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optimization-catalog-cutile-dsl

optimization-catalog-cutile-dsl

github.com/pepperu96Development080 installsUpdated 32w ago
Repository

About optimization-catalog-cutile-dsl

A knowledge catalog guide for optimizing the cuTile Python DSL. It directs readers to shared optimization and anti-pattern references first, then to cuTile-specific guidance on APIs, compiler behavior, and code-generation limits.

Key features

  1. 01Indexes shared optimization catalogs
  2. 02Links cuTile-specific guidance
  3. 03Covers scheduling and occupancy topics

Use cases

  1. 01Find cuTile kernel optimization guidance
  2. 02Assess num_ctas or occupancy behavior

Install

Copy the command and run it in a terminal.

$npx skills add https://github.com/pepperu96/hyper-mla --skill optimization-catalog-cutile-dsl

After installing, type/optimization-catalog-cutile-dslin Claude Code to confirm it loaded.

Details

From the project README

cuTile Python DSL Optimization Catalog

Read Order

  1. Start with the shared root catalogs in docs/knowledge/optimizations/ and docs/knowledge/anti-patterns/.
  2. Then read cuTile Python DSL-specific overlays in docs/knowledge/languages/cutile-dsl/ when the implementation depends on cuTile APIs, compiler behavior, or code-generation limits.

cuTile Overlay Root

  • docs/knowledge/languages/cutile-dsl/optimizations/
  • docs/knowledge/languages/cutile-dsl/anti-patterns/

Typical cuTile-only topics

  • num_ctas, occupancy, or ByTarget behavior
  • cuTile math and numeric-semantics hints
  • code-generation sensitivity tied to @ct.kernel lowering
  • limits that arise from cuTile's public scheduling model

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