It is true that AlphaZero used magnitudes more cycles than a human brain, because the convergence speed of today's compositional function learning algorithms is a far cry from what evolution has discovered. But still, it outperformed 2700 years of cumulated human Go cognition!
remember how DeepMind bragged about how AlphaZero only required four hours of training? maybe so, but check out the insane amount of compute they managed to burn in those four hours. illuminating graph @OpenAIhttps://blog.openai.com/ai-and-compute/
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True, but what are 5000 TPUs comparing to the scale of a typical google data center?
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I like the linear chart much more.
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Looking at that plot on a linear scale just made me laugh
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