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