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Add a discussion point about CompositeTensor.
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penpornk committed May 20, 2020
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Expand Up @@ -317,8 +317,9 @@ Other sparse APIs follow NumPy and SciPy APIs. See links in [Supported Operation
* Any comments on the APIs?
* Are there any more operations that we should support?
* Should we add `CSRSparseMatrix` support to existing standard ops as well, e.g., `tf.math.{add,asin,atan,ceil}`, etc?
* Would love to hear more use cases.
* Would love to hear about more use cases.
* For neural networks, would CSR be useful for you (while Block CSR is still a future work)?
* Should we make CSRSparseMatrix a [CompositeTensor](https://cs.opensource.google/tensorflow/tensorflow/+/v2.2.0-rc4:tensorflow/python/framework/composite_tensor.py;l=31)? Would the effort be worth it since we will transition to the new TFRT/MLIR backend soon? How should this be prioritized?
* Should `SparseMatrix` replace `SparseTensor`?


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