Abstract:The limitations on the scalability of computer systems imposed by the dark‐silicon effects are so severe that they support the extensive use of heterogeneity such as the GP‐GPU for general purpose processing. Performance simulators of GP‐GPU heterogeneous systems aim to provide performance accuracy at the cost of execution time. In this work, we handle time‐consuming simulations of design space exploration systems based on GPUs. We have developed performance predictors based on machine learning (ML) algorithms… Show more
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