[AIROCMLIR-217] Replace MITuna with tuningRunner in CI

[mirza-halilcevic]

Motivation

tuningRunner.py is now more stable and useful, in addition to offering multi-gpu support, and it should replace MITuna in the CI.

Technical Details

• Call tuningRunner.py instead of tuna-script in Jenkins CI
• Remove MITuna traces from the project
• The per-verification timeout is now configurable and defaults to disabled; this is to avoid killing legitimately slow kernels, and we have a global CI timeout anyway.
• Added NumaNodeLock (shared/exclusive) so CPU verification gets exclusive memory bandwidth on its NUMA node, preventing contention from concurrent compile threads
• Log info-level message on successful config completion when the progress bar is disabled (CI mode), preventing false Jenkins activity timeouts
• rocmlir-gen behvaior change; fail instead of falling back to cpu verificatoin when gpu verification is requested but unsupported
• relDiff and RMS threshold relaxed for CPU verification; some Attention configs were failing because they do not support GPU verification and the threshold was too tight considering the CPU reference is expected to produce a larger discrepancy in results. Attention was affected due to GPU verification not being supported, but other ops are bound to face similar issues using CPU verification, so the threshold is increased across the board (relDiff = 0.0001; RMS = 0.15).

Test Plan

CI passes.

Test Result

• PR CI
• Weekly CI

Submission Checklist

• Look over the contributing guidelines at https://github.com/ROCm/ROCm/blob/develop/CONTRIBUTING.md#pull-requests.

[codecov]

Codecov Report

✅ All modified and coverable lines are covered by tests.

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #2310      +/-   ##
===========================================
- Coverage    79.50%   79.19%   -0.32%     
===========================================
  Files          100      123      +23     
  Lines        31016    40444    +9428     
  Branches      4819     6638    +1819     
===========================================
+ Hits         24659    32026    +7367     
- Misses        4245     5594    +1349     
- Partials      2112     2824     +712     

Flag	Coverage Δ
gfx950	79.01% <ø> (?)
mfma	?
navi4x	79.14% <ø> (?)

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[dorde-antic]

It passed Tune selected MLIR configs… using the tuningRunner (and not the tuna script), but I would still recommend running this in a custom weekly job (tuning-only) before merging