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Posted to dev@singa.apache.org by "ASF subversion and git services (JIRA)" <ji...@apache.org> on 2015/10/11 12:20:05 UTC

[jira] [Commented] (SINGA-85) Add functions for extracting features and test new data

    [ https://issues.apache.org/jira/browse/SINGA-85?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14952249#comment-14952249 ] 

ASF subversion and git services commented on SINGA-85:
------------------------------------------------------

Commit 288a2ab94b8d1d5c04932ad21fc940a1d9c9af5c in incubator-singa's branch refs/heads/master from wang sheng
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=288a2ab ]

SINGA-85 Add functions for extracting features and test new data

Make cpplint remove duplicated SINGA in header guard
Change checkpoint path in examples/cifar10/job.conf
All modified files passed cpplint


> Add functions for extracting features and test new data
> -------------------------------------------------------
>
>                 Key: SINGA-85
>                 URL: https://issues.apache.org/jira/browse/SINGA-85
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: wangwei
>
> This ticket will add test functions in Worker and Driver classes.
> These functions will provided two functionalities,
> 1. test the performance of a previously trained model, whose parameters are loaded from checkpoint files. 
> 2. extract the features from some middle layers of the neural net. The input data does not have labels. To extract features from one layer, an output layer would be added after this layer. Two output layers will be implemented at first 
>     * ProtoRecordOutpuLayer which writes the feature as SingleLabelImageRecord into KVFile
>     * CSVRecordOutputLayer which writes the feature as CSV line into TextFile.



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