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I Tried Getting Closer to the GPU With Triton

This story is from 2026-08-29. It is preserved in the archive; the latest stories are on the live feed.

I've been trying to understand what actually happens when a piece of ML code reaches the GPU. Not the usual model.cuda() and GPU go brrrr kind of understanding, but the actual stuff underneath it — threads, warps, memory, kernel launches, and why some operations are ridiculously fast while others s…

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  1. 2026-08-29 16:48 · DEV Community — AI
    I Tried Getting Closer to the GPU With Triton

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