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TensorFlow CentOS 8 Installation – Step-by-step

February 19, 2023 | By the+gnu+linux+evangelist.

PIP Setup

  1. 2. Installing PIP

    How to Install Python PIP in CentOS GNU/Linux

    PIP CentOS Installation Guide

  2. 3. Using TensorFlow

    Then to Use TensorFlow on CentOS
    For the Stable Release CPU-only:

    pip3 install --user tensorflow

    Again to install a Specific Version use:

    pip install -Iv --user tensorflow==[MYVERSION]

    Just Replace in the above Command [MYVERSION] with the choosen one, Eg. “2.10”.
    Instead for the enhanced GPU Release:

    pip3 install --user tf-gpu

    To use it see the Official TensorFlow GPU Docs , specifically the section on Device Placement.
    But for a Python 2 Setup Change pip3 in pip…
    For Nightly build CPU-only (unstable):

    pip3 install --user tf-nightly

    GPU package for CUDA-enabled GPU cards:

    pip3 install --user tensorflow-gpu

    Nightly build with GPU support (unstable):

    pip3 install --user tf-nightly-gpu

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