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