nusdbsystem/singa repository overview

⁠Links

SINGA website⁠, Github repository⁠.

⁠Availabe images

• For the devel images, the container has a incubator-singa folder in the root directory, which has the latest SINGA code. The code has been compiled into incubator-singa/build directory and PySINGA has been installed.
• For the runtime images, the container has only installed the PySINGA.

⁠Usage

To use the runtime and devel images, execute docker run -it nusdbsystem/singa:<Tag> /bin/bash

To use the cuda enabled images, execute nvidia-docker run -it nusdbsystem/singa:<Tag> /bin/bash

⁠Tag naming style

singa:devel|runtime[-OS][-CUDA|OPENCL][-CUDNN]

• devel: development images with all dependent libs' header files installed and SINGA's source code;
• runtime: the minimal images which can run SINGA programs.
• OS: ubuntu, ubuntu14.04, centos, centos6
• CUDA: cuda, cuda8.0, cuda7.0
• CUDNN: cudnn, cudnn5, cudnn4
• OPENCL: opencl, opencl1.2

By default, if the version is not included in the tag, the latest stable version is used. The default OS is ubuntu. The version is the latest stable version (e.g., 16.04 for now). For -cuda version, the cudnn is included by default. Their versions are also the latest stable version, i.e., cuda-8.0 and cudnn-5 for now.