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Do we really need NPUs now?

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Microsoft with Copilot+ PCs, Google on the Pixel, Apple with iPhone and Macs, Qualcomm with Snapdragon X, Intel and AMD, all the tech companies want you to care about the NPU, Neural Processing unit or Neural engine in their new machines to run AI workloads, neural networks, etc. But are these chips any good?

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posted by gecerj