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Outdated suggestions cannot be applied.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.
Description
currently, the broadcasting of the
MatMul
operator does not correctly handle zero-sized batch dimensions. By the numpy standard, when one matrix has length 0 in one batch dimension and the other matrix has length 1 in that dimension, it should be broadcasted to length 0. Instead, onnxruntime currently raises an error in that case.I modified the computation of
output_dims
to fix that error.Motivation and Context
We came across this problem when testing the onnxruntime via onnx-tests.