| { |
| "best_global_step": 804, |
| "best_metric": 0.9697508896797153, |
| "best_model_checkpoint": "/content/drive/MyDrive/adv_gen/02_Models/Surrogates/RoBERTa_Constraint2021/checkpoint-804", |
| "epoch": 2.0, |
| "eval_steps": 500, |
| "global_step": 804, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.24875621890547264, |
| "grad_norm": 12.755484580993652, |
| "learning_rate": 1.485e-05, |
| "loss": 0.5675763320922852, |
| "step": 100 |
| }, |
| { |
| "epoch": 0.4975124378109453, |
| "grad_norm": 20.837379455566406, |
| "learning_rate": 2.985e-05, |
| "loss": 0.28434215545654296, |
| "step": 200 |
| }, |
| { |
| "epoch": 0.746268656716418, |
| "grad_norm": 2.7691614627838135, |
| "learning_rate": 2.7890625000000002e-05, |
| "loss": 0.16768863677978516, |
| "step": 300 |
| }, |
| { |
| "epoch": 0.9950248756218906, |
| "grad_norm": 19.097896575927734, |
| "learning_rate": 2.575994318181818e-05, |
| "loss": 0.19632043838500976, |
| "step": 400 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9485981308411215, |
| "eval_f1": 0.9526678141135972, |
| "eval_loss": 0.23201586306095123, |
| "eval_runtime": 14.1506, |
| "eval_samples_per_second": 151.23, |
| "eval_steps_per_second": 9.47, |
| "step": 402 |
| }, |
| { |
| "epoch": 1.243781094527363, |
| "grad_norm": 41.2952880859375, |
| "learning_rate": 2.3629261363636365e-05, |
| "loss": 0.11888823509216309, |
| "step": 500 |
| }, |
| { |
| "epoch": 1.4925373134328357, |
| "grad_norm": 6.743992328643799, |
| "learning_rate": 2.1498579545454548e-05, |
| "loss": 0.10398503303527833, |
| "step": 600 |
| }, |
| { |
| "epoch": 1.7412935323383083, |
| "grad_norm": 0.04455677047371864, |
| "learning_rate": 1.9367897727272727e-05, |
| "loss": 0.13183796882629395, |
| "step": 700 |
| }, |
| { |
| "epoch": 1.9900497512437811, |
| "grad_norm": 25.297327041625977, |
| "learning_rate": 1.723721590909091e-05, |
| "loss": 0.09564775466918946, |
| "step": 800 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9682242990654205, |
| "eval_f1": 0.9697508896797153, |
| "eval_loss": 0.14717483520507812, |
| "eval_runtime": 14.1045, |
| "eval_samples_per_second": 151.725, |
| "eval_steps_per_second": 9.501, |
| "step": 804 |
| } |
| ], |
| "logging_steps": 100, |
| "max_steps": 1608, |
| "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": 844586487705600.0, |
| "train_batch_size": 16, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|