| { | |
| "best_metric": 0.47624343628277643, | |
| "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-3/checkpoint-1072", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1340, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 0.5160695314407349, | |
| "eval_matthews_correlation": 0.3884569188624487, | |
| "eval_runtime": 0.688, | |
| "eval_samples_per_second": 1516.05, | |
| "eval_steps_per_second": 95.934, | |
| "step": 268 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 4.7623518427226e-06, | |
| "loss": 0.5077, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 0.4879527986049652, | |
| "eval_matthews_correlation": 0.4537159672261629, | |
| "eval_runtime": 1.8327, | |
| "eval_samples_per_second": 569.098, | |
| "eval_steps_per_second": 36.012, | |
| "step": 536 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 0.49178388714790344, | |
| "eval_matthews_correlation": 0.4752024043308134, | |
| "eval_runtime": 0.7459, | |
| "eval_samples_per_second": 1398.283, | |
| "eval_steps_per_second": 88.482, | |
| "step": 804 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1.9276186030067667e-06, | |
| "loss": 0.3683, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.5047063231468201, | |
| "eval_matthews_correlation": 0.47624343628277643, | |
| "eval_runtime": 1.64, | |
| "eval_samples_per_second": 635.968, | |
| "eval_steps_per_second": 40.243, | |
| "step": 1072 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 0.5170151591300964, | |
| "eval_matthews_correlation": 0.4618671668713098, | |
| "eval_runtime": 1.1213, | |
| "eval_samples_per_second": 930.176, | |
| "eval_steps_per_second": 58.861, | |
| "step": 1340 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1340, | |
| "num_train_epochs": 5, | |
| "save_steps": 500, | |
| "total_flos": 190971935742888.0, | |
| "trial_name": null, | |
| "trial_params": { | |
| "learning_rate": 7.597085082438434e-06, | |
| "num_train_epochs": 5, | |
| "per_device_train_batch_size": 32, | |
| "seed": 25 | |
| } | |
| } | |