[QNN Quant] Ensure 16bit tensor quant overrides set MS domain#19684
Merged
adrianlizarraga merged 3 commits intomainfrom Feb 29, 2024
Merged
[QNN Quant] Ensure 16bit tensor quant overrides set MS domain#19684adrianlizarraga merged 3 commits intomainfrom
adrianlizarraga merged 3 commits intomainfrom
Conversation
adrianlizarraga
commented
Feb 28, 2024
Contributor
|
/azp run Windows GPU TensorRT CI Pipeline |
|
Azure Pipelines successfully started running 1 pipeline(s). |
xadupre
approved these changes
Feb 28, 2024
adrianlizarraga
deleted the
adrianl/set-ms-domain-from-tensor-quant-overrides
branch
zz002
pushed a commit
to zz002/onnxruntime
that referenced
this pull request
Mar 7, 2024
…oft#19684) ### Description Ensures that DQ and Q ops use the msft domain if tensor quantization overrides specify 16-bit integer types. ### Motivation and Context ONNX does not yet support 16bit integer types for QuantizeLinear and DequantizeLinear ops (coming soon). For now, DQ/Q ops must use the MSFT domain. We have to also check if tensor quantization overrides force the use of 16-bit quantization types. If so, we must correctly set the domain for Q/DQ ops.
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
3 participants
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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
Ensures that DQ and Q ops use the msft domain if tensor quantization overrides specify 16-bit integer types.
Motivation and Context
ONNX does not yet support 16bit integer types for QuantizeLinear and DequantizeLinear ops (coming soon). For now, DQ/Q ops must use the MSFT domain.
We have to also check if tensor quantization overrides force the use of 16-bit quantization types. If so, we must correctly set the domain for Q/DQ ops.