RFC: CompositeTensor Layering for tf.function #437
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
This RFC will be open for comment until Thursday, December 1st, 2022.
CompositeTensor Layering for tf.function
Objective
This document proposes updates to the tf.function tracing API for layering CompositeTensor and removing dependencies on CompositeTensor for tf.function and its components. It is a part of the tf.function layering effort to reduce the complexity of tf.function and abstract various logic away from tf.function to simplify its mental model.
Scope of this document