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Posted to dev@singa.apache.org by "Xue Wanqi (JIRA)" <ji...@apache.org> on 2018/04/19 16:20:00 UTC

[jira] [Updated] (SINGA-349) Create layer operations for autograd

     [ https://issues.apache.org/jira/browse/SINGA-349?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Xue Wanqi updated SINGA-349:
----------------------------
    Description: 
Add more larger autograd operations, such as convolution_2d(), pooling().
These operations can be implemented in two ways:
1.create cpp operations and export them to python vis swig
2. by calling some existing layers, package the corresponding layers into new operations.
The second method is preferred as it is much more easier.

  was:Add more larger autograd operations, such as convolution_2d(), pooling().


> Create layer operations for autograd
> ------------------------------------
>
>                 Key: SINGA-349
>                 URL: https://issues.apache.org/jira/browse/SINGA-349
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: Xue Wanqi
>            Priority: Major
>
> Add more larger autograd operations, such as convolution_2d(), pooling().
> These operations can be implemented in two ways:
> 1.create cpp operations and export them to python vis swig
> 2. by calling some existing layers, package the corresponding layers into new operations.
> The second method is preferred as it is much more easier.



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