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Posted to dev@singa.apache.org by "wangwei (JIRA)" <ji...@apache.org> on 2015/10/10 13:04:05 UTC

[jira] [Resolved] (SINGA-65) Add an example of writing user-defined layers

     [ https://issues.apache.org/jira/browse/SINGA-65?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

wangwei resolved SINGA-65.
--------------------------
    Resolution: Fixed

example/rnnlm has user-defined layers.

> Add an example of writing user-defined layers
> ---------------------------------------------
>
>                 Key: SINGA-65
>                 URL: https://issues.apache.org/jira/browse/SINGA-65
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>
> SINGA's code has been modularized to support user extension.
> This ticket creates a full example of writing training using user defined layers.
> This example has the same neural net as the deep MLP example for digits recognition over the MNIST dataset. Instead of using the built-in InnerProductLayer and STanhLayer, we create a HiddenLayer as user-defined layer which applies inner-product and scaled Tanh transformations together.
> Makefile.example is provided to compile and link user code.



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