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From "ASF subversion and git services (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-65) Add an example of writing user-defined layers
Date Fri, 04 Sep 2015 12:51:45 GMT

    [ https://issues.apache.org/jira/browse/SINGA-65?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14730740#comment-14730740
] 

ASF subversion and git services commented on SINGA-65:
------------------------------------------------------

Commit 7306bcffb0a6c04144d801c1bb298859a71b9b4a in incubator-singa's branch refs/heads/tutorial
from wangwei
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=7306bcf ]

SINGA-65 Add an example of implementing user's own layers

Move the complete code into example/mlp/full foder.
Remove some code in the source files to let users fill in.


> 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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