openvinotoolkit/openvino

[Good First Issue]: Support aten::cross_entropy_loss

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#29,647 opened on Mar 24, 2025

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good first issueno_stale

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Description

Context

Operation list to be supported: aten::cross_entropy_loss

What needs to be done?

Enable the support system for the list of operations in PyTorch Frontend.

Example Pull Requests

#29511 #29585

Resources

Contact points

@mvafin

Ticket

No response

Contributor guide

Research direction
Study existing PRs #29511 and #29585 to understand the pattern for adding a new operator. Identify the necessary changes in the PyTorch frontend of OpenVINO. Look for cross entropy loss in the PyTorch opset and implement support similar to existing ops.
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.
1-3 hours
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++PythonPyTorch
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
65