Summary
POT expects the Intermediate Representation (IR) model that was processed with offline transformations.
Description
- Created the IR model in runtime using serialize in runtime
- Ran into the following error when directly importing the IR model with POT in runtime
assert len(node.in_nodes()) == 2, 'The Squeeze node {} must have 2 inputs'.format(node_name)
AssertionError: The Squeeze node Squeeze_1034 must have 2 inputs
Resolution
Direct import in runtime does not apply offline transformations to the model while POT expects the IR to be processed by offline transformations.
Apply offline transformations:
from openvino.offline_transformations import apply_moc_transformations
apply_moc_transformations(net_onnx, False)