Hmm yeah. I checked up the logs and it showed CUPTI not found.
I was able to backtrack it and fix up the issue. Manually exporting USE_CUPTI_SO=1 and rebuilding from source helped me fix the issue.
The default build option is setup with CUPTI off.
option(USE_KINETO "Use Kineto profiling library" ON)
option(USE_CUPTI_SO "Use CUPTI as a shared library" OFF)

Thanks again for your help.