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