Added API to retrieve indices from the quantization layer #41
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Outdated suggestions cannot be applied.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.
Summary:
Exposes the indices of the embedding vectors that were chosen in the quantisation layer during nearest neighbor lookup. These indices can be used in downstream tasks, such as a transformer decoder for cross-modal retrieval/generation.
Test plan:
Expanded existing unit tests in
test/modules/layers/test_quantisation.py::TestQuantisation::test_quantised_output
and ranpytest test/modules/layers/test_quantisation.py