Embed more kdb files for MIOpen performance databases in pytorch wheels

[rhighs]

🚀 The feature, motivation and pitch

Recently I've started using pytorch on my machine running an AMD GPU. Everything looks just fine until I start training models on some data and I get this annoying warning about MIOpen's performance databases:

MIOpen(HIP): Warning [SQLiteBase] Missing system database file: gfx1030_16.kdb Performance may degrade. Please follow instructions to install: https://github.com/ROCmSoftwarePlatform/MIOpen#installing-miopen-kernels-package

Alternatives

What stated here might be a solution, as guys from MIOpen said pytorch wheels are self contained and this is not a problem you can solve by just getting a kdb file in your filesystem (people get this same warning anyways).

Additional context

As far as I can see this isn't really a big deal, in fact training runs fast enough either way. Not having ever put hands on pytorch myself, I wonder how could we go about this?

cc @jeffdaily @sunway513 @jithunnair-amd @pruthvistony @ROCmSupport

[jithunnair-amd]

pytorch/builder#1407 and other follow-up PRs for ROCm5.5 nightly wheels will allow users to use MIOpen kdb files with the PyTorch wheels. However, please note that it won't be embedding these kdb files into the wheels, but will instead build MIOpen in a manner that allows users to install kdb files and use them with the PyTorch wheels. The instructions on how to do that are here right now: https://github.com/ROCmSoftwarePlatform/pytorch/wiki/Using-MIOpen-kdb-files-with-ROCm-PyTorch-wheels.

We will update this issue when ROCm5.5 nightly wheels are available.

[jithunnair-amd]

Should be enabled by wheels in https://download.pytorch.org/whl/nightly/rocm5.5/ and later