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Yes, CPU version can be accelerated as well, depending on availability of SSE extensions.

Shouldn't that be the default assumption? It's pretty rare to not have SSE.

On X86_64 it's impossible not to have SSE. So unless you develop for 32bit X86 systems you can assume the availability of vector instructions.

SSE is probably more common than a $1000 GPU.