Using MIOpen kdb files with ROCm PyTorch wheels

MIOpen .kdb files contain precompiled kernels that can speed up the warm-up phase of an application. More information here: https://docs.amd.com/bundle/MIOpen_gh-pages/page/install_3.html#installing-miopen-kernels-package

Starting from ROCm5.5, MIOpen .kdb files can be used with ROCm PyTorch wheels. However, the .kdb files need to be placed in a specific location wrt the PyTorch installation path. We provide a helper script that simplifies this task for the user. The script takes in the ROCm version and user's GPU architecture as inputs, and works for Ubuntu and CentOS.

Helper script: install_kdb_files_for_pytorch_wheels.sh

Usage:
After installing ROCm PyTorch wheels:

1. [Optional] export GFX_ARCH=gfx90a
2. [Optional] export ROCM_VERSION=5.5
3. ./install_kdb_files_for_pytorch_wheels.sh