WHM loads slow or Timeout with Two Factor Authentication

Hi, I am facing and weird issue where WHM as well as Cpanel Starts loading slow whenever I am enabling the Two Factor authentication. Sometimes it gets timeout and sometime takes more than 60 seconds to load. Once I disable Two Factor, WHM and Cpanel starts load faster without any issue.