{ "best_metric": 0.6091980338096619, "best_model_checkpoint": "bert_uncased_L-4_H-128_A-2_cola/checkpoint-204", "epoch": 11.0, "eval_steps": 500, "global_step": 374, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.7114630937576294, "learning_rate": 4.9e-05, "loss": 0.6362, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6191275119781494, "eval_matthews_correlation": 0.0, "eval_runtime": 0.368, "eval_samples_per_second": 2834.557, "eval_steps_per_second": 13.588, "step": 34 }, { "epoch": 2.0, "grad_norm": 0.6178502440452576, "learning_rate": 4.8e-05, "loss": 0.608, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6190881729125977, "eval_matthews_correlation": 0.0, "eval_runtime": 0.359, "eval_samples_per_second": 2905.511, "eval_steps_per_second": 13.929, "step": 68 }, { "epoch": 3.0, "grad_norm": 0.42143625020980835, "learning_rate": 4.7e-05, "loss": 0.607, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.616786777973175, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3564, "eval_samples_per_second": 2926.415, "eval_steps_per_second": 14.029, "step": 102 }, { "epoch": 4.0, "grad_norm": 0.5581986904144287, "learning_rate": 4.600000000000001e-05, "loss": 0.6055, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6145115494728088, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3604, "eval_samples_per_second": 2894.371, "eval_steps_per_second": 13.875, "step": 136 }, { "epoch": 5.0, "grad_norm": 0.6049013137817383, "learning_rate": 4.5e-05, "loss": 0.6009, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6107176542282104, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3593, "eval_samples_per_second": 2902.792, "eval_steps_per_second": 13.916, "step": 170 }, { "epoch": 6.0, "grad_norm": 0.7587459087371826, "learning_rate": 4.4000000000000006e-05, "loss": 0.5939, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6091980338096619, "eval_matthews_correlation": 0.0, "eval_runtime": 0.3601, "eval_samples_per_second": 2896.749, "eval_steps_per_second": 13.887, "step": 204 }, { "epoch": 7.0, "grad_norm": 1.9767988920211792, "learning_rate": 4.3e-05, "loss": 0.5799, "step": 238 }, { "epoch": 7.0, "eval_accuracy": 0.6951102614402771, "eval_loss": 0.616756796836853, "eval_matthews_correlation": 0.0854532539112171, "eval_runtime": 0.3674, "eval_samples_per_second": 2838.795, "eval_steps_per_second": 13.609, "step": 238 }, { "epoch": 8.0, "grad_norm": 1.1349046230316162, "learning_rate": 4.2e-05, "loss": 0.5679, "step": 272 }, { "epoch": 8.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6161894202232361, "eval_matthews_correlation": 0.08481153787433816, "eval_runtime": 0.364, "eval_samples_per_second": 2865.523, "eval_steps_per_second": 13.737, "step": 272 }, { "epoch": 9.0, "grad_norm": 1.366595983505249, "learning_rate": 4.1e-05, "loss": 0.5553, "step": 306 }, { "epoch": 9.0, "eval_accuracy": 0.6855225563049316, "eval_loss": 0.623590886592865, "eval_matthews_correlation": 0.06376490253157786, "eval_runtime": 0.3742, "eval_samples_per_second": 2787.105, "eval_steps_per_second": 13.361, "step": 306 }, { "epoch": 10.0, "grad_norm": 1.5425918102264404, "learning_rate": 4e-05, "loss": 0.5361, "step": 340 }, { "epoch": 10.0, "eval_accuracy": 0.6586769223213196, "eval_loss": 0.6316266655921936, "eval_matthews_correlation": 0.08369053019265868, "eval_runtime": 0.3592, "eval_samples_per_second": 2903.742, "eval_steps_per_second": 13.92, "step": 340 }, { "epoch": 11.0, "grad_norm": 2.3495326042175293, "learning_rate": 3.9000000000000006e-05, "loss": 0.5249, "step": 374 }, { "epoch": 11.0, "eval_accuracy": 0.6548417806625366, "eval_loss": 0.638280987739563, "eval_matthews_correlation": 0.10313429660779676, "eval_runtime": 0.3611, "eval_samples_per_second": 2888.509, "eval_steps_per_second": 13.847, "step": 374 }, { "epoch": 11.0, "step": 374, "total_flos": 117043404217344.0, "train_loss": 0.5832455527973684, "train_runtime": 45.3448, "train_samples_per_second": 9428.866, "train_steps_per_second": 37.491 } ], "logging_steps": 1, "max_steps": 1700, "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": 117043404217344.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }