|
{ |
|
"best_metric": 0.8710801393728222, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-60", |
|
"epoch": 2.962962962962963, |
|
"eval_steps": 500, |
|
"global_step": 60, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.49, |
|
"grad_norm": 9.358732223510742, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 1.259, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"grad_norm": 11.161949157714844, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.8451, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.99, |
|
"eval_accuracy": 0.7874564459930313, |
|
"eval_loss": 0.5740640163421631, |
|
"eval_runtime": 4.4336, |
|
"eval_samples_per_second": 64.733, |
|
"eval_steps_per_second": 2.03, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.48, |
|
"grad_norm": 13.122177124023438, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.581, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"grad_norm": 10.2821044921875, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.4621, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"eval_accuracy": 0.8048780487804879, |
|
"eval_loss": 0.45788925886154175, |
|
"eval_runtime": 4.1854, |
|
"eval_samples_per_second": 68.572, |
|
"eval_steps_per_second": 2.15, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"grad_norm": 12.540511131286621, |
|
"learning_rate": 9.259259259259259e-06, |
|
"loss": 0.4259, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"grad_norm": 6.045067310333252, |
|
"learning_rate": 0.0, |
|
"loss": 0.3736, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"eval_accuracy": 0.8710801393728222, |
|
"eval_loss": 0.3399865925312042, |
|
"eval_runtime": 4.397, |
|
"eval_samples_per_second": 65.272, |
|
"eval_steps_per_second": 2.047, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.96, |
|
"step": 60, |
|
"total_flos": 1.9045723068223488e+17, |
|
"train_loss": 0.657797618707021, |
|
"train_runtime": 145.8955, |
|
"train_samples_per_second": 53.113, |
|
"train_steps_per_second": 0.411 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 60, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"total_flos": 1.9045723068223488e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|