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From "Vaibhav (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-340) Support Keras APIs
Date Tue, 09 Apr 2019 07:46:00 GMT

    [ https://issues.apache.org/jira/browse/SINGA-340?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16813087#comment-16813087
] 

Vaibhav commented on SINGA-340:
-------------------------------

Any updates on this issue? Tensorflow now provides Keras APIs too and it would be great to
have support for them.

> Support Keras APIs
> ------------------
>
>                 Key: SINGA-340
>                 URL: https://issues.apache.org/jira/browse/SINGA-340
>             Project: Singa
>          Issue Type: New Feature
>          Components: PySINGA
>            Reporter: wangwei
>            Assignee: wangwei
>            Priority: Major
>         Attachments: Keras_backend.xlsx
>
>
> Keras provides simple [functional APIs|https://keras.io/models/model/] for beginners.
Initially, it was developed using Theano as the backend. Two more backends have been added,
[Tensorflow and CNTK|https://keras.io/backend/].
> It would be good to support the Keras APIs by SINGA. In other words, we add SINGA as
another backend of Keras. Then Keras users can use SINGA's optimization for memory and speed
without changing their code at all.
> To support Keras APIs, we mainly need to implement the functional APIs by calling SINGA's
layer functions. Sub-tasks (and details) will be added in other tickets. 



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