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From "ASF subversion and git services (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-204) Support the training of feed-forward neural nets
Date Mon, 27 Jun 2016 14:11:52 GMT

    [ https://issues.apache.org/jira/browse/SINGA-204?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15351078#comment-15351078
] 

ASF subversion and git services commented on SINGA-204:
-------------------------------------------------------

Commit d826b2e856b778b02b74be1659e990820538cffb in incubator-singa's branch refs/heads/dev
from [~flytosky]
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=d826b2e ]

SINGA-204 Support the training of feed-forward neural nets

Draft FeedForwardNet including functions for
1. training, training for one mini-batch
2. evaluation, evaluation for one mini-batch

Draf the Alexnet model for Cifar10 dataset,
1. Cifar10 class for reading the dataset
2. alexnet.cc for creating the FeedForwardNet and conducting the training.


> Support the training of feed-forward neural nets
> ------------------------------------------------
>
>                 Key: SINGA-204
>                 URL: https://issues.apache.org/jira/browse/SINGA-204
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: wangwei
>
> For feed-forward neural nets, their layers construct a directly acyclic graph. For this
ticket, we are going to implement add a FeedForwordNet to training these nets, which 
> 1. consists of a set of directly connected layers, and 
> 2. provides functions for constructing the net by adding layers one by one
> 3. provides access functions for layers and parameters.
> 4. provides functions for forward and backward



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