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The One Billion Row Challenge #3448

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sviscapi opened this issue Apr 14, 2024 · 0 comments
Open

The One Billion Row Challenge #3448

sviscapi opened this issue Apr 14, 2024 · 0 comments

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@sviscapi
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Dear ROCm team,

I just stumbled upon that article about "The One Billion Row Challenge":

https://tspeterkim.github.io/posts/cuda-1brc

The challenge is simple, but implementing it in CUDA was not. Here I will share my solution that runs in 16.8 seconds on a V100. It’s certainly not the fastest solution, but it is the first one of its kind (no cudf, hand-written kernels only). I challenge other CUDA enthusiasts to make it faster.

I hope AMD will accept that challenge and offer an HIP-based solution to this problem :)

https://1brc.dev/

Best regards,

Samuel

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