{ "best_metric": 0.8450666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0183/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 3e-05, "loss": 2.4567, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.688, "eval_loss": 1.3375349044799805, "eval_runtime": 5.825, "eval_samples_per_second": 643.776, "eval_steps_per_second": 10.129, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 3e-05, "loss": 0.8912, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8010666666666667, "eval_loss": 0.7536471486091614, "eval_runtime": 5.7444, "eval_samples_per_second": 652.811, "eval_steps_per_second": 10.271, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.7255068421363831, "learning_rate": 3e-05, "loss": 0.4674, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8322666666666667, "eval_loss": 0.5833407640457153, "eval_runtime": 5.7073, "eval_samples_per_second": 657.057, "eval_steps_per_second": 10.338, "step": 999 }, { "epoch": 4.0, "grad_norm": Infinity, "learning_rate": 3e-05, "loss": 0.2696, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8426666666666667, "eval_loss": 0.5301695466041565, "eval_runtime": 5.7902, "eval_samples_per_second": 647.641, "eval_steps_per_second": 10.19, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.0417327880859375, "learning_rate": 3e-05, "loss": 0.1573, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8450666666666666, "eval_loss": 0.5314071178436279, "eval_runtime": 5.7934, "eval_samples_per_second": 647.283, "eval_steps_per_second": 10.184, "step": 1665 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }