April 2017
Intermediate to advanced
320 pages
7h 46m
English
Content preview from Deep Learning with TensorFlow
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How does it change the way people use it?
The main features offered by the latest release of TensorFlow are as follows:
- Faster computing: The major versioning upgrade to TensorFlow 1.0 has made its capability incredibly faster including a 7.3x speedup on 8 GPUs for inception v3 and 58x speedup for distributed Inception (v3 training on 64 GPUs).
- Flexibility: TensorFlow is not just a deep learning or machine learning software library but also great a library full with powerful mathematical functions with which you can solve most different problems. The execution model that uses the data flow graph allows you to build very complex models from simple sub-models. TensorFlow 1.0 introduces high-level APIs for TensorFlow, with tf.layers, tf.metrics ...
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