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Awesome GitHub RepositoriesGEMV Shared Memory Tilers
Writes GEMV kernels that tile the vector and matrix into shared memory for efficient data reuse.
Distinct from Tile-Based Kernel Authoring: Distinct from Tile-Based Kernel Authoring: focuses on GEMV-specific tiling, not general tile-based kernel authoring.
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- tile-ai/tilelang
tile-ai/tilelang
5,226在 GitHub 上查看TileLang is a Python-embedded domain-specific language compiler that JIT-compiles and autotunes GPU kernels. It uses a tile-based DSL, automatic software pipelining, and parallel autotuning to generate optimized GPU kernels at runtime. It supports tensor core operations with Pythonic syntax, automatic memory management, and thread mapping. The compiler searches over tile sizes, thread counts, and scheduling policies, compiling and benchmarking candidates in parallel to find the fastest kernel. It also caches compiled binaries and tuning results to disk for reuse across sessions. TileLang inc
Writes GEMV kernels that tile the vector and matrix into shared memory for efficient data reuse.
Python
