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Re:Cloud TPUs in Beta by deepnotderp on Monday February 12, 2018 @01:14PM (#16360556)
This is true of the TPU as well, check out their paper's utilization numbers. If you ignore one outlier at ~90% utilization, their utilization plummets. I'm glad people are finally looking past the b.s. "peak" numbers for once though.
Re:Cloud TPUs in Beta by jlebar on Monday February 12, 2018 @01:48PM (#16360871)
Has Google published data on the memory bandwidth of TPU v2 (aka "cloud TPU")? I'm having trouble finding it.

In any case I agree, we shouldn't be looking at the stated peak compute of either of the chips.

(Disclaimer: I work at Google on XLA, and have in the past worked on TPUs.)

Re:Cloud TPUs in Beta by boulos on Monday February 12, 2018 @02:09PM (#16361075)
From the blog post is the link to the fairly recent NIPS presentation: https://supercomputersfordl2017.github.io/Presentations/Imag...

which claims 2400 GB/s for the board and 600 GB/s per “chip”.

Re:Cloud TPUs in Beta by jlebar on Monday February 12, 2018 @02:31PM (#16361297)
This is in comparison to 900gb/s for V100.