PaddlePaddle/Paddle2ONNX
Nov 2024 – Feb 2025
4 Months active
Languages Used
C++PythonTOMLBatchCMakeMarkdownShellYAML
Technical Skills
Attribute HandlingC++C++ DevelopmentCode RefactoringCompiler DevelopmentControl Flow
0x3878f
PROFILE
0x3878f
Worked on the PaddlePaddle/Paddle2ONNX repository, delivering core improvements to model export, operator coverage, and cross-platform deployment. Focused on expanding IR-to-ONNX translation, enhancing control-flow and operator mapping, and stabilizing the exporter for broader PaddlePaddle model support. Leveraged C++ and Python to implement new features, refactor converter logic, and address runtime edge cases, while integrating CI/CD pipelines and cross-platform build systems using CMake and GitHub Actions. Improved documentation, streamlined build processes, and expanded data type handling to support ONNX compatibility. The work enabled more reliable, portable model conversion and accelerated integration into downstream machine learning workflows and deployment pipelines.
Overall Statistics
Feature vs Bugs
77%Features
Repository Contributions
82Total
Bugs
11
Commits
82
Features
36
Lines of code
9,758
Activity Months4
Your Network
9 peopleShared Repositories
9
Work History
February 2025
15 Commits • 3 Features
Feb 1, 2025February 2025 Paddle2ONNX: CI/CD stability, build process cleanup, exporter/mapper robustness, and documentation/versioning improvements that deliver more reliable artifacts, clearer release readiness, and faster iteration cycles. Primary focus was aligning CI with the main development branch, streamlining build and artifact workflows, hardening ONNX export and mapping logic, and tightening documentation and version discipline. Additional emphasis on stabilizing automated tests to reduce noise in CI.
15 Commits • 3 Features
Feb 1, 2025February 2025 Paddle2ONNX: CI/CD stability, build process cleanup, exporter/mapper robustness, and documentation/versioning improvements that deliver more reliable artifacts, clearer release readiness, and faster iteration cycles. Primary focus was aligning CI with the main development branch, streamlining build and artifact workflows, hardening ONNX export and mapping logic, and tightening documentation and version discipline. Additional emphasis on stabilizing automated tests to reduce noise in CI.
February 2025
January 2025
16 Commits • 4 Features
Jan 1, 2025January 2025 performance summary for PaddlePaddle/Paddle2ONNX focusing on reliability, interoperability, and performance. Delivered pipeline and testing improvements, core converter fixes and refactors, opset upgrades, and expanded data-type support to broaden ONNX compatibility and streamline releases.
January 2025
16 Commits • 4 Features
Jan 1, 2025January 2025 performance summary for PaddlePaddle/Paddle2ONNX focusing on reliability, interoperability, and performance. Delivered pipeline and testing improvements, core converter fixes and refactors, opset upgrades, and expanded data-type support to broaden ONNX compatibility and streamline releases.
December 2024
18 Commits • 4 Features
Dec 1, 2024For December 2024, Paddle2ONNX delivered stability and breadth gains across runtime robustness, operator enhancements, PIR ecosystem improvements, and cross-platform packaging. Key outcomes include core runtime fixes ensuring reliable inference across broadcasting, shape64 handling, Zero-rank ReduceMax, and edge cases in multiclass_nms3; expanded operator support and PIR integration (Split, SetValue, PIR API exposure, and operator registration improvements); and robust platform CI/build and packaging enhancements enabling macOS/Windows builds and improved release workflows. These changes reduce runtime surprises, improve interoperability with ONNX and PIR workflows, and streamline multi-platform distribution, enabling faster integration into downstream ML pipelines and deployment.
18 Commits • 4 Features
Dec 1, 2024For December 2024, Paddle2ONNX delivered stability and breadth gains across runtime robustness, operator enhancements, PIR ecosystem improvements, and cross-platform packaging. Key outcomes include core runtime fixes ensuring reliable inference across broadcasting, shape64 handling, Zero-rank ReduceMax, and edge cases in multiclass_nms3; expanded operator support and PIR integration (Split, SetValue, PIR API exposure, and operator registration improvements); and robust platform CI/build and packaging enhancements enabling macOS/Windows builds and improved release workflows. These changes reduce runtime surprises, improve interoperability with ONNX and PIR workflows, and streamline multi-platform distribution, enabling faster integration into downstream ML pipelines and deployment.
December 2024
November 2024
33 Commits • 25 Features
Nov 1, 2024November 2024 — Paddle2ONNX: Expanded IR-to-ONNX translation coverage and parser/exporter robustness, enabling broader PaddlePaddle model export with higher fidelity and stability. The work focused on advancing core feature support, expanding operator coverage, and stabilizing tests to ensure reliable downstream integration with ONNX ecosystems. Overall, this improves cross-framework portability, accelerates model deployment, and reduces manual translation overhead for users and downstream tools.
November 2024
33 Commits • 25 Features
Nov 1, 2024November 2024 — Paddle2ONNX: Expanded IR-to-ONNX translation coverage and parser/exporter robustness, enabling broader PaddlePaddle model export with higher fidelity and stability. The work focused on advancing core feature support, expanding operator coverage, and stabilizing tests to ensure reliable downstream integration with ONNX ecosystems. Overall, this improves cross-framework portability, accelerates model deployment, and reduces manual translation overhead for users and downstream tools.
Activity
Loading activity data...
Quality Metrics
Correctness86.6%
Maintainability84.2%
Architecture83.2%
Performance73.0%
AI Usage21.2%
Skills & Technologies
Programming Languages
BatchC++CMakeMarkdownPythonShellTOMLYAML
Technical Skills
API DevelopmentAttribute HandlingAttribute ParsingBuild ScriptingBuild SystemsC++C++ DevelopmentC++ metaprogrammingCI/CDCMakeCode RefactoringCompiler DevelopmentControl FlowControl Flow AnalysisCross-Platform Development
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline