singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Resolved] (SINGA-169) Add base Layer class for V1.0
Date Fri, 10 Jun 2016 05:16:21 GMT

     [ https://issues.apache.org/jira/browse/SINGA-169?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]

wangwei resolved SINGA-169.
---------------------------
    Resolution: Fixed
      Assignee: wangwei

> Add base Layer class for V1.0
> -----------------------------
>
>                 Key: SINGA-169
>                 URL: https://issues.apache.org/jira/browse/SINGA-169
>             Project: Singa
>          Issue Type: New Feature
>            Reporter: wangwei
>            Assignee: wangwei
>
> The new Layer class provides similar functionality as that in V0.3, i.e., store parameters,
and perform feature transformation and compute gradients of parameters.
> The difference is that we change the signature/API of ComputeFeature/ComputeGradient.
Now we accept features as arguments and return the transformed feature as outputs for Forward
(corresponding to the ComputeFeature function in v0.3). We accept gradients as arguments and
return the gradients of lower layers and parameters as return values for Backward function
(corresponding to the ComputeGradient function in v0.3).



--
This message was sent by Atlassian JIRA
(v6.3.4#6332)

Mime
View raw message