{ "best_metric": 0.9125022881200805, "best_model_checkpoint": "./fine-tune/bert-base-uncased/qnli/checkpoint-9822", "epoch": 3.0, "global_step": 9822, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.15, "learning_rate": 1.8981877418041133e-05, "loss": 0.4366, "step": 500 }, { "epoch": 0.31, "learning_rate": 1.7963754836082265e-05, "loss": 0.354, "step": 1000 }, { "epoch": 0.46, "learning_rate": 1.69456322541234e-05, "loss": 0.3286, "step": 1500 }, { "epoch": 0.61, "learning_rate": 1.592750967216453e-05, "loss": 0.3075, "step": 2000 }, { "epoch": 0.76, "learning_rate": 1.4909387090205662e-05, "loss": 0.3107, "step": 2500 }, { "epoch": 0.92, "learning_rate": 1.3891264508246794e-05, "loss": 0.289, "step": 3000 }, { "epoch": 1.0, "eval_accuracy": 0.9093904448105437, "eval_loss": 0.22888238728046417, "eval_runtime": 26.3583, "eval_samples_per_second": 207.259, "eval_steps_per_second": 25.912, "step": 3274 }, { "epoch": 1.07, "learning_rate": 1.2873141926287927e-05, "loss": 0.2416, "step": 3500 }, { "epoch": 1.22, "learning_rate": 1.1855019344329057e-05, "loss": 0.1885, "step": 4000 }, { "epoch": 1.37, "learning_rate": 1.083689676237019e-05, "loss": 0.1864, "step": 4500 }, { "epoch": 1.53, "learning_rate": 9.818774180411322e-06, "loss": 0.1906, "step": 5000 }, { "epoch": 1.68, "learning_rate": 8.800651598452455e-06, "loss": 0.1946, "step": 5500 }, { "epoch": 1.83, "learning_rate": 7.782529016493586e-06, "loss": 0.1904, "step": 6000 }, { "epoch": 1.99, "learning_rate": 6.764406434534719e-06, "loss": 0.1801, "step": 6500 }, { "epoch": 2.0, "eval_accuracy": 0.9117700896943072, "eval_loss": 0.24933215975761414, "eval_runtime": 26.3984, "eval_samples_per_second": 206.945, "eval_steps_per_second": 25.873, "step": 6548 }, { "epoch": 2.14, "learning_rate": 5.74628385257585e-06, "loss": 0.1167, "step": 7000 }, { "epoch": 2.29, "learning_rate": 4.728161270616982e-06, "loss": 0.1129, "step": 7500 }, { "epoch": 2.44, "learning_rate": 3.7100386886581147e-06, "loss": 0.1138, "step": 8000 }, { "epoch": 2.6, "learning_rate": 2.6919161066992467e-06, "loss": 0.108, "step": 8500 }, { "epoch": 2.75, "learning_rate": 1.6737935247403788e-06, "loss": 0.1165, "step": 9000 }, { "epoch": 2.9, "learning_rate": 6.55670942781511e-07, "loss": 0.1074, "step": 9500 }, { "epoch": 3.0, "eval_accuracy": 0.9125022881200805, "eval_loss": 0.3208048343658447, "eval_runtime": 26.8523, "eval_samples_per_second": 203.446, "eval_steps_per_second": 25.435, "step": 9822 }, { "epoch": 3.0, "step": 9822, "total_flos": 2.066928095367936e+16, "train_loss": 0.21106615146146823, "train_runtime": 3939.5621, "train_samples_per_second": 79.762, "train_steps_per_second": 2.493 } ], "max_steps": 9822, "num_train_epochs": 3, "total_flos": 2.066928095367936e+16, "trial_name": null, "trial_params": null }