{ "best_metric": 0.9133333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0203/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": 8.552171997922358e-05, "loss": 1.0046, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8394666666666667, "eval_loss": 0.5213246941566467, "eval_runtime": 11.1809, "eval_samples_per_second": 335.394, "eval_steps_per_second": 5.277, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.36042219400405884, "learning_rate": 5.023585442965162e-05, "loss": 0.2997, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8810666666666667, "eval_loss": 0.4069403409957886, "eval_runtime": 11.0585, "eval_samples_per_second": 339.105, "eval_steps_per_second": 5.335, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.02115418016910553, "learning_rate": 1.4811828553935498e-05, "loss": 0.0915, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9026666666666666, "eval_loss": 0.3323393166065216, "eval_runtime": 11.0415, "eval_samples_per_second": 339.629, "eval_steps_per_second": 5.343, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.013092493638396263, "learning_rate": 5.562762142974353e-10, "loss": 0.0154, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9133333333333333, "eval_loss": 0.31768620014190674, "eval_runtime": 11.3891, "eval_samples_per_second": 329.261, "eval_steps_per_second": 5.18, "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 }