{ "best_metric": 0.9141333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0675/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 5.602887153625488, "learning_rate": 0.00042857142857142855, "loss": 0.7454, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8189333333333333, "eval_loss": 0.6322317123413086, "eval_runtime": 10.5085, "eval_samples_per_second": 356.856, "eval_steps_per_second": 5.615, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00035735735735735734, "loss": 0.3856, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8648, "eval_loss": 0.4554492235183716, "eval_runtime": 10.9575, "eval_samples_per_second": 342.231, "eval_steps_per_second": 5.384, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.01886007934808731, "learning_rate": 0.00028592878592878594, "loss": 0.2267, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.88, "eval_loss": 0.43331822752952576, "eval_runtime": 10.1773, "eval_samples_per_second": 368.466, "eval_steps_per_second": 5.797, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.5305486917495728, "learning_rate": 0.0002145002145002145, "loss": 0.1242, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8856, "eval_loss": 0.4290192723274231, "eval_runtime": 10.2962, "eval_samples_per_second": 364.211, "eval_steps_per_second": 5.73, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.025812502950429916, "learning_rate": 0.00014307164307164307, "loss": 0.0589, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8952, "eval_loss": 0.42499813437461853, "eval_runtime": 10.262, "eval_samples_per_second": 365.425, "eval_steps_per_second": 5.749, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.12145310640335083, "learning_rate": 7.164307164307165e-05, "loss": 0.0174, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.912, "eval_loss": 0.3462689518928528, "eval_runtime": 10.5854, "eval_samples_per_second": 354.26, "eval_steps_per_second": 5.574, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0015372628113254905, "learning_rate": 2.1450021450021452e-07, "loss": 0.0037, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9141333333333334, "eval_loss": 0.3422955870628357, "eval_runtime": 10.497, "eval_samples_per_second": 357.245, "eval_steps_per_second": 5.621, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }