TensorFlow 2.0.0-beta0 release, distributed strategies improvements, API freeze

TensorFlow 2.0.0-beta0 released. 2.0 focused on simplicity and ease of use, with the following update:

  • Easy to use to perform modeling and eager Keras
  • Be robust model deployed in production on any platform
  • Strong research experiments
  • API to simplify and reduce duplication by deleting deprecated endpoints

This version brings some improvements and bug fixes, highlights include:

  • Distributed Strategy: TF 2.0 users will be able to use the new tf.distribute.Strategy API with minimal code changes for distributed training, resulting in a good performance out of the box. Beta support more policies, as well as custom training to improve circulation and Keras subclasses model support.
  • API freeze: Symbol rename / deprecated and 2.0 API changes have been completed. 2.0 API is the final, also be provided as part of the module TensorFlow 1.14 compat.v2 version.

Details View Update:

https://github.com/tensorflow/tensorflow/releases/tag/v2.0.0-beta0

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