Start removing assert in benchmark folder (#174213)
Summary:
X-link: https://github.com/pytorch/pytorch/pull/174213
Approved by: https://github.com/liangel-02
Reviewed By: izaitsevfb
Differential Revision: D92339535
fbshipit-source-id: 0aa12644edd93747ebc73cf7c4081048da048cc0