Details
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Improvement
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Status: Resolved
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Major
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Resolution: Fixed
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None
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None
Description
Docker can be used to improve the usability of SINGA by creating images which are ready to use.
Following SINGA-274, the images can be
singa: the core package for singa C++ on CPU
singa-python: the pysinga, depends on singa pacakge on CPU
singa-gpu : the gpu version of the singa C++, depends on singa and extends it with the gpu features
singa-gpu-python: pysinga and gpu together. depends on singa-python and singa-gpu
singa-dlaas: depends on singa-python, adds the DL as a service (Rafiki) on CPU
singa-gpu-dlaas: depends on singa-gpu-python, adds the DL as a service (Rafiki) on GPU
GPU packages can be split into cuda and opencl.
Images should be uploaded into DockerHub
The images could be generated automatically from GitHub, see (https://docs.docker.com/docker-hub/github/). Each image will have a Docker file and make script to build it automatically with every change in GitHub.