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SkillsMP hat 6 Skills aus ROCm/ATOM gesammelt. Öffne einen Skill, um Quelle und Details zu prüfen.
Es werden 6 von 6 gesammelten Skills angezeigt.
Capture a PyTorch profiler / kineto trace from a running ATOM server for a short benchmark window. Use when the user asks for "a trace", "profiler trace", "GPU trace", or "抓 trace" for performance investigation — what kernels ran, what's on the critical path,…
Quellsprache: Englisch
Run any ATOM workload — accuracy eval (GSM8K via lm_eval), performance benchmark, concurrency sweep, offline simple_inference, or fault repro under rocm-debug-agent. Use when the user asks to "test accuracy", "测精度", "跑 GSM8K", "跑 benchmark", "test…
Quellsprache: Englisch
AI code review for ATOM PRs. ATOM consumes aiter kernels and integrates with vLLM/SGLang plugins. Reviews check perf claims, aiter cross-repo deps, model coverage, dispatch correctness, and AI-generated code patterns. Invoke with a PR number.
Quellsprache: Englisch
Identify which GPU kernel is faulting/hanging in ATOM via rocm-debug-agent (for faults/asserts) or rocgdb (for silent livelocks). debug-agent dumps wave registers + faulting PC + (with --save-code-objects) disassembled code object on memory faults /…
Quellsprache: Englisch
Coding patterns and architecture index for the ATOM LLM inference engine
Quellsprache: Englisch
Locate forward numerical bugs by dumping intermediate tensors from a target implementation and a known-good reference, then bisecting layer by layer. Also covers batch-invariance bisect (the same token at any batch position should produce a bitwise-identical…
Quellsprache: Englisch