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