{ "best_metric": 0.328, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0499/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": 21.019638061523438, "learning_rate": 0.00042760859989611786, "loss": 3.4031, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.1976, "eval_loss": 3.103848934173584, "eval_runtime": 6.6852, "eval_samples_per_second": 560.944, "eval_steps_per_second": 8.826, "step": 333 }, { "epoch": 2.0, "grad_norm": 18.006208419799805, "learning_rate": 0.00025117927214825806, "loss": 2.8967, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.25333333333333335, "eval_loss": 2.7786333560943604, "eval_runtime": 7.1311, "eval_samples_per_second": 525.865, "eval_steps_per_second": 8.274, "step": 666 }, { "epoch": 3.0, "grad_norm": 22.949535369873047, "learning_rate": 7.405914276967749e-05, "loss": 2.5913, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.3032, "eval_loss": 2.5734686851501465, "eval_runtime": 7.0423, "eval_samples_per_second": 532.494, "eval_steps_per_second": 8.378, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 6.258092905636614e-09, "loss": 2.3134, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.328, "eval_loss": 2.4625229835510254, "eval_runtime": 6.8964, "eval_samples_per_second": 543.766, "eval_steps_per_second": 8.555, "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 }