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From "Wang Ji (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SINGA-98) Add Support for AlexNet ImageNet Classification Model
Date Sat, 31 Oct 2015 12:46:27 GMT
Wang Ji created SINGA-98:
----------------------------

             Summary: Add Support for AlexNet ImageNet Classification Model
                 Key: SINGA-98
                 URL: https://issues.apache.org/jira/browse/SINGA-98
             Project: Singa
          Issue Type: New Feature
            Reporter: Wang Ji


This ticket is for ImageNet Classification model a.k.a AlexNet.
This model is a replication of the CNN model described [AlexNet](http://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks)
publication.
This model is used to classify high resolution imagines from ImageNet dataset.
To implement this model, convolutional layer is needed to add a feature that support for partitioning
the input and output channels into groups to stimulate the net structure described in the
original publication. Input layer needs features to support data augmentation.



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