Triton Hip Reference Kernel Search

Search and adapt Triton/HIP kernel patterns from a corpus to optimize AMD GPUs; use to find similar ops and reuse tiling/occupancy strategies. Use when this capability is needed.

tomevault-io Updated

File contents

AMD Kernel Patterns

  • Use when you need real kernel templates (attention, layernorm, matmul, activations) to adapt for AMD/ROCm.
  • Do not load the entire corpus; grep targeted snippets instead.

How to use

  • Search references/train_crawl.json with ripgrep for relevant ops; keep context tight.
  • Extract only needed code and descriptions; rewrite for wave64 occupancy, LDS tiling, vectorized/coalesced access, and bank-conflict avoidance.
  • Cite source file and lines; pair with reflection prompts to validate correctness and performance.

References

  • references/SEARCH.md: Grep commands and tips for slicing snippets efficiently.

Source: AMD-AGI/Apex — distributed by TomeVault.

tomevault-io/skills-registry/tree/main/amd-agi--apex--apex commit bf439331e7

Frequently asked questions

npx skillmds@latest add tomevault-io/triton-hip-reference-kernel-search