onnxruntime/tools/python/util/qdq_helpers
Edward Chen 9f942e1a3e
Graph transformer to ensure unique DQ nodes for QDQ node units (#15145)
### Description
<!-- Describe your changes. -->

Add required graph transformer to duplicate DQ nodes to ensure that QDQ
node units have unique DQ nodes. This condition is necessary for QDQ
node unit processing.

### Motivation and Context
<!-- - Why is this change required? What problem does it solve?
- If it fixes an open issue, please link to the issue here. -->

There is an existing Python utility that does this: 

c7ced7a5e9/tools/python/util/qdq_helpers/qdq_model_utils.py (L77)

This PR implements it as a graph transformer so it is integrated into
ORT and does not require a separate step to update the model. There are
also tests to ensure that its effects are not undone by basic level
graph optimizations.
2023-03-31 08:39:43 +10:00
..
__init__.py
optimize_qdq_model.py Graph transformer to ensure unique DQ nodes for QDQ node units (#15145) 2023-03-31 08:39:43 +10:00