{ "best_metric": 0.6102677583694458, "best_model_checkpoint": "BERT-WMM/run-15/checkpoint-1066", "epoch": 5.0, "eval_steps": 500, "global_step": 2665, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.94, "grad_norm": 8.692239761352539, "learning_rate": 1.3731493717417162e-05, "loss": 0.7076, "step": 500 }, { "epoch": 1.0, "eval_accuracy": 0.7530516431924883, "eval_loss": 0.6211019158363342, "eval_runtime": 1.9926, "eval_samples_per_second": 1068.944, "eval_steps_per_second": 67.248, "step": 533 }, { "epoch": 1.88, "grad_norm": 11.677574157714844, "learning_rate": 1.0560248055196108e-05, "loss": 0.4535, "step": 1000 }, { "epoch": 2.0, "eval_accuracy": 0.7680751173708921, "eval_loss": 0.6102677583694458, "eval_runtime": 2.2362, "eval_samples_per_second": 952.498, "eval_steps_per_second": 59.922, "step": 1066 }, { "epoch": 2.81, "grad_norm": 33.26390838623047, "learning_rate": 7.3890023929750545e-06, "loss": 0.2958, "step": 1500 }, { "epoch": 3.0, "eval_accuracy": 0.7751173708920188, "eval_loss": 0.7481958866119385, "eval_runtime": 2.135, "eval_samples_per_second": 997.66, "eval_steps_per_second": 62.764, "step": 1599 }, { "epoch": 3.75, "grad_norm": 14.7713041305542, "learning_rate": 4.217756730754001e-06, "loss": 0.1874, "step": 2000 }, { "epoch": 4.0, "eval_accuracy": 0.7708920187793428, "eval_loss": 1.0311119556427002, "eval_runtime": 2.0623, "eval_samples_per_second": 1032.824, "eval_steps_per_second": 64.976, "step": 2132 }, { "epoch": 4.69, "grad_norm": 1.1739749908447266, "learning_rate": 1.0465110685329476e-06, "loss": 0.1051, "step": 2500 }, { "epoch": 5.0, "eval_accuracy": 0.7727699530516432, "eval_loss": 1.1397253274917603, "eval_runtime": 2.1823, "eval_samples_per_second": 976.021, "eval_steps_per_second": 61.402, "step": 2665 } ], "logging_steps": 500, "max_steps": 2665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "total_flos": 856808289095472.0, "train_batch_size": 16, "trial_name": null, "trial_params": { "learning_rate": 1.6902739379638215e-05, "num_train_epochs": 5, "per_device_train_batch_size": 16, "weight_decay": 0.019154977870537472 } }