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