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Posted to dev@singa.apache.org by "wangwei (JIRA)" <ji...@apache.org> on 2016/06/17 14:42:05 UTC

[jira] [Updated] (SINGA-193) Add Python layers

     [ https://issues.apache.org/jira/browse/SINGA-193?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

wangwei updated SINGA-193:
--------------------------
    Summary: Add Python layers  (was: Add Python base layer class and dense layer class)

> Add Python layers
> -----------------
>
>                 Key: SINGA-193
>                 URL: https://issues.apache.org/jira/browse/SINGA-193
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: wangwei
>
> This ticket creates the base python layer for V1, which differs to the python layers of v0,3 in terms of the layer construction.
> 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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