 3.7727272727272725e-05, | |
| "loss": 0.6277, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.98, | |
| "eval_accuracy": 0.642495784148398, | |
| "eval_loss": 0.6069725751876831, | |
| "eval_runtime": 3.7565, | |
| "eval_samples_per_second": 157.86, | |
| "eval_steps_per_second": 5.058, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 3.318181818181819e-05, | |
| "loss": 0.5928, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 2.863636363636364e-05, | |
| "loss": 0.6013, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 2.4090909090909093e-05, | |
| "loss": 0.5974, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 1.92, | |
| "learning_rate": 1.9545454545454546e-05, | |
| "loss": 0.557, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 1.99, | |
| "eval_accuracy": 0.6644182124789207, | |
| "eval_loss": 0.6569493412971497, | |
| "eval_runtime": 3.6917, | |
| "eval_samples_per_second": 160.63, | |
| "eval_steps_per_second": 5.147, | |
| "step": 83 | |
| }, | |
| { | |
| "epoch": 2.16, | |
| "learning_rate": 1.5e-05, | |
| "loss": 0.546, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 2.4, | |
| "learning_rate": 1.0454545454545455e-05, | |
| "loss": 0.5579, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 2.63, | |
| "learning_rate": 5.909090909090909e-06, | |
| "loss": 0.5135, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 2.87, | |
| "learning_rate": 1.3636363636363636e-06, | |
| "loss": 0.5445, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "eval_accuracy": 0.6930860033726813, | |
| "eval_loss": 0.6096150279045105, | |
| "eval_runtime": 3.9493, | |
| "eval_samples_per_second": 150.152, | |
| "eval_steps_per_second": 4.811, | |
| "step": 123 | |
| }, | |
| { | |
| "epoch": 2.95, | |
| "step": 123, | |
| "total_flos": 3.9088528279157146e+17, | |
| "train_loss": 0.5964590165673233, | |
| "train_runtime": 256.7411, | |
| "train_samples_per_second": 62.339, | |
| "train_steps_per_second": 0.479 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 123, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 3.9088528279157146e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |