[Export] Keep user-provided dynamic axes #1442
Merged
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When exporting models, we currently ignore user-provided dynamic axes argument and instead default to always making batch size dynamic. This overwrites other dynamic inputs, such as image size in yolov5.
The change here preserves the default of always setting the batch size to dynamic and preserves the user/integration input, giving preferences to dynamic batch size.
Test plan
Covered by existing tests
Local test
Running the command below and creating a deepspare pipeline with the resulting model and a custom image size.
sparseml.yolov5.export_onnx --weights zoo:cv/detection/yolov5-l/pytorch/ultralytics/coco/pruned94_quant-none --dynamic