| { | |
| "best_global_step": 3568, | |
| "best_metric": 0.8764965343415249, | |
| "best_model_checkpoint": "outputs/bartpho-spam-binary/checkpoint-3568", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 3568, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 5.2079925537109375, | |
| "learning_rate": 4.998771926094749e-05, | |
| "loss": 0.4627, | |
| "step": 446 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8084436042848141, | |
| "eval_loss": 0.4561808407306671, | |
| "eval_runtime": 19.4902, | |
| "eval_samples_per_second": 81.426, | |
| "eval_steps_per_second": 2.565, | |
| "step": 446 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 5.896441459655762, | |
| "learning_rate": 4.995077872180951e-05, | |
| "loss": 0.3735, | |
| "step": 892 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8418399495904222, | |
| "eval_loss": 0.3941121995449066, | |
| "eval_runtime": 19.0372, | |
| "eval_samples_per_second": 83.363, | |
| "eval_steps_per_second": 2.626, | |
| "step": 892 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 2.555406332015991, | |
| "learning_rate": 4.988921477641713e-05, | |
| "loss": 0.3147, | |
| "step": 1338 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8613736609955892, | |
| "eval_loss": 0.3282012343406677, | |
| "eval_runtime": 19.0715, | |
| "eval_samples_per_second": 83.213, | |
| "eval_steps_per_second": 2.622, | |
| "step": 1338 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 2.6473870277404785, | |
| "learning_rate": 4.980308818095173e-05, | |
| "loss": 0.2677, | |
| "step": 1784 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8714555765595463, | |
| "eval_loss": 0.29463911056518555, | |
| "eval_runtime": 19.1426, | |
| "eval_samples_per_second": 82.904, | |
| "eval_steps_per_second": 2.612, | |
| "step": 1784 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 7.139180660247803, | |
| "learning_rate": 4.9692483931964865e-05, | |
| "loss": 0.2441, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.868935097668557, | |
| "eval_loss": 0.32677021622657776, | |
| "eval_runtime": 19.0711, | |
| "eval_samples_per_second": 83.215, | |
| "eval_steps_per_second": 2.622, | |
| "step": 2230 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 1.7669497728347778, | |
| "learning_rate": 4.9557511182496865e-05, | |
| "loss": 0.2137, | |
| "step": 2676 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.8752362948960303, | |
| "eval_loss": 0.37486177682876587, | |
| "eval_runtime": 19.1107, | |
| "eval_samples_per_second": 83.042, | |
| "eval_steps_per_second": 2.616, | |
| "step": 2676 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 3.3637311458587646, | |
| "learning_rate": 4.939830313435599e-05, | |
| "loss": 0.1957, | |
| "step": 3122 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.8720856962822936, | |
| "eval_loss": 0.43288952112197876, | |
| "eval_runtime": 19.1972, | |
| "eval_samples_per_second": 82.668, | |
| "eval_steps_per_second": 2.605, | |
| "step": 3122 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 7.402363300323486, | |
| "learning_rate": 4.9215016906664344e-05, | |
| "loss": 0.1769, | |
| "step": 3568 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.8764965343415249, | |
| "eval_loss": 0.4071377217769623, | |
| "eval_runtime": 19.1521, | |
| "eval_samples_per_second": 82.863, | |
| "eval_steps_per_second": 2.611, | |
| "step": 3568 | |
| } | |
| ], | |
| "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": 6.101365327850419e+16, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |