optimization-catalog-cutile-dsl

Original：🇺🇸 English
Translated

Shared optimization guidance plus cuTile Python DSL-specific overlays. Use when: (1) selecting optimizations for a cuTile Python DSL kernel, (2) checking cuTile-specific implementation traps, (3) deciding whether a profiling finding belongs in shared knowledge or a cuTile overlay, (4) updating cuTile Python DSL optimization docs, (5) reviewing how a shared pattern maps to cuTile.

3installs
Sourcepepperu96/hyper-mla
Added on

NPX Install

npx skill4agent add pepperu96/hyper-mla optimization-catalog-cutile-dsl

Tags

Translated version includes tags in frontmatter
cutile-python-dslkernel-optimizationgpu-programmingoptimization-guidancecode-generation

SKILL.md Content

View Translation Comparison →

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