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Posted to dev@singa.apache.org by "Xiangrui (JIRA)" <ji...@apache.org> on 2016/08/08 06:46:20 UTC

[jira] [Created] (SINGA-232) Alexnet on Imagenet

Xiangrui created SINGA-232:
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             Summary: Alexnet on Imagenet
                 Key: SINGA-232
                 URL: https://issues.apache.org/jira/browse/SINGA-232
             Project: Singa
          Issue Type: New Feature
            Reporter: Xiangrui


Implement Alexnet on Imagenet. 
1. The model is following https://papers.nips.cc/paper/4824-imagenet-classification-with-deep-convolutional-neural-networks.pdf.
2. The data is created offline, including multiple training files, one test file and one mean file. All of them are in binary format. This part is implemented via writer, encoder in SINGA.
3. Loading data in multiple threads. This part needs reader, decoder and transformer in SINGA. 
4. This example need OpenCV support.




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