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danielholanda merged 4 commits into from
Aug 10, 2026
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docs: add Magpie kernel optimization walkthrough #125

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docs: add Magpie kernel optimization walkthrough
haofrank Aug 7, 2026
a37e68b
Merge branch 'main' into magpie-walkthrough
haofrank Aug 10, 2026
4c07e12
Update TraceLens post-processing explanation
haofrank Aug 10, 2026
6047c47
Merge branch 'main' into magpie-walkthrough
haofrank Aug 10, 2026
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1 change: 1 addition & 0 deletions walkthroughs/README.md
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Expand Up @@ -11,5 +11,6 @@ Please choose a skill to get started.
* [lemonade-router-builder](./lemonade-router-builder.md): Generate a valid Lemonade router policy JSON from a plain-English description of routing intent.
* [local-ai-use](./local-ai-use.md): Teach your agent how to run image generation locally.
* [local-ai-app-integration](./local-ai-app-integration.md): Add a local AI mode to a cloud-only app.
* [magpie-kernel-evaluator](./magpie-kernel-evaluator.md): Benchmark inference, identify bottlenecks, and analyze, compare, and revalidate optimized GPU kernels with Magpie.
* [serving-llms-on-epyc](./serving-llms-on-epyc.md): Bring up a vLLM + zentorch LLM endpoint on an AMD EPYC™ CPU.
* [tracelens-analysis-orchestrator](./tracelens-analysis-orchestrator.md): Run agentic PyTorch profiler trace analysis and produce a prioritized performance report.
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