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https://issues.apache.org/jira/browse/SINGA-340?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Hao Chun Chang updated SINGA-340:
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Comment: was deleted
(was: Hi, I would like to work on this.
Is there something I can look into as a starting point?)
> 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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