EXCEEDS logo
Exceeds
Arturov, Konstantin

PROFILE

Arturov, Konstantin

Worked on the oneapi-src/oneDNN repository to enhance the correctness and reliability of the GEMM path, specifically addressing binary post-operations when the swap_ab condition is enabled. Focused on C++ development and GPU programming, the work involved fixing a bug related to the layout and transposition of binary post-ops to ensure they align correctly with the main matrix multiplication operation. Added targeted regression tests using C++ and Python to validate the changes and prevent future regressions. This effort improved numerical accuracy and production readiness for workloads relying on binary post-operations, emphasizing thorough testing and robust numerical methods throughout the process.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

2Total
Bugs
1
Commits
2
Features
0
Lines of code
17
Activity Months1

Work History

March 2026

2 Commits

Mar 1, 2026

March 2026 monthly summary for oneapi-src/oneDNN emphasizing correctness and test coverage for the GEMM path with binary post-operations under swap_ab. Delivered a bug fix to ensure proper layout and transposition of binary post-ops alongside GEMM, plus regression tests to prevent regressions. This work enhances numerical correctness, reliability, and production readiness of the GEMM path in workloads that rely on binary post-operations.

Activity

Loading activity data...

Quality Metrics

Correctness100.0%
Maintainability90.0%
Architecture90.0%
Performance90.0%
AI Usage80.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

C++ developmentGPU programmingNumerical methodsmatrix multiplicationregression testingtesting

Repositories Contributed To

1 repo

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

oneapi-src/oneDNN

Mar 2026 Mar 2026
1 Month active

Languages Used

C++Python

Technical Skills

C++ developmentGPU programmingNumerical methodsmatrix multiplicationregression testingtesting