|
{ |
|
"best_metric": 0.9090909090909091, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-parkinson-classification/checkpoint-5", |
|
"epoch": 8.0, |
|
"eval_steps": 500, |
|
"global_step": 12, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7272727272727273, |
|
"eval_loss": 0.6989917755126953, |
|
"eval_runtime": 3.3364, |
|
"eval_samples_per_second": 3.297, |
|
"eval_steps_per_second": 0.3, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8181818181818182, |
|
"eval_loss": 0.5094795823097229, |
|
"eval_runtime": 2.6644, |
|
"eval_samples_per_second": 4.128, |
|
"eval_steps_per_second": 0.375, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9090909090909091, |
|
"eval_loss": 0.42841511964797974, |
|
"eval_runtime": 2.6731, |
|
"eval_samples_per_second": 4.115, |
|
"eval_steps_per_second": 0.374, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.9090909090909091, |
|
"eval_loss": 0.410086452960968, |
|
"eval_runtime": 3.5633, |
|
"eval_samples_per_second": 3.087, |
|
"eval_steps_per_second": 0.281, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.9090909090909091, |
|
"eval_loss": 0.37744539976119995, |
|
"eval_runtime": 2.6889, |
|
"eval_samples_per_second": 4.091, |
|
"eval_steps_per_second": 0.372, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.9090909090909091, |
|
"eval_loss": 0.33732500672340393, |
|
"eval_runtime": 2.6703, |
|
"eval_samples_per_second": 4.119, |
|
"eval_steps_per_second": 0.374, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 6.67, |
|
"grad_norm": 3.1265406608581543, |
|
"learning_rate": 1e-05, |
|
"loss": 0.2942, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.9090909090909091, |
|
"eval_loss": 0.3182191550731659, |
|
"eval_runtime": 2.6711, |
|
"eval_samples_per_second": 4.118, |
|
"eval_steps_per_second": 0.374, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.9090909090909091, |
|
"eval_loss": 0.31662705540657043, |
|
"eval_runtime": 3.246, |
|
"eval_samples_per_second": 3.389, |
|
"eval_steps_per_second": 0.308, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"step": 12, |
|
"total_flos": 1.809515998170317e+16, |
|
"train_loss": 0.28618136545022327, |
|
"train_runtime": 636.314, |
|
"train_samples_per_second": 1.716, |
|
"train_steps_per_second": 0.019 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 12, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 12, |
|
"save_steps": 500, |
|
"total_flos": 1.809515998170317e+16, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|