|
{ |
|
"best_metric": 0.9714285714285714, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-soccer-binary/checkpoint-12", |
|
"epoch": 9.6, |
|
"eval_steps": 500, |
|
"global_step": 120, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 4.166666666666667e-05, |
|
"loss": 0.1286, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"eval_accuracy": 0.9714285714285714, |
|
"eval_loss": 0.11381589621305466, |
|
"eval_runtime": 1.4093, |
|
"eval_samples_per_second": 124.175, |
|
"eval_steps_per_second": 4.257, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 0.1267, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9657142857142857, |
|
"eval_loss": 0.12827394902706146, |
|
"eval_runtime": 1.5512, |
|
"eval_samples_per_second": 112.818, |
|
"eval_steps_per_second": 3.868, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 4.166666666666667e-05, |
|
"loss": 0.121, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"eval_accuracy": 0.9657142857142857, |
|
"eval_loss": 0.11240333318710327, |
|
"eval_runtime": 1.3526, |
|
"eval_samples_per_second": 129.378, |
|
"eval_steps_per_second": 4.436, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.1174, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 3.240740740740741e-05, |
|
"loss": 0.1142, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9657142857142857, |
|
"eval_loss": 0.11509174853563309, |
|
"eval_runtime": 1.5727, |
|
"eval_samples_per_second": 111.277, |
|
"eval_steps_per_second": 3.815, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.1069, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 4.96, |
|
"eval_accuracy": 0.96, |
|
"eval_loss": 0.10633311420679092, |
|
"eval_runtime": 1.3515, |
|
"eval_samples_per_second": 129.483, |
|
"eval_steps_per_second": 4.439, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 5.6, |
|
"learning_rate": 2.314814814814815e-05, |
|
"loss": 0.1038, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.96, |
|
"eval_loss": 0.12104564160108566, |
|
"eval_runtime": 1.5722, |
|
"eval_samples_per_second": 111.311, |
|
"eval_steps_per_second": 3.816, |
|
"step": 75 |
|
}, |
|
{ |
|
"epoch": 6.4, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.0935, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 6.96, |
|
"eval_accuracy": 0.96, |
|
"eval_loss": 0.11504363268613815, |
|
"eval_runtime": 1.3905, |
|
"eval_samples_per_second": 125.85, |
|
"eval_steps_per_second": 4.315, |
|
"step": 87 |
|
}, |
|
{ |
|
"epoch": 7.2, |
|
"learning_rate": 1.388888888888889e-05, |
|
"loss": 0.1006, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.1042, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9657142857142857, |
|
"eval_loss": 0.10376063734292984, |
|
"eval_runtime": 1.7472, |
|
"eval_samples_per_second": 100.161, |
|
"eval_steps_per_second": 3.434, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 8.8, |
|
"learning_rate": 4.6296296296296296e-06, |
|
"loss": 0.0945, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 8.96, |
|
"eval_accuracy": 0.96, |
|
"eval_loss": 0.10713567584753036, |
|
"eval_runtime": 1.5766, |
|
"eval_samples_per_second": 110.995, |
|
"eval_steps_per_second": 3.806, |
|
"step": 112 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"learning_rate": 0.0, |
|
"loss": 0.0891, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"eval_accuracy": 0.96, |
|
"eval_loss": 0.10769099742174149, |
|
"eval_runtime": 1.4075, |
|
"eval_samples_per_second": 124.337, |
|
"eval_steps_per_second": 4.263, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 9.6, |
|
"step": 120, |
|
"total_flos": 3.7552428159831245e+17, |
|
"train_loss": 0.10836825122435888, |
|
"train_runtime": 297.5248, |
|
"train_samples_per_second": 52.836, |
|
"train_steps_per_second": 0.403 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 120, |
|
"num_train_epochs": 10, |
|
"save_steps": 500, |
|
"total_flos": 3.7552428159831245e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|