{ "best_metric": 0.49369621090355154, "best_model_checkpoint": "./xlnet-base-cased/fine_tuned_models/checkpoint-1876", "epoch": 10.0, "global_step": 2680, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 2e-05, "loss": 0.6214, "step": 268 }, { "epoch": 1.0, "eval_loss": 0.8445629477500916, "eval_matthews_correlation": 0.0, "eval_runtime": 5.2858, "eval_samples_per_second": 197.321, "eval_steps_per_second": 24.783, "step": 268 }, { "epoch": 2.0, "learning_rate": 1.7777777777777777e-05, "loss": 0.5559, "step": 536 }, { "epoch": 2.0, "eval_loss": 0.807519257068634, "eval_matthews_correlation": 0.21580374087877008, "eval_runtime": 5.302, "eval_samples_per_second": 196.72, "eval_steps_per_second": 24.708, "step": 536 }, { "epoch": 3.0, "learning_rate": 1.555555555555556e-05, "loss": 0.4284, "step": 804 }, { "epoch": 3.0, "eval_loss": 0.6560272574424744, "eval_matthews_correlation": 0.4538429410217894, "eval_runtime": 5.3043, "eval_samples_per_second": 196.635, "eval_steps_per_second": 24.697, "step": 804 }, { "epoch": 4.0, "learning_rate": 1.3333333333333333e-05, "loss": 0.3259, "step": 1072 }, { "epoch": 4.0, "eval_loss": 0.7219155430793762, "eval_matthews_correlation": 0.4369166632963792, "eval_runtime": 5.3104, "eval_samples_per_second": 196.406, "eval_steps_per_second": 24.668, "step": 1072 }, { "epoch": 5.0, "learning_rate": 1.1111111111111113e-05, "loss": 0.248, "step": 1340 }, { "epoch": 5.0, "eval_loss": 0.856024980545044, "eval_matthews_correlation": 0.43655986862605256, "eval_runtime": 5.2976, "eval_samples_per_second": 196.881, "eval_steps_per_second": 24.728, "step": 1340 }, { "epoch": 6.0, "learning_rate": 8.888888888888888e-06, "loss": 0.1894, "step": 1608 }, { "epoch": 6.0, "eval_loss": 0.9414917826652527, "eval_matthews_correlation": 0.45061623518481686, "eval_runtime": 5.2949, "eval_samples_per_second": 196.983, "eval_steps_per_second": 24.741, "step": 1608 }, { "epoch": 7.0, "learning_rate": 6.666666666666667e-06, "loss": 0.1492, "step": 1876 }, { "epoch": 7.0, "eval_loss": 0.9454582333564758, "eval_matthews_correlation": 0.49369621090355154, "eval_runtime": 5.2965, "eval_samples_per_second": 196.921, "eval_steps_per_second": 24.733, "step": 1876 }, { "epoch": 8.0, "learning_rate": 4.444444444444444e-06, "loss": 0.1223, "step": 2144 }, { "epoch": 8.0, "eval_loss": 1.105307936668396, "eval_matthews_correlation": 0.4859069062313801, "eval_runtime": 5.2949, "eval_samples_per_second": 196.982, "eval_steps_per_second": 24.741, "step": 2144 }, { "epoch": 9.0, "learning_rate": 2.222222222222222e-06, "loss": 0.1115, "step": 2412 }, { "epoch": 9.0, "eval_loss": 1.2678706645965576, "eval_matthews_correlation": 0.4829638975063273, "eval_runtime": 5.3057, "eval_samples_per_second": 196.58, "eval_steps_per_second": 24.69, "step": 2412 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.0913, "step": 2680 }, { "epoch": 10.0, "eval_loss": 1.2386504411697388, "eval_matthews_correlation": 0.4787316411367127, "eval_runtime": 5.3037, "eval_samples_per_second": 196.655, "eval_steps_per_second": 24.7, "step": 2680 }, { "epoch": 10.0, "step": 2680, "total_flos": 3851987691901440.0, "train_loss": 0.28432635905137704, "train_runtime": 1347.9437, "train_samples_per_second": 63.437, "train_steps_per_second": 1.988 } ], "max_steps": 2680, "num_train_epochs": 10, "total_flos": 3851987691901440.0, "trial_name": null, "trial_params": null }