xuancoblab2023's picture
Training in progress, epoch 1
e686d78 verified
raw
history blame
1.48 kB
{
"best_metric": 0.7413333333333333,
"best_model_checkpoint": "Bert_tinybert-distilled/run-46/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": 1.144088864326477,
"learning_rate": 0.00012140663356209371,
"loss": 0.5667,
"step": 172
},
{
"epoch": 1.0,
"eval_AUC": 0.8204142222222222,
"eval_BAC": 0.7413333333333334,
"eval_MCC": 0.4830033837261804,
"eval_PR_AUC": 0.7818076111266022,
"eval_accuracy": 0.7413333333333333,
"eval_loss": 0.4875263571739197,
"eval_runtime": 6.201,
"eval_samples_per_second": 241.896,
"eval_steps_per_second": 7.579,
"step": 172
}
],
"logging_steps": 500,
"max_steps": 1720,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"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": 0.8749912051807918,
"learning_rate": 0.00013489625951343745,
"num_train_epochs": 10,
"temperature": 4
}
}