Before revision:  However, obtaining performant tensor programs for different operators on various hardware platforms is notoriously difficult . Currently, deep learning systems rely on vendor-provided kernel libraries or various search strategies to get performant tensor programs.
After revision:  However, obtaining performant tensor programs for different operators on various hardware platforms is notoriously challenging . Currently, deep learning systems rely on vendor-provided kernel libraries or various search strategies to get performant tensor programs.