Add an option to configure layout assignment for transposes on GPU backend. #1485
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Outdated suggestions cannot be applied.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.
Add an option to configure layout assignment for transposes on GPU backend.
By default, layout assignment tries to assign a layout to transposes that make
them a bitcast. This layout is then propagated inside the HloComputation, which
means if it does not cancel out with another transpose, there may be a copy op
in some other part of the computation. This copy will later be turned back into
a transpose. If you want to avoid that transposes are moved around, you can try
setting this new option to false:
"XLA_FLAGS=--xla_gpu_transpose_to_bitcast=false"