| { |
| "best_metric": 0.8892389349007037, |
| "best_model_checkpoint": "../../checkpoint/unlearn_cl/imdb/bert-base/random_label/2.0/42/checkpoint-2346", |
| "epoch": 6.0, |
| "eval_steps": 500, |
| "global_step": 4692, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "df_accuracy": 0.876, |
| "dt_accuracy": 0.87448, |
| "epoch": 1.0, |
| "eval_accuracy": 0.87448, |
| "eval_loss": 0.3989591896533966, |
| "eval_runtime": 39.9953, |
| "eval_samples_per_second": 625.074, |
| "eval_steps_per_second": 2.45, |
| "eval_unlearn_overall_accuracy": 0.7650230711982139, |
| "step": 782, |
| "unlearn_overall_accuracy": 0.7650230711982139, |
| "unlearn_time": null |
| }, |
| { |
| "epoch": 1.278772378516624, |
| "grad_norm": 0.4472462832927704, |
| "learning_rate": 3.934356351236147e-05, |
| "loss": 0.1064, |
| "step": 1000 |
| }, |
| { |
| "df_accuracy": 0.786, |
| "dt_accuracy": 0.87028, |
| "epoch": 2.0, |
| "eval_accuracy": 0.87028, |
| "eval_loss": 0.42793354392051697, |
| "eval_runtime": 39.8303, |
| "eval_samples_per_second": 627.663, |
| "eval_steps_per_second": 2.46, |
| "eval_unlearn_overall_accuracy": 0.8276042868920033, |
| "step": 1564, |
| "unlearn_overall_accuracy": 0.8276042868920033, |
| "unlearn_time": null |
| }, |
| { |
| "epoch": 2.557544757033248, |
| "grad_norm": 0.945592999458313, |
| "learning_rate": 2.8687127024722932e-05, |
| "loss": 0.0881, |
| "step": 2000 |
| }, |
| { |
| "df_accuracy": 0.692, |
| "dt_accuracy": 0.87472, |
| "epoch": 3.0, |
| "eval_accuracy": 0.87472, |
| "eval_loss": 0.5098705291748047, |
| "eval_runtime": 39.8957, |
| "eval_samples_per_second": 626.634, |
| "eval_steps_per_second": 2.456, |
| "eval_unlearn_overall_accuracy": 0.8892389349007037, |
| "step": 2346, |
| "unlearn_overall_accuracy": 0.8892389349007037, |
| "unlearn_time": null |
| }, |
| { |
| "epoch": 3.836317135549872, |
| "grad_norm": 2.666260242462158, |
| "learning_rate": 1.80306905370844e-05, |
| "loss": 0.0648, |
| "step": 3000 |
| }, |
| { |
| "df_accuracy": 0.234, |
| "dt_accuracy": 0.8744, |
| "epoch": 4.0, |
| "eval_accuracy": 0.8744, |
| "eval_loss": 0.5284035801887512, |
| "eval_runtime": 40.3314, |
| "eval_samples_per_second": 619.865, |
| "eval_steps_per_second": 2.43, |
| "eval_unlearn_overall_accuracy": 0, |
| "step": 3128, |
| "unlearn_overall_accuracy": 0, |
| "unlearn_time": null |
| }, |
| { |
| "df_accuracy": 0.012, |
| "dt_accuracy": 0.87096, |
| "epoch": 5.0, |
| "eval_accuracy": 0.87096, |
| "eval_loss": 0.6658543944358826, |
| "eval_runtime": 39.7028, |
| "eval_samples_per_second": 629.678, |
| "eval_steps_per_second": 2.468, |
| "eval_unlearn_overall_accuracy": 0, |
| "step": 3910, |
| "unlearn_overall_accuracy": 0, |
| "unlearn_time": null |
| }, |
| { |
| "epoch": 5.115089514066496, |
| "grad_norm": 0.009159569628536701, |
| "learning_rate": 7.374254049445865e-06, |
| "loss": 0.0241, |
| "step": 4000 |
| }, |
| { |
| "df_accuracy": 0.006, |
| "dt_accuracy": 0.87176, |
| "epoch": 6.0, |
| "eval_accuracy": 0.87176, |
| "eval_loss": 0.695716142654419, |
| "eval_runtime": 39.8146, |
| "eval_samples_per_second": 627.911, |
| "eval_steps_per_second": 2.461, |
| "eval_unlearn_overall_accuracy": 0, |
| "step": 4692, |
| "unlearn_overall_accuracy": 0, |
| "unlearn_time": null |
| }, |
| { |
| "epoch": 6.0, |
| "step": 4692, |
| "total_flos": 9866664576000000.0, |
| "train_loss": 0.061417888497452604, |
| "train_runtime": 1089.6794, |
| "train_samples_per_second": 137.655, |
| "train_steps_per_second": 4.306 |
| } |
| ], |
| "logging_steps": 1000, |
| "max_steps": 4692, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 6, |
| "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": 9866664576000000.0, |
| "train_batch_size": 32, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|