Roberta / checkpoint-3 /trainer_state.json
PhilPrz's picture
Upload folder using huggingface_hub
b7eaf9a verified
{
"best_metric": 0.21242013573646545,
"best_model_checkpoint": "Roberta/checkpoint-3",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 3,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 7.709331035614014,
"learning_rate": 5e-05,
"loss": 0.5731,
"step": 1
},
{
"epoch": 1.0,
"eval_accuracy": 1.0,
"eval_auc": 1.0,
"eval_f1": 1.0,
"eval_loss": 0.6056622862815857,
"eval_precision": 1.0,
"eval_recall": 1.0,
"eval_runtime": 0.4235,
"eval_samples_per_second": 4.722,
"eval_steps_per_second": 2.361,
"step": 1
},
{
"epoch": 2.0,
"grad_norm": 7.63822078704834,
"learning_rate": 2.5e-05,
"loss": 0.5393,
"step": 2
},
{
"epoch": 2.0,
"eval_accuracy": 1.0,
"eval_auc": 1.0,
"eval_f1": 1.0,
"eval_loss": 0.30428773164749146,
"eval_precision": 1.0,
"eval_recall": 1.0,
"eval_runtime": 0.4369,
"eval_samples_per_second": 4.577,
"eval_steps_per_second": 2.289,
"step": 2
},
{
"epoch": 3.0,
"grad_norm": 4.563619136810303,
"learning_rate": 0.0,
"loss": 0.2507,
"step": 3
},
{
"epoch": 3.0,
"eval_accuracy": 1.0,
"eval_auc": 1.0,
"eval_f1": 1.0,
"eval_loss": 0.21242013573646545,
"eval_precision": 1.0,
"eval_recall": 1.0,
"eval_runtime": 0.4293,
"eval_samples_per_second": 4.659,
"eval_steps_per_second": 2.33,
"step": 3
}
],
"logging_steps": 1,
"max_steps": 3,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.01
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 986666457600.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}