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You can predict the token generation performance of a GPU or CPU by dividing the memory bandwidth by the size of the active parameters. By definition, that is a
by ryao 1y ago
You can predict the token generation performance of a GPU or CPU by dividing the memory bandwidth by the size of the active parameters. By definition, that is a memory bandwidth bottleneck. I have no idea why you think it is not.
Anyone who has worked on inference code knows that memory bandwidth is the principal bottleneck for token generation. For example:
https://github.com/ryao/llama3.c https://github.com/ryao/llama3.c