wangwei created SINGA-340:
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Summary: Support Keras APIs
Key: SINGA-340
URL: https://issues.apache.org/jira/browse/SINGA-340
Project: Singa
Issue Type: New Feature
Components: PySINGA
Reporter: wangwei
Assignee: wangwei
Keras provides simple [functional APIs|https://keras.io/models/model/] for
beginners. Initially, it was developed using Theano as the backend. Two more
backends have been added, [Tensorflow and CNTK|https://keras.io/backend/].
It would be good to support the Keras APIs by SINGA. In other words, we add
SINGA as another backend of Keras. Then Keras users can use SINGA's
optimization for memory and speed without changing their code at all.
To support Keras APIs, we mainly need to implement the functional APIs by
calling SINGA's layer functions. Sub-tasks (and details) will be added in other
tickets.
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