Reza discusses the challenges of managing data across various hardware configurations, emphasizing the need for customized solutions in deep learning environments. He highlights the limitations of existing tools like Apache Spark for GPU access and explains the importance of handling both GPU and CPU resources effectively. The conversation reveals the complexities involved in building a robust data management system tailored for deep learning applications.
