{ "best_metric": 0.652438759803772, "best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_qnli/checkpoint-820", "epoch": 7.0, "global_step": 2870, "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": 0.6824, "step": 410 }, { "epoch": 1.0, "eval_accuracy": 0.5996705107084019, "eval_loss": 0.6577625870704651, "eval_runtime": 5.6422, "eval_samples_per_second": 968.24, "eval_steps_per_second": 3.899, "step": 410 }, { "epoch": 2.0, "learning_rate": 4.8e-05, "loss": 0.6441, "step": 820 }, { "epoch": 2.0, "eval_accuracy": 0.6086399414241259, "eval_loss": 0.652438759803772, "eval_runtime": 5.5355, "eval_samples_per_second": 986.904, "eval_steps_per_second": 3.974, "step": 820 }, { "epoch": 3.0, "learning_rate": 4.7e-05, "loss": 0.6202, "step": 1230 }, { "epoch": 3.0, "eval_accuracy": 0.6071755445725792, "eval_loss": 0.6553815603256226, "eval_runtime": 5.4718, "eval_samples_per_second": 998.389, "eval_steps_per_second": 4.021, "step": 1230 }, { "epoch": 4.0, "learning_rate": 4.600000000000001e-05, "loss": 0.6009, "step": 1640 }, { "epoch": 4.0, "eval_accuracy": 0.6051619989017024, "eval_loss": 0.6619159579277039, "eval_runtime": 5.4488, "eval_samples_per_second": 1002.613, "eval_steps_per_second": 4.038, "step": 1640 }, { "epoch": 5.0, "learning_rate": 4.5e-05, "loss": 0.587, "step": 2050 }, { "epoch": 5.0, "eval_accuracy": 0.598572213069742, "eval_loss": 0.668364405632019, "eval_runtime": 5.5979, "eval_samples_per_second": 975.905, "eval_steps_per_second": 3.93, "step": 2050 }, { "epoch": 6.0, "learning_rate": 4.400243902439024e-05, "loss": 0.5755, "step": 2460 }, { "epoch": 6.0, "eval_accuracy": 0.5978400146439685, "eval_loss": 0.680844783782959, "eval_runtime": 5.501, "eval_samples_per_second": 993.091, "eval_steps_per_second": 3.999, "step": 2460 }, { "epoch": 7.0, "learning_rate": 4.3002439024390246e-05, "loss": 0.5671, "step": 2870 }, { "epoch": 7.0, "eval_accuracy": 0.5844773933736043, "eval_loss": 0.7068149447441101, "eval_runtime": 5.4741, "eval_samples_per_second": 997.977, "eval_steps_per_second": 4.019, "step": 2870 }, { "epoch": 7.0, "step": 2870, "total_flos": 2.328477811133645e+16, "train_loss": 0.6110314930772948, "train_runtime": 2217.6487, "train_samples_per_second": 2361.578, "train_steps_per_second": 9.244 } ], "max_steps": 20500, "num_train_epochs": 50, "total_flos": 2.328477811133645e+16, "trial_name": null, "trial_params": null }