{ "best_metric": 0.9232, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0309/checkpoints/checkpoint-1332", "epoch": 4.0, "eval_steps": 500, "global_step": 1332, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": Infinity, "learning_rate": 0.0001, "loss": 0.6298, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9208, "eval_loss": 0.28161224722862244, "eval_runtime": 3.9491, "eval_samples_per_second": 949.584, "eval_steps_per_second": 14.94, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.15645790100097656, "learning_rate": 0.0001, "loss": 0.1457, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9144, "eval_loss": 0.2841545641422272, "eval_runtime": 3.9292, "eval_samples_per_second": 954.397, "eval_steps_per_second": 15.016, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.014237881638109684, "learning_rate": 0.0001, "loss": 0.0784, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9157333333333333, "eval_loss": 0.2966940402984619, "eval_runtime": 3.9471, "eval_samples_per_second": 950.072, "eval_steps_per_second": 14.948, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.01225931104272604, "learning_rate": 0.0001, "loss": 0.0449, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9232, "eval_loss": 0.31505706906318665, "eval_runtime": 3.9796, "eval_samples_per_second": 942.3, "eval_steps_per_second": 14.826, "step": 1332 } ], "logging_steps": 500, "max_steps": 2997, "num_input_tokens_seen": 0, "num_train_epochs": 9, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }