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