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Uros Markovic

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Uros Markovic

During April 2026, Uros Markovic focused on improving test reliability in the pytorch/pytorch repository by addressing a kernel-name extraction issue affecting RDNA hardware on ROCm. He enhanced the profiling test_call_count_tunableop by replacing key_averages() with prof.events(), enabling accurate verification of per-dispatch kernel names and reducing test flakiness. Using Python, performance profiling, and unit testing, Uros validated the fix directly on RDNA hardware, ensuring alignment between test results and actual kernel dispatches. His work was merged into the mainline codebase with comprehensive regression coverage, resulting in improved accuracy and stability for profiling tests in ROCm environments.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
4
Activity Months1

Work History

April 2026

1 Commits

Apr 1, 2026

April 2026 monthly summary focusing on business value, reliability, and technical execution. Delivered a critical test reliability fix for RDNA on ROCm in PyTorch, improving kernel-name extraction in profiling tests and stabilizing test results across hardware.

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Pythonperformance profilingunit testing

Repositories Contributed To

1 repo

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

pytorch/pytorch

Apr 2026 Apr 2026
1 Month active

Languages Used

Python

Technical Skills

Pythonperformance profilingunit testing