GPUs are better than CPUs at performing machine learning tasks since they can do many similar operations at the same time. GPUs have thousands of cores, and while each core is slower than a CPU core, the number of them make an operation like matrix multiplication, which is used very commonly in machine learning systems, very fast when compared to it being run on a CPU.
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