{ "best_metric": 0.9376, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0975/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": 2.7151869176294504e-05, "loss": 1.2352, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9117333333333333, "eval_loss": 0.3577828109264374, "eval_runtime": 11.7374, "eval_samples_per_second": 319.493, "eval_steps_per_second": 5.027, "step": 333 }, { "epoch": 2.0, "grad_norm": 29.698213577270508, "learning_rate": 1.9662164055386567e-05, "loss": 0.1897, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9304, "eval_loss": 0.2505890429019928, "eval_runtime": 10.9152, "eval_samples_per_second": 343.559, "eval_steps_per_second": 5.405, "step": 666 }, { "epoch": 3.0, "grad_norm": 18.19335174560547, "learning_rate": 1.0391670726449015e-05, "loss": 0.082, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9338666666666666, "eval_loss": 0.23159068822860718, "eval_runtime": 10.6542, "eval_samples_per_second": 351.975, "eval_steps_per_second": 5.538, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.43360960483551025, "learning_rate": 2.881402548656824e-06, "loss": 0.0383, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9376, "eval_loss": 0.22579939663410187, "eval_runtime": 10.7702, "eval_samples_per_second": 348.182, "eval_steps_per_second": 5.478, "step": 1332 } ], "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": false }, "attributes": {} } }, "total_flos": 6.58965282490368e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }