{ "best_metric": 0.9517333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0417/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.2857787311077118, "learning_rate": 9.045084971874738e-05, "loss": 0.5919, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9285333333333333, "eval_loss": 0.26100483536720276, "eval_runtime": 5.3618, "eval_samples_per_second": 699.39, "eval_steps_per_second": 11.004, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.13178572058677673, "learning_rate": 6.545084971874738e-05, "loss": 0.1077, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9256, "eval_loss": 0.27119553089141846, "eval_runtime": 5.3282, "eval_samples_per_second": 703.799, "eval_steps_per_second": 11.073, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.2466050535440445, "learning_rate": 3.4549150281252636e-05, "loss": 0.0349, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9453333333333334, "eval_loss": 0.2108331024646759, "eval_runtime": 5.869, "eval_samples_per_second": 638.953, "eval_steps_per_second": 10.053, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.01091043185442686, "learning_rate": 9.549150281252633e-06, "loss": 0.0088, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9514666666666667, "eval_loss": 0.19773386418819427, "eval_runtime": 5.5361, "eval_samples_per_second": 677.378, "eval_steps_per_second": 10.657, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.011016936041414738, "learning_rate": 0.0, "loss": 0.0032, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9517333333333333, "eval_loss": 0.1990615725517273, "eval_runtime": 5.4181, "eval_samples_per_second": 692.124, "eval_steps_per_second": 10.889, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }