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Posted to dev@singa.apache.org by "Wang Ji (JIRA)" <ji...@apache.org> on 2015/10/31 13:46:27 UTC

[jira] [Created] (SINGA-98) Add Support for AlexNet ImageNet Classification Model

Wang Ji created SINGA-98:
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             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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