| { | |
| "best_metric": 0.6900000000000001, | |
| "best_model_checkpoint": "/content/drive/Shareddrives/Data Science Team folder-open/Clients/Rhenus Documents/attachments_batch7_20231027_SELECTED/0-60 EEB/model27Nov2023/checkpoint-1000", | |
| "epoch": 8.333333333333334, | |
| "global_step": 1000, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.83, | |
| "eval_accuracy": 0.8110336081166772, | |
| "eval_f1": 0.008733624454148471, | |
| "eval_loss": 1.0222280025482178, | |
| "eval_precision": 0.09523809523809523, | |
| "eval_recall": 0.004576659038901602, | |
| "eval_runtime": 2.0715, | |
| "eval_samples_per_second": 10.138, | |
| "eval_steps_per_second": 5.31, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 1.67, | |
| "eval_accuracy": 0.8570069752694991, | |
| "eval_f1": 0.1957585644371941, | |
| "eval_loss": 0.7151871919631958, | |
| "eval_precision": 0.3409090909090909, | |
| "eval_recall": 0.13729977116704806, | |
| "eval_runtime": 2.0823, | |
| "eval_samples_per_second": 10.085, | |
| "eval_steps_per_second": 5.283, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 2.5, | |
| "eval_accuracy": 0.8877615726062144, | |
| "eval_f1": 0.3781388478581979, | |
| "eval_loss": 0.5312886238098145, | |
| "eval_precision": 0.5333333333333333, | |
| "eval_recall": 0.2929061784897025, | |
| "eval_runtime": 2.1019, | |
| "eval_samples_per_second": 9.991, | |
| "eval_steps_per_second": 5.233, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 3.33, | |
| "eval_accuracy": 0.9254914394419784, | |
| "eval_f1": 0.5301204819277108, | |
| "eval_loss": 0.4247725009918213, | |
| "eval_precision": 0.6387096774193548, | |
| "eval_recall": 0.45308924485125857, | |
| "eval_runtime": 2.0912, | |
| "eval_samples_per_second": 10.042, | |
| "eval_steps_per_second": 5.26, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "learning_rate": 5e-06, | |
| "loss": 0.7345, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 4.17, | |
| "eval_accuracy": 0.9337349397590361, | |
| "eval_f1": 0.5687331536388139, | |
| "eval_loss": 0.38867324590682983, | |
| "eval_precision": 0.6918032786885245, | |
| "eval_recall": 0.482837528604119, | |
| "eval_runtime": 2.1036, | |
| "eval_samples_per_second": 9.983, | |
| "eval_steps_per_second": 5.229, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9441978440076094, | |
| "eval_f1": 0.6261319534282018, | |
| "eval_loss": 0.32258301973342896, | |
| "eval_precision": 0.7202380952380952, | |
| "eval_recall": 0.5537757437070938, | |
| "eval_runtime": 2.1312, | |
| "eval_samples_per_second": 9.853, | |
| "eval_steps_per_second": 5.161, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 5.83, | |
| "eval_accuracy": 0.9461001902346227, | |
| "eval_f1": 0.6352040816326532, | |
| "eval_loss": 0.3062755763530731, | |
| "eval_precision": 0.7175792507204611, | |
| "eval_recall": 0.5697940503432495, | |
| "eval_runtime": 2.1053, | |
| "eval_samples_per_second": 9.975, | |
| "eval_steps_per_second": 5.225, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 6.67, | |
| "eval_accuracy": 0.9530754597336716, | |
| "eval_f1": 0.6816479400749065, | |
| "eval_loss": 0.2806844115257263, | |
| "eval_precision": 0.75, | |
| "eval_recall": 0.6247139588100686, | |
| "eval_runtime": 2.0942, | |
| "eval_samples_per_second": 10.028, | |
| "eval_steps_per_second": 5.253, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 7.5, | |
| "eval_accuracy": 0.9514901712111604, | |
| "eval_f1": 0.6866416978776528, | |
| "eval_loss": 0.2825845777988434, | |
| "eval_precision": 0.7554945054945055, | |
| "eval_recall": 0.6292906178489702, | |
| "eval_runtime": 2.1184, | |
| "eval_samples_per_second": 9.913, | |
| "eval_steps_per_second": 5.193, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "learning_rate": 0.0, | |
| "loss": 0.2879, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 8.33, | |
| "eval_accuracy": 0.9530754597336716, | |
| "eval_f1": 0.6900000000000001, | |
| "eval_loss": 0.27494579553604126, | |
| "eval_precision": 0.7603305785123967, | |
| "eval_recall": 0.631578947368421, | |
| "eval_runtime": 2.0941, | |
| "eval_samples_per_second": 10.028, | |
| "eval_steps_per_second": 5.253, | |
| "step": 1000 | |
| } | |
| ], | |
| "max_steps": 1000, | |
| "num_train_epochs": 9, | |
| "total_flos": 528847690014720.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |