August 2019
Intermediate to advanced
202 pages
5h 9m
English
Content preview from What's New in TensorFlow 2.0
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GPU installation
Installing the GPU version of TensorFlow is slightly different from the process for the CPU version. It can be installed using both pip and Docker. The choice of installation process boils down to the end objective. The Docker-based process is easier as it involves installing fewer additional components. It also helps avoid library conflict. This can, though, introduce an additional overhead of managing the container environment. The pip-based version involves installing more additional components but offers a greater degree of flexibility and efficiency. It enables the resultant installation to run directly on the local host without any virtualization.
To proceed, assuming you have the necessary hardware set up, you would ...
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