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SkillsMP has collected 6 skills from ROCm/ATOM. Open a skill to review its source and details.
Showing 6 of 6 collected skills.
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,…
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…
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.
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 /…
Coding patterns and architecture index for the ATOM LLM inference engine
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…