oneapi-src/oneDNN
Aug 2025 – Aug 2025
1 Month active
Languages Used
C++
Technical Skills
ARM ArchitectureAssemblyCPU OptimizationDeep Learning FrameworksJIT Compilation
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PROFILE
Focusunsink
Worked on the oneapi-src/oneDNN repository to deliver a performance optimization targeting ARM architectures, focusing on enabling a Just-In-Time (JIT) ASIMD path for table-free element-wise algorithms. Leveraged C++ and assembly to expand the optimization surface for eltwise computations, enhancing inference throughput and efficiency for deep learning workloads on ARM devices. The work included updating the eltwise injector to support ASIMD instructions, adding new implementations for multiple eltwise operations, and refining support checks to improve profiling and compatibility. Demonstrated strong technical fluency in CPU optimization and maintainable code changes aligned with established repository conventions and project goals.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
447
Activity Months1
Your Network
617 peopleSame Organization
@arm.com538
Work History
August 2025
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary for oneDNN (oneapi-src/oneDNN): Focused on delivering a high-impact performance optimization for ARM by enabling a JIT ASIMD path for table-free element-wise algorithms and expanding the optimization surface for eltwise computations. This work enhances inference throughput and efficiency on ARM devices, supporting the company’s push toward faster, energy-efficient DL workloads.
1 Commits • 1 Features
Aug 1, 2025August 2025 monthly summary for oneDNN (oneapi-src/oneDNN): Focused on delivering a high-impact performance optimization for ARM by enabling a JIT ASIMD path for table-free element-wise algorithms and expanding the optimization surface for eltwise computations. This work enhances inference throughput and efficiency on ARM devices, supporting the company’s push toward faster, energy-efficient DL workloads.
August 2025
Activity
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Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance90.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++
Technical Skills
ARM ArchitectureAssemblyCPU OptimizationDeep Learning FrameworksJIT Compilation
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