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From "ASF subversion and git services (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-232) Alexnet on Imagenet
Date Wed, 10 Aug 2016 06:02:21 GMT

    [ https://issues.apache.org/jira/browse/SINGA-232?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15414773#comment-15414773
] 

ASF subversion and git services commented on SINGA-232:
-------------------------------------------------------

Commit 8051720fd9cc64854ba8f26a6758b9c9d7d6ce59 in incubator-singa's branch refs/heads/dev
from [~Xiangrui]
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=8051720 ]

SINGA-232 Alexnet on Imagenet

Replace CudnnDropout with Dropout
Add argument "-h"


> 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.
> 5. snapshot, jpgencoder, timer, binfile_reader are slightly modified.



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