{ "best_metric": 52.55846445665645, "best_model_checkpoint": "outputs/bitfit/t5-base/cola/checkpoint-800", "epoch": 20.0, "global_step": 1720, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 2.33, "eval_average_metrics": 21.053609210794303, "eval_loss": 0.2652588486671448, "eval_matthews_correlation": 21.053609210794303, "eval_runtime": 0.8287, "eval_samples_per_second": 628.717, "step": 200 }, { "epoch": 4.65, "eval_average_metrics": 44.5285953164197, "eval_loss": 0.23253390192985535, "eval_matthews_correlation": 44.5285953164197, "eval_runtime": 0.8258, "eval_samples_per_second": 630.924, "step": 400 }, { "epoch": 5.81, "learning_rate": 0.0003, "loss": 1.3817, "step": 500 }, { "epoch": 6.98, "eval_average_metrics": 47.511676688521085, "eval_loss": 0.25159838795661926, "eval_matthews_correlation": 47.511676688521085, "eval_runtime": 0.8388, "eval_samples_per_second": 621.09, "step": 600 }, { "epoch": 9.3, "eval_average_metrics": 52.55846445665645, "eval_loss": 0.22525694966316223, "eval_matthews_correlation": 52.55846445665645, "eval_runtime": 1.5205, "eval_samples_per_second": 342.658, "step": 800 }, { "epoch": 11.63, "learning_rate": 0.00017704918032786883, "loss": 0.1859, "step": 1000 }, { "epoch": 11.63, "eval_average_metrics": 50.296653045050874, "eval_loss": 0.23001490533351898, "eval_matthews_correlation": 50.296653045050874, "eval_runtime": 1.2989, "eval_samples_per_second": 401.107, "step": 1000 }, { "epoch": 13.95, "eval_average_metrics": 51.11915736464516, "eval_loss": 0.22642329335212708, "eval_matthews_correlation": 51.11915736464516, "eval_runtime": 1.2231, "eval_samples_per_second": 425.968, "step": 1200 }, { "epoch": 16.28, "eval_average_metrics": 50.87277150375961, "eval_loss": 0.22626039385795593, "eval_matthews_correlation": 50.87277150375961, "eval_runtime": 1.1916, "eval_samples_per_second": 437.245, "step": 1400 }, { "epoch": 17.44, "learning_rate": 5.40983606557377e-05, "loss": 0.1748, "step": 1500 }, { "epoch": 18.6, "eval_average_metrics": 52.035569173764515, "eval_loss": 0.22766831517219543, "eval_matthews_correlation": 52.035569173764515, "eval_runtime": 1.2214, "eval_samples_per_second": 426.575, "step": 1600 }, { "epoch": 20.0, "step": 1720, "total_flos": 6646762904679216.0, "train_loss": 0.5282898814179177, "train_runtime": 422.8779, "train_samples_per_second": 404.419, "train_steps_per_second": 4.067 } ], "max_steps": 1720, "num_train_epochs": 20, "total_flos": 6646762904679216.0, "trial_name": null, "trial_params": null }