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A comment on YOLOv5 on CPUs: Sparsifying to Achieve GPU-Level Performance. Parent comment
You use the expensive GPU for building the AI, then dumb it down for mass-deployment on cheap CPUs.
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You use the expensive GPU for building the AI, then dumb it down for mass-deployment on cheap CPUs.