Enabling thread pool to be numa-aware (#13778)
The PR enables ort thread pool to be numa-aware, so that threads could
be evenly created and distributed among numa nodes.
In addition, to facilitate performance tuning, the PR opens a new API
allowing customers to attach threads to certain logical processors.
Please check the API
[definition](https://github.com/microsoft/onnxruntime/pull/13778/files#diff-5845a5c76fb64abdc8f0cffe21b37f8da1712674eb3abc4cd87190891be1bd48)
for details.
Co-authored-by: Randy Shuai <rashuai@microsoft.com>
