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