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Question 1: I don't think they ran AlphaGo or AlphaGoZero in training mode during tournament matches because the computing power required for this is really large. I don't recall if this is described in the documentary but see this quote from the AlphaZero paper (page 4): using 5,000 first-generation TPUs (15) to generate self-play games and 64 second-...

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