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https://issues.apache.org/jira/browse/SYSTEMML-1819?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Mike Dusenberry updated SYSTEMML-1819:
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Issue Type: New Feature (was: Bug)
> Create Keras2DML: Keras frontend to SystemML
> --------------------------------------------
>
> Key: SYSTEMML-1819
> URL: https://issues.apache.org/jira/browse/SYSTEMML-1819
> Project: SystemML
> Issue Type: New Feature
> Reporter: Mike Dusenberry
>
> This task covers the creation of a "Keras2DML" frontend for SystemML, built
> upon the Caffe2DML infrastructure, that will allow users to define (and even
> train) models in Keras and then import them into SystemML for distributed
> training and prediction. As an initial set of thoughts, the input could be
> either (1) a Keras {{Model}} object, or (2) a saved Keras model hdf5 file,
> and the output of training could be either (1) a Keras {{Model}} object, (2)
> a saved Keras model hdf5 file, or (3) a SystemML model.
> This would be a step towards a full-blown, official backend for Keras. The
> main goal here would be to allow users to be able to transparently make use
> of distributed training, without having to learn the details of SystemML.
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