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Awesome GitHub RepositoriesHardware-Specific Loop Structuring
Structures loop iteration with serial, unrolled, parallel, and software-pipelined constructs for hardware-specific patterns.
Distinct from Iterative Loop Constructs: Distinct from Iterative Loop Constructs: adds hardware-specific loop structuring (serial, unrolled, parallel, pipelined) for GPU kernels.
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Awesome Hardware-Specific Loop Structuring GitHub Repositories
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- tile-ai/tilelang
tile-ai/tilelang
5,226GitHub पर देखेंTileLang 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
Structures loop iteration with serial, unrolled, parallel, and software-pipelined constructs for GPU hardware.
Python
