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From "ASF subversion and git services (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-388) Develop some RNN layers by calling tiny operations like matmul, addbias.
Date Wed, 22 Aug 2018 14:56:00 GMT

    [ https://issues.apache.org/jira/browse/SINGA-388?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16588970#comment-16588970
] 

ASF subversion and git services commented on SINGA-388:
-------------------------------------------------------

Commit a44a01c0f291cfca8a688570e3c752b1ef6ec829 in incubator-singa's branch refs/heads/master
from xuewanqi
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=a44a01c ]

SINGA-388 Develop some RNN layers by calling tiny operations like matmul, addbias

- Add unit test case for both vallina rnn and lstm.
  The unit test cases include gradients shape check as well as value check compared with numerical
  calculation results.

- Add device_check() to valina_rnn and lstm, this function can check the device of inputs
and
  paramerters. If the devices of them are not the same, the funciton can transfer them on
a same
  device.

- fix some bugs in test cases and source codes.


> Develop some RNN layers by calling tiny operations like matmul, addbias.
> ------------------------------------------------------------------------
>
>                 Key: SINGA-388
>                 URL: https://issues.apache.org/jira/browse/SINGA-388
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: Xue Wanqi
>            Priority: Major
>
> RNN layer can be divided as many smaller operations like matmul, addbias. in the ticket,
some RNN layers will be developed by calling these tiny operations.



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