Mike Dusenberry created SYSTEMML-1819:
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Summary: Create Keras2DML: Keras frontend to SystemML
Key: SYSTEMML-1819
URL: https://issues.apache.org/jira/browse/SYSTEMML-1819
Project: SystemML
Issue Type: Bug
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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