Re:Apple M3 Ultra
by titzer on Wednesday March 05, 2025 @12:37PM
(#43269678)
AFAICT the neural engine has accelerators for CNNs and integer math, but not the exact tensor operations in popular LLM transformer architectures that are well-supported in GPUs.
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Re:Apple M3 Ultra
by woadwarrior01 on Wednesday March 05, 2025 @03:16PM
(#43271728)
The neural engine is perfectly capable of accelerating matmults. It's just that autoregressive decoding in single batch LLM inference is memory bandwidth constrained, so there are no performance benefits to using the ANE for LLM inference (although, there's a huge power efficiency benefit). And the only way to use the neural engine is via CoreML. Using the GPU with MLX or MPS is often easier.
Re:Apple M3 Ultra
by kridsdale1 on Wednesday March 05, 2025 @02:33PM
(#43271168)
I have to assume they’re doing something like that in the lab for 4 years from now.