{ "best_metric": 0.9416, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0908/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": 0.6856261491775513, "learning_rate": 9.698463103929542e-05, "loss": 0.6244, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.9213333333333333, "eval_loss": 0.2605384886264801, "eval_runtime": 6.2161, "eval_samples_per_second": 603.272, "eval_steps_per_second": 9.491, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.08505792170763016, "learning_rate": 8.83022221559489e-05, "loss": 0.1397, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9184, "eval_loss": 0.2877260446548462, "eval_runtime": 6.5794, "eval_samples_per_second": 569.963, "eval_steps_per_second": 8.967, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.24413323402404785, "learning_rate": 7.500000000000001e-05, "loss": 0.0657, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9213333333333333, "eval_loss": 0.2997373342514038, "eval_runtime": 6.3401, "eval_samples_per_second": 591.471, "eval_steps_per_second": 9.306, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.018408725038170815, "learning_rate": 5.868240888334653e-05, "loss": 0.0282, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9344, "eval_loss": 0.2629348933696747, "eval_runtime": 6.2843, "eval_samples_per_second": 596.722, "eval_steps_per_second": 9.388, "step": 1332 }, { "epoch": 5.0, "grad_norm": 4.510996341705322, "learning_rate": 4.131759111665349e-05, "loss": 0.0098, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.94, "eval_loss": 0.26203635334968567, "eval_runtime": 6.0998, "eval_samples_per_second": 614.775, "eval_steps_per_second": 9.672, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.009806605987250805, "learning_rate": 2.500000000000001e-05, "loss": 0.0023, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.9402666666666667, "eval_loss": 0.27083009481430054, "eval_runtime": 6.082, "eval_samples_per_second": 616.573, "eval_steps_per_second": 9.701, "step": 1998 }, { "epoch": 7.0, "grad_norm": NaN, "learning_rate": 1.1731488851999511e-05, "loss": 0.0012, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9416, "eval_loss": 0.26831552386283875, "eval_runtime": 6.2533, "eval_samples_per_second": 599.68, "eval_steps_per_second": 9.435, "step": 2331 } ], "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }