{ "best_metric": 0.8634666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0514/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": 0.0002252252252252252, "loss": 2.0065, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6728, "eval_loss": 1.0976192951202393, "eval_runtime": 8.0286, "eval_samples_per_second": 467.079, "eval_steps_per_second": 7.349, "step": 333 }, { "epoch": 2.0, "grad_norm": 12.5504732131958, "learning_rate": 0.0001502252252252252, "loss": 0.7411, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8005333333333333, "eval_loss": 0.6688430905342102, "eval_runtime": 7.4017, "eval_samples_per_second": 506.639, "eval_steps_per_second": 7.971, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.10697244107723236, "learning_rate": 7.522522522522523e-05, "loss": 0.3865, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8346666666666667, "eval_loss": 0.5553579926490784, "eval_runtime": 7.3846, "eval_samples_per_second": 507.816, "eval_steps_per_second": 7.99, "step": 999 }, { "epoch": 4.0, "grad_norm": 11.558895111083984, "learning_rate": 2.2522522522522522e-07, "loss": 0.1718, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8634666666666667, "eval_loss": 0.4616950452327728, "eval_runtime": 7.694, "eval_samples_per_second": 487.394, "eval_steps_per_second": 7.668, "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 }