{ "best_metric": 0.6180860996246338, "best_model_checkpoint": "hBERTv2_data_aug_cola/checkpoint-2505", "epoch": 8.0, "global_step": 6680, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 4.9e-05, "loss": 0.6082, "step": 835 }, { "epoch": 1.0, "eval_loss": 0.6237233281135559, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2319, "eval_samples_per_second": 846.646, "eval_steps_per_second": 4.059, "step": 835 }, { "epoch": 2.0, "learning_rate": 4.8001197604790424e-05, "loss": 0.6068, "step": 1670 }, { "epoch": 2.0, "eval_loss": 0.6185952425003052, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2376, "eval_samples_per_second": 842.788, "eval_steps_per_second": 4.04, "step": 1670 }, { "epoch": 3.0, "learning_rate": 4.700119760479042e-05, "loss": 0.6064, "step": 2505 }, { "epoch": 3.0, "eval_loss": 0.6180860996246338, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2346, "eval_samples_per_second": 844.783, "eval_steps_per_second": 4.05, "step": 2505 }, { "epoch": 4.0, "learning_rate": 4.6001197604790416e-05, "loss": 0.6062, "step": 3340 }, { "epoch": 4.0, "eval_loss": 0.6217709183692932, "eval_matthews_correlation": 0.0, "eval_runtime": 1.235, "eval_samples_per_second": 844.562, "eval_steps_per_second": 4.049, "step": 3340 }, { "epoch": 5.0, "learning_rate": 4.5001197604790425e-05, "loss": 0.6061, "step": 4175 }, { "epoch": 5.0, "eval_loss": 0.6211623549461365, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2344, "eval_samples_per_second": 844.918, "eval_steps_per_second": 4.05, "step": 4175 }, { "epoch": 6.0, "learning_rate": 4.400119760479042e-05, "loss": 0.6062, "step": 5010 }, { "epoch": 6.0, "eval_loss": 0.6185929179191589, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2333, "eval_samples_per_second": 845.728, "eval_steps_per_second": 4.054, "step": 5010 }, { "epoch": 7.0, "learning_rate": 4.3001197604790424e-05, "loss": 0.606, "step": 5845 }, { "epoch": 7.0, "eval_loss": 0.618870735168457, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2325, "eval_samples_per_second": 846.237, "eval_steps_per_second": 4.057, "step": 5845 }, { "epoch": 8.0, "learning_rate": 4.200119760479042e-05, "loss": 0.6062, "step": 6680 }, { "epoch": 8.0, "eval_loss": 0.6202924847602844, "eval_matthews_correlation": 0.0, "eval_runtime": 1.2311, "eval_samples_per_second": 847.224, "eval_steps_per_second": 4.061, "step": 6680 }, { "epoch": 8.0, "step": 6680, "total_flos": 2.1284586608656384e+17, "train_loss": 0.6065069872462107, "train_runtime": 5969.0208, "train_samples_per_second": 1789.314, "train_steps_per_second": 6.994 } ], "max_steps": 41750, "num_train_epochs": 50, "total_flos": 2.1284586608656384e+17, "trial_name": null, "trial_params": null }