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Posted to dev@singa.apache.org by "wangwei (JIRA)" <ji...@apache.org> on 2016/06/10 04:11:21 UTC

[jira] [Created] (SINGA-193) Add Python base layer class and dense layer class

wangwei created SINGA-193:
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             Summary: Add Python base layer class and dense layer class
                 Key: SINGA-193
                 URL: https://issues.apache.org/jira/browse/SINGA-193
             Project: Singa
          Issue Type: New Feature
            Reporter: wangwei
            Assignee: wangwei


The python layers should provide intuitive APIs for uses to configure the layer. Keras API would be a reference.
We need to consider the param specs in the layer creation which is missing in Keras APIs.
The python layer would be uniform for cudnn, opencl and cpp. A backend field would be used to create the C++ layer, e.g., cudnnPooling or openclPooling. 

The python version of dense layer would be provided as an example.




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