{ "best_metric": 0.18133555352687836, "best_model_checkpoint": "fairface_gender_image_detection/checkpoint-3750", "epoch": 2.0, "eval_steps": 500, "global_step": 3750, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.26666666666666666, "grad_norm": 3.194249391555786, "learning_rate": 8.273542600896861e-06, "loss": 0.3452, "step": 500 }, { "epoch": 0.5333333333333333, "grad_norm": 2.3906941413879395, "learning_rate": 7.4663677130044845e-06, "loss": 0.1955, "step": 1000 }, { "epoch": 0.8, "grad_norm": 3.958942174911499, "learning_rate": 6.6591928251121084e-06, "loss": 0.1709, "step": 1500 }, { "epoch": 1.0, "eval_accuracy": 0.915, "eval_loss": 0.21168974041938782, "eval_model_preparation_time": 0.0041, "eval_runtime": 890.2454, "eval_samples_per_second": 11.233, "eval_steps_per_second": 1.404, "step": 1875 }, { "epoch": 1.0666666666666667, "grad_norm": 6.014321804046631, "learning_rate": 5.852017937219731e-06, "loss": 0.154, "step": 2000 }, { "epoch": 1.3333333333333333, "grad_norm": 10.029616355895996, "learning_rate": 5.044843049327354e-06, "loss": 0.1161, "step": 2500 }, { "epoch": 1.6, "grad_norm": 2.819401979446411, "learning_rate": 4.237668161434978e-06, "loss": 0.1218, "step": 3000 }, { "epoch": 1.8666666666666667, "grad_norm": 1.9613158702850342, "learning_rate": 3.430493273542601e-06, "loss": 0.1212, "step": 3500 }, { "epoch": 2.0, "eval_accuracy": 0.9342, "eval_loss": 0.18133555352687836, "eval_model_preparation_time": 0.0041, "eval_runtime": 894.9262, "eval_samples_per_second": 11.174, "eval_steps_per_second": 1.397, "step": 3750 } ], "logging_steps": 500, "max_steps": 5625, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 9.29903875375104e+18, "train_batch_size": 32, "trial_name": null, "trial_params": null }