onnxruntime

Make the ROCM profiler thread-safe, session-aware and preserve logical ordering between CPU and GPU events (#13549)

### Description
The existing ROCM profiler has a few shortcomings, which this PR fixes.

### Motivation and Context
The existing ROCM profiler:
1. Is not thread-safe
2. Is not session-aware: i.e., if multiple inference sessions enable
profiling, then events (esp GPU events) get mixed up between the
sessions
3. Has some issues with respect to coding standards.

This PR addresses all of the above by cleanly re-implementing parts of
the ROCM profiler as required.

Attached are 4 profile outputs from a multi-session run of the
StableDiffusion model, as well as a quick-and-dirty script that checks
the profile outputs for the invariants claimed.


[sd_profile_outputs.tar.gz](https://github.com/microsoft/onnxruntime/files/9924608/sd_profile_outputs.tar.gz)


[check_profile_output_wellformedness.zip](https://github.com/microsoft/onnxruntime/files/9924614/check_profile_output_wellformedness.zip)

Co-authored-by: Abhishek Udupa <abhishek.udupa@microsoft.com>