A primer on GPUs and kernel optimization
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- Points132
- Comments12
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Story details from Hacker News ↗ · linked article on nabo.dev.
A primer on GPUs and kernel optimization was first seen on Hacker News · Front page on Nov 9, 2026. Since then it has appeared in 77 checks on 2 different days. Its best position was #12 of 30, reached on Nov 10, 13:24 UTC. It dropped off the list after Nov 10, 14:09 UTC.
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Crazy to not see a word about benchmarking/evaluation of the kernels. IMO at this time when all performant GPU kernels are generated/hill-climbed, its the largest source of error we see. Should be kernel run with a hot or cold cache in practice? Should your kernel be bitwise equivalent to a ref? What error margins…
> On the H200s used for most of this work, the GPU's main memory is HBM, or high-bandwidth memory. Ironically, this is the slowest memory on the chip. Nit: HBM is off chip, unlike shared memory and registers
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Not at the moment. It was last on the list on Nov 10, 14:09 UTC, after 2 days of trending.
#12 on Hacker News · Front page, on Nov 10, 13:24 UTC. Trendoday checks this list every 15 minutes.
It was first seen on Nov 9, 2026 and has been on the list on 2 days (77 checks) since.
132 points and 12 comments; submitted by nomi_uw on Nov 5, 2026.