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From "Moaz Reyad (JIRA)" <>
Subject [jira] [Commented] (SINGA-349) Create layer operations for autograd
Date Mon, 21 May 2018 04:23:00 GMT


Moaz Reyad commented on SINGA-349:

If this task is already done and autograd is now ready, may be we need to :

* Update SINGA's Automatic differentiation status in Wikipedia page (

* Announce this new feature on SINGA social network accounts (See SINGA-366), since it is
a major issue. The announcement may explain this new feature in few lines with an example.

> Create layer operations for autograd
> ------------------------------------
>                 Key: SINGA-349
>                 URL:
>             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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