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Today there is news that Meta might not buy Google's TPU and instead choose AMD's GPU.
The reason behind this is firstly that Meta pursues control and does not want to be overly influenced or controlled by Google.
Another point is that Meta has not given up its ambition in the large model arms race.
Therefore, a more powerful TPU for inference is obviously not the optimal choice.