DunnBC22's picture
All Dunn!!!
073a3d3
{
"best_metric": 1.0963644981384277,
"best_model_checkpoint": "regnet-y-064-Brain_Tumors_Image_Classification/checkpoint-360",
"epoch": 3.0,
"global_step": 540,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.01,
"learning_rate": 0.00019962962962962963,
"loss": 1.288,
"step": 1
},
{
"epoch": 1.0,
"eval_Macro F1": 0.5868468449113611,
"eval_Macro Precision": 0.8284871470712178,
"eval_Macro Recall": 0.617642689273124,
"eval_Micro F1": 0.6548223350253807,
"eval_Micro Precision": 0.6548223350253807,
"eval_Micro Recall": 0.6548223350253807,
"eval_Weighted F1": 0.5991176009188128,
"eval_Weighted Precision": 0.8045909887246755,
"eval_Weighted Recall": 0.6548223350253807,
"eval_accuracy": 0.6548223350253807,
"eval_loss": 1.3795779943466187,
"eval_runtime": 78.5841,
"eval_samples_per_second": 5.014,
"eval_steps_per_second": 0.636,
"step": 180
},
{
"epoch": 2.0,
"eval_Macro F1": 0.7754730215471972,
"eval_Macro Precision": 0.8727018662232077,
"eval_Macro Recall": 0.7871975546975547,
"eval_Micro F1": 0.7944162436548223,
"eval_Micro Precision": 0.7944162436548223,
"eval_Micro Recall": 0.7944162436548223,
"eval_Weighted F1": 0.7686714219002021,
"eval_Weighted Precision": 0.8555047581797922,
"eval_Weighted Recall": 0.7944162436548223,
"eval_accuracy": 0.7944162436548223,
"eval_loss": 1.0963644981384277,
"eval_runtime": 45.8042,
"eval_samples_per_second": 8.602,
"eval_steps_per_second": 1.092,
"step": 360
},
{
"epoch": 2.78,
"learning_rate": 1.4814814814814815e-05,
"loss": 0.1498,
"step": 500
},
{
"epoch": 3.0,
"eval_Macro F1": 0.7838766405792781,
"eval_Macro Precision": 0.8735744504736503,
"eval_Macro Recall": 0.7978378378378378,
"eval_Micro F1": 0.8045685279187818,
"eval_Micro Precision": 0.8045685279187818,
"eval_Micro Recall": 0.8045685279187818,
"eval_Weighted F1": 0.7775760915891737,
"eval_Weighted Precision": 0.8574339594982402,
"eval_Weighted Recall": 0.8045685279187818,
"eval_accuracy": 0.8045685279187818,
"eval_loss": 1.1560683250427246,
"eval_runtime": 88.1188,
"eval_samples_per_second": 4.471,
"eval_steps_per_second": 0.567,
"step": 540
},
{
"epoch": 3.0,
"step": 540,
"total_flos": 2.277783359373312e+17,
"train_loss": 0.1418286879857381,
"train_runtime": 5110.9896,
"train_samples_per_second": 1.685,
"train_steps_per_second": 0.106
}
],
"max_steps": 540,
"num_train_epochs": 3,
"total_flos": 2.277783359373312e+17,
"trial_name": null,
"trial_params": null
}