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From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SINGA-65) Add an example of writing user-defined layers
Date Fri, 04 Sep 2015 00:47:45 GMT
wangwei created SINGA-65:
----------------------------

             Summary: 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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