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