| { | |
| "best_global_step": 446, | |
| "best_metric": 0.8716257609159896, | |
| "best_model_checkpoint": "outputs/roberta-gru-spam-binary/checkpoint-446", | |
| "epoch": 1.0, | |
| "eval_steps": 500, | |
| "global_step": 446, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.4129560589790344, | |
| "learning_rate": 4.998771926094749e-05, | |
| "loss": 0.2949, | |
| "step": 446 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9054820415879017, | |
| "eval_f1": 0.8716257609159896, | |
| "eval_loss": 0.3097004294395447, | |
| "eval_precision": 0.9068871979144648, | |
| "eval_recall": 0.8482311913328375, | |
| "eval_runtime": 6.5502, | |
| "eval_samples_per_second": 242.283, | |
| "eval_steps_per_second": 7.633, | |
| "step": 446 | |
| } | |
| ], | |
| "logging_steps": 446, | |
| "max_steps": 44600, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 100, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "EarlyStoppingCallback": { | |
| "args": { | |
| "early_stopping_patience": 5, | |
| "early_stopping_threshold": 0.0 | |
| }, | |
| "attributes": { | |
| "early_stopping_patience_counter": 0 | |
| } | |
| }, | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 0.0, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |