|
{ |
|
"best_metric": 0.945, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-black_widow/checkpoint-25", |
|
"epoch": 4.8, |
|
"eval_steps": 500, |
|
"global_step": 60, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 0.1728, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.96, |
|
"eval_accuracy": 0.935, |
|
"eval_loss": 0.1506199985742569, |
|
"eval_runtime": 1.3637, |
|
"eval_samples_per_second": 146.66, |
|
"eval_steps_per_second": 5.133, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.1408, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.945, |
|
"eval_loss": 0.14223907887935638, |
|
"eval_runtime": 1.5442, |
|
"eval_samples_per_second": 129.518, |
|
"eval_steps_per_second": 4.533, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.1669, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"eval_accuracy": 0.945, |
|
"eval_loss": 0.12894277274608612, |
|
"eval_runtime": 1.3472, |
|
"eval_samples_per_second": 148.458, |
|
"eval_steps_per_second": 5.196, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 3.2, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.1566, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.1618, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.945, |
|
"eval_loss": 0.11264882981777191, |
|
"eval_runtime": 1.4202, |
|
"eval_samples_per_second": 140.823, |
|
"eval_steps_per_second": 4.929, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"learning_rate": 0.0, |
|
"loss": 0.1383, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"eval_accuracy": 0.94, |
|
"eval_loss": 0.12001946568489075, |
|
"eval_runtime": 1.3382, |
|
"eval_samples_per_second": 149.459, |
|
"eval_steps_per_second": 5.231, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 4.8, |
|
"step": 60, |
|
"total_flos": 1.9089399541137408e+17, |
|
"train_loss": 0.15618273814519246, |
|
"train_runtime": 137.8616, |
|
"train_samples_per_second": 58.029, |
|
"train_steps_per_second": 0.435 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 60, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 1.9089399541137408e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|