DevMachine Learning15 min reading time

[AINews] Megakernels are so dead and so back

Latent.Space
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Recent discussions in AI inference engineering highlight the decline of megakernels, large fused GPU kernels, due to practical limitations like inter-GPU communication needs and kernel complexity. Experts argue that despite initial appeal, megakernels are no longer favored in production environments.

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