xuancoblab2023's picture
Training in progress, epoch 2
8b66fcc verified
raw
history blame
2.04 kB
{
"best_metric": 0.7453333333333333,
"best_model_checkpoint": "Bert_tinybert-distilled/run-17/checkpoint-344",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 344,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.8996825218200684,
"learning_rate": 0.00018817928905452526,
"loss": 0.4453,
"step": 172
},
{
"epoch": 1.0,
"eval_AUC": 0.8236924444444444,
"eval_BAC": 0.7266666666666667,
"eval_MCC": 0.4600832969449537,
"eval_PR_AUC": 0.7804386215311028,
"eval_accuracy": 0.7266666666666667,
"eval_loss": 0.41169798374176025,
"eval_runtime": 6.2662,
"eval_samples_per_second": 239.379,
"eval_steps_per_second": 7.501,
"step": 172
},
{
"epoch": 2.0,
"grad_norm": 1.0351688861846924,
"learning_rate": 0.0001646568779227096,
"loss": 0.4213,
"step": 344
},
{
"epoch": 2.0,
"eval_AUC": 0.8474275555555556,
"eval_BAC": 0.7453333333333334,
"eval_MCC": 0.5440525853779636,
"eval_PR_AUC": 0.8071261622681414,
"eval_accuracy": 0.7453333333333333,
"eval_loss": 0.41122254729270935,
"eval_runtime": 6.2642,
"eval_samples_per_second": 239.457,
"eval_steps_per_second": 7.503,
"step": 344
}
],
"logging_steps": 500,
"max_steps": 1548,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 900755460000.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.6759429935635236,
"learning_rate": 0.0002117017001863409,
"num_train_epochs": 9,
"temperature": 2
}
}