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Boyana Norris

PROFILE

Boyana Norris

During May 2025, Ben Norris focused on upgrading the onnx/onnx-mlir repository to ensure compatibility with LLVM 43.x, addressing the evolving requirements of ONNX operations and MLIR dialects. He updated TOSA dialect operations and NNPA accelerator conversions, refining general MLIR dialect handling to align with the new LLVM release. Using C++ and Shell, Ben validated these changes through comprehensive CI and test coverage, minimizing upgrade risks and stabilizing builds. His work in compiler development and runtime integration enabled downstream teams to confidently adopt newer LLVM versions, reflecting a deep understanding of both the ONNX Runtime ecosystem and modern compiler toolchains.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
1,490
Activity Months1

Work History

May 2025

1 Commits • 1 Features

May 1, 2025

Month: 2025-05. Focused on aligning ONNX-MLIR with the latest LLVM release to ensure compatibility and correctness across ONNX operations and MLIR dialects in onnx/onnx-mlir. Completed LLVM upgrade-related changes to TOSA dialect operations, NNPA accelerator conversions, and general MLIR dialect handling, validated via CI and tests. This work minimizes upgrade risk, stabilizes builds, and enables downstream teams to adopt newer LLVM versions with confidence.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance60.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Shell

Technical Skills

C++ DevelopmentCompiler DevelopmentLLVMMLIRONNX Runtime

Repositories Contributed To

1 repo

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

onnx/onnx-mlir

May 2025 May 2025
1 Month active

Languages Used

C++Shell

Technical Skills

C++ DevelopmentCompiler DevelopmentLLVMMLIRONNX Runtime

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