Source Level Performance Simulation of GPU Cores
Christoph Geruma, Oliver Bringmannb and Wolfgang Rosenstielc
University of Tübingen, Sand 13, Tübingen, Germany.
Graphic processing units (GPUs) contain a lot of complex architectural features, which make performance analysis and simulation of applications using them for general purpose computation very difficult. Especially when trying to do performance simulations at a higher abstraction level than interpreted instruction set simulators these features are not handled accurately by state of the art simulation techniques. This paper proposes a method for source level performance simulation of the microarchitecture of a GPU core that provides high enough simulation speeds to make testing of large application scenarios possible.
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