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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-406) [Rafiki] Add POS tagging task & add GPU support (0.0.7)
Date Mon, 19 Nov 2018 06:55:00 GMT

    [ https://issues.apache.org/jira/browse/SINGA-406?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16691303#comment-16691303
] 

wangwei commented on SINGA-406:
-------------------------------

2.  In the documentation page, 
{noformat}
If the model is to be run on GPU, Rafiki will make a best-effort attempt to map dependencies
to their GPU-enabled versions, if required. For example, { 'tensorflow': '1.12.0' } will be
installed as { 'tensorflow-gpu': '1.12.0' }{noformat}
it means we (rafiki developer) need to manually do some adjustment for some libs. The gpu
case is one example. Another example: if the base worker image is extended from nvidia/cuda:9.0-runtime-ubuntu16.04
and the default version of the lib (e.g., tf) from PIP requires cuda 8.0 or cuda10.0, we need
to find the proper lib to install it (using pip or conda). We can handle singa in the same
way.

> [Rafiki] Add POS tagging task & add GPU support (0.0.7)
> -------------------------------------------------------
>
>                 Key: SINGA-406
>                 URL: https://issues.apache.org/jira/browse/SINGA-406
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: Ngin Yun Chuan
>            Priority: Major
>
> Refer to https://github.com/nginyc/rafiki/pull/71 for details



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