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Chaya

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Chaya

During February 2026, Cha worked on the CodeLinaro/onnxruntime repository, focusing on enhancing reliability and deployment readiness for ONNX operator implementations. Using C++ and Python, Cha addressed a division-by-zero crash in GatherND by adding input validation and comprehensive unit tests, ensuring correct behavior when batch dimensions mismatch. For AveragePool, Cha corrected divisor calculations for asymmetric padding in 2D and 3D cases, aligning results with ONNX specifications and adding regression tests to prevent future issues. Additionally, Cha improved quantization workflows by introducing an optional ml_dtypes dependency through package management, enabling clean environment support without impacting existing runtime functionality.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

3Total
Bugs
1
Commits
3
Features
1
Lines of code
135
Activity Months1

Work History

February 2026

3 Commits • 1 Features

Feb 1, 2026

February 2026: Strengthened reliability and deployment readiness for CodeLinaro/onnxruntime. Key deliverables include robustness fixes for GatherND and AveragePool with unit tests to prevent crashes and ensure ONNX-spec aligned behavior, plus packaging improvements adding an optional ml_dtypes dependency to enable onnxruntime.quantization in clean environments. These changes reduce crash risk, improve result correctness under edge cases, and lower deployment friction for quantization workflows.

Activity

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Quality Metrics

Correctness100.0%
Maintainability93.4%
Architecture93.4%
Performance93.4%
AI Usage40.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

C++C++ programmingPythonalgorithm designbackend developmentdependency managementpackage managementunit testing

Repositories Contributed To

1 repo

Overview of all repositories you've contributed to across your timeline

CodeLinaro/onnxruntime

Feb 2026 Feb 2026
1 Month active

Languages Used

C++Python

Technical Skills

C++C++ programmingPythonalgorithm designbackend developmentdependency management