May 2018
Beginner
490 pages
13h 16m
English
Content preview from Artificial Intelligence By Example
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Optimizing speed with Google's Tensor Processing Unit
Exploring a unit-testing model represents an effort on our part. Now, imagine having to build a model that is 10 times this size. Training the model to find out where and why things went wrong may prove time consuming.
Google has come up with an innovation: a Tensor Processing Unit (TPU). Google Search, Google Translate, and Google Photos use a TPU to speed up computations.
Making that available to us on its data centers will make a difference. TensorBoard already has a key function you might want to explore while building a complex and time-consuming model. This function is the TPU Compatibility option on TensorBoard (see the following screenshot).
TPU Compatibility
Click on TPU Compatibility ...
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