Deepo is a series of Docker images that allows you to quickly set up your deep learning research environment, supports almost all commonly used deep learning frameworks, supports GPU acceleration (CUDA and cuDNN included), also works in CPU-only mode, and works on Linux (CPU version/GPU version), Windows (CPU version) and OS X (CPU version). Their Dockerfile generator that allows you to customize your own environment with Lego-like modules, and automatically resolves the dependencies for you. For users in China who may suffer from slow speeds when pulling the image from the public Docker registry, you can pull deepo images from the China registry mirror by specifying the full path, including the registry, in your docker pull command. This should work and enables Deepo to use the GPU from inside a docker container.

Features

  • Set up your deep learning research environment
  • Supports almost all commonly used deep learning frameworks
  • Supports GPU acceleration (CUDA and cuDNN included), also works in CPU-only mode
  • Works on Linux (CPU version/GPU version), Windows (CPU version) and OS X (CPU version)
  • Allows you to customize your own environment with Lego-like modules
  • Automatically resolves the dependencies for you

Project Samples

Project Activity

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License

MIT License

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Python

Related Categories

Python Machine Learning Software, Python Deep Learning Frameworks

Registered

2021-09-08