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