/*------------------------------------------------------------------------------------------------* * Copyright (C) by the DBCSR developers group - All rights reserved * * This file is part of the DBCSR library. * * * * For information on the license, see the LICENSE file. * * For further information please visit https://dbcsr.cp2k.org * * SPDX-License-Identifier: GPL-2.0+ * *------------------------------------------------------------------------------------------------*/ #include <cstdio> #include <cstdlib> #include <vector> #include <array> #include <algorithm> #include "libsmm_acc_benchmark.h" #include "libsmm_acc.h" std::vector<Triplet> combinations(std::vector<int> to_combine) { std::vector<Triplet> v; size_t len = to_combine.size(); for (size_t i=0; i<len; i++) { for (size_t j=0; j<len; j++) { for (size_t k=0; k<len; k++) { v.push_back({to_combine[i], to_combine[j], to_combine[k]}); } } } return v; } /****************************************************************************\ \brief Checks correctness of and measures performance of randomly selected libsmm_acc multiplication kernels. \returns -1 for invalid options, n>0 with n being the number of errors, 0 otherwise \****************************************************************************/ int main(int argc, char* argv[]) { if (argc < 2) { printf("Usage: %s <autotuned|predicted>\n", argv[0]); return -1; } printf("Time kernels: %s\n", argv[1]); std::vector<Triplet> libsmm_acc_triplets; if (argv[1] == std::string("autotuned")) { libsmm_acc_triplets = { { 4, 4, 4}, { 4, 4, 5}, { 4, 4, 6}, { 4, 4, 7}, { 4, 4, 8}, { 4, 4, 9}, { 4, 4, 10}, { 4, 4, 13}, { 4, 4, 15}, { 4, 4, 25}, { 4, 4, 26}, { 4, 4, 28}, { 4, 4, 32}, { 4, 4, 45}, { 4, 5, 4}, { 4, 5, 5}, { 4, 5, 6}, { 4, 5, 7}, { 4, 5, 8}, { 4, 5, 9}, { 4, 5, 13}, { 4, 5, 25}, { 4, 5, 26}, { 4, 5, 28}, { 4, 5, 32}, { 4, 5, 45}, { 4, 6, 4}, { 4, 6, 5}, { 4, 6, 6}, { 4, 6, 7}, { 4, 6, 8}, { 4, 6, 9}, { 4, 7, 4}, { 4, 7, 5}, { 4, 7, 6}, { 4, 7, 7}, { 4, 7, 8}, { 4, 7, 9}, { 4, 7, 13}, { 4, 7, 25}, { 4, 7, 26}, { 4, 7, 28}, { 4, 7, 32}, { 4, 7, 45}, { 4, 8, 4}, { 4, 8, 5}, { 4, 8, 6}, { 4, 8, 7}, { 4, 8, 8}, { 4, 8, 9}, { 4, 9, 4}, { 4, 9, 5}, { 4, 9, 6}, { 4, 9, 7}, { 4, 9, 8}, { 4, 9, 9}, { 4, 9, 13}, { 4, 9, 25}, { 4, 9, 26}, { 4, 9, 28}, { 4, 9, 32}, { 4, 9, 45}, { 4, 10, 4}, { 4, 10, 10}, { 4, 10, 15}, { 4, 13, 4}, { 4, 13, 5}, { 4, 13, 7}, { 4, 13, 9}, { 4, 13, 13}, { 4, 13, 25}, { 4, 13, 26}, { 4, 13, 28}, { 4, 13, 32}, { 4, 13, 45}, { 4, 15, 4}, { 4, 15, 10}, { 4, 15, 15}, { 4, 25, 4}, { 4, 25, 5}, { 4, 25, 7}, { 4, 25, 9}, { 4, 25, 13}, { 4, 25, 25}, { 4, 25, 26}, { 4, 25, 28}, { 4, 25, 32}, { 4, 25, 45}, { 4, 26, 4}, { 4, 26, 5}, { 4, 26, 7}, { 4, 26, 9}, { 4, 26, 13}, { 4, 26, 25}, { 4, 26, 26}, { 4, 26, 28}, { 4, 26, 32}, { 4, 26, 45}, { 4, 28, 4}, { 4, 28, 5}, { 4, 28, 7}, { 4, 28, 9}, { 4, 28, 13}, { 4, 28, 25}, { 4, 28, 26}, { 4, 28, 28}, { 4, 28, 32}, { 4, 28, 45}, { 4, 32, 4}, { 4, 32, 5}, { 4, 32, 7}, { 4, 32, 9}, { 4, 32, 13}, { 4, 32, 25}, { 4, 32, 26}, { 4, 32, 28}, { 4, 32, 32}, { 4, 32, 45}, { 4, 45, 4}, { 4, 45, 5}, { 4, 45, 7}, { 4, 45, 9}, { 4, 45, 13}, { 4, 45, 25}, { 4, 45, 26}, { 4, 45, 28}, { 4, 45, 32}, { 4, 45, 45}, { 5, 4, 4}, { 5, 4, 5}, { 5, 4, 6}, { 5, 4, 7}, { 5, 4, 8}, { 5, 4, 9}, { 5, 4, 13}, { 5, 4, 25}, { 5, 4, 26}, { 5, 4, 28}, { 5, 4, 32}, { 5, 4, 45}, { 5, 5, 4}, { 5, 5, 5}, { 5, 5, 6}, { 5, 5, 7}, { 5, 5, 8}, { 5, 5, 9}, { 5, 5, 12}, { 5, 5, 13}, { 5, 5, 16}, { 5, 5, 24}, { 5, 5, 25}, { 5, 5, 26}, { 5, 5, 28}, { 5, 5, 32}, { 5, 5, 45}, { 5, 6, 4}, { 5, 6, 5}, { 5, 6, 6}, { 5, 6, 7}, { 5, 6, 8}, { 5, 6, 9}, { 5, 7, 4}, { 5, 7, 5}, { 5, 7, 6}, { 5, 7, 7}, { 5, 7, 8}, { 5, 7, 9}, { 5, 7, 13}, { 5, 7, 25}, { 5, 7, 26}, { 5, 7, 28}, { 5, 7, 32}, { 5, 7, 45}, { 5, 8, 4}, { 5, 8, 5}, { 5, 8, 6}, { 5, 8, 7}, { 5, 8, 8}, { 5, 8, 9}, { 5, 9, 4}, { 5, 9, 5}, { 5, 9, 6}, { 5, 9, 7}, { 5, 9, 8}, { 5, 9, 9}, { 5, 9, 13}, { 5, 9, 25}, { 5, 9, 26}, { 5, 9, 28}, { 5, 9, 32}, { 5, 9, 45}, { 5, 12, 5}, { 5, 12, 12}, { 5, 12, 13}, { 5, 12, 26}, { 5, 12, 32}, { 5, 13, 4}, { 5, 13, 5}, { 5, 13, 7}, { 5, 13, 9}, { 5, 13, 12}, { 5, 13, 13}, { 5, 13, 16}, { 5, 13, 24}, { 5, 13, 25}, { 5, 13, 26}, { 5, 13, 28}, { 5, 13, 32}, { 5, 13, 45}, { 5, 16, 5}, { 5, 16, 13}, { 5, 16, 16}, { 5, 16, 32}, { 5, 24, 5}, { 5, 24, 13}, { 5, 24, 24}, { 5, 24, 26}, { 5, 24, 32}, { 5, 25, 4}, { 5, 25, 5}, { 5, 25, 7}, { 5, 25, 9}, { 5, 25, 13}, { 5, 25, 25}, { 5, 25, 26}, { 5, 25, 28}, { 5, 25, 32}, { 5, 25, 45}, { 5, 26, 4}, { 5, 26, 5}, { 5, 26, 7}, { 5, 26, 9}, { 5, 26, 12}, { 5, 26, 13}, { 5, 26, 24}, { 5, 26, 25}, { 5, 26, 26}, { 5, 26, 28}, { 5, 26, 32}, { 5, 26, 45}, { 5, 28, 4}, { 5, 28, 5}, { 5, 28, 7}, { 5, 28, 9}, { 5, 28, 13}, { 5, 28, 25}, { 5, 28, 26}, { 5, 28, 28}, { 5, 28, 32}, { 5, 28, 45}, { 5, 32, 4}, { 5, 32, 5}, { 5, 32, 7}, { 5, 32, 9}, { 5, 32, 12}, { 5, 32, 13}, { 5, 32, 16}, { 5, 32, 24}, { 5, 32, 25}, { 5, 32, 26}, { 5, 32, 28}, { 5, 32, 32}, { 5, 32, 45}, { 5, 45, 4}, { 5, 45, 5}, { 5, 45, 7}, { 5, 45, 9}, { 5, 45, 13}, { 5, 45, 25}, { 5, 45, 26}, { 5, 45, 28}, { 5, 45, 32}, { 5, 45, 45}, { 6, 4, 4}, { 6, 4, 5}, { 6, 4, 6}, { 6, 4, 7}, { 6, 4, 8}, { 6, 4, 9}, { 6, 5, 4}, { 6, 5, 5}, { 6, 5, 6}, { 6, 5, 7}, { 6, 5, 8}, { 6, 5, 9}, { 6, 6, 4}, { 6, 6, 5}, { 6, 6, 6}, { 6, 6, 7}, { 6, 6, 8}, { 6, 6, 9}, { 6, 7, 4}, { 6, 7, 5}, { 6, 7, 6}, { 6, 7, 7}, { 6, 7, 8}, { 6, 7, 9}, { 6, 8, 4}, { 6, 8, 5}, { 6, 8, 6}, { 6, 8, 7}, { 6, 8, 8}, { 6, 8, 9}, { 6, 9, 4}, { 6, 9, 5}, { 6, 9, 6}, { 6, 9, 7}, { 6, 9, 8}, { 6, 9, 9}, { 7, 4, 4}, { 7, 4, 5}, { 7, 4, 6}, { 7, 4, 7}, { 7, 4, 8}, { 7, 4, 9}, { 7, 4, 13}, { 7, 4, 25}, { 7, 4, 26}, { 7, 4, 28}, { 7, 4, 32}, { 7, 4, 45}, { 7, 5, 4}, { 7, 5, 5}, { 7, 5, 6}, { 7, 5, 7}, { 7, 5, 8}, { 7, 5, 9}, { 7, 5, 13}, { 7, 5, 25}, { 7, 5, 26}, { 7, 5, 28}, { 7, 5, 32}, { 7, 5, 45}, { 7, 6, 4}, { 7, 6, 5}, { 7, 6, 6}, { 7, 6, 7}, { 7, 6, 8}, { 7, 6, 9}, { 7, 7, 4}, { 7, 7, 5}, { 7, 7, 6}, { 7, 7, 7}, { 7, 7, 8}, { 7, 7, 9}, { 7, 7, 13}, { 7, 7, 25}, { 7, 7, 26}, { 7, 7, 28}, { 7, 7, 32}, { 7, 7, 45}, { 7, 8, 4}, { 7, 8, 5}, { 7, 8, 6}, { 7, 8, 7}, { 7, 8, 8}, { 7, 8, 9}, { 7, 9, 4}, { 7, 9, 5}, { 7, 9, 6}, { 7, 9, 7}, { 7, 9, 8}, { 7, 9, 9}, { 7, 9, 13}, { 7, 9, 25}, { 7, 9, 26}, { 7, 9, 28}, { 7, 9, 32}, { 7, 9, 45}, { 7, 13, 4}, { 7, 13, 5}, { 7, 13, 7}, { 7, 13, 9}, { 7, 13, 13}, { 7, 13, 25}, { 7, 13, 26}, { 7, 13, 28}, { 7, 13, 32}, { 7, 13, 45}, { 7, 25, 4}, { 7, 25, 5}, { 7, 25, 7}, { 7, 25, 9}, { 7, 25, 13}, { 7, 25, 25}, { 7, 25, 26}, { 7, 25, 28}, { 7, 25, 32}, { 7, 25, 45}, { 7, 26, 4}, { 7, 26, 5}, { 7, 26, 7}, { 7, 26, 9}, { 7, 26, 13}, { 7, 26, 25}, { 7, 26, 26}, { 7, 26, 28}, { 7, 26, 32}, { 7, 26, 45}, { 7, 28, 4}, { 7, 28, 5}, { 7, 28, 7}, { 7, 28, 9}, { 7, 28, 13}, { 7, 28, 25}, { 7, 28, 26}, { 7, 28, 28}, { 7, 28, 32}, { 7, 28, 45}, { 7, 32, 4}, { 7, 32, 5}, { 7, 32, 7}, { 7, 32, 9}, { 7, 32, 13}, { 7, 32, 25}, { 7, 32, 26}, { 7, 32, 28}, { 7, 32, 32}, { 7, 32, 45}, { 7, 45, 4}, { 7, 45, 5}, { 7, 45, 7}, { 7, 45, 9}, { 7, 45, 13}, { 7, 45, 25}, { 7, 45, 26}, { 7, 45, 28}, { 7, 45, 32}, { 7, 45, 45}, { 8, 4, 4}, { 8, 4, 5}, { 8, 4, 6}, { 8, 4, 7}, { 8, 4, 8}, { 8, 4, 9}, { 8, 5, 4}, { 8, 5, 5}, { 8, 5, 6}, { 8, 5, 7}, { 8, 5, 8}, { 8, 5, 9}, { 8, 6, 4}, { 8, 6, 5}, { 8, 6, 6}, { 8, 6, 7}, { 8, 6, 8}, { 8, 6, 9}, { 8, 7, 4}, { 8, 7, 5}, { 8, 7, 6}, { 8, 7, 7}, { 8, 7, 8}, { 8, 7, 9}, { 8, 8, 4}, { 8, 8, 5}, { 8, 8, 6}, { 8, 8, 7}, { 8, 8, 8}, { 8, 8, 9}, { 8, 9, 4}, { 8, 9, 5}, { 8, 9, 6}, { 8, 9, 7}, { 8, 9, 8}, { 8, 9, 9}, { 9, 4, 4}, { 9, 4, 5}, { 9, 4, 6}, { 9, 4, 7}, { 9, 4, 8}, { 9, 4, 9}, { 9, 4, 13}, { 9, 4, 25}, { 9, 4, 26}, { 9, 4, 28}, { 9, 4, 32}, { 9, 4, 45}, { 9, 5, 4}, { 9, 5, 5}, { 9, 5, 6}, { 9, 5, 7}, { 9, 5, 8}, { 9, 5, 9}, { 9, 5, 13}, { 9, 5, 25}, { 9, 5, 26}, { 9, 5, 28}, { 9, 5, 32}, { 9, 5, 45}, { 9, 6, 4}, { 9, 6, 5}, { 9, 6, 6}, { 9, 6, 7}, { 9, 6, 8}, { 9, 6, 9}, { 9, 7, 4}, { 9, 7, 5}, { 9, 7, 6}, { 9, 7, 7}, { 9, 7, 8}, { 9, 7, 9}, { 9, 7, 13}, { 9, 7, 25}, { 9, 7, 26}, { 9, 7, 28}, { 9, 7, 32}, { 9, 7, 45}, { 9, 8, 4}, { 9, 8, 5}, { 9, 8, 6}, { 9, 8, 7}, { 9, 8, 8}, { 9, 8, 9}, { 9, 9, 4}, { 9, 9, 5}, { 9, 9, 6}, { 9, 9, 7}, { 9, 9, 8}, { 9, 9, 9}, { 9, 9, 10}, { 9, 9, 12}, { 9, 9, 13}, { 9, 9, 22}, { 9, 9, 25}, { 9, 9, 26}, { 9, 9, 28}, { 9, 9, 32}, { 9, 9, 45}, { 9, 10, 9}, { 9, 10, 10}, { 9, 10, 12}, { 9, 10, 32}, { 9, 12, 9}, { 9, 12, 10}, { 9, 12, 12}, { 9, 12, 32}, { 9, 13, 4}, { 9, 13, 5}, { 9, 13, 7}, { 9, 13, 9}, { 9, 13, 13}, { 9, 13, 25}, { 9, 13, 26}, { 9, 13, 28}, { 9, 13, 32}, { 9, 13, 45}, { 9, 22, 9}, { 9, 22, 22}, { 9, 22, 32}, { 9, 25, 4}, { 9, 25, 5}, { 9, 25, 7}, { 9, 25, 9}, { 9, 25, 13}, { 9, 25, 25}, { 9, 25, 26}, { 9, 25, 28}, { 9, 25, 32}, { 9, 25, 45}, { 9, 26, 4}, { 9, 26, 5}, { 9, 26, 7}, { 9, 26, 9}, { 9, 26, 13}, { 9, 26, 25}, { 9, 26, 26}, { 9, 26, 28}, { 9, 26, 32}, { 9, 26, 45}, { 9, 28, 4}, { 9, 28, 5}, { 9, 28, 7}, { 9, 28, 9}, { 9, 28, 13}, { 9, 28, 25}, { 9, 28, 26}, { 9, 28, 28}, { 9, 28, 32}, { 9, 28, 45}, { 9, 32, 4}, { 9, 32, 5}, { 9, 32, 7}, { 9, 32, 9}, { 9, 32, 10}, { 9, 32, 12}, { 9, 32, 13}, { 9, 32, 22}, { 9, 32, 25}, { 9, 32, 26}, { 9, 32, 28}, { 9, 32, 32}, { 9, 32, 45}, { 9, 45, 4}, { 9, 45, 5}, { 9, 45, 7}, { 9, 45, 9}, { 9, 45, 13}, { 9, 45, 25}, { 9, 45, 26}, { 9, 45, 28}, { 9, 45, 32}, { 9, 45, 45}, {10, 4, 4}, {10, 4, 10}, {10, 4, 15}, {10, 9, 9}, {10, 9, 10}, {10, 9, 12}, {10, 9, 32}, {10, 10, 4}, {10, 10, 9}, {10, 10, 10}, {10, 10, 11}, {10, 10, 12}, {10, 10, 15}, {10, 10, 32}, {10, 12, 9}, {10, 12, 10}, {10, 12, 12}, {10, 12, 32}, {10, 15, 4}, {10, 15, 10}, {10, 15, 15}, {10, 32, 9}, {10, 32, 10}, {10, 32, 12}, {10, 32, 32}, {11, 11, 11}, {11, 11, 12}, {11, 11, 20}, {11, 11, 25}, {11, 11, 32}, {11, 12, 11}, {11, 12, 12}, {11, 12, 20}, {11, 12, 25}, {11, 12, 32}, {11, 20, 11}, {11, 20, 12}, {11, 20, 20}, {11, 20, 25}, {11, 20, 32}, {11, 25, 11}, {11, 25, 12}, {11, 25, 20}, {11, 25, 25}, {11, 25, 32}, {11, 32, 11}, {11, 32, 12}, {11, 32, 20}, {11, 32, 25}, {11, 32, 32}, {12, 5, 5}, {12, 5, 12}, {12, 5, 13}, {12, 5, 26}, {12, 5, 32}, {12, 9, 9}, {12, 9, 10}, {12, 9, 12}, {12, 9, 32}, {12, 10, 9}, {12, 10, 10}, {12, 10, 12}, {12, 10, 32}, {12, 11, 11}, {12, 11, 12}, {12, 11, 20}, {12, 11, 25}, {12, 11, 32}, {12, 12, 5}, {12, 12, 9}, {12, 12, 10}, {12, 12, 11}, {12, 12, 12}, {12, 12, 13}, {12, 12, 16}, {12, 12, 20}, {12, 12, 25}, {12, 12, 26}, {12, 12, 32}, {12, 13, 5}, {12, 13, 12}, {12, 13, 13}, {12, 13, 26}, {12, 13, 32}, {12, 16, 12}, {12, 16, 16}, {12, 16, 32}, {12, 20, 11}, {12, 20, 12}, {12, 20, 20}, {12, 20, 25}, {12, 20, 32}, {12, 25, 11}, {12, 25, 12}, {12, 25, 20}, {12, 25, 25}, {12, 25, 32}, {12, 26, 5}, {12, 26, 12}, {12, 26, 13}, {12, 26, 26}, {12, 26, 32}, {12, 32, 5}, {12, 32, 9}, {12, 32, 10}, {12, 32, 11}, {12, 32, 12}, {12, 32, 13}, {12, 32, 16}, {12, 32, 20}, {12, 32, 25}, {12, 32, 26}, {12, 32, 32}, {13, 4, 4}, {13, 4, 5}, {13, 4, 7}, {13, 4, 9}, {13, 4, 13}, {13, 4, 25}, {13, 4, 26}, {13, 4, 28}, {13, 4, 32}, {13, 4, 45}, {13, 5, 4}, {13, 5, 5}, {13, 5, 7}, {13, 5, 9}, {13, 5, 12}, {13, 5, 13}, {13, 5, 16}, {13, 5, 24}, {13, 5, 25}, {13, 5, 26}, {13, 5, 28}, {13, 5, 32}, {13, 5, 45}, {13, 7, 4}, {13, 7, 5}, {13, 7, 7}, {13, 7, 9}, {13, 7, 13}, {13, 7, 25}, {13, 7, 26}, {13, 7, 28}, {13, 7, 32}, {13, 7, 45}, {13, 9, 4}, {13, 9, 5}, {13, 9, 7}, {13, 9, 9}, {13, 9, 13}, {13, 9, 25}, {13, 9, 26}, {13, 9, 28}, {13, 9, 32}, {13, 9, 45}, {13, 12, 5}, {13, 12, 12}, {13, 12, 13}, {13, 12, 26}, {13, 12, 32}, {13, 13, 4}, {13, 13, 5}, {13, 13, 7}, {13, 13, 9}, {13, 13, 12}, {13, 13, 13}, {13, 13, 14}, {13, 13, 16}, {13, 13, 24}, {13, 13, 25}, {13, 13, 26}, {13, 13, 28}, {13, 13, 32}, {13, 13, 45}, {13, 14, 13}, {13, 14, 14}, {13, 14, 25}, {13, 14, 26}, {13, 14, 32}, {13, 16, 5}, {13, 16, 13}, {13, 16, 16}, {13, 16, 32}, {13, 24, 5}, {13, 24, 13}, {13, 24, 24}, {13, 24, 26}, {13, 24, 32}, {13, 25, 4}, {13, 25, 5}, {13, 25, 7}, {13, 25, 9}, {13, 25, 13}, {13, 25, 14}, {13, 25, 25}, {13, 25, 26}, {13, 25, 28}, {13, 25, 32}, {13, 25, 45}, {13, 26, 4}, {13, 26, 5}, {13, 26, 7}, {13, 26, 9}, {13, 26, 12}, {13, 26, 13}, {13, 26, 14}, {13, 26, 24}, {13, 26, 25}, {13, 26, 26}, {13, 26, 28}, {13, 26, 32}, {13, 26, 45}, {13, 28, 4}, {13, 28, 5}, {13, 28, 7}, {13, 28, 9}, {13, 28, 13}, {13, 28, 25}, {13, 28, 26}, {13, 28, 28}, {13, 28, 32}, {13, 28, 45}, {13, 32, 4}, {13, 32, 5}, {13, 32, 7}, {13, 32, 9}, {13, 32, 12}, {13, 32, 13}, {13, 32, 14}, {13, 32, 16}, {13, 32, 24}, {13, 32, 25}, {13, 32, 26}, {13, 32, 28}, {13, 32, 32}, {13, 32, 45}, {13, 45, 4}, {13, 45, 5}, {13, 45, 7}, {13, 45, 9}, {13, 45, 13}, {13, 45, 25}, {13, 45, 26}, {13, 45, 28}, {13, 45, 32}, {13, 45, 45}, {14, 13, 13}, {14, 13, 14}, {14, 13, 25}, {14, 13, 26}, {14, 13, 32}, {14, 14, 13}, {14, 14, 14}, {14, 14, 16}, {14, 14, 25}, {14, 14, 26}, {14, 14, 29}, {14, 14, 32}, {14, 16, 14}, {14, 16, 16}, {14, 16, 29}, {14, 25, 13}, {14, 25, 14}, {14, 25, 25}, {14, 25, 26}, {14, 25, 32}, {14, 26, 13}, {14, 26, 14}, {14, 26, 25}, {14, 26, 26}, {14, 26, 32}, {14, 29, 14}, {14, 29, 16}, {14, 29, 29}, {14, 29, 32}, {14, 32, 13}, {14, 32, 14}, {14, 32, 25}, {14, 32, 26}, {14, 32, 29}, {14, 32, 32}, {15, 4, 4}, {15, 4, 10}, {15, 4, 15}, {15, 10, 4}, {15, 10, 10}, {15, 10, 15}, {15, 15, 4}, {15, 15, 10}, {15, 15, 15}, {16, 5, 5}, {16, 5, 13}, {16, 5, 16}, {16, 5, 32}, {16, 12, 12}, {16, 12, 16}, {16, 12, 32}, {16, 13, 5}, {16, 13, 13}, {16, 13, 16}, {16, 13, 32}, {16, 14, 14}, {16, 14, 16}, {16, 14, 29}, {16, 16, 5}, {16, 16, 12}, {16, 16, 13}, {16, 16, 14}, {16, 16, 16}, {16, 16, 29}, {16, 16, 32}, {16, 29, 14}, {16, 29, 16}, {16, 29, 29}, {16, 32, 5}, {16, 32, 12}, {16, 32, 13}, {16, 32, 16}, {16, 32, 32}, {17, 17, 17}, {18, 18, 18}, {19, 19, 19}, {20, 11, 11}, {20, 11, 12}, {20, 11, 20}, {20, 11, 25}, {20, 11, 32}, {20, 12, 11}, {20, 12, 12}, {20, 12, 20}, {20, 12, 25}, {20, 12, 32}, {20, 20, 11}, {20, 20, 12}, {20, 20, 20}, {20, 20, 25}, {20, 20, 32}, {20, 25, 11}, {20, 25, 12}, {20, 25, 20}, {20, 25, 25}, {20, 25, 32}, {20, 32, 11}, {20, 32, 12}, {20, 32, 20}, {20, 32, 25}, {20, 32, 32}, {21, 21, 21}, {22, 9, 9}, {22, 9, 22}, {22, 9, 32}, {22, 22, 9}, {22, 22, 22}, {22, 22, 32}, {22, 32, 9}, {22, 32, 22}, {22, 32, 32}, {23, 23, 23}, {24, 5, 5}, {24, 5, 13}, {24, 5, 24}, {24, 5, 26}, {24, 5, 32}, {24, 13, 5}, {24, 13, 13}, {24, 13, 24}, {24, 13, 26}, {24, 13, 32}, {24, 24, 5}, {24, 24, 13}, {24, 24, 24}, {24, 24, 26}, {24, 24, 32}, {24, 26, 5}, {24, 26, 13}, {24, 26, 24}, {24, 26, 26}, {24, 26, 32}, {24, 32, 5}, {24, 32, 13}, {24, 32, 24}, {24, 32, 26}, {24, 32, 32}, {25, 4, 4}, {25, 4, 5}, {25, 4, 7}, {25, 4, 9}, {25, 4, 13}, {25, 4, 25}, {25, 4, 26}, {25, 4, 28}, {25, 4, 32}, {25, 4, 45}, {25, 5, 4}, {25, 5, 5}, {25, 5, 7}, {25, 5, 9}, {25, 5, 13}, {25, 5, 25}, {25, 5, 26}, {25, 5, 28}, {25, 5, 32}, {25, 5, 45}, {25, 7, 4}, {25, 7, 5}, {25, 7, 7}, {25, 7, 9}, {25, 7, 13}, {25, 7, 25}, {25, 7, 26}, {25, 7, 28}, {25, 7, 32}, {25, 7, 45}, {25, 9, 4}, {25, 9, 5}, {25, 9, 7}, {25, 9, 9}, {25, 9, 13}, {25, 9, 25}, {25, 9, 26}, {25, 9, 28}, {25, 9, 32}, {25, 9, 45}, {25, 11, 11}, {25, 11, 12}, {25, 11, 20}, {25, 11, 25}, {25, 11, 32}, {25, 12, 11}, {25, 12, 12}, {25, 12, 20}, {25, 12, 25}, {25, 12, 32}, {25, 13, 4}, {25, 13, 5}, {25, 13, 7}, {25, 13, 9}, {25, 13, 13}, {25, 13, 14}, {25, 13, 25}, {25, 13, 26}, {25, 13, 28}, {25, 13, 32}, {25, 13, 45}, {25, 14, 13}, {25, 14, 14}, {25, 14, 25}, {25, 14, 26}, {25, 14, 32}, {25, 20, 11}, {25, 20, 12}, {25, 20, 20}, {25, 20, 25}, {25, 20, 32}, {25, 25, 4}, {25, 25, 5}, {25, 25, 7}, {25, 25, 9}, {25, 25, 11}, {25, 25, 12}, {25, 25, 13}, {25, 25, 14}, {25, 25, 20}, {25, 25, 25}, {25, 25, 26}, {25, 25, 28}, {25, 25, 32}, {25, 25, 45}, {25, 26, 4}, {25, 26, 5}, {25, 26, 7}, {25, 26, 9}, {25, 26, 13}, {25, 26, 14}, {25, 26, 25}, {25, 26, 26}, {25, 26, 28}, {25, 26, 32}, {25, 26, 45}, {25, 28, 4}, {25, 28, 5}, {25, 28, 7}, {25, 28, 9}, {25, 28, 13}, {25, 28, 25}, {25, 28, 26}, {25, 28, 28}, {25, 28, 32}, {25, 28, 45}, {25, 32, 4}, {25, 32, 5}, {25, 32, 7}, {25, 32, 9}, {25, 32, 11}, {25, 32, 12}, {25, 32, 13}, {25, 32, 14}, {25, 32, 20}, {25, 32, 25}, {25, 32, 26}, {25, 32, 28}, {25, 32, 32}, {25, 32, 45}, {25, 45, 4}, {25, 45, 5}, {25, 45, 7}, {25, 45, 9}, {25, 45, 13}, {25, 45, 25}, {25, 45, 26}, {25, 45, 28}, {25, 45, 32}, {25, 45, 45}, {26, 4, 4}, {26, 4, 5}, {26, 4, 7}, {26, 4, 9}, {26, 4, 13}, {26, 4, 25}, {26, 4, 26}, {26, 4, 28}, {26, 4, 32}, {26, 4, 45}, {26, 5, 4}, {26, 5, 5}, {26, 5, 7}, {26, 5, 9}, {26, 5, 12}, {26, 5, 13}, {26, 5, 24}, {26, 5, 25}, {26, 5, 26}, {26, 5, 28}, {26, 5, 32}, {26, 5, 45}, {26, 7, 4}, {26, 7, 5}, {26, 7, 7}, {26, 7, 9}, {26, 7, 13}, {26, 7, 25}, {26, 7, 26}, {26, 7, 28}, {26, 7, 32}, {26, 7, 45}, {26, 9, 4}, {26, 9, 5}, {26, 9, 7}, {26, 9, 9}, {26, 9, 13}, {26, 9, 25}, {26, 9, 26}, {26, 9, 28}, {26, 9, 32}, {26, 9, 45}, {26, 12, 5}, {26, 12, 12}, {26, 12, 13}, {26, 12, 26}, {26, 12, 32}, {26, 13, 4}, {26, 13, 5}, {26, 13, 7}, {26, 13, 9}, {26, 13, 12}, {26, 13, 13}, {26, 13, 14}, {26, 13, 24}, {26, 13, 25}, {26, 13, 26}, {26, 13, 28}, {26, 13, 32}, {26, 13, 45}, {26, 14, 13}, {26, 14, 14}, {26, 14, 25}, {26, 14, 26}, {26, 14, 32}, {26, 24, 5}, {26, 24, 13}, {26, 24, 24}, {26, 24, 26}, {26, 24, 32}, {26, 25, 4}, {26, 25, 5}, {26, 25, 7}, {26, 25, 9}, {26, 25, 13}, {26, 25, 14}, {26, 25, 25}, {26, 25, 26}, {26, 25, 28}, {26, 25, 32}, {26, 25, 45}, {26, 26, 4}, {26, 26, 5}, {26, 26, 7}, {26, 26, 9}, {26, 26, 12}, {26, 26, 13}, {26, 26, 14}, {26, 26, 24}, {26, 26, 25}, {26, 26, 26}, {26, 26, 28}, {26, 26, 32}, {26, 26, 45}, {26, 28, 4}, {26, 28, 5}, {26, 28, 7}, {26, 28, 9}, {26, 28, 13}, {26, 28, 25}, {26, 28, 26}, {26, 28, 28}, {26, 28, 32}, {26, 28, 45}, {26, 32, 4}, {26, 32, 5}, {26, 32, 7}, {26, 32, 9}, {26, 32, 12}, {26, 32, 13}, {26, 32, 14}, {26, 32, 24}, {26, 32, 25}, {26, 32, 26}, {26, 32, 28}, {26, 32, 32}, {26, 32, 45}, {26, 45, 4}, {26, 45, 5}, {26, 45, 7}, {26, 45, 9}, {26, 45, 13}, {26, 45, 25}, {26, 45, 26}, {26, 45, 28}, {26, 45, 32}, {26, 45, 45}, {27, 27, 27}, {28, 4, 4}, {28, 4, 5}, {28, 4, 7}, {28, 4, 9}, {28, 4, 13}, {28, 4, 25}, {28, 4, 26}, {28, 4, 28}, {28, 4, 32}, {28, 4, 45}, {28, 5, 4}, {28, 5, 5}, {28, 5, 7}, {28, 5, 9}, {28, 5, 13}, {28, 5, 25}, {28, 5, 26}, {28, 5, 28}, {28, 5, 32}, {28, 5, 45}, {28, 7, 4}, {28, 7, 5}, {28, 7, 7}, {28, 7, 9}, {28, 7, 13}, {28, 7, 25}, {28, 7, 26}, {28, 7, 28}, {28, 7, 32}, {28, 7, 45}, {28, 9, 4}, {28, 9, 5}, {28, 9, 7}, {28, 9, 9}, {28, 9, 13}, {28, 9, 25}, {28, 9, 26}, {28, 9, 28}, {28, 9, 32}, {28, 9, 45}, {28, 13, 4}, {28, 13, 5}, {28, 13, 7}, {28, 13, 9}, {28, 13, 13}, {28, 13, 25}, {28, 13, 26}, {28, 13, 28}, {28, 13, 32}, {28, 13, 45}, {28, 25, 4}, {28, 25, 5}, {28, 25, 7}, {28, 25, 9}, {28, 25, 13}, {28, 25, 25}, {28, 25, 26}, {28, 25, 28}, {28, 25, 32}, {28, 25, 45}, {28, 26, 4}, {28, 26, 5}, {28, 26, 7}, {28, 26, 9}, {28, 26, 13}, {28, 26, 25}, {28, 26, 26}, {28, 26, 28}, {28, 26, 32}, {28, 26, 45}, {28, 28, 4}, {28, 28, 5}, {28, 28, 7}, {28, 28, 9}, {28, 28, 13}, {28, 28, 25}, {28, 28, 26}, {28, 28, 28}, {28, 28, 32}, {28, 28, 45}, {28, 32, 4}, {28, 32, 5}, {28, 32, 7}, {28, 32, 9}, {28, 32, 13}, {28, 32, 25}, {28, 32, 26}, {28, 32, 28}, {28, 32, 32}, {28, 32, 45}, {28, 45, 4}, {28, 45, 5}, {28, 45, 7}, {28, 45, 9}, {28, 45, 13}, {28, 45, 25}, {28, 45, 26}, {28, 45, 28}, {28, 45, 32}, {28, 45, 45}, {29, 14, 14}, {29, 14, 16}, {29, 14, 29}, {29, 14, 32}, {29, 16, 14}, {29, 16, 16}, {29, 16, 29}, {29, 29, 14}, {29, 29, 16}, {29, 29, 29}, {29, 29, 32}, {29, 32, 14}, {29, 32, 29}, {29, 32, 32}, {30, 30, 30}, {31, 31, 31}, {32, 4, 4}, {32, 4, 5}, {32, 4, 7}, {32, 4, 9}, {32, 4, 13}, {32, 4, 25}, {32, 4, 26}, {32, 4, 28}, {32, 4, 32}, {32, 4, 45}, {32, 5, 4}, {32, 5, 5}, {32, 5, 7}, {32, 5, 9}, {32, 5, 12}, {32, 5, 13}, {32, 5, 16}, {32, 5, 24}, {32, 5, 25}, {32, 5, 26}, {32, 5, 28}, {32, 5, 32}, {32, 5, 45}, {32, 7, 4}, {32, 7, 5}, {32, 7, 7}, {32, 7, 9}, {32, 7, 13}, {32, 7, 25}, {32, 7, 26}, {32, 7, 28}, {32, 7, 32}, {32, 7, 45}, {32, 9, 4}, {32, 9, 5}, {32, 9, 7}, {32, 9, 9}, {32, 9, 10}, {32, 9, 12}, {32, 9, 13}, {32, 9, 22}, {32, 9, 25}, {32, 9, 26}, {32, 9, 28}, {32, 9, 32}, {32, 9, 45}, {32, 10, 9}, {32, 10, 10}, {32, 10, 12}, {32, 10, 32}, {32, 11, 11}, {32, 11, 12}, {32, 11, 20}, {32, 11, 25}, {32, 11, 32}, {32, 12, 5}, {32, 12, 9}, {32, 12, 10}, {32, 12, 11}, {32, 12, 12}, {32, 12, 13}, {32, 12, 16}, {32, 12, 20}, {32, 12, 25}, {32, 12, 26}, {32, 12, 32}, {32, 13, 4}, {32, 13, 5}, {32, 13, 7}, {32, 13, 9}, {32, 13, 12}, {32, 13, 13}, {32, 13, 14}, {32, 13, 16}, {32, 13, 24}, {32, 13, 25}, {32, 13, 26}, {32, 13, 28}, {32, 13, 32}, {32, 13, 45}, {32, 14, 13}, {32, 14, 14}, {32, 14, 25}, {32, 14, 26}, {32, 14, 29}, {32, 14, 32}, {32, 16, 5}, {32, 16, 12}, {32, 16, 13}, {32, 16, 16}, {32, 16, 32}, {32, 20, 11}, {32, 20, 12}, {32, 20, 20}, {32, 20, 25}, {32, 20, 32}, {32, 22, 9}, {32, 22, 22}, {32, 22, 32}, {32, 24, 5}, {32, 24, 13}, {32, 24, 24}, {32, 24, 26}, {32, 24, 32}, {32, 25, 4}, {32, 25, 5}, {32, 25, 7}, {32, 25, 9}, {32, 25, 11}, {32, 25, 12}, {32, 25, 13}, {32, 25, 14}, {32, 25, 20}, {32, 25, 25}, {32, 25, 26}, {32, 25, 28}, {32, 25, 32}, {32, 25, 45}, {32, 26, 4}, {32, 26, 5}, {32, 26, 7}, {32, 26, 9}, {32, 26, 12}, {32, 26, 13}, {32, 26, 14}, {32, 26, 24}, {32, 26, 25}, {32, 26, 26}, {32, 26, 28}, {32, 26, 32}, {32, 26, 45}, {32, 28, 4}, {32, 28, 5}, {32, 28, 7}, {32, 28, 9}, {32, 28, 13}, {32, 28, 25}, {32, 28, 26}, {32, 28, 28}, {32, 28, 32}, {32, 28, 45}, {32, 29, 14}, {32, 29, 29}, {32, 29, 32}, {32, 32, 4}, {32, 32, 5}, {32, 32, 7}, {32, 32, 9}, {32, 32, 10}, {32, 32, 11}, {32, 32, 12}, {32, 32, 13}, {32, 32, 14}, {32, 32, 16}, {32, 32, 20}, {32, 32, 22}, {32, 32, 24}, {32, 32, 25}, {32, 32, 26}, {32, 32, 28}, {32, 32, 29}, {32, 32, 32}, {32, 32, 45}, {32, 45, 4}, {32, 45, 5}, {32, 45, 7}, {32, 45, 9}, {32, 45, 13}, {32, 45, 25}, {32, 45, 26}, {32, 45, 28}, {32, 45, 32}, {32, 45, 45}, {45, 4, 4}, {45, 4, 5}, {45, 4, 7}, {45, 4, 9}, {45, 4, 13}, {45, 4, 25}, {45, 4, 26}, {45, 4, 28}, {45, 4, 32}, {45, 4, 45}, {45, 5, 4}, {45, 5, 5}, {45, 5, 7}, {45, 5, 9}, {45, 5, 13}, {45, 5, 25}, {45, 5, 26}, {45, 5, 28}, {45, 5, 32}, {45, 5, 45}, {45, 7, 4}, {45, 7, 5}, {45, 7, 7}, {45, 7, 9}, {45, 7, 13}, {45, 7, 25}, {45, 7, 26}, {45, 7, 28}, {45, 7, 32}, {45, 7, 45}, {45, 9, 4}, {45, 9, 5}, {45, 9, 7}, {45, 9, 9}, {45, 9, 13}, {45, 9, 25}, {45, 9, 26}, {45, 9, 28}, {45, 9, 32}, {45, 9, 45}, {45, 13, 4}, {45, 13, 5}, {45, 13, 7}, {45, 13, 9}, {45, 13, 13}, {45, 13, 25}, {45, 13, 26}, {45, 13, 28}, {45, 13, 32}, {45, 13, 45}, {45, 25, 4}, {45, 25, 5}, {45, 25, 7}, {45, 25, 9}, {45, 25, 13}, {45, 25, 25}, {45, 25, 26}, {45, 25, 28}, {45, 25, 32}, {45, 25, 45}, {45, 26, 4}, {45, 26, 5}, {45, 26, 7}, {45, 26, 9}, {45, 26, 13}, {45, 26, 25}, {45, 26, 26}, {45, 26, 28}, {45, 26, 32}, {45, 26, 45}, {45, 28, 4}, {45, 28, 5}, {45, 28, 7}, {45, 28, 9}, {45, 28, 13}, {45, 28, 25}, {45, 28, 26}, {45, 28, 28}, {45, 28, 32}, {45, 28, 45}, {45, 32, 4}, {45, 32, 5}, {45, 32, 7}, {45, 32, 9}, {45, 32, 13}, {45, 32, 25}, {45, 32, 26}, {45, 32, 28}, {45, 32, 32}, {45, 32, 45}, {45, 45, 4}, {45, 45, 5}, {45, 45, 7}, {45, 45, 9}, {45, 45, 13}, {45, 45, 25}, {45, 45, 26}, {45, 45, 28}, {45, 45, 32}, {45, 45, 45}, {55, 16, 16}, {55, 16, 29}, {55, 16, 55}, {55, 29, 16}, {55, 29, 29}, {55, 29, 32}, {55, 29, 55}, {55, 32, 29}, {55, 32, 32}, {55, 32, 55}, {55, 55, 16}, {55, 55, 29}, {55, 55, 32}, {55, 55, 55}, {64, 64, 64}, {78, 78, 78}, }; } else if (argv[1] == std::string("predicted")) { libsmm_acc_triplets = { { 4, 4, 40}, { 4, 6, 30}, { 4, 10, 45}, { 4, 13, 11}, { 4, 17, 10}, { 4, 18, 42}, { 4, 19, 15}, { 4, 22, 37}, { 4, 26, 17}, { 4, 31, 4}, { 4, 32, 18}, { 4, 34, 21}, { 4, 37, 6}, { 4, 37, 28}, { 4, 40, 15}, { 4, 43, 40}, { 4, 44, 18}, { 5, 7, 30}, { 5, 7, 37}, { 5, 11, 7}, { 5, 11, 41}, { 5, 14, 13}, { 5, 17, 40}, { 5, 18, 13}, { 5, 21, 9}, { 5, 22, 35}, { 5, 24, 40}, { 5, 28, 38}, { 5, 29, 26}, { 5, 29, 40}, { 5, 34, 40}, { 5, 36, 44}, { 5, 37, 4}, { 5, 38, 16}, { 5, 40, 12}, { 5, 45, 27}, { 5, 45, 44}, { 6, 4, 30}, { 6, 4, 37}, { 6, 7, 19}, { 6, 10, 40}, { 6, 13, 30}, { 6, 13, 33}, { 6, 16, 17}, { 6, 18, 28}, { 6, 18, 42}, { 6, 20, 13}, { 6, 20, 33}, { 6, 22, 44}, { 6, 24, 28}, { 6, 25, 21}, { 6, 25, 27}, { 6, 26, 24}, { 6, 31, 23}, { 6, 31, 40}, { 6, 33, 45}, { 6, 34, 31}, { 6, 34, 34}, { 6, 36, 8}, { 6, 38, 34}, { 6, 40, 4}, { 7, 4, 42}, { 7, 6, 23}, { 7, 11, 4}, { 7, 12, 38}, { 7, 12, 40}, { 7, 16, 12}, { 7, 17, 39}, { 7, 20, 7}, { 7, 20, 35}, { 7, 23, 13}, { 7, 27, 18}, { 7, 31, 37}, { 7, 32, 18}, { 7, 33, 44}, { 7, 35, 31}, { 7, 39, 19}, { 7, 40, 40}, { 7, 41, 14}, { 7, 45, 16}, { 7, 45, 38}, { 8, 6, 15}, { 8, 7, 11}, { 8, 11, 5}, { 8, 11, 13}, { 8, 13, 30}, { 8, 14, 28}, { 8, 22, 37}, { 8, 24, 44}, { 8, 26, 11}, { 8, 26, 15}, { 8, 30, 44}, { 8, 32, 23}, { 8, 37, 34}, { 8, 37, 36}, { 8, 38, 17}, { 8, 39, 6}, { 8, 39, 12}, { 8, 39, 33}, { 8, 40, 23}, { 8, 40, 28}, { 8, 41, 16}, { 8, 44, 32}, { 8, 45, 30}, { 9, 5, 20}, { 9, 8, 19}, { 9, 9, 20}, { 9, 9, 21}, { 9, 10, 25}, { 9, 12, 14}, { 9, 15, 5}, { 9, 16, 8}, { 9, 16, 32}, { 9, 18, 35}, { 9, 22, 45}, { 9, 23, 37}, { 9, 24, 38}, { 9, 26, 27}, { 9, 26, 35}, { 9, 27, 12}, { 9, 27, 38}, { 9, 29, 14}, { 9, 30, 44}, { 9, 35, 30}, { 9, 37, 4}, { 9, 37, 24}, { 9, 39, 4}, { 9, 41, 11}, { 9, 41, 30}, {10, 4, 17}, {10, 5, 20}, {10, 9, 27}, {10, 11, 32}, {10, 11, 44}, {10, 12, 25}, {10, 12, 34}, {10, 15, 28}, {10, 17, 20}, {10, 19, 15}, {10, 19, 32}, {10, 19, 39}, {10, 20, 34}, {10, 27, 4}, {10, 27, 22}, {10, 30, 9}, {10, 31, 18}, {10, 32, 37}, {10, 36, 41}, {10, 38, 15}, {10, 44, 30}, {11, 9, 27}, {11, 10, 18}, {11, 13, 22}, {11, 14, 35}, {11, 16, 14}, {11, 17, 8}, {11, 19, 30}, {11, 22, 27}, {11, 23, 39}, {11, 24, 17}, {11, 25, 30}, {11, 26, 32}, {11, 29, 23}, {11, 31, 5}, {11, 31, 23}, {11, 35, 29}, {11, 41, 33}, {11, 44, 37}, {12, 8, 11}, {12, 8, 16}, {12, 8, 20}, {12, 9, 34}, {12, 10, 43}, {12, 15, 20}, {12, 15, 41}, {12, 16, 11}, {12, 17, 21}, {12, 17, 23}, {12, 17, 33}, {12, 18, 20}, {12, 18, 29}, {12, 19, 26}, {12, 20, 40}, {12, 22, 42}, {12, 23, 44}, {12, 25, 9}, {12, 28, 18}, {12, 30, 7}, {12, 36, 15}, {12, 37, 39}, {12, 40, 13}, {12, 41, 30}, {12, 42, 8}, {12, 43, 28}, {13, 4, 16}, {13, 7, 8}, {13, 7, 22}, {13, 7, 43}, {13, 10, 14}, {13, 11, 24}, {13, 13, 17}, {13, 14, 42}, {13, 16, 25}, {13, 17, 5}, {13, 18, 32}, {13, 19, 22}, {13, 20, 9}, {13, 21, 35}, {13, 24, 8}, {13, 24, 45}, {13, 27, 4}, {13, 27, 29}, {13, 29, 4}, {13, 29, 45}, {13, 30, 37}, {13, 32, 19}, {13, 34, 15}, {13, 34, 36}, {13, 35, 5}, {13, 35, 19}, {13, 37, 34}, {13, 38, 35}, {13, 39, 36}, {13, 40, 42}, {13, 43, 34}, {13, 43, 44}, {13, 44, 28}, {14, 4, 11}, {14, 5, 6}, {14, 9, 16}, {14, 11, 41}, {14, 15, 38}, {14, 16, 19}, {14, 17, 16}, {14, 21, 40}, {14, 22, 29}, {14, 23, 23}, {14, 24, 18}, {14, 26, 35}, {14, 26, 39}, {14, 29, 25}, {14, 32, 8}, {14, 36, 39}, {14, 37, 34}, {14, 39, 28}, {14, 40, 25}, {14, 44, 15}, {15, 5, 11}, {15, 5, 21}, {15, 5, 39}, {15, 9, 21}, {15, 11, 24}, {15, 11, 32}, {15, 11, 40}, {15, 11, 43}, {15, 13, 29}, {15, 14, 26}, {15, 15, 19}, {15, 17, 44}, {15, 23, 6}, {15, 24, 8}, {15, 24, 22}, {15, 27, 12}, {15, 30, 41}, {15, 34, 29}, {15, 36, 17}, {15, 36, 33}, {15, 37, 19}, {15, 37, 32}, {15, 38, 16}, {15, 43, 38}, {15, 43, 40}, {15, 45, 14}, {16, 5, 20}, {16, 6, 32}, {16, 9, 16}, {16, 9, 28}, {16, 9, 35}, {16, 10, 33}, {16, 11, 5}, {16, 14, 15}, {16, 16, 40}, {16, 17, 24}, {16, 19, 33}, {16, 21, 22}, {16, 22, 9}, {16, 22, 38}, {16, 25, 15}, {16, 31, 18}, {16, 31, 45}, {16, 35, 8}, {16, 35, 30}, {16, 39, 44}, {16, 40, 25}, {16, 41, 41}, {17, 5, 5}, {17, 10, 5}, {17, 10, 27}, {17, 12, 42}, {17, 14, 45}, {17, 17, 13}, {17, 18, 18}, {17, 18, 25}, {17, 19, 12}, {17, 23, 9}, {17, 23, 25}, {17, 25, 5}, {17, 26, 30}, {17, 28, 41}, {17, 29, 39}, {17, 30, 4}, {17, 32, 13}, {17, 32, 17}, {17, 34, 20}, {17, 39, 11}, {17, 41, 29}, {17, 42, 15}, {17, 44, 17}, {17, 45, 17}, {17, 45, 36}, {17, 45, 37}, {17, 45, 38}, {18, 5, 26}, {18, 8, 20}, {18, 10, 4}, {18, 12, 8}, {18, 14, 20}, {18, 16, 5}, {18, 17, 32}, {18, 18, 23}, {18, 21, 4}, {18, 21, 33}, {18, 23, 38}, {18, 25, 5}, {18, 25, 23}, {18, 28, 7}, {18, 29, 22}, {18, 35, 19}, {18, 36, 35}, {18, 37, 32}, {18, 40, 34}, {18, 42, 35}, {18, 43, 44}, {18, 45, 30}, {18, 45, 35}, {19, 4, 45}, {19, 5, 11}, {19, 6, 15}, {19, 6, 20}, {19, 9, 17}, {19, 10, 13}, {19, 12, 18}, {19, 13, 6}, {19, 13, 15}, {19, 15, 14}, {19, 16, 9}, {19, 19, 13}, {19, 19, 29}, {19, 19, 34}, {19, 20, 37}, {19, 20, 41}, {19, 21, 6}, {19, 22, 25}, {19, 22, 32}, {19, 25, 16}, {19, 27, 4}, {19, 29, 13}, {19, 29, 20}, {19, 29, 23}, {19, 31, 38}, {19, 35, 7}, {19, 35, 23}, {19, 38, 40}, {19, 39, 9}, {19, 39, 41}, {19, 42, 34}, {19, 43, 18}, {19, 44, 15}, {19, 44, 31}, {19, 44, 44}, {20, 9, 21}, {20, 9, 23}, {20, 12, 36}, {20, 13, 45}, {20, 14, 13}, {20, 17, 20}, {20, 20, 34}, {20, 21, 23}, {20, 27, 36}, {20, 27, 42}, {20, 29, 27}, {20, 34, 8}, {20, 34, 32}, {20, 36, 19}, {20, 37, 32}, {20, 37, 42}, {20, 39, 32}, {20, 39, 40}, {20, 40, 40}, {20, 43, 20}, {21, 6, 33}, {21, 9, 19}, {21, 9, 42}, {21, 11, 8}, {21, 11, 26}, {21, 11, 33}, {21, 13, 38}, {21, 15, 45}, {21, 17, 27}, {21, 19, 37}, {21, 20, 12}, {21, 20, 45}, {21, 21, 13}, {21, 21, 31}, {21, 21, 34}, {21, 21, 41}, {21, 23, 20}, {21, 23, 28}, {21, 28, 6}, {21, 29, 42}, {21, 31, 44}, {21, 33, 19}, {21, 35, 22}, {21, 39, 45}, {21, 40, 25}, {21, 43, 22}, {22, 7, 10}, {22, 13, 19}, {22, 15, 9}, {22, 16, 39}, {22, 16, 41}, {22, 17, 38}, {22, 18, 11}, {22, 21, 42}, {22, 28, 8}, {22, 29, 41}, {22, 30, 19}, {22, 30, 20}, {22, 32, 27}, {22, 34, 17}, {22, 35, 12}, {22, 36, 9}, {22, 38, 12}, {22, 44, 25}, {22, 45, 7}, {23, 4, 42}, {23, 6, 22}, {23, 10, 41}, {23, 10, 44}, {23, 11, 16}, {23, 11, 36}, {23, 13, 35}, {23, 19, 16}, {23, 20, 21}, {23, 22, 8}, {23, 23, 7}, {23, 23, 10}, {23, 25, 24}, {23, 25, 25}, {23, 27, 35}, {23, 28, 19}, {23, 29, 26}, {23, 29, 37}, {23, 30, 17}, {23, 30, 24}, {23, 32, 5}, {23, 32, 30}, {23, 34, 25}, {23, 34, 27}, {23, 35, 17}, {23, 35, 29}, {23, 45, 8}, {24, 7, 29}, {24, 7, 31}, {24, 7, 35}, {24, 12, 6}, {24, 13, 14}, {24, 13, 28}, {24, 13, 31}, {24, 15, 16}, {24, 18, 38}, {24, 20, 28}, {24, 23, 41}, {24, 26, 18}, {24, 26, 42}, {24, 28, 15}, {24, 29, 34}, {24, 30, 41}, {24, 32, 31}, {24, 32, 38}, {24, 33, 34}, {24, 34, 6}, {24, 36, 17}, {24, 36, 34}, {24, 39, 35}, {24, 40, 5}, {24, 43, 34}, {24, 44, 28}, {24, 45, 12}, {25, 4, 36}, {25, 6, 28}, {25, 9, 21}, {25, 12, 33}, {25, 13, 20}, {25, 14, 9}, {25, 16, 34}, {25, 17, 20}, {25, 18, 36}, {25, 18, 41}, {25, 19, 22}, {25, 21, 26}, {25, 24, 20}, {25, 24, 38}, {25, 26, 31}, {25, 29, 37}, {25, 33, 38}, {25, 35, 5}, {25, 35, 20}, {25, 36, 17}, {25, 36, 43}, {25, 41, 35}, {25, 43, 14}, {25, 43, 28}, {25, 43, 43}, {25, 44, 4}, {25, 45, 16}, {26, 4, 33}, {26, 5, 44}, {26, 6, 16}, {26, 7, 33}, {26, 8, 33}, {26, 8, 39}, {26, 15, 30}, {26, 15, 41}, {26, 17, 10}, {26, 17, 14}, {26, 17, 21}, {26, 18, 18}, {26, 18, 25}, {26, 21, 28}, {26, 21, 41}, {26, 24, 16}, {26, 24, 20}, {26, 26, 29}, {26, 27, 31}, {26, 28, 33}, {26, 30, 31}, {26, 44, 39}, {27, 6, 26}, {27, 6, 29}, {27, 11, 8}, {27, 14, 28}, {27, 18, 4}, {27, 18, 41}, {27, 19, 28}, {27, 19, 32}, {27, 19, 34}, {27, 19, 39}, {27, 22, 45}, {27, 24, 22}, {27, 24, 45}, {27, 30, 37}, {27, 31, 41}, {27, 36, 13}, {27, 36, 41}, {27, 40, 11}, {27, 40, 18}, {27, 42, 38}, {27, 45, 20}, {27, 45, 35}, {28, 4, 44}, {28, 5, 8}, {28, 5, 17}, {28, 5, 22}, {28, 7, 37}, {28, 8, 12}, {28, 8, 41}, {28, 9, 27}, {28, 11, 28}, {28, 14, 38}, {28, 15, 11}, {28, 17, 27}, {28, 18, 14}, {28, 19, 24}, {28, 19, 39}, {28, 21, 8}, {28, 23, 24}, {28, 28, 15}, {28, 29, 45}, {28, 30, 27}, {28, 32, 16}, {28, 32, 27}, {28, 36, 10}, {28, 38, 28}, {28, 40, 26}, {28, 40, 29}, {28, 44, 19}, {28, 44, 28}, {28, 44, 38}, {29, 4, 14}, {29, 7, 25}, {29, 10, 31}, {29, 11, 8}, {29, 12, 16}, {29, 12, 33}, {29, 13, 26}, {29, 15, 14}, {29, 19, 6}, {29, 19, 13}, {29, 19, 38}, {29, 19, 39}, {29, 19, 42}, {29, 20, 21}, {29, 20, 31}, {29, 21, 13}, {29, 21, 14}, {29, 22, 20}, {29, 23, 4}, {29, 24, 13}, {29, 24, 31}, {29, 26, 30}, {29, 27, 14}, {29, 28, 12}, {29, 28, 20}, {29, 29, 36}, {29, 31, 8}, {29, 31, 9}, {29, 33, 7}, {29, 38, 30}, {29, 43, 31}, {29, 45, 7}, {30, 6, 5}, {30, 9, 33}, {30, 10, 21}, {30, 11, 24}, {30, 13, 33}, {30, 17, 35}, {30, 18, 13}, {30, 20, 28}, {30, 21, 35}, {30, 22, 17}, {30, 22, 37}, {30, 27, 24}, {30, 27, 28}, {30, 28, 18}, {30, 32, 30}, {30, 33, 41}, {30, 39, 18}, {30, 42, 32}, {31, 5, 5}, {31, 8, 34}, {31, 10, 45}, {31, 11, 42}, {31, 12, 40}, {31, 15, 40}, {31, 16, 30}, {31, 17, 16}, {31, 19, 17}, {31, 20, 18}, {31, 21, 11}, {31, 26, 27}, {31, 29, 38}, {31, 31, 5}, {31, 39, 18}, {31, 39, 33}, {31, 43, 11}, {31, 44, 17}, {32, 6, 40}, {32, 6, 44}, {32, 7, 34}, {32, 8, 17}, {32, 13, 6}, {32, 13, 8}, {32, 14, 38}, {32, 15, 12}, {32, 18, 6}, {32, 26, 15}, {32, 28, 23}, {32, 30, 23}, {32, 31, 6}, {32, 35, 9}, {32, 36, 44}, {32, 37, 16}, {32, 38, 24}, {32, 38, 26}, {32, 42, 24}, {32, 44, 39}, {32, 45, 19}, {33, 8, 30}, {33, 12, 23}, {33, 16, 6}, {33, 17, 7}, {33, 17, 26}, {33, 19, 30}, {33, 20, 5}, {33, 25, 25}, {33, 25, 45}, {33, 27, 19}, {33, 29, 31}, {33, 30, 37}, {33, 30, 42}, {33, 31, 35}, {33, 32, 9}, {33, 34, 9}, {33, 36, 16}, {33, 36, 19}, {33, 36, 40}, {33, 38, 8}, {33, 42, 5}, {33, 42, 34}, {33, 44, 26}, {33, 45, 8}, {33, 45, 27}, {34, 6, 32}, {34, 9, 26}, {34, 10, 42}, {34, 13, 39}, {34, 14, 13}, {34, 14, 25}, {34, 16, 6}, {34, 19, 5}, {34, 20, 27}, {34, 20, 33}, {34, 20, 37}, {34, 23, 6}, {34, 24, 26}, {34, 25, 41}, {34, 30, 33}, {34, 31, 43}, {34, 32, 12}, {34, 33, 15}, {34, 37, 6}, {34, 38, 4}, {34, 38, 44}, {34, 44, 26}, {35, 8, 13}, {35, 10, 16}, {35, 12, 37}, {35, 13, 5}, {35, 13, 40}, {35, 13, 45}, {35, 14, 44}, {35, 15, 33}, {35, 17, 5}, {35, 17, 15}, {35, 23, 11}, {35, 23, 20}, {35, 25, 11}, {35, 26, 42}, {35, 31, 37}, {35, 33, 8}, {35, 33, 24}, {35, 35, 6}, {35, 36, 36}, {35, 38, 27}, {35, 41, 32}, {35, 44, 45}, {36, 4, 26}, {36, 5, 14}, {36, 6, 9}, {36, 6, 35}, {36, 6, 43}, {36, 8, 38}, {36, 9, 24}, {36, 11, 21}, {36, 11, 22}, {36, 12, 23}, {36, 12, 39}, {36, 12, 42}, {36, 14, 10}, {36, 17, 10}, {36, 17, 14}, {36, 18, 19}, {36, 19, 22}, {36, 19, 32}, {36, 23, 4}, {36, 24, 11}, {36, 24, 12}, {36, 25, 19}, {36, 29, 38}, {36, 29, 45}, {36, 32, 41}, {36, 35, 15}, {36, 42, 13}, {36, 43, 31}, {36, 45, 19}, {37, 4, 13}, {37, 5, 4}, {37, 5, 6}, {37, 5, 16}, {37, 6, 40}, {37, 10, 28}, {37, 13, 42}, {37, 16, 21}, {37, 19, 14}, {37, 19, 23}, {37, 20, 27}, {37, 21, 41}, {37, 22, 14}, {37, 23, 32}, {37, 24, 4}, {37, 29, 39}, {37, 29, 44}, {37, 31, 7}, {37, 35, 36}, {37, 36, 22}, {37, 37, 27}, {38, 4, 5}, {38, 4, 6}, {38, 13, 9}, {38, 16, 30}, {38, 17, 9}, {38, 17, 14}, {38, 17, 32}, {38, 19, 26}, {38, 22, 9}, {38, 29, 15}, {38, 30, 35}, {38, 32, 40}, {38, 33, 34}, {38, 35, 22}, {38, 35, 32}, {38, 36, 36}, {38, 38, 14}, {38, 42, 31}, {38, 43, 43}, {39, 4, 43}, {39, 7, 36}, {39, 8, 9}, {39, 8, 43}, {39, 10, 27}, {39, 11, 13}, {39, 13, 20}, {39, 14, 36}, {39, 16, 19}, {39, 20, 9}, {39, 22, 40}, {39, 28, 11}, {39, 29, 13}, {39, 30, 43}, {39, 35, 30}, {39, 35, 40}, {39, 41, 41}, {39, 42, 33}, {39, 44, 13}, {39, 44, 39}, {39, 45, 10}, {39, 45, 32}, {40, 5, 33}, {40, 5, 40}, {40, 10, 31}, {40, 12, 44}, {40, 18, 10}, {40, 19, 30}, {40, 21, 12}, {40, 24, 42}, {40, 25, 10}, {40, 28, 15}, {40, 29, 34}, {40, 30, 4}, {40, 32, 5}, {40, 32, 23}, {40, 34, 29}, {40, 37, 15}, {40, 37, 42}, {40, 38, 29}, {40, 41, 43}, {40, 42, 32}, {40, 43, 9}, {41, 4, 38}, {41, 7, 23}, {41, 11, 38}, {41, 14, 27}, {41, 15, 4}, {41, 17, 45}, {41, 18, 39}, {41, 23, 6}, {41, 24, 9}, {41, 26, 31}, {41, 27, 28}, {41, 27, 43}, {41, 30, 23}, {41, 30, 37}, {41, 33, 5}, {41, 34, 9}, {41, 35, 4}, {41, 35, 22}, {41, 35, 25}, {41, 35, 26}, {41, 37, 19}, {41, 39, 24}, {41, 39, 26}, {41, 39, 43}, {41, 40, 8}, {41, 40, 39}, {41, 41, 39}, {41, 42, 43}, {41, 43, 8}, {42, 4, 41}, {42, 6, 11}, {42, 7, 24}, {42, 7, 36}, {42, 8, 6}, {42, 8, 10}, {42, 15, 38}, {42, 17, 22}, {42, 17, 31}, {42, 17, 40}, {42, 18, 4}, {42, 18, 38}, {42, 20, 30}, {42, 20, 44}, {42, 21, 18}, {42, 26, 24}, {42, 27, 9}, {42, 28, 42}, {42, 30, 12}, {42, 30, 35}, {42, 37, 22}, {42, 38, 6}, {42, 38, 17}, {42, 41, 42}, {42, 43, 41}, {43, 7, 15}, {43, 10, 37}, {43, 11, 30}, {43, 12, 32}, {43, 13, 35}, {43, 14, 40}, {43, 15, 30}, {43, 16, 34}, {43, 17, 38}, {43, 22, 42}, {43, 23, 7}, {43, 30, 10}, {43, 34, 17}, {43, 35, 20}, {43, 42, 9}, {43, 42, 10}, {43, 44, 4}, {43, 45, 7}, {44, 4, 37}, {44, 5, 31}, {44, 5, 45}, {44, 6, 4}, {44, 6, 26}, {44, 7, 8}, {44, 7, 17}, {44, 9, 36}, {44, 9, 38}, {44, 10, 44}, {44, 11, 4}, {44, 11, 34}, {44, 15, 17}, {44, 16, 45}, {44, 19, 6}, {44, 19, 34}, {44, 20, 37}, {44, 21, 38}, {44, 21, 42}, {44, 22, 17}, {44, 22, 41}, {44, 24, 37}, {44, 24, 42}, {44, 25, 6}, {44, 27, 41}, {44, 28, 17}, {44, 29, 27}, {44, 34, 37}, {44, 35, 17}, {44, 36, 10}, {44, 39, 17}, {44, 40, 20}, {44, 41, 4}, {44, 41, 24}, {44, 41, 32}, {44, 41, 40}, {44, 42, 8}, {44, 42, 16}, {44, 43, 20}, {45, 4, 23}, {45, 7, 43}, {45, 15, 42}, {45, 17, 10}, {45, 20, 14}, {45, 21, 32}, {45, 23, 40}, {45, 25, 11}, {45, 26, 38}, {45, 31, 22}, {45, 32, 24}, {45, 32, 37}, {45, 36, 20}, {45, 37, 42}, {45, 39, 33}, {45, 42, 25}, {45, 42, 32}, {45, 42, 40}, {45, 43, 28}, {45, 43, 29}, }; } else { printf("Unrecognized option: %s, exiting ...\n", argv[1]); return -1; } // Build benchmark KernelLauncher launcher = libsmm_acc_process_d; char buffer[1000]; char * kernel_descr[1] = {buffer}; int n_triplets = libsmm_acc_triplets.size(); printf("# Time %d blocksizes ...\n", n_triplets); int errors = 0; libsmm_acc_benchmark_t* handle; for (int i=0; i<n_triplets; i++) { printf("\n\n"); int m = libsmm_acc_triplets[i][0]; int n = libsmm_acc_triplets[i][1]; int k = libsmm_acc_triplets[i][2]; sprintf(buffer, "%d x %d x %d", m, n, k); libsmm_acc_benchmark_init(&handle, timing, m, n, k); errors += libsmm_acc_benchmark(handle, m, n, k, 1, &launcher, kernel_descr); libsmm_acc_benchmark_finalize(handle); } printf("# Done, found %d errors.\n", errors); return errors; }