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docs: add Magpie kernel optimization walkthrough - #125

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haofrank wants to merge 1 commit into
amd:mainfrom
haofrank:magpie-walkthrough
Open

docs: add Magpie kernel optimization walkthrough#125
haofrank wants to merge 1 commit into
amd:mainfrom
haofrank:magpie-walkthrough

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@haofrank

@haofrank haofrank commented Aug 7, 2026

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Summary

  • add one catalog walkthrough for magpie-kernel-evaluator
  • cover benchmark, TraceLens post-processing, gap analysis, source mapping, analyze, compare, and end-to-end revalidation
  • include a lightweight vector_add smoke test when a model-serving environment is unavailable
  • add the walkthrough to the catalog index

Validation

  • verified Magpie analyze, compare, and benchmark CLI surfaces against the current Magpie repository
  • verified referenced example paths
  • verified timestamped workspace and report directory naming
  • ran git diff --check

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