> Zero was reportedly very strong with 4 TPU. If we say 1 TPU = 1 GTX 1080
> Ti...

4 TPU is 180 TFLOPS, or 45 TFLOPS each [1]

GTX 1080Ti is 11.3 TFLOPs [2], or 9 TFLOPS for the normal 1080.

So 4 TPUs are more like 15-20 times faster than a high-end gaming notebook.

(I'm being pedantic; I expect your main point still stands even if it is
20x. And if not, the AlphaZero results were at 5s/move - people wanting
a world-class game could give it 30s or even 60s/move.)

Darren


[1]: https://en.wikipedia.org/wiki/Tensor_processing_unit
[2]:
https://www.anandtech.com/show/11180/the-nvidia-geforce-gtx-1080-ti-review
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