{ "best_metric": 0.9586666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0586/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": 6.174269199371338, "learning_rate": 8e-05, "loss": 0.5817, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9365333333333333, "eval_loss": 0.21891041100025177, "eval_runtime": 12.0528, "eval_samples_per_second": 311.13, "eval_steps_per_second": 4.895, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.20159895718097687, "learning_rate": 6e-05, "loss": 0.1206, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9437333333333333, "eval_loss": 0.215355783700943, "eval_runtime": 11.2109, "eval_samples_per_second": 334.496, "eval_steps_per_second": 5.263, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.5385351181030273, "learning_rate": 4e-05, "loss": 0.0479, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9509333333333333, "eval_loss": 0.18761813640594482, "eval_runtime": 11.1926, "eval_samples_per_second": 335.042, "eval_steps_per_second": 5.271, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.021709633991122246, "learning_rate": 2e-05, "loss": 0.0155, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9554666666666667, "eval_loss": 0.17787587642669678, "eval_runtime": 11.1539, "eval_samples_per_second": 336.204, "eval_steps_per_second": 5.29, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.1036737784743309, "learning_rate": 0.0, "loss": 0.006, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9586666666666667, "eval_loss": 0.17593377828598022, "eval_runtime": 11.147, "eval_samples_per_second": 336.415, "eval_steps_per_second": 5.293, "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 }