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Cuda kernel - #53

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MathisWellmann wants to merge 1 commit into
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cuda-kernel
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Cuda kernel#53
MathisWellmann wants to merge 1 commit into
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cuda-kernel

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@MathisWellmann MathisWellmann commented Jul 27, 2026

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Include example cuda-softmax to showcase symbiont being able to let LLMs implement and optimize CUDA kernels.
An LLM writes CUDA kernels, the host compiles them with NVRTC, checks them
against a CPU oracle, times them on the GPU, and feeds the achieved memory
throughput back into the next round. The best kernel is hot-swapped in; the
rest stay registered as revisions.

@MathisWellmann MathisWellmann self-assigned this Jul 27, 2026
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MathisWellmann marked this pull request as ready for review July 28, 2026 00:20
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