November 2017
Intermediate to advanced
304 pages
6h 58m
English
Content preview from Machine Learning with TensorFlow 1.x
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Installing TensorFlow
TensorFlow conveniently offers several types of installation and operates on multiple operating systems. The basic installation is CPU-only, while more advanced installations unleash serious horsepower by pushing calculations onto the graphics card, or even to multiple graphics cards. We recommend starting with a basic CPU installation at first. More complex GPU and CUDA installations will be discussed in Appendix, Advanced Installation.
Even with just a basic CPU installation, TensorFlow offers multiple options, which are as follows:
- A basic Python pip installation
- A segregated Python installation via Virtualenv
- A fully segregated container-based installation via Docker
We recommend a Python installation via Virtualenv, ...
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