Before revision:  The evaluation results show that our proposed performance tuning guidelines outperform both the Intel and TensorFlow recommended settings by 1.29x and 1.34x, respectively , across a diverse set of real-world deep learning models .
After revision:  Across a diverse set of real-world deep learning models, the evaluation results show that our proposed performance tuning guidelines outperform both the Intel and TensorFlow recommended settings by 1.29x and 1.34x, respectively , across a diverse set of real-world deep learning models .