openvinotoolkit/openvino

[Good First Issue]: Support aten::logit, aten::special_logit

Open

#28,744 opened on Jan 30, 2025

View on GitHub
 (17 comments) (0 reactions) (1 assignee)C++ (3,229 forks)auto 404
category: PyTorch FEgood first issueno_stale

Repository metrics

Stars
 (10,286 stars)
PR merge metrics
 (Avg merge 14d 3h) (305 merged PRs in 30d)

Description

Context

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.

Add Support for the following operations: aten::logit

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 https://github.com/openvinotoolkit/openvino/pull/18998

Resources

Contact points

@openvinotoolkit/openvino-pytorch-frontend-maintainers

No response

Contributor guide

Research direction
Study the example PR to understand the pattern for adding a new operation. Implement the conversion rule in C++ and add corresponding tests in Python. Follow the contribution guide.
Tech stack
python
Domain
aibackend
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
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
C++Python
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
80