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Triton Dynamic Launcher Tiling

Development community

Description

--- name: triton-dynamic-launcher-tiling description: Build Triton kernel launchers that pick tile sizes, warps, and stages at runtime based on problem shape, dtype, and hardware. --- # Dynamic Tile & Pipeline Launcher for Triton > **Targets:** Triton >= 2.1, SM70+/CDNA2+; shared memory heuristics tuned for A100/H100 ## Overview For real-time inference, `@triton.autotune` warmup is unacceptable. Write a Python launcher that selects BLOCK sizes, `num_warps`, and `num_stages` heuristically fro

Installation

Installs to ~/.claude/skills/anthony-maio-triton-skills-triton-dynamic-launcher-tiling/SKILL.md

Terminal
mkdir -p ~/.claude/skills/anthony-maio-triton-skills-triton-dynamic-launcher-tiling && curl -fsSL https://raw.githubusercontent.com/anthony-maio/triton-skills/HEAD/skills/triton-dynamic-launcher-tiling.md -o ~/.claude/skills/anthony-maio-triton-skills-triton-dynamic-launcher-tiling/SKILL.md

Restart Claude Code, or start a new session, for it to be picked up.

Full documentation available on GitHub

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