ROCm/composable_kernel
Jan 2026 – Jan 2026
1 Month active
Languages Used
C++Python
Technical Skills
Algorithm DesignAlgorithm OptimizationC++ developmentC++ programmingCUDAData Structures
Jeff Huang
PROFILE
Jeff Huang
Overall Statistics
Feature vs Bugs
50%Features
Repository Contributions
5Total
Bugs
1
Commits
5
Features
1
Lines of code
2,224
Activity Months1
Your Network
1477 people
Work History
January 2026
5 Commits • 1 Features
Jan 1, 2026January 2026 performance summary for ROCm/composable_kernel focusing on FMHA batch prefill enhancements and numerical stability fixes. Delivered substantial batch prefill kernel improvements with memory-layout decoupling and support for multiple page sizes and layouts, along with a critical stability patch for FMHA QRKSVS pipeline. Established groundwork for configurable KV cache layouts and codegen-driven optimizations, improving throughput, memory efficiency, and reliability of large-scale transformer workloads.
5 Commits • 1 Features
Jan 1, 2026January 2026 performance summary for ROCm/composable_kernel focusing on FMHA batch prefill enhancements and numerical stability fixes. Delivered substantial batch prefill kernel improvements with memory-layout decoupling and support for multiple page sizes and layouts, along with a critical stability patch for FMHA QRKSVS pipeline. Established groundwork for configurable KV cache layouts and codegen-driven optimizations, improving throughput, memory efficiency, and reliability of large-scale transformer workloads.
January 2026
Activity
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Quality Metrics
Correctness84.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage40.0%
Skills & Technologies
Programming Languages
C++Python
Technical Skills
Algorithm DesignAlgorithm OptimizationC++ developmentC++ programmingCUDAData StructuresGPU ProgrammingGPU programmingKernel DevelopmentParallel ComputingPerformance Optimizationalgorithm optimizationnumerical stabilityperformance optimization
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