A first step to performance prediction for heterogeneous processing on manycores

Conference of 15th Annual International Conference on Computational Science, ICCS 2015 ; Conference Date: 1 June 2015 Through 3 June 2015; Conference Code:112773International audienceThe current trends in processor industry opens the way to next generations of microprocessors may count hundreds of independent cores that may differ in their functions and features. As an extensive knowledge of their internals cannot be a prerequisite to their programming and for the sake of portability, these forthcoming computers necessitate the compilation flow to evolve and cope with heterogeneity issues. In this paper, we lay a first step toward a possible solution to this challenge by exploring the results of SPMD type of parallelism (as a first step) with heterogeneous compute kernels and predicting performance of the compilation results. We show some first experimental results with very good accuracy of the predicted performance with regard to real world measurements