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https://issues.apache.org/jira/browse/SINGA-276?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15708235#comment-15708235
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Moaz Reyad commented on SINGA-276:
----------------------------------
This issue also includes:
1. Adding a link to the Docker image(s) in SINGA website (singa.apache.org) and
write instructions on how to use them.
2. Adding information about SINGA in the DockerHub page with a link to SINGA
website.
3. Currently there is an image in DockerHub
(https://hub.docker.com/r/nusdbsystem/dlaas-singa/) but it is too big:
{code:title=Check images size|borderStyle=solid}
$ sudo docker images
REPOSITORY TAG IMAGE ID CREATED
SIZE
ubuntu 14.04 4d44acee901c 4 days ago
187.9 MB
hello-world latest c54a2cc56cbb 4 months ago
1.848 kB
nusdbsystem/dlaas-singa latest 30a8bd5c7778 9 months ago
4.522 GB
{code}
I think it will be more useful to reduce the size from 4.5GB (given that Ubuntu
image size is 180MB). Only binary files for SINGA and dependent libraries are
needed in the image, and no need for compilers and other development tools. We
can create an image (singa-dev) for developers if needed.
> Create docker images
> --------------------
>
> Key: SINGA-276
> URL: https://issues.apache.org/jira/browse/SINGA-276
> Project: Singa
> Issue Type: Improvement
> Reporter: Moaz Reyad
>
> 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.
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