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Posted to dev@singa.apache.org by "wangwei (JIRA)" <ji...@apache.org> on 2017/12/01 01:36:00 UTC

[jira] [Created] (SINGA-340) Support Keras APIs

wangwei created SINGA-340:
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             Summary: 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


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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