xuancoblab2023's picture
Training in progress, epoch 2
e74a790 verified
raw
history blame
2.01 kB
{
"best_metric": 0.7773333333333333,
"best_model_checkpoint": "Bert_tinybert-distilled/run-23/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": 1.0031909942626953,
"learning_rate": 0.0002164041823853993,
"loss": 0.5574,
"step": 172
},
{
"epoch": 1.0,
"eval_AUC": 0.8248408888888888,
"eval_BAC": 0.736,
"eval_MCC": 0.4730523981849912,
"eval_PR_AUC": 0.781847757181041,
"eval_accuracy": 0.736,
"eval_loss": 0.49910596013069153,
"eval_runtime": 6.2575,
"eval_samples_per_second": 239.711,
"eval_steps_per_second": 7.511,
"step": 172
},
{
"epoch": 2.0,
"grad_norm": 2.0278003215789795,
"learning_rate": 0.00018033681865449943,
"loss": 0.5145,
"step": 344
},
{
"epoch": 2.0,
"eval_AUC": 0.8580764444444444,
"eval_BAC": 0.7773333333333333,
"eval_MCC": 0.582222053555848,
"eval_PR_AUC": 0.8188026202087335,
"eval_accuracy": 0.7773333333333333,
"eval_loss": 0.4729117155075073,
"eval_runtime": 6.2762,
"eval_samples_per_second": 238.996,
"eval_steps_per_second": 7.489,
"step": 344
}
],
"logging_steps": 500,
"max_steps": 1204,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"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": 0.868343761378926,
"learning_rate": 0.0002524715461162992,
"num_train_epochs": 7,
"temperature": 5
}
}