[Feature]: Extend TRTLLM's perf test infra to support AD and enable regression protection for AD in CI

[MrGeva]

🚀 The feature, motivation and pitch

test_perf.py implements a perf test infra. extend it to support AD. enable CI to run AD models and protect from regressions.

Alternatives

No response

Additional context

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