claudecodex

kernel-forge-aws-transform

Migrate PyTorch and Triton kernels to AWS Trainium NKI. Converts nn.Module.forward and @triton.jit kernels (and hand-written CUDA custom kernels) into @nki.jit kernels, then compiles, numerically verifies, and profiles every candidate on a real Trainium device before emitting a diff.

4 on GitHubby Amazon Web Servicesv0.1.0MIT-0updated 1 month ago

Not in a marketplace yet, so it loads for one session with --plugin-dir.

Plugin kernel-forge-aws-transform in aws-samples/sample-ATX-custom-NKI-Agent. Commands read from the repo's manifest — 1 month ago.

This plugin runs code on your machine — it starts local MCP servers. The exact commands are listed below; read them before installing.

What it installs

Skills (2)

  • skill_library
  • nki-kernel

    Convert PyTorch and Triton kernels to optimized NKI kernels for AWS Trainium and Inferentia. Use when the user says "convert this kernel to NKI", "optimize for Trainium", "PyTorch to NKI", "Triton to NKI", "rewrite this kernel for Inferentia", or "make this kernel run on Neuron". Don't use for gener

MCP servers (1)

  • kernelforge-nki-mcp

    runs: uvx --from ./mcp kernelforge-nki-mcp

View source on GitHub arxiv.org

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