openvinotoolkit/openvino
Vedi su GitHubExtend Python API with a new `model.reshape()` overload
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#18.347 aperta il 3 lug 2023
category: Python APIgood first issueno_stale
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Descrizione
Context
Currently there are multiple ways to reshape model inputs in Python API. They are defined as bindings to C++ code.
A new way to reshape has been suggested - implicit input reshaping with a list of input shapes. An example of new, desired overload/Python API function:
modelhas three inputs: A, B and Cmodelis being reshaped with a list of shapes:model.reshape([[2,2], [1, 3, 224, 244], [10]])- the given shapes are assigned to respective inputs:
A.shape = [2, 2]B.shape = [1, 3, 244, 244]C.shape = [10]
Python API model binding needs to be extended with a new overload which will add this functionality.
What needs to be done?
- Add a new overload for
model.reshapeinmodelC++ bindings - Add tests for the new functionality in the correct test file -
test_model.py - Submit a PR
- Wait for review
Resources
- Contribution guide - start here!
- How to extend OpenVINO Python API
- How to test OpenVINO Python API
- Blog post on contributing to OpenVINO
Contact points
@p-wysocki @jiwaszki @akuporos
Don't hesitate to reach out, we're here to help!
Ticket: 110444