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Posted to issues@mahout.apache.org by "ryankert01 (via GitHub)" <gi...@apache.org> on 2026/03/03 05:39:05 UTC

[I] [POC] Agentic CUDA kernel generation [mahout]

ryankert01 opened a new issue, #1111:
URL: https://github.com/apache/mahout/issues/1111

   ### What
   
   Develop an agent that writes performant & correct CUDA kernel code.
   
   ### Why
   
   CUDA kernel in our project needs to support multiple things (eg. f64, f32 use different kernels w/ multiple encoding methods, which is 2 * num_of_encoding_methods). It's not cool to write it all by-our-selves and strike a balance between performance and code complexity.
   
   Therefore, in era of agentic AI, we can create a agentic system to address them!
   
   ### How
   
   - kernels should supports CUDA (prefer support everything in cuda ecosystem)
   
   ref: https://github.com/BytedTsinghua-SIA/CUDA-Agent


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Re: [I] [POC] Agentic CUDA kernel generation [mahout]

Posted by "ryankert01 (via GitHub)" <gi...@apache.org>.
ryankert01 closed issue #1111: [POC] Agentic CUDA kernel generation
URL: https://github.com/apache/mahout/issues/1111


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Re: [I] [POC] Agentic CUDA kernel generation [mahout]

Posted by "ryankert01 (via GitHub)" <gi...@apache.org>.
ryankert01 commented on issue #1111:
URL: https://github.com/apache/mahout/issues/1111#issuecomment-4062565487

   won't do


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