openvinotoolkit/openvino

[Good First Issue]: Support aten::bincount

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#28,526 opened on Jan 17, 2025

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category: PyTorch FEgood first issueno_stale

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Description

Context

OpenVINO component responsible for support of PyTorch models is called as PyTorch Frontend (PT FE). PT FE converts a model represented as TorchScript model to a model in OpenVINO opset.

What needs to be done?

  • Implement conversion rule and/or transformation to support the new operation.
  • Implement operation tests in tests/layer_tests/pytorch_tests. Please consider different data types, but keep reasonable number of test cases

Example Pull Requests

#18998

Resources

Contact points

@openvinotoolkit/openvino-pytorch-frontend-maintainers

Ticket

188843

Contributor guide

Research direction
Study the example PRs and implement a conversion rule for aten::bincount in the PyTorch frontend, adding corresponding tests in the test directory.
Tech stack
pythonpytorch
Domain
backend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
2
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
Half day
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
GitC++Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60