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Arena/6375c3cc maxritz tensorrt llm rdna - #19982

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Maxritz wants to merge 2 commits into
NVIDIA:mainfrom
Maxritz:arena/6375c3cc-maxritz-tensorrt-llm-rdna
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Maxritz wants to merge 2 commits into
NVIDIA:mainfrom
Maxritz:arena/6375c3cc-maxritz-tensorrt-llm-rdna

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@Maxritz Maxritz commented Oct 8, 2026

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PR Checklist

Please review the following before submitting your PR:

  • PR description clearly explains what and why. If using CodeRabbit's summary, please make sure it makes sense.

  • PR Follows TRT-LLM CODING GUIDELINES to the best of your knowledge.

  • Test cases are provided for new code paths (see test instructions)

  • If PR introduces API changes, an appropriate PR label is added - either api-compatible or api-breaking. For api-breaking, include BREAKING in the PR title.

  • Any new dependencies have been scanned for license and vulnerabilities

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  • Documentation updated as needed

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Maxritz and others added 2 commits October 8, 2026 09:21
Introduce a separate gfx1200/gfx1201 backend with wave32 HIP inference primitives, Hugging Face attention/norm integration, portable generation, serving and serial benchmarks. Preserve the CUDA path and reject unsupported native-engine features explicitly.

Add per-source host profiling, HIP/CUDA current-stream event spans, a 256-operation instrumentation floor and CPU/RAM/GPU/VRAM telemetry. Include portable packaging, documented ISA design/support boundaries, isolated tests and CPU/optional RDNA4 CI.

Validation: 106 CPU/API tests passed with Transformers 4.51.3 and 4.57.1; 145 all-dtype CPU checks passed; pure ROCm wheel and launcher smoke checks passed. Four native GPU tests skipped. Native HIP compilation and hardware qualification remain for the target system.
Signed-off-by: Maxritz <7871167+Maxritz@users.noreply.github.com>

Co-authored-by: arena-agent <297053741+arena-agent@users.noreply.github.com>
Preserve static public exports and the StrictBaseModel compatibility alias while applying the configured legacy formatters. Bind portable serving to loopback by default and share tokenizer special-token configuration so Bandit passes without new suppressions. Add regression tests, update the architecture and contributor guidance, tighten resolved legacy lint counts, and disclose the dependency review findings.

Signed-off-by: Maxritz <7871167+Maxritz@users.noreply.github.com>
@Maxritz
Maxritz requested review from a team as code owners October 8, 2026 09:57
@Maxritz Maxritz closed this Oct 8, 2026
@Maxritz
Maxritz deleted the arena/6375c3cc-maxritz-tensorrt-llm-rdna branch October 8, 2026 09:58
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