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An Open Source Machine Learning Framework for Everyone

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[xla:ffi] NFC: Clean up XLA FFI type aliases + delete deprecated alias + replace Shape with Dimensions because xla::Shape is widely used and has a different meaning, this is too...

In this change we replaces calls to GetBytes with calls to ByteSizeOfShapeWithSharding or ByteSizeOfShape, and get rid of GetBytes.

### Issue type Bug ### Have you reproduced the bug with TensorFlow Nightly? Yes ### Source binary ### TensorFlow version 2.16.1 ### Custom code Yes ### OS platform and distribution...

stat:awaiting response
type:bug
comp:apis
TF 2.16
2.17

Clean up reduction output indexing code. There's a lot of shared logic between row reduction and column reduction. For input indexing, we already have the common parts in the base...