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- W762076161 abstract "We propose a compiler analysis pass for programs expressed in the Single Program, Multiple Data (SPMD) programming model. It identifies statically several kinds of regular patterns that can occur between adjacent threads, including common computations, memory accesses at consecutive locations or at the same location and uniform control flow. This knowledge can be exploited by SPMD compilers targeting SIMD architectures. We present a compiler pass developed within the Ocelot framework that performs this analysis on NVIDIA CUDA programs at the PTX intermediate language level. Results are compared with optima obtained by simulation of several sets of CUDA benchmarks." @default.
- W762076161 created "2016-06-24" @default.
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- W762076161 date "2011-01-12" @default.
- W762076161 modified "2023-09-25" @default.
- W762076161 title "Identifying scalar behavior in CUDA kernels" @default.
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