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Ashwath Shankarnarayan

PROFILE

Ashwath Shankarnarayan

Ashwshan worked on enhancing the robustness of the QNN Execution Provider within the CodeLinaro/onnxruntime repository by addressing edge-case handling for 0-dimension tensors in the Concat operation. Using C++ and leveraging unit testing, Ashwshan introduced a dedicated ConcatOpBuilder to properly manage 0-dimension tensor inputs, which previously posed stability challenges. The solution included comprehensive unit tests to validate the new logic, ensuring that the QNN execution provider could reliably process these edge cases. Although the work focused on a single bug fix rather than new features, it demonstrated careful attention to stability and correctness in a complex runtime environment.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
167
Activity Months1

Work History

January 2026

1 Commits

Jan 1, 2026

January 2026 monthly summary focusing on delivering robustness and stability in the QNN Execution Provider for ONNX Runtime.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++

Technical Skills

C++QNN execution providerunit testing

Repositories Contributed To

1 repo

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

CodeLinaro/onnxruntime

Jan 2026 Jan 2026
1 Month active

Languages Used

C++

Technical Skills

C++QNN execution providerunit testing

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