| { |
| "best_metric": 0.8305709023941068, |
| "best_model_checkpoint": "BERTForDetectingDepression-Twitter2015/run-7/checkpoint-138", |
| "epoch": 3.0, |
| "eval_steps": 500, |
| "global_step": 138, |
| "is_hyper_param_search": true, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7839165131982812, |
| "eval_loss": 0.44573765993118286, |
| "eval_runtime": 1.5248, |
| "eval_samples_per_second": 1068.356, |
| "eval_steps_per_second": 66.895, |
| "step": 46 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8029465930018416, |
| "eval_loss": 0.4049816429615021, |
| "eval_runtime": 1.5307, |
| "eval_samples_per_second": 1064.206, |
| "eval_steps_per_second": 66.635, |
| "step": 92 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8305709023941068, |
| "eval_loss": 0.36977845430374146, |
| "eval_runtime": 1.5281, |
| "eval_samples_per_second": 1066.032, |
| "eval_steps_per_second": 66.75, |
| "step": 138 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 184, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 4, |
| "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": 0, |
| "train_batch_size": 32, |
| "trial_name": null, |
| "trial_params": { |
| "learning_rate": 2.448709525953929e-05, |
| "num_train_epochs": 4, |
| "per_device_train_batch_size": 32, |
| "seed": 21 |
| } |
| } |
|
|
