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improve-cutile-kernel-perf

Official

Iterative cuTile kernel performance optimization

Software Engineering#performance#optimization#profiling#kernel#autotune#cutile#tilegym
AuthorNVIDIA
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill helps teams systematically optimize cuTile kernels by combining profiling, bottleneck analysis, IR comparisons, and targeted tuning to accelerate TileGym workloads.

Core Features & Use Cases

  • Structured three-phase workflow: setup baseline, run experiments, iterate improvements.
  • Access to reference materials such as the optimization playbook, perf knobs catalog, and IR/DUMP guides to guide changes.
  • Maintain a reproducible improvement history by logging results in perf_results.md.

Quick Start

Kick off the optimization workflow by profiling a baseline cuTile kernel, apply one optimization from the playbook per iteration, and log results in perf_results.md.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: improve-cutile-kernel-perf
Download link: https://github.com/NVIDIA/TileGym/archive/main.zip#improve-cutile-kernel-perf

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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