Hello! Of course, I have had experience using dedicated graphics processing units Hostkey in my projects, and I can share my opinion on this matter. Using dedicated GPUs in projects can significantly increase computational performance, especially in areas that require large amounts of computing power to process data, such as machine learning, deep learning, big data analytics, and visualization.