singa-dev mailing list archives

Site index · List index
Message view « Date » · « Thread »
Top « Date » · « Thread »
From "wangwei (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SINGA-264) Extend the FeedForwardNet to accept multiple inputs
Date Tue, 18 Oct 2016 13:43:58 GMT
wangwei created SINGA-264:
-----------------------------

             Summary: Extend the FeedForwardNet to accept multiple inputs
                 Key: SINGA-264
                 URL: https://issues.apache.org/jira/browse/SINGA-264
             Project: Singa
          Issue Type: Improvement
            Reporter: wangwei


The current implementation of the feed-forward net assumes that the input data comes from
a single source, which does not work for nets with multiple input sources.

To enable multiple data sources and to be compatible with existing code, we can update the
code by adding a check for the x field of `def train(x, y)`
{code}
if type(x) is dict:  # multi sources
    # feed the value x[k] to the input layer with name k
else:  # single source
   feed x to the first layer, i.e. the input layer
{code}

Similarly we can also process multiple output (label) tensors.



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

Mime
View raw message