| { |
| "best_metric": 0.612, |
| "best_model_checkpoint": "BERTForDetectingDepression-Twitter2020/run-3/checkpoint-900", |
| "epoch": 2.0, |
| "eval_steps": 500, |
| "global_step": 900, |
| "is_hyper_param_search": true, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5665, |
| "eval_loss": 0.6800315976142883, |
| "eval_runtime": 2.7996, |
| "eval_samples_per_second": 714.379, |
| "eval_steps_per_second": 44.649, |
| "step": 450 |
| }, |
| { |
| "epoch": 1.1111111111111112, |
| "grad_norm": 5.086803436279297, |
| "learning_rate": 4.730310535704339e-06, |
| "loss": 0.6897, |
| "step": 500 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.612, |
| "eval_loss": 0.6601560115814209, |
| "eval_runtime": 2.8804, |
| "eval_samples_per_second": 694.346, |
| "eval_steps_per_second": 43.397, |
| "step": 900 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 900, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 2, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 56009765909760.0, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": { |
| "learning_rate": 1.0643198705334763e-05, |
| "num_train_epochs": 2, |
| "per_device_train_batch_size": 4, |
| "seed": 40 |
| } |
| } |
|
|