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From "ASF subversion and git services (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SINGA-346) Update cudnn from V5 to V7
Date Tue, 24 Apr 2018 10:53:00 GMT

    [ https://issues.apache.org/jira/browse/SINGA-346?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16449632#comment-16449632
] 

ASF subversion and git services commented on SINGA-346:
-------------------------------------------------------

Commit ef5fdaf652b1ac82e0edf0c07fc0499d13238581 in incubator-singa's branch refs/heads/master
from Wang Wei
[ https://git-wip-us.apache.org/repos/asf?p=incubator-singa.git;h=ef5fdaf ]

SINGA-346 Update cudnn from V5 to V7

Update conda build scripts to include cudnn (.h and .so) in conda singa package.


> Update cudnn from V5 to V7
> --------------------------
>
>                 Key: SINGA-346
>                 URL: https://issues.apache.org/jira/browse/SINGA-346
>             Project: Singa
>          Issue Type: Improvement
>            Reporter: Zhang Junzhe
>            Priority: Minor
>
> h2. Update cudnn from V5 to V7
> out of the 68 distinct cudnn functions used in SINGA:
> 4 functions in v5 not present in v7:
> 'cudnnActivationBackward_v4',
>  'cudnnActivationForward_v4',
>  'cudnnSetPooling2dDescriptor_v4',
>  'cudnnSetFilter4dDescriptor_v4'
> 4 functions API changed in v7:
> 'cudnnSetConvolution2dDescriptor', 
>  'cudnnSetRNNDescriptor',
>  'cudnnSetFilterNdDescriptor',
>  'cudnnSetTensorNdDescriptor'.
> h2. Update the Dockerfiles
> Dockerfiles are moved into tool/docker folder.
>  The conda package generation and testing docker containers (Dockerfiles) are separated.
> h2. Improve the compilation and test scripts
> Some env variables are removed to make the compilation and test easier, including numpy
path, CUDA version, etc.



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