{ "best_global_step": 264, "best_metric": 0.4252040684223175, "best_model_checkpoint": "bert_base_rand_5_v2_sst2/checkpoint-264", "epoch": 6.0, "eval_steps": 500, "global_step": 1584, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 9.30614948272705, "learning_rate": 4.9e-05, "loss": 0.386, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8142201834862385, "eval_loss": 0.4252040684223175, "eval_runtime": 0.6126, "eval_samples_per_second": 1423.35, "eval_steps_per_second": 6.529, "step": 264 }, { "epoch": 2.0, "grad_norm": 7.963630676269531, "learning_rate": 4.8e-05, "loss": 0.2155, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.8130733944954128, "eval_loss": 0.5008359551429749, "eval_runtime": 0.565, "eval_samples_per_second": 1543.328, "eval_steps_per_second": 7.079, "step": 528 }, { "epoch": 3.0, "grad_norm": 6.330244541168213, "learning_rate": 4.7e-05, "loss": 0.1605, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.8004587155963303, "eval_loss": 0.5880488753318787, "eval_runtime": 0.5799, "eval_samples_per_second": 1503.716, "eval_steps_per_second": 6.898, "step": 792 }, { "epoch": 4.0, "grad_norm": 5.19688606262207, "learning_rate": 4.600000000000001e-05, "loss": 0.1218, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.8142201834862385, "eval_loss": 0.5611222982406616, "eval_runtime": 0.5666, "eval_samples_per_second": 1538.918, "eval_steps_per_second": 7.059, "step": 1056 }, { "epoch": 5.0, "grad_norm": 9.650278091430664, "learning_rate": 4.5e-05, "loss": 0.0951, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.8142201834862385, "eval_loss": 0.578220009803772, "eval_runtime": 0.5756, "eval_samples_per_second": 1514.993, "eval_steps_per_second": 6.95, "step": 1320 }, { "epoch": 6.0, "grad_norm": 9.958868980407715, "learning_rate": 4.4000000000000006e-05, "loss": 0.077, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.7901376146788991, "eval_loss": 0.843362033367157, "eval_runtime": 0.5847, "eval_samples_per_second": 1491.441, "eval_steps_per_second": 6.841, "step": 1584 }, { "epoch": 6.0, "step": 1584, "total_flos": 5.316079940232192e+16, "train_loss": 0.17597288675982542, "train_runtime": 668.1932, "train_samples_per_second": 5039.635, "train_steps_per_second": 19.755 } ], "logging_steps": 1, "max_steps": 13200, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 5 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.316079940232192e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }