{ "best_metric": 0.9373333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0577/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 1.1005148887634277, "learning_rate": 6.733578363789503e-05, "loss": 0.7307, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.904, "eval_loss": 0.30461689829826355, "eval_runtime": 11.0295, "eval_samples_per_second": 339.998, "eval_steps_per_second": 5.349, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.512343168258667, "learning_rate": 5.974873734152915e-05, "loss": 0.1421, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9250666666666667, "eval_loss": 0.23986020684242249, "eval_runtime": 11.1484, "eval_samples_per_second": 336.37, "eval_steps_per_second": 5.292, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.045750878751277924, "learning_rate": 4.839392013277814e-05, "loss": 0.0562, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9266666666666666, "eval_loss": 0.24691694974899292, "eval_runtime": 10.9506, "eval_samples_per_second": 342.446, "eval_steps_per_second": 5.388, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.02840917557477951, "learning_rate": 3.5e-05, "loss": 0.0204, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9341333333333334, "eval_loss": 0.24977177381515503, "eval_runtime": 10.9382, "eval_samples_per_second": 342.837, "eval_steps_per_second": 5.394, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.038862645626068115, "learning_rate": 2.1606079867221858e-05, "loss": 0.0059, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9352, "eval_loss": 0.23659314215183258, "eval_runtime": 10.9656, "eval_samples_per_second": 341.978, "eval_steps_per_second": 5.38, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.02829059585928917, "learning_rate": 1.0251262658470837e-05, "loss": 0.0021, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9352, "eval_loss": 0.2557178735733032, "eval_runtime": 11.0369, "eval_samples_per_second": 339.769, "eval_steps_per_second": 5.346, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 2.6800339785621635e-06, "loss": 0.0015, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9373333333333334, "eval_loss": 0.24724674224853516, "eval_runtime": 10.9138, "eval_samples_per_second": 343.601, "eval_steps_per_second": 5.406, "step": 2331 } ], "logging_steps": 500, "max_steps": 2664, "num_input_tokens_seen": 0, "num_train_epochs": 8, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }