ROCm/aiter
Dec 2025 – Feb 2026
2 Months active
Languages Used
C++PythonAssemblyShell
Technical Skills
C++ developmentC++ programmingPythonalgorithm designalgorithm optimizationback end development
JaxChen29
PROFILE
Jaxchen29
Overall Statistics
Feature vs Bugs
67%Features
Repository Contributions
5Total
Bugs
1
Commits
5
Features
2
Lines of code
66
Activity Months2
Your Network
1526 people
Work History
February 2026
2 Commits • 1 Features
Feb 1, 2026February 2026 for ROCm/aiter: Delivered performance-focused enhancements to backward multi-head attention compute with new assembly kernels and Python integration for the hd192_128 branch kernel. Implemented mha bwd hd192_128 bottom-right a32/a16 assembly kernels, added causal br a16 kernel, refined kernel naming and NaN handling, and enabled hd192_128 br kernel in Python. Improved dimension validation for the new branch to ensure robust, flexible usage and to unlock broader model support.
2 Commits • 1 Features
Feb 1, 2026February 2026 for ROCm/aiter: Delivered performance-focused enhancements to backward multi-head attention compute with new assembly kernels and Python integration for the hd192_128 branch kernel. Implemented mha bwd hd192_128 bottom-right a32/a16 assembly kernels, added causal br a16 kernel, refined kernel naming and NaN handling, and enabled hd192_128 br kernel in Python. Improved dimension validation for the new branch to ensure robust, flexible usage and to unlock broader model support.
February 2026
December 2025
3 Commits • 1 Features
Dec 1, 2025Monthly work summary for 2025-12 focusing on key accomplishments in ROCm/aiter, highlighting delivered features, critical fixes, impact, and technical skills demonstrated.
December 2025
3 Commits • 1 Features
Dec 1, 2025Monthly work summary for 2025-12 focusing on key accomplishments in ROCm/aiter, highlighting delivered features, critical fixes, impact, and technical skills demonstrated.
Activity
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Quality Metrics
Correctness92.0%
Maintainability84.0%
Architecture84.0%
Performance88.0%
AI Usage24.0%
Skills & Technologies
Programming Languages
AssemblyC++PythonShell
Technical Skills
C++ developmentC++ programmingDeep LearningGPU ProgrammingMachine LearningPerformance OptimizationPythonTestingalgorithm designalgorithm optimizationback end developmentmachine learningperformance optimization
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