{ "best_metric": 0.9338666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0686/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": 0.00025631588426322575, "loss": 0.6615, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8618666666666667, "eval_loss": 0.4484410881996155, "eval_runtime": 5.135, "eval_samples_per_second": 730.278, "eval_steps_per_second": 11.49, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.1744932234287262, "learning_rate": 0.00015035378262848306, "loss": 0.2508, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9002666666666667, "eval_loss": 0.32601335644721985, "eval_runtime": 5.0694, "eval_samples_per_second": 739.733, "eval_steps_per_second": 11.638, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.03725304827094078, "learning_rate": 4.4184439928107014e-05, "loss": 0.0907, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9266666666666666, "eval_loss": 0.2605150640010834, "eval_runtime": 4.8201, "eval_samples_per_second": 777.994, "eval_steps_per_second": 12.24, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.11849392205476761, "learning_rate": 4.172077409214658e-10, "loss": 0.0252, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9338666666666666, "eval_loss": 0.24561694264411926, "eval_runtime": 4.6247, "eval_samples_per_second": 810.856, "eval_steps_per_second": 12.757, "step": 1332 } ], "logging_steps": 500, "max_steps": 1332, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }