Convert input for quantized YOLOv8 #1521
Merged
Conversation
This file contains 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
…e model is quantized
bfineran
previously approved these changes
Apr 13, 2023
natuan
reviewed
Apr 13, 2023
bfineran
approved these changes
Apr 14, 2023
mgoin
approved these changes
Apr 19, 2023
bfineran
pushed a commit
that referenced
this pull request
Jun 15, 2023
* Added call to function that skips the quantization of the input if the model is quantized * Removed bare exception * Move input data type conversion upstream so it is properly saved and used as input to ort * Style and quality fixes --------- Co-authored-by: Michael Goin <[email protected]>
bfineran
added a commit
that referenced
this pull request
Jun 15, 2023
* Added call to function that skips the quantization of the input if the model is quantized * Removed bare exception * Move input data type conversion upstream so it is properly saved and used as input to ort * Style and quality fixes --------- Co-authored-by: Alexandre Marques <[email protected]> Co-authored-by: Michael Goin <[email protected]>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
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Outdated suggestions cannot be applied.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.
Added call to function that skips the quantization of the input if the model is quantized. After that it expects the input to be quantized.
Testing plan:
Exported YOLOv8s dense quantized. Verified that the input is quantized and the QuantizationLinear node is removed. Tested for accuracy and latency on deepsparse.