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1. Install Dependencies:

  • Windows (CPU):

    $ pip install torch==1.4.0+cpu torchvision==0.5.0+cpu -f https://download.pytorch.org/whl/torch_stable.html
    

  • Linux (CPU/GPU):

    $ apt-get install libglib2.0-0 libsm6 libxrender1 libxext6
    

  • Mac (CPU):

    $ echo No dependency needed ":)"
    

2. Install FastEstimator:

  • Stable:
    $ pip install fastestimator
    
  • Most Recent:
    $ pip install fastestimator-nightly
    

Docker Hub

Docker containers create isolated virtual environments that share resources with a host machine. Docker provides an easy way to set up a FastEstimator environment. You can simply pull our image from Docker Hub and get started:

  • GPU:
    docker pull fastestimator/fastestimator:latest-gpu
    
  • CPU:
    docker pull fastestimator/fastestimator:latest-cpu