Algorithms alone are not enough: AI breaks through the next stop and needs to re-examine the hardware

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Today’s artificial intelligence has a very important problem: it is too expensive. The cost of training a modern computer vision model Resnet-152 is about 10 billion floating point operations, which pales in comparison to modern language models.