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Umar Arshad

PROFILE

Umar Arshad

Worked on the openvinotoolkit/openvino repository to deliver Xe3p GPU SDPA Configuration Support, focusing on enhancing performance and reliability for Xe3p hardware. Developed new microkernel SDPA configurations in C++ to support head sizes greater than 256, addressing specific error scenarios and improving deployment readiness for large-head inference tasks. The work involved GPU programming and performance optimization, with careful tuning for Xe3p GPU architecture. Collaborated through version control to integrate these changes, ensuring robust SDPA config management. This contribution reduced failure modes in large-head scenarios and demonstrated expertise in C++ development, GPU-specific optimization, and architecture-aware configuration management within the codebase.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
34
Activity Months1

Work History

May 2026

1 Commits • 1 Features

May 1, 2026

Concise monthly summary for 2026-05 focusing on openvinotoolkit/openvino: Key features delivered, major bugs fixed, overall impact and skills demonstrated. Delivered Xe3p GPU SDPA Configuration Support with new microkernel SDPA configs to handle head sizes >256, improving performance and robustness for Xe3p GPUs; linked to MFDNN-14983; commit caebbeddecec9f6819072d4cade7e6168a9ec0b9. Result: enhanced reliability and deployment readiness for Xe3p hardware, reducing failure modes in large-head inference scenarios. Technologies/skills demonstrated include GPU-architecture-specific tuning, SDPA config management, and collaboration with version control.

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++ developmentGPU programmingPerformance optimization

Repositories Contributed To

1 repo

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

openvinotoolkit/openvino

May 2026 May 2026
1 Month active

Languages Used

C++

Technical Skills

C++ developmentGPU programmingPerformance optimization