| { | |
| "best_metric": 0.415128776020243, | |
| "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-1070", | |
| "epoch": 2.0, | |
| "eval_steps": 500, | |
| "global_step": 1070, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.9345794392523364, | |
| "grad_norm": 5.135624885559082, | |
| "learning_rate": 3.571015099578109e-06, | |
| "loss": 0.5612, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 0.5108451843261719, | |
| "eval_matthews_correlation": 0.4068953869702192, | |
| "eval_runtime": 0.3429, | |
| "eval_samples_per_second": 3041.66, | |
| "eval_steps_per_second": 192.473, | |
| "step": 535 | |
| }, | |
| { | |
| "epoch": 1.8691588785046729, | |
| "grad_norm": 11.39373779296875, | |
| "learning_rate": 2.750092088180842e-06, | |
| "loss": 0.4687, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 0.5220178365707397, | |
| "eval_matthews_correlation": 0.415128776020243, | |
| "eval_runtime": 0.3609, | |
| "eval_samples_per_second": 2889.801, | |
| "eval_steps_per_second": 182.864, | |
| "step": 1070 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2675, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "total_flos": 85863970691724.0, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": { | |
| "learning_rate": 4.391938110975375e-06, | |
| "num_train_epochs": 5, | |
| "per_device_train_batch_size": 16, | |
| "seed": 23 | |
| } | |
| } | |