A CPU is like a pocket knife and a GPU is like a surgeons scalpel.
The CPU is designed to be decent at pretty much everything. The GPU is designed to be really really good at it’s one specific purpose, which in the case of GPU os doing lots and lots and lots of fairly simple and extremely similar calculations in very little time.
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