| { | |
| "best_metric": 0.9404286720558146, | |
| "best_model_checkpoint": "model_saves/roberta-large_spell_10k_3_p3/checkpoint-268", | |
| "epoch": 7.0, | |
| "global_step": 1876, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9404286720558146, | |
| "eval_loss": 0.43499499559402466, | |
| "eval_runtime": 3.4383, | |
| "eval_samples_per_second": 1274.481, | |
| "eval_steps_per_second": 10.18, | |
| "step": 268 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9394000380147363, | |
| "eval_loss": 0.44501230120658875, | |
| "eval_runtime": 3.4139, | |
| "eval_samples_per_second": 1283.577, | |
| "eval_steps_per_second": 10.252, | |
| "step": 536 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9388018649582397, | |
| "eval_loss": 0.4803008735179901, | |
| "eval_runtime": 3.4256, | |
| "eval_samples_per_second": 1279.203, | |
| "eval_steps_per_second": 10.217, | |
| "step": 804 | |
| }, | |
| { | |
| "epoch": 3.73, | |
| "learning_rate": 1e-05, | |
| "loss": 0.2844, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9386453336911191, | |
| "eval_loss": 0.5239610075950623, | |
| "eval_runtime": 3.4117, | |
| "eval_samples_per_second": 1284.408, | |
| "eval_steps_per_second": 10.259, | |
| "step": 1072 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9383658135712608, | |
| "eval_loss": 0.5639445185661316, | |
| "eval_runtime": 3.4115, | |
| "eval_samples_per_second": 1284.484, | |
| "eval_steps_per_second": 10.259, | |
| "step": 1340 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9387068281174878, | |
| "eval_loss": 0.6260917782783508, | |
| "eval_runtime": 3.4116, | |
| "eval_samples_per_second": 1284.434, | |
| "eval_steps_per_second": 10.259, | |
| "step": 1608 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.938813045763034, | |
| "eval_loss": 0.6880903840065002, | |
| "eval_runtime": 3.411, | |
| "eval_samples_per_second": 1284.683, | |
| "eval_steps_per_second": 10.261, | |
| "step": 1876 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "step": 1876, | |
| "total_flos": 2.4671163623931904e+16, | |
| "train_loss": 0.060420924920771425, | |
| "train_runtime": 252.2572, | |
| "train_samples_per_second": 2039.823, | |
| "train_steps_per_second": 15.936 | |
| } | |
| ], | |
| "max_steps": 4020, | |
| "num_train_epochs": 15, | |
| "total_flos": 2.4671163623931904e+16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |