xuancoblab2023's picture
Training in progress, epoch 1
946e62a verified
raw
history blame
1.48 kB
{
"best_metric": 0.7433333333333333,
"best_model_checkpoint": "Bert_tinybert-distilled/run-35/checkpoint-172",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 172,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.3695982694625854,
"learning_rate": 0.00048733207447753345,
"loss": 0.6009,
"step": 172
},
{
"epoch": 1.0,
"eval_AUC": 0.8118062222222222,
"eval_BAC": 0.7433333333333333,
"eval_MCC": 0.4918891779800642,
"eval_PR_AUC": 0.7768672216647132,
"eval_accuracy": 0.7433333333333333,
"eval_loss": 0.5214411020278931,
"eval_runtime": 6.3049,
"eval_samples_per_second": 237.911,
"eval_steps_per_second": 7.455,
"step": 172
}
],
"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": 450377730000.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.9281099402760982,
"learning_rate": 0.0005482485837872251,
"num_train_epochs": 9,
"temperature": 4
}
}