A CPU core has a variety of arithmetic and logic circuits making it good for general purpose compute, whereas a GPU core (CUDA or Stream processor) has a much more limited set of logic units, which allows each one to be much smaller physically. This is why a GPU can fit thousands of cores while standard desktop CPUs are rarely more than 12.
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