{ "best_metric": 0.8746666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0602/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": 5e-05, "loss": 1.9944, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8024, "eval_loss": 0.8258088827133179, "eval_runtime": 6.7437, "eval_samples_per_second": 556.072, "eval_steps_per_second": 8.749, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 5e-05, "loss": 0.5786, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8392, "eval_loss": 0.5915732979774475, "eval_runtime": 6.2104, "eval_samples_per_second": 603.825, "eval_steps_per_second": 9.5, "step": 666 }, { "epoch": 3.0, "grad_norm": 1.7018661499023438, "learning_rate": 5e-05, "loss": 0.3485, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8626666666666667, "eval_loss": 0.4830835163593292, "eval_runtime": 7.2281, "eval_samples_per_second": 518.81, "eval_steps_per_second": 8.163, "step": 999 }, { "epoch": 4.0, "grad_norm": 91.14945983886719, "learning_rate": 5e-05, "loss": 0.2438, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8698666666666667, "eval_loss": 0.4540748596191406, "eval_runtime": 6.2534, "eval_samples_per_second": 599.67, "eval_steps_per_second": 9.435, "step": 1332 }, { "epoch": 5.0, "grad_norm": 1.1823046207427979, "learning_rate": 5e-05, "loss": 0.1735, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8746666666666667, "eval_loss": 0.45350098609924316, "eval_runtime": 6.033, "eval_samples_per_second": 621.586, "eval_steps_per_second": 9.78, "step": 1665 } ], "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": true }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }