{ "best_metric": 0.9053333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0475/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": 4.525311529382417e-05, "loss": 1.7621, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8173333333333334, "eval_loss": 0.7248613238334656, "eval_runtime": 6.6763, "eval_samples_per_second": 561.689, "eval_steps_per_second": 8.837, "step": 333 }, { "epoch": 2.0, "grad_norm": 35.702056884765625, "learning_rate": 3.277027342564428e-05, "loss": 0.4475, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8738666666666667, "eval_loss": 0.46048247814178467, "eval_runtime": 6.8008, "eval_samples_per_second": 551.407, "eval_steps_per_second": 8.675, "step": 666 }, { "epoch": 3.0, "grad_norm": 3.6085715293884277, "learning_rate": 1.731945121074836e-05, "loss": 0.1838, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8938666666666667, "eval_loss": 0.37781524658203125, "eval_runtime": 6.9001, "eval_samples_per_second": 543.468, "eval_steps_per_second": 8.551, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.715984582901001, "learning_rate": 4.802337581094707e-06, "loss": 0.0719, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9053333333333333, "eval_loss": 0.33919259905815125, "eval_runtime": 6.7977, "eval_samples_per_second": 551.659, "eval_steps_per_second": 8.679, "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 }