|
{ |
|
"best_metric": 0.2590958774089813, |
|
"best_model_checkpoint": "google/vit-base-patch16-224-in21k_brain_tumor_diagnosis/checkpoint-39", |
|
"epoch": 5.0, |
|
"global_step": 65, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.08, |
|
"learning_rate": 0.00019692307692307696, |
|
"loss": 0.7101, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_F1": 0.9473684210526316, |
|
"eval_Precision": 1.0, |
|
"eval_Recall": 0.9, |
|
"eval_accuracy": 0.9411764705882353, |
|
"eval_loss": 0.33511093258857727, |
|
"eval_runtime": 48.236, |
|
"eval_samples_per_second": 1.057, |
|
"eval_steps_per_second": 0.145, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_F1": 0.923076923076923, |
|
"eval_Precision": 0.8571428571428571, |
|
"eval_Recall": 1.0, |
|
"eval_accuracy": 0.9019607843137255, |
|
"eval_loss": 0.30783897638320923, |
|
"eval_runtime": 48.1983, |
|
"eval_samples_per_second": 1.058, |
|
"eval_steps_per_second": 0.145, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_F1": 0.9375, |
|
"eval_Precision": 0.8823529411764706, |
|
"eval_Recall": 1.0, |
|
"eval_accuracy": 0.9215686274509803, |
|
"eval_loss": 0.2590958774089813, |
|
"eval_runtime": 48.0033, |
|
"eval_samples_per_second": 1.062, |
|
"eval_steps_per_second": 0.146, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_F1": 0.912280701754386, |
|
"eval_Precision": 0.9629629629629629, |
|
"eval_Recall": 0.8666666666666667, |
|
"eval_accuracy": 0.9019607843137255, |
|
"eval_loss": 0.2701869010925293, |
|
"eval_runtime": 48.101, |
|
"eval_samples_per_second": 1.06, |
|
"eval_steps_per_second": 0.146, |
|
"step": 52 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_F1": 0.912280701754386, |
|
"eval_Precision": 0.9629629629629629, |
|
"eval_Recall": 0.8666666666666667, |
|
"eval_accuracy": 0.9019607843137255, |
|
"eval_loss": 0.2854834794998169, |
|
"eval_runtime": 48.2183, |
|
"eval_samples_per_second": 1.058, |
|
"eval_steps_per_second": 0.145, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"step": 65, |
|
"total_flos": 7.826690951073792e+16, |
|
"train_loss": 0.1883694419494042, |
|
"train_runtime": 3033.8337, |
|
"train_samples_per_second": 0.333, |
|
"train_steps_per_second": 0.021 |
|
} |
|
], |
|
"max_steps": 65, |
|
"num_train_epochs": 5, |
|
"total_flos": 7.826690951073792e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|