Is it allowed that a test case running on HDFS? Some of the test cases
requires HDFS.


2013/6/3 Yexi Jiang <[email protected]>

> OK, I will do that.
>
>
>
> 2013/6/3 Edward J. Yoon (JIRA) <[email protected]>
>
>
>>     [
>> https://issues.apache.org/jira/browse/HAMA-681?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13673763#comment-13673763]
>>
>> Edward J. Yoon edited comment on HAMA-681 at 6/3/13 11:21 PM:
>> --------------------------------------------------------------
>>
>> Unfortunately, build fails with some unit test error. Could you please
>> check this? (some file missed license headers).
>>
>> {code}
>> Tests run: 11, Failures: 2, Errors: 0, Skipped: 0
>>
>> [INFO]
>> ------------------------------------------------------------------------
>> [INFO] Reactor Summary:
>> [INFO]
>> [INFO] Apache Hama parent POM ............................ SUCCESS
>> [5.082s]
>> [INFO] core .............................................. SUCCESS
>> [3:28.851s]
>> [INFO] graph ............................................. SUCCESS
>> [25.043s]
>> [INFO] machine learning .................................. FAILURE
>> [28.648s]
>> [INFO] examples .......................................... SKIPPED
>> [INFO] yarn .............................................. SKIPPED
>> [INFO] hama-dist ......................................... SKIPPED
>> [INFO]
>> ------------------------------------------------------------------------
>> [INFO] BUILD FAILURE
>> [INFO]
>> ------------------------------------------------------------------------
>> [INFO] Total time: 4:28.855s
>> [INFO] Finished at: Tue Jun 04 07:45:57 KST 2013
>> [INFO] Final Memory: 60M/257M
>> [INFO]
>> ------------------------------------------------------------------------
>> [ERROR] Failed to execute goal
>> org.apache.maven.plugins:maven-surefire-plugin:2.6:test (default-test) on
>> project hama-ml: There are test failures.
>> [ERROR]
>> [ERROR] Please refer to
>> /home/edward/workspace/hama-trunk/ml/target/surefire-reports for the
>> individual test results.
>> [ERROR] -> [Help 1]
>> [ERROR]
>> {code}
>>
>> Once fixed, let's commit this patch to the TRUNK.
>>
>>       was (Author: udanax):
>>     Unfortunately, build fails with some unit tests fails. Could you
>> please check this? (some file missed license headers).
>>
>> {code}
>> Tests run: 11, Failures: 2, Errors: 0, Skipped: 0
>>
>> [INFO]
>> ------------------------------------------------------------------------
>> [INFO] Reactor Summary:
>> [INFO]
>> [INFO] Apache Hama parent POM ............................ SUCCESS
>> [5.082s]
>> [INFO] core .............................................. SUCCESS
>> [3:28.851s]
>> [INFO] graph ............................................. SUCCESS
>> [25.043s]
>> [INFO] machine learning .................................. FAILURE
>> [28.648s]
>> [INFO] examples .......................................... SKIPPED
>> [INFO] yarn .............................................. SKIPPED
>> [INFO] hama-dist ......................................... SKIPPED
>> [INFO]
>> ------------------------------------------------------------------------
>> [INFO] BUILD FAILURE
>> [INFO]
>> ------------------------------------------------------------------------
>> [INFO] Total time: 4:28.855s
>> [INFO] Finished at: Tue Jun 04 07:45:57 KST 2013
>> [INFO] Final Memory: 60M/257M
>> [INFO]
>> ------------------------------------------------------------------------
>> [ERROR] Failed to execute goal
>> org.apache.maven.plugins:maven-surefire-plugin:2.6:test (default-test) on
>> project hama-ml: There are test failures.
>> [ERROR]
>> [ERROR] Please refer to
>> /home/edward/workspace/hama-trunk/ml/target/surefire-reports for the
>> individual test results.
>> [ERROR] -> [Help 1]
>> [ERROR]
>> {code}
>>
>> Once fixed, let's commit this patch to the TRUNK.
>>
>> > Multi Layer Perceptron
>> > -----------------------
>> >
>> >                 Key: HAMA-681
>> >                 URL: https://issues.apache.org/jira/browse/HAMA-681
>> >             Project: Hama
>> >          Issue Type: New Feature
>> >          Components: machine learning
>> >            Reporter: Christian Herta
>> >            Assignee: Yexi Jiang
>> >              Labels: patch, perceptron
>> >         Attachments: HAMA-681.patch, perception.patch
>> >
>> >
>> > Implementation of a Multilayer Perceptron (Neural Network)
>> >  - Learning by Backpropagation
>> >  - Distributed Learning
>> > The implementation should be the basis for the long range goals:
>> >  - more efficent learning (Adagrad, L-BFGS)
>> >  - High efficient distributed Learning
>> >  - Autoencoder - Sparse (denoising) Autoencoder
>> >  - Deep Learning
>> >
>> > ---
>> > Due to the overhead of Map-Reduce(MR) MR didn't seem to be the best
>> strategy to distribute the learning of MLPs.
>> > Therefore the current implementation of the MLP (see MAHOUT-976) should
>> be migrated to Hama. First all dependencies to Mahout (Matrix-Library) must
>> be removed to get a standalone MLP Implementation. Then the Hama BSP
>> programming model should be used to realize distributed learning.
>> > Different strategies of efficient synchronized weight updates has to be
>> evaluated.
>> > Resources:
>> >  Videos:
>> >     - http://www.youtube.com/watch?v=ZmNOAtZIgIk
>> >     - http://techtalks.tv/talks/57639/
>> >  MLP and Deep Learning Tutorial:
>> >  - http://www.stanford.edu/class/cs294a/
>> >  Scientific Papers:
>> >  - Google's "Brain" project:
>> > http://research.google.com/archive/large_deep_networks_nips2012.html
>> >  - Neural Networks and BSP:
>> http://ipdps.cc.gatech.edu/1998/biosp3/bispp4.pdf
>> >  - http://jmlr.csail.mit.edu/papers/volume11/vincent10a/vincent10a.pdf
>>
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>
>
>
> --
> ------
> Yexi Jiang,
> ECS 251,  [email protected]
> School of Computer and Information Science,
> Florida International University
> Homepage: http://users.cis.fiu.edu/~yjian004/
>
>


-- 
------
Yexi Jiang,
ECS 251,  [email protected]
School of Computer and Information Science,
Florida International University
Homepage: http://users.cis.fiu.edu/~yjian004/

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