/*************************************************************************** Copyright (c) 2014, 2023. The OpenBLAS Project All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. Neither the name of the OpenBLAS project nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE OPENBLAS PROJECT OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. *****************************************************************************/ #include #include #include #include #include "nanobench.h" #undef GEMM #ifndef COMPLEX #ifdef DOUBLE #define GEMM BLASFUNC(dgemm) #elif defined(HALF) #define GEMM BLASFUNC(sbgemm) #else #define GEMM BLASFUNC(sgemm) #endif #else #ifdef DOUBLE #define GEMM BLASFUNC(zgemm) #else #define GEMM BLASFUNC(cgemm) #endif #endif template static void fill_vector(std::vector vec) { std::random_device rand_dev; std::mt19937 generator(rand_dev()); std::uniform_real_distribution distribution(std::numeric_limits::min(), std::numeric_limits::max()); std::generate(vec.begin(), vec.end(), [&]() { return distribution(generator); }); } static std::pair env_param(const std::string &name, const std::string &default_value) { const char *value = getenv(name.c_str()); return {value == nullptr, value ? value : default_value}; } static std::string env_value(const std::string &name, const std::string &default_value) { return env_param(name, default_value).second; } int main(int argc, char *argv[]) { int from = (argc > 1) ? atol(argv[1]) : 1; int to = (argc > 2) ? MAX(atol(argv[2]), from) : 200; int step = (argc > 3) ? atol(argv[3]) : 1; FLOAT alpha[] = {1.0, 0.0}; FLOAT beta[] = {0.0, 0.0}; int epochs = atoi(env_value("OPENBLAS_EPOCHS", "1").c_str()); bool json_output = env_value("OPENBLAS_OUTPUT_JSON", "0").front() == '1'; std::pair param_m = env_param("OPENBLAS_PARAM_M", "100"); std::pair param_n = env_param("OPENBLAS_PARAM_N", "100"); std::pair param_k = env_param("OPENBLAS_PARAM_K", "100"); blasint m = param_m.first ? atoi(param_m.second.c_str()) : to; blasint n = param_n.first ? atoi(param_n.second.c_str()) : to; blasint k = param_k.first ? atoi(param_k.second.c_str()) : to; char transpose = toupper(env_value("OPENBLAS_TRANS", "N").front()); char transpose_a = toupper(env_value("OPENBLAS_TRANSA", "N").front()); char transpose_b = toupper(env_value("OPENBLAS_TRANSB", "N").front()); bool is_specific_size = param_m.first && param_n.first && param_k.first; if (is_specific_size) { from = 1; to = 1; step = 1; } std::vector a(m * k); std::vector b(n * k); std::vector c(m * n); fill_vector(a); fill_vector(b); fill_vector(c); if (!is_specific_size) { std::cout << "From: " << std::to_string(from) << " To: " << std::to_string(to) << " Step: " << std::to_string(step) << " TransA: " << transpose_a << " TransB: " << transpose_b << "\n"; } else { std::cout << "M: " << std::to_string(m) << " N: " << std::to_string(n) << " K: " << std::to_string(k) << " TransA: " << transpose_a << " TransB: " << transpose_b << "\n"; } for (int i = from; i <= to; i += step) { if (!param_m.first) { m = i; } if (!param_n.first) { n = i; } if (!param_k.first) { k = i; } blasint lda = transpose == 'N' && transpose_a == 'N' ? m : k; blasint ldb = transpose == 'N' && transpose_b == 'N' ? k : n; blasint ldc = m; ankerl::nanobench::Bench bench; if (json_output) { bench.output(nullptr); } std::string bench_name = "M=" + std::to_string(m) + " N=" + std::to_string(n) + " K=" + std::to_string(k); bench.minEpochIterations(epochs).run(bench_name, [&]() { GEMM(&transpose_a, &transpose_b, &m, &n, &k, alpha, a.data(), &lda, b.data(), &ldb, beta, c.data(), &ldc); }); if (json_output) { bench.render(ankerl::nanobench::templates::json(), std::cout); } } }