| { | |
| "best_metric": 0.3881937785695449, | |
| "best_model_checkpoint": "esm2_t12_35M_qlora_binding_sites_2023-09-28_20-31-07/checkpoint-2620", | |
| "epoch": 1.0, | |
| "eval_steps": 500, | |
| "global_step": 2620, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 0.0003700089891924202, | |
| "loss": 0.3796, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.15, | |
| "learning_rate": 0.0003695657761444924, | |
| "loss": 0.1708, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 0.23, | |
| "learning_rate": 0.00036882787439658813, | |
| "loss": 0.1281, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 0.31, | |
| "learning_rate": 0.0003677964626272417, | |
| "loss": 0.1085, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 0.38, | |
| "learning_rate": 0.00036647318834971053, | |
| "loss": 0.0953, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 0.46, | |
| "learning_rate": 0.00036486016528034, | |
| "loss": 0.0868, | |
| "step": 1200 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 0.0003629599699622435, | |
| "loss": 0.0815, | |
| "step": 1400 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 0.00036077563764969246, | |
| "loss": 0.0768, | |
| "step": 1600 | |
| }, | |
| { | |
| "epoch": 0.69, | |
| "learning_rate": 0.0003583106574597891, | |
| "loss": 0.0727, | |
| "step": 1800 | |
| }, | |
| { | |
| "epoch": 0.76, | |
| "learning_rate": 0.0003555689667991667, | |
| "loss": 0.0695, | |
| "step": 2000 | |
| }, | |
| { | |
| "epoch": 0.84, | |
| "learning_rate": 0.00035255494507462076, | |
| "loss": 0.0652, | |
| "step": 2200 | |
| }, | |
| { | |
| "epoch": 0.92, | |
| "learning_rate": 0.0003492734066977151, | |
| "loss": 0.0643, | |
| "step": 2400 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 0.00034572959339454007, | |
| "loss": 0.0629, | |
| "step": 2600 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9514288298771856, | |
| "eval_auc": 0.8487674697088246, | |
| "eval_f1": 0.3881937785695449, | |
| "eval_loss": 0.47870784997940063, | |
| "eval_mcc": 0.423561780831004, | |
| "eval_precision": 0.26289979651663037, | |
| "eval_recall": 0.7416551821788429, | |
| "eval_runtime": 1915.3281, | |
| "eval_samples_per_second": 115.187, | |
| "eval_steps_per_second": 0.678, | |
| "step": 2620 | |
| } | |
| ], | |
| "logging_steps": 200, | |
| "max_steps": 15720, | |
| "num_train_epochs": 6, | |
| "save_steps": 500, | |
| "total_flos": 1.7917776880933446e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |