2023 LLVM Dev Mtg - Optimization of CUDA GPU Kernels and Translation to AMDGPU in 4) Polygeist/MLIR
2023 LLVM Developers' Meeting
https://llvm.org/devmtg/2023-10
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Optimization of CUDA GPU Kernels and Translation to AMDGPU in 4) Polygeist/MLIR
Ivan Ivanov
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Slides: Coming Soon
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We extend the Polygeist C/C++ compiler to utilize a target-agnostic parallel representation of GPU kernels in MLIR to perform parallel optimizations and architecture-specific tuning. We also implement translation from CUDA to AMDGPU and expand the set of possible target hardware for CUDA code.
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