CPUs use a few fast cores and are much better at complex linear tasks and GPUs use many weak cores and are better at parallel tasks. To use an analogy, the CPU does the hard math problems and the GPU does many, many easy problems all at once. Together they can tackle any test quickly and efficiently.
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