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Quick summary
Backed-specific code should generally not exist in hls4ml/model/layers.py, so the backend-specific transposing of weights should not be part of the standard internal representation (IR).
Details
For Conv2DBatchnorm in the standard IR there is a different transpose made based on the backend:
Prerequisites
Quick summary
Backed-specific code should generally not exist in
hls4ml/model/layers.py
, so the backend-specific transposing of weights should not be part of the standard internal representation (IR).Details
For
Conv2DBatchnorm
in the standard IR there is a different transpose made based on the backend:hls4ml/hls4ml/model/layers.py
Lines 560 to 569 in eb70a61
The standard IR should not depend on the backend. This logic needs to be moved to backend-specific code.
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