ROCm/composable_kernel
Oct 2025 – Oct 2025
1 Month active
Languages Used
C++
Technical Skills
C++CUDA/HIPGPU ProgrammingHigh-Performance ComputingTemplate Metaprogramming
Manish Kumar
PROFILE
Manish Kumar
Worked on the ROCm/composable_kernel repository to deliver enhancements supporting grouped GEMM preshuffle and tileloop workflows, enabling more efficient and scalable GEMM computations on GPU architectures. Developed tile_grouped_gemm_preshuffle support and introduced grouped_gemm_tileloop, leveraging C++ and CUDA/HIP for high-performance computing. Enabled persistent mode for preshuffle in grouped GEMM, updated tests, and revised utility headers to ensure compatibility with the new workflow. These changes improved performance potential for grouped GEMM patterns, simplified developer usage, and maintained CI stability. The work demonstrated depth in template metaprogramming and GPU programming, laying a foundation for future kernel-level optimizations within the project.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
1Total
Bugs
0
Commits
1
Features
1
Lines of code
311
Activity Months1
Your Network
1653 peopleSame Organization
@amd.com1561
7b30f3f5e26d48061f873d04cc7e1d1f_amdengMember
GunaShekar, AjayMember
aasbodduMember
Abdul Lateef AttarMember
Acim MaravicMember
Adam DickinMember
Pryor, AdamMember
Pryor, AdamMember
Adel JoharMember
Work History
October 2025
1 Commits • 1 Features
Oct 1, 2025In 2025-10 for ROCm/composable_kernel, delivered critical enhancements to support grouped GEMM preshuffle and tileloop workflows that unlock more efficient, scalable GEMM computations. Implemented tile_grouped_gemm_preshuffle support, introducing grouped_gemm_tileloop and enabling persistent mode for preshuffle in grouped GEMM. Updated tests and utility headers to accommodate the new workflow, preserving CI stability and reducing manual configuration. This work improves performance potential for grouped GEMM patterns, simplifies usage for developers, and lays groundwork for further kernel-level optimizations.
1 Commits • 1 Features
Oct 1, 2025In 2025-10 for ROCm/composable_kernel, delivered critical enhancements to support grouped GEMM preshuffle and tileloop workflows that unlock more efficient, scalable GEMM computations. Implemented tile_grouped_gemm_preshuffle support, introducing grouped_gemm_tileloop and enabling persistent mode for preshuffle in grouped GEMM. Updated tests and utility headers to accommodate the new workflow, preserving CI stability and reducing manual configuration. This work improves performance potential for grouped GEMM patterns, simplifies usage for developers, and lays groundwork for further kernel-level optimizations.
October 2025
Activity
Loading activity data...
Quality Metrics
Correctness90.0%
Maintainability80.0%
Architecture90.0%
Performance80.0%
AI Usage20.0%
Skills & Technologies
Programming Languages
C++
Technical Skills
C++CUDA/HIPGPU ProgrammingHigh-Performance ComputingTemplate Metaprogramming
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline