/*------------------------------------------------------------------------------------------------* * 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, 27}, { 4, 9, 27}, { 4, 11, 6}, { 4, 11, 41}, { 4, 12, 40}, { 4, 13, 30}, { 4, 16, 37}, { 4, 17, 4}, { 4, 17, 27}, { 4, 18, 16}, { 4, 20, 43}, { 4, 25, 14}, { 4, 25, 21}, { 4, 34, 18}, { 4, 35, 40}, { 4, 36, 40}, { 4, 36, 44}, { 4, 43, 28}, { 5, 4, 10}, { 5, 6, 38}, { 5, 9, 44}, { 5, 10, 43}, { 5, 14, 11}, { 5, 14, 22}, { 5, 14, 23}, { 5, 14, 35}, { 5, 16, 23}, { 5, 16, 28}, { 5, 16, 39}, { 5, 19, 45}, { 5, 20, 25}, { 5, 21, 29}, { 5, 22, 8}, { 5, 23, 17}, { 5, 27, 33}, { 5, 29, 41}, { 5, 30, 7}, { 5, 30, 42}, { 5, 34, 38}, { 5, 35, 17}, { 5, 35, 21}, { 5, 39, 33}, { 5, 39, 39}, { 5, 40, 29}, { 5, 42, 44}, { 6, 4, 27}, { 6, 5, 10}, { 6, 5, 35}, { 6, 8, 11}, { 6, 14, 18}, { 6, 15, 45}, { 6, 17, 37}, { 6, 18, 5}, { 6, 24, 37}, { 6, 25, 27}, { 6, 28, 33}, { 6, 29, 12}, { 6, 29, 32}, { 6, 31, 16}, { 6, 32, 33}, { 6, 33, 34}, { 6, 37, 5}, { 6, 38, 25}, { 6, 40, 32}, { 6, 45, 12}, { 6, 45, 37}, { 7, 5, 24}, { 7, 8, 36}, { 7, 9, 34}, { 7, 11, 7}, { 7, 11, 24}, { 7, 13, 14}, { 7, 13, 38}, { 7, 18, 32}, { 7, 18, 43}, { 7, 21, 33}, { 7, 23, 43}, { 7, 29, 41}, { 7, 31, 41}, { 7, 32, 44}, { 7, 34, 11}, { 7, 36, 21}, { 7, 41, 8}, { 7, 42, 28}, { 7, 43, 40}, { 7, 44, 34}, { 8, 7, 41}, { 8, 9, 16}, { 8, 11, 16}, { 8, 11, 42}, { 8, 14, 22}, { 8, 15, 37}, { 8, 16, 27}, { 8, 16, 42}, { 8, 17, 26}, { 8, 21, 10}, { 8, 22, 11}, { 8, 23, 37}, { 8, 29, 21}, { 8, 29, 41}, { 8, 32, 43}, { 8, 38, 8}, { 8, 39, 35}, { 8, 43, 17}, { 8, 45, 20}, { 9, 4, 11}, { 9, 5, 14}, { 9, 5, 19}, { 9, 7, 41}, { 9, 8, 14}, { 9, 8, 26}, { 9, 8, 27}, { 9, 9, 36}, { 9, 10, 15}, { 9, 12, 25}, { 9, 17, 18}, { 9, 20, 8}, { 9, 25, 38}, { 9, 27, 7}, { 9, 27, 12}, { 9, 28, 31}, { 9, 29, 8}, { 9, 31, 35}, { 9, 33, 20}, { 9, 33, 40}, { 9, 34, 9}, { 9, 34, 41}, { 9, 36, 44}, { 9, 37, 25}, { 9, 40, 37}, { 9, 43, 10}, { 9, 43, 20}, { 9, 44, 12}, {10, 5, 11}, {10, 7, 45}, {10, 9, 11}, {10, 10, 21}, {10, 11, 26}, {10, 13, 36}, {10, 13, 37}, {10, 18, 44}, {10, 19, 38}, {10, 23, 27}, {10, 27, 5}, {10, 27, 9}, {10, 28, 6}, {10, 31, 7}, {10, 31, 38}, {10, 32, 38}, {10, 35, 23}, {10, 41, 20}, {10, 42, 15}, {10, 42, 40}, {11, 6, 14}, {11, 7, 30}, {11, 8, 17}, {11, 8, 30}, {11, 8, 37}, {11, 13, 10}, {11, 17, 17}, {11, 22, 29}, {11, 22, 35}, {11, 24, 21}, {11, 26, 28}, {11, 27, 29}, {11, 29, 17}, {11, 30, 19}, {11, 31, 22}, {11, 44, 42}, {11, 45, 20}, {12, 4, 8}, {12, 4, 41}, {12, 6, 8}, {12, 7, 12}, {12, 8, 12}, {12, 8, 33}, {12, 9, 43}, {12, 13, 38}, {12, 15, 14}, {12, 15, 18}, {12, 21, 25}, {12, 23, 5}, {12, 26, 40}, {12, 27, 37}, {12, 28, 29}, {12, 28, 32}, {12, 29, 4}, {12, 30, 39}, {12, 30, 44}, {12, 32, 30}, {12, 32, 45}, {12, 33, 14}, {12, 35, 39}, {12, 36, 4}, {12, 39, 6}, {12, 39, 32}, {12, 40, 45}, {12, 41, 29}, {12, 42, 26}, {12, 42, 38}, {12, 43, 7}, {12, 43, 21}, {13, 6, 7}, {13, 8, 12}, {13, 9, 12}, {13, 9, 35}, {13, 10, 4}, {13, 10, 11}, {13, 13, 23}, {13, 13, 29}, {13, 17, 8}, {13, 20, 32}, {13, 23, 13}, {13, 25, 44}, {13, 27, 21}, {13, 29, 4}, {13, 29, 12}, {13, 30, 6}, {13, 32, 18}, {13, 36, 5}, {13, 37, 39}, {13, 42, 34}, {13, 45, 39}, {14, 5, 6}, {14, 5, 31}, {14, 9, 38}, {14, 11, 29}, {14, 11, 31}, {14, 12, 13}, {14, 17, 5}, {14, 17, 13}, {14, 17, 14}, {14, 19, 45}, {14, 20, 39}, {14, 23, 20}, {14, 23, 35}, {14, 24, 45}, {14, 27, 35}, {14, 28, 4}, {14, 33, 11}, {14, 37, 26}, {14, 37, 41}, {14, 41, 5}, {14, 41, 10}, {15, 4, 13}, {15, 11, 42}, {15, 13, 31}, {15, 15, 37}, {15, 15, 45}, {15, 16, 12}, {15, 18, 14}, {15, 18, 31}, {15, 22, 40}, {15, 25, 30}, {15, 25, 40}, {15, 29, 20}, {15, 31, 22}, {15, 32, 32}, {15, 32, 36}, {15, 33, 12}, {15, 34, 32}, {15, 35, 33}, {15, 37, 22}, {15, 37, 28}, {15, 39, 20}, {15, 40, 16}, {15, 41, 7}, {15, 42, 20}, {15, 43, 19}, {15, 44, 19}, {16, 9, 5}, {16, 11, 40}, {16, 13, 14}, {16, 13, 25}, {16, 13, 34}, {16, 19, 19}, {16, 19, 27}, {16, 19, 41}, {16, 20, 7}, {16, 20, 37}, {16, 21, 38}, {16, 22, 12}, {16, 25, 33}, {16, 26, 19}, {16, 26, 41}, {16, 27, 20}, {16, 29, 20}, {16, 31, 32}, {16, 33, 8}, {16, 33, 11}, {16, 33, 43}, {16, 34, 24}, {16, 35, 43}, {16, 36, 9}, {16, 36, 13}, {16, 38, 21}, {16, 40, 12}, {16, 40, 32}, {16, 41, 31}, {16, 42, 24}, {16, 42, 28}, {16, 43, 8}, {17, 5, 27}, {17, 6, 42}, {17, 8, 13}, {17, 9, 13}, {17, 11, 22}, {17, 11, 40}, {17, 12, 14}, {17, 14, 17}, {17, 16, 34}, {17, 19, 4}, {17, 19, 43}, {17, 21, 6}, {17, 21, 13}, {17, 22, 30}, {17, 26, 22}, {17, 27, 8}, {17, 27, 26}, {17, 29, 25}, {17, 34, 19}, {17, 38, 26}, {17, 39, 45}, {17, 44, 15}, {18, 4, 37}, {18, 4, 41}, {18, 6, 7}, {18, 9, 25}, {18, 10, 29}, {18, 11, 25}, {18, 13, 5}, {18, 14, 24}, {18, 14, 25}, {18, 14, 29}, {18, 16, 37}, {18, 17, 9}, {18, 18, 11}, {18, 18, 37}, {18, 26, 28}, {18, 29, 32}, {18, 32, 11}, {18, 34, 6}, {18, 35, 27}, {18, 37, 11}, {18, 39, 15}, {18, 42, 24}, {18, 43, 40}, {18, 43, 41}, {19, 4, 16}, {19, 5, 16}, {19, 5, 37}, {19, 6, 34}, {19, 7, 23}, {19, 7, 40}, {19, 10, 26}, {19, 12, 20}, {19, 13, 23}, {19, 15, 19}, {19, 18, 30}, {19, 19, 21}, {19, 23, 35}, {19, 32, 24}, {19, 35, 20}, {19, 36, 4}, {19, 37, 6}, {19, 39, 9}, {19, 43, 44}, {19, 44, 23}, {20, 5, 12}, {20, 6, 24}, {20, 6, 29}, {20, 7, 17}, {20, 15, 6}, {20, 16, 27}, {20, 16, 36}, {20, 17, 43}, {20, 18, 28}, {20, 23, 27}, {20, 24, 19}, {20, 29, 18}, {20, 29, 23}, {20, 30, 36}, {20, 31, 41}, {20, 32, 9}, {20, 33, 34}, {20, 34, 43}, {20, 35, 4}, {20, 35, 38}, {20, 36, 45}, {20, 39, 24}, {20, 40, 35}, {20, 45, 28}, {20, 45, 45}, {21, 4, 8}, {21, 4, 30}, {21, 4, 35}, {21, 6, 16}, {21, 9, 19}, {21, 10, 14}, {21, 10, 41}, {21, 11, 36}, {21, 13, 29}, {21, 14, 38}, {21, 17, 15}, {21, 21, 16}, {21, 25, 40}, {21, 28, 15}, {21, 28, 22}, {21, 35, 14}, {21, 39, 17}, {21, 39, 42}, {21, 41, 9}, {21, 42, 39}, {21, 42, 42}, {21, 43, 20}, {22, 4, 16}, {22, 6, 19}, {22, 7, 22}, {22, 7, 45}, {22, 14, 35}, {22, 15, 38}, {22, 17, 27}, {22, 19, 16}, {22, 20, 15}, {22, 20, 42}, {22, 22, 10}, {22, 25, 14}, {22, 27, 19}, {22, 30, 12}, {22, 30, 39}, {22, 31, 8}, {22, 33, 4}, {22, 40, 34}, {22, 44, 25}, {22, 44, 41}, {22, 44, 42}, {22, 45, 36}, {22, 45, 44}, {23, 5, 31}, {23, 6, 27}, {23, 6, 37}, {23, 7, 27}, {23, 7, 31}, {23, 8, 15}, {23, 8, 29}, {23, 9, 20}, {23, 12, 32}, {23, 12, 33}, {23, 16, 31}, {23, 17, 13}, {23, 22, 44}, {23, 23, 29}, {23, 25, 36}, {23, 28, 44}, {23, 29, 15}, {23, 29, 35}, {23, 31, 15}, {23, 32, 43}, {23, 35, 20}, {23, 37, 25}, {23, 40, 7}, {23, 40, 20}, {23, 40, 23}, {23, 43, 19}, {23, 43, 44}, {24, 4, 11}, {24, 4, 22}, {24, 4, 41}, {24, 8, 23}, {24, 8, 34}, {24, 11, 23}, {24, 14, 30}, {24, 18, 31}, {24, 18, 34}, {24, 20, 14}, {24, 23, 12}, {24, 23, 40}, {24, 25, 6}, {24, 25, 33}, {24, 26, 31}, {24, 30, 14}, {24, 32, 29}, {24, 32, 30}, {24, 33, 40}, {24, 36, 45}, {24, 38, 44}, {24, 39, 26}, {24, 44, 25}, {25, 16, 25}, {25, 16, 38}, {25, 17, 7}, {25, 18, 30}, {25, 20, 36}, {25, 22, 25}, {25, 23, 18}, {25, 24, 38}, {25, 26, 31}, {25, 29, 4}, {25, 30, 30}, {25, 30, 32}, {25, 33, 32}, {25, 37, 32}, {25, 38, 7}, {25, 38, 12}, {25, 38, 31}, {25, 40, 4}, {25, 40, 9}, {25, 42, 14}, {25, 43, 15}, {26, 8, 6}, {26, 11, 35}, {26, 12, 33}, {26, 17, 16}, {26, 21, 15}, {26, 22, 19}, {26, 24, 7}, {26, 24, 21}, {26, 25, 29}, {26, 27, 27}, {26, 29, 12}, {26, 33, 7}, {26, 40, 7}, {27, 4, 5}, {27, 4, 26}, {27, 4, 27}, {27, 7, 16}, {27, 9, 4}, {27, 10, 29}, {27, 11, 32}, {27, 12, 23}, {27, 14, 6}, {27, 15, 20}, {27, 15, 23}, {27, 18, 17}, {27, 19, 16}, {27, 20, 20}, {27, 21, 9}, {27, 21, 45}, {27, 23, 29}, {27, 23, 39}, {27, 24, 33}, {27, 32, 34}, {27, 32, 39}, {27, 34, 39}, {27, 34, 42}, {27, 36, 6}, {27, 36, 16}, {27, 39, 27}, {27, 41, 32}, {27, 42, 28}, {27, 44, 28}, {27, 44, 30}, {28, 5, 11}, {28, 7, 10}, {28, 7, 29}, {28, 9, 41}, {28, 11, 38}, {28, 12, 24}, {28, 14, 25}, {28, 14, 45}, {28, 16, 4}, {28, 16, 22}, {28, 17, 41}, {28, 18, 40}, {28, 21, 37}, {28, 23, 8}, {28, 26, 15}, {28, 26, 39}, {28, 27, 38}, {28, 28, 33}, {28, 28, 42}, {28, 36, 12}, {28, 37, 33}, {28, 41, 25}, {28, 42, 30}, {28, 44, 12}, {28, 45, 44}, {29, 4, 34}, {29, 5, 9}, {29, 8, 40}, {29, 10, 45}, {29, 11, 40}, {29, 12, 42}, {29, 13, 31}, {29, 16, 7}, {29, 18, 27}, {29, 19, 35}, {29, 20, 18}, {29, 25, 28}, {29, 26, 34}, {29, 29, 31}, {29, 33, 40}, {29, 33, 44}, {29, 34, 23}, {29, 39, 12}, {29, 41, 18}, {29, 43, 25}, {29, 44, 24}, {29, 44, 29}, {30, 4, 16}, {30, 8, 22}, {30, 9, 26}, {30, 9, 36}, {30, 10, 43}, {30, 11, 12}, {30, 12, 14}, {30, 13, 6}, {30, 13, 18}, {30, 14, 37}, {30, 17, 38}, {30, 19, 30}, {30, 21, 14}, {30, 22, 27}, {30, 24, 19}, {30, 31, 5}, {30, 31, 27}, {30, 33, 34}, {30, 33, 42}, {30, 35, 10}, {30, 45, 35}, {30, 45, 44}, {31, 5, 28}, {31, 5, 37}, {31, 6, 37}, {31, 13, 25}, {31, 20, 7}, {31, 20, 12}, {31, 21, 26}, {31, 22, 30}, {31, 22, 37}, {31, 26, 4}, {31, 26, 24}, {31, 28, 4}, {31, 29, 33}, {31, 30, 13}, {31, 30, 23}, {31, 32, 21}, {31, 35, 21}, {31, 37, 22}, {31, 39, 28}, {31, 43, 19}, {32, 4, 34}, {32, 6, 17}, {32, 8, 12}, {32, 10, 25}, {32, 11, 24}, {32, 13, 40}, {32, 14, 4}, {32, 14, 33}, {32, 17, 12}, {32, 17, 35}, {32, 20, 38}, {32, 23, 32}, {32, 24, 34}, {32, 24, 37}, {32, 25, 42}, {32, 26, 20}, {32, 27, 21}, {32, 30, 27}, {32, 31, 16}, {32, 35, 30}, {32, 36, 38}, {32, 37, 23}, {32, 37, 34}, {32, 38, 10}, {32, 38, 26}, {32, 39, 5}, {32, 39, 37}, {32, 44, 32}, {32, 44, 34}, {32, 45, 39}, {33, 5, 16}, {33, 5, 43}, {33, 6, 31}, {33, 7, 21}, {33, 7, 36}, {33, 7, 38}, {33, 9, 28}, {33, 11, 10}, {33, 11, 17}, {33, 12, 29}, {33, 12, 30}, {33, 13, 6}, {33, 14, 18}, {33, 14, 19}, {33, 16, 23}, {33, 16, 39}, {33, 19, 6}, {33, 20, 27}, {33, 21, 28}, {33, 21, 38}, {33, 24, 11}, {33, 26, 39}, {33, 29, 33}, {33, 32, 41}, {33, 38, 34}, {33, 39, 23}, {33, 42, 29}, {33, 43, 22}, {33, 44, 17}, {34, 4, 12}, {34, 6, 7}, {34, 7, 12}, {34, 8, 4}, {34, 10, 29}, {34, 11, 35}, {34, 14, 22}, {34, 16, 33}, {34, 16, 36}, {34, 20, 37}, {34, 22, 21}, {34, 24, 27}, {34, 26, 4}, {34, 27, 19}, {34, 27, 45}, {34, 30, 8}, {34, 32, 43}, {34, 36, 41}, {34, 37, 20}, {34, 39, 27}, {34, 41, 29}, {34, 42, 16}, {34, 43, 24}, {34, 44, 8}, {34, 44, 29}, {35, 4, 33}, {35, 4, 45}, {35, 5, 16}, {35, 6, 29}, {35, 7, 30}, {35, 8, 5}, {35, 9, 25}, {35, 9, 35}, {35, 11, 24}, {35, 13, 43}, {35, 16, 44}, {35, 17, 33}, {35, 17, 45}, {35, 18, 5}, {35, 18, 45}, {35, 21, 35}, {35, 24, 12}, {35, 25, 19}, {35, 25, 32}, {35, 26, 26}, {35, 27, 9}, {35, 29, 42}, {35, 31, 24}, {35, 32, 4}, {35, 32, 43}, {35, 33, 39}, {35, 36, 13}, {35, 36, 15}, {35, 40, 42}, {35, 41, 16}, {35, 42, 21}, {35, 43, 38}, {35, 44, 36}, {35, 44, 42}, {36, 7, 14}, {36, 8, 14}, {36, 9, 22}, {36, 12, 13}, {36, 14, 10}, {36, 16, 23}, {36, 16, 30}, {36, 21, 12}, {36, 23, 9}, {36, 25, 38}, {36, 27, 28}, {36, 28, 18}, {36, 29, 26}, {36, 29, 31}, {36, 30, 11}, {36, 33, 27}, {36, 33, 30}, {36, 35, 27}, {36, 35, 37}, {36, 40, 9}, {36, 42, 40}, {36, 43, 22}, {36, 44, 40}, {37, 4, 26}, {37, 10, 18}, {37, 11, 7}, {37, 13, 6}, {37, 13, 10}, {37, 15, 41}, {37, 16, 28}, {37, 17, 20}, {37, 18, 4}, {37, 19, 43}, {37, 21, 13}, {37, 21, 26}, {37, 26, 33}, {37, 27, 16}, {37, 27, 23}, {37, 27, 31}, {37, 27, 44}, {37, 30, 12}, {37, 31, 34}, {37, 36, 33}, {37, 37, 11}, {37, 37, 39}, {37, 41, 17}, {37, 42, 29}, {37, 44, 10}, {37, 44, 25}, {37, 44, 33}, {37, 44, 42}, {37, 45, 34}, {38, 6, 27}, {38, 8, 40}, {38, 9, 12}, {38, 9, 24}, {38, 9, 25}, {38, 10, 11}, {38, 12, 43}, {38, 25, 14}, {38, 28, 21}, {38, 29, 37}, {38, 30, 13}, {38, 31, 7}, {38, 31, 10}, {38, 31, 39}, {38, 38, 12}, {38, 40, 6}, {38, 45, 11}, {38, 45, 22}, {39, 4, 16}, {39, 4, 17}, {39, 5, 35}, {39, 5, 44}, {39, 6, 6}, {39, 9, 36}, {39, 9, 44}, {39, 11, 5}, {39, 12, 29}, {39, 13, 20}, {39, 14, 10}, {39, 14, 42}, {39, 15, 45}, {39, 16, 15}, {39, 17, 9}, {39, 17, 22}, {39, 17, 34}, {39, 19, 15}, {39, 20, 12}, {39, 21, 29}, {39, 22, 27}, {39, 23, 21}, {39, 27, 6}, {39, 29, 22}, {39, 29, 41}, {39, 30, 8}, {39, 31, 18}, {39, 31, 22}, {39, 32, 21}, {39, 36, 14}, {39, 38, 28}, {39, 40, 9}, {39, 40, 24}, {39, 43, 29}, {40, 5, 26}, {40, 12, 32}, {40, 13, 39}, {40, 17, 6}, {40, 23, 40}, {40, 32, 20}, {40, 33, 26}, {40, 34, 7}, {40, 38, 8}, {40, 39, 9}, {40, 43, 25}, {40, 43, 31}, {40, 43, 35}, {40, 44, 38}, {40, 44, 43}, {41, 5, 8}, {41, 9, 17}, {41, 11, 43}, {41, 13, 8}, {41, 13, 19}, {41, 16, 16}, {41, 19, 18}, {41, 19, 41}, {41, 20, 4}, {41, 20, 11}, {41, 20, 13}, {41, 20, 23}, {41, 21, 45}, {41, 22, 41}, {41, 28, 37}, {41, 28, 38}, {41, 29, 4}, {41, 29, 32}, {41, 30, 14}, {41, 32, 32}, {41, 33, 45}, {41, 35, 23}, {41, 36, 40}, {41, 37, 20}, {41, 40, 36}, {41, 40, 37}, {41, 41, 27}, {41, 42, 34}, {41, 44, 12}, {41, 44, 22}, {41, 45, 19}, {42, 4, 43}, {42, 5, 30}, {42, 7, 4}, {42, 10, 16}, {42, 14, 26}, {42, 17, 26}, {42, 18, 30}, {42, 21, 31}, {42, 22, 45}, {42, 25, 38}, {42, 26, 35}, {42, 27, 15}, {42, 27, 25}, {42, 28, 11}, {42, 28, 19}, {42, 28, 40}, {42, 29, 17}, {42, 30, 28}, {42, 30, 34}, {42, 31, 42}, {42, 33, 34}, {42, 35, 25}, {42, 38, 18}, {42, 39, 13}, {42, 39, 28}, {42, 45, 9}, {43, 4, 30}, {43, 5, 6}, {43, 5, 35}, {43, 5, 37}, {43, 6, 28}, {43, 8, 10}, {43, 9, 9}, {43, 13, 12}, {43, 17, 5}, {43, 19, 35}, {43, 19, 41}, {43, 24, 17}, {43, 27, 4}, {43, 28, 45}, {43, 31, 11}, {43, 32, 13}, {43, 38, 32}, {43, 39, 20}, {43, 41, 25}, {43, 42, 29}, {43, 44, 4}, {44, 5, 4}, {44, 5, 42}, {44, 6, 31}, {44, 7, 43}, {44, 10, 28}, {44, 11, 9}, {44, 11, 30}, {44, 11, 41}, {44, 12, 16}, {44, 14, 42}, {44, 15, 13}, {44, 18, 21}, {44, 20, 4}, {44, 21, 33}, {44, 22, 21}, {44, 22, 41}, {44, 26, 23}, {44, 28, 38}, {44, 30, 31}, {44, 30, 38}, {44, 33, 42}, {44, 38, 36}, {44, 39, 22}, {44, 39, 44}, {44, 41, 20}, {44, 44, 16}, {45, 9, 6}, {45, 12, 13}, {45, 13, 40}, {45, 14, 31}, {45, 14, 45}, {45, 19, 19}, {45, 20, 25}, {45, 21, 31}, {45, 26, 33}, {45, 28, 6}, {45, 30, 44}, {45, 31, 29}, {45, 32, 15}, {45, 36, 13}, {45, 40, 14}, {45, 40, 29}, {45, 43, 35}, {45, 45, 38}, }; } 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; }