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Add the capabilities in LBANN to act as a backend for the keras framework. This would probably look something like:
Creating a LBANN prototext model based on Keras model description
Allowing the Keras train call to launch LBANN in a separate process
Somehow return control back to Keras
Some of the caveats are that we will only support layers that have a direct correspondence in the LBANN implementation. Can we expose an API into LBANN that allows Keras to reach into using a polling approach to monitor progress.
Note that this type of interface would not be a full implementation of the backend API, but it would allow LBANN to take advantage of network generation techniques in python.
The text was updated successfully, but these errors were encountered:
Add the capabilities in LBANN to act as a backend for the keras framework. This would probably look something like:
Some of the caveats are that we will only support layers that have a direct correspondence in the LBANN implementation. Can we expose an API into LBANN that allows Keras to reach into using a polling approach to monitor progress.
Note that this type of interface would not be a full implementation of the backend API, but it would allow LBANN to take advantage of network generation techniques in python.
The text was updated successfully, but these errors were encountered: