wangwei created SINGA-300:
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Summary: Add residual networks for imagenet classification
Key: SINGA-300
URL: https://issues.apache.org/jira/browse/SINGA-300
Project: Singa
Issue Type: New Feature
Reporter: wangwei
This ticket would add a couple of residual networks trained over ImageNet.
Pre-trained parameters from torch are converted into python dictionary and
dumped via cPickle.
In particular, the following residual networks are implemented
1. Original residual network https://arxiv.org/abs/1512.03385
2. Pre-activation residual network https://arxiv.org/abs/1603.05027
3. Wide residual network http://arxiv.org/abs/1605.07146
reference:
https://github.com/facebook/fb.resnet.torch
https://github.com/szagoruyko/wide-residual-networks
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