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tpu

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jankrynauw
jankrynauw commented Jun 6, 2019

We would like to forward a particular 'key' column which is part of the features to appear alongside the predictions - this is to be able to identify to which set of features a particular prediction belongs to. Here is an example of predictions output using the tensorflow.contrib.estimator.multi_class_head:

{"classes": ["0", "1", "2", "3", "4", "5", "6", "7", "8", "9"],
 "scores": [0.068196
Keno
Keno commented Dec 12, 2018

Currently we say things like "<8 TPU chips in 2x2x2 topology>", which is informative, but doesn't match Google terminology. We could try printing something like "<TPUv3-8 in 2x2 topology>". We don't get the chip kind information from the topology, but we could for now just determine it from the memory information.

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