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Provide standard deep learning docker images #4227

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hzy46 opened this issue Feb 24, 2020 · 1 comment
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Provide standard deep learning docker images #4227

hzy46 opened this issue Feb 24, 2020 · 1 comment

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@hzy46
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hzy46 commented Feb 24, 2020

We use docker images from deepo as the default images in OpenPAI. It is okay for basic needs. However, deepo suffers from the following problems:

  • The version of the deep learning framework, such as TensorFlow and PyTorch, is not fixed even with the same tag.
  • Lacks some basic functions, such as SSH and Jupyter Notebook.

To enhance the user experience, we could build the following docker images:

  • Python 3
  • TensorFlow/PyTorch/MXNet/CNTK, tagged by version.
  • With/Without GPU support.
  • With SSH and Jupyter Notebook support.
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