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Lyu, Xudong

PROFILE

Lyu, Xudong

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

2Total
Bugs
2
Commits
2
Features
0
Lines of code
34
Activity Months2

Work History

December 2025

1 Commits

Dec 1, 2025

Month 2025-12: Stabilized ROCm/composable_kernel for ROCm6 by delivering a critical compatibility fix and maintaining build stability for downstream users.

November 2025

1 Commits

Nov 1, 2025

Monthly summary for 2025-11 focused on stabilizing core kernel behavior in ROCm/aiter and strengthening reliability for mixed-batch inference workloads. Delivered a critical bug fix for the fused_qk_rope_cat_and_cache_mla kernel that eliminates a Triton compilation error and aligns batch size constraints with expected tensor sizing. Implemented safeguards and validations to support mixed batch configurations, reducing runtime shape/memory risks and improving overall robustness.

Activity

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Quality Metrics

Correctness90.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C++Python

Technical Skills

C++ developmentCompiler optimizationError handlingGPU ProgrammingPerformance OptimizationTensor Operations

Repositories Contributed To

2 repos

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

ROCm/aiter

Nov 2025 โ€“ Nov 2025
1 Month active

Languages Used

Python

Technical Skills

GPU ProgrammingPerformance OptimizationTensor Operations

ROCm/composable_kernel

Dec 2025 โ€“ Dec 2025
1 Month active

Languages Used

C++

Technical Skills

C++ developmentCompiler optimizationError handling

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