August 2019
Intermediate to advanced
202 pages
5h 9m
English
Content preview from What's New in TensorFlow 2.0
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Changes from TF 1.x
The first major difference between TF 1.x and TF 2.0 is the API organization. TF 2.0 has reduced the redundancies in the API structure. Major changes include the removal of tf.app, tf.flags, and tf.logging in favor of other Python modules, such as absl-py and the built-in logging function.
The tf.contrib library is also now removed from the main TensorFlow repo. The code implemented in this library has either been moved to a different location or has been shifted to the TensorFlow add-ons library. The reason for this move is that the contrib module had grown beyond what could be maintained in a single repository.
Other changes include the removal of the QueueRunner module in favor of using tf.data, the removal of graph ...
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