how to get started with GPGPU?

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Now, GPGPU has become the the main hardware supporting AI computing, Especially AI training.

I'm a newbie of AI and GPU, and i want to know:

  1. any book to learn GPGPU?
  2. what the difference between "AI training" and "AI inference". Why desin a chip, that support AI inference, is easyer than desin a chip support AI training?
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