From 2c739a26bfceaefbfa9b401435ffcbbac45eb49f Mon Sep 17 00:00:00 2001 From: Unknown Date: Tue, 17 Oct 2017 14:17:11 +0200 Subject: [PATCH] Added Armadillo VS GNU Radio FFT speed test Unit test comparing the two FFT implementations --- src/tests/test_main.cc | 1 + .../unit-tests/arithmetic/fft_speed_test.cc | 84 +++++++++++++++++++ 2 files changed, 85 insertions(+) create mode 100644 src/tests/unit-tests/arithmetic/fft_speed_test.cc diff --git a/src/tests/test_main.cc b/src/tests/test_main.cc index f13ee945d..b84fa312a 100644 --- a/src/tests/test_main.cc +++ b/src/tests/test_main.cc @@ -69,6 +69,7 @@ DECLARE_string(log_dir); #include "unit-tests/arithmetic/multiply_test.cc" #include "unit-tests/arithmetic/code_generation_test.cc" #include "unit-tests/arithmetic/fft_length_test.cc" +#include "unit-tests/arithmetic/fft_speed_test.cc" #include "unit-tests/control-plane/file_configuration_test.cc" #include "unit-tests/control-plane/in_memory_configuration_test.cc" diff --git a/src/tests/unit-tests/arithmetic/fft_speed_test.cc b/src/tests/unit-tests/arithmetic/fft_speed_test.cc new file mode 100644 index 000000000..f3e53152a --- /dev/null +++ b/src/tests/unit-tests/arithmetic/fft_speed_test.cc @@ -0,0 +1,84 @@ +/*! + * \file fft_speed_test.cc + * \brief This file implements timing tests for the Armadillo + * and GNU Radio FFT implementations + * \author Antonio Ramos, 2017. antonio.ramos(at)cttc.es + * + * + * ------------------------------------------------------------------------- + * + * Copyright (C) 2010-2017 (see AUTHORS file for a list of contributors) + * + * GNSS-SDR is a software defined Global Navigation + * Satellite Systems receiver + * + * This file is part of GNSS-SDR. + * + * GNSS-SDR is free software: you can redistribute it and/or modify + * it under the terms of the GNU General Public License as published by + * the Free Software Foundation, either version 3 of the License, or + * (at your option) any later version. + * + * GNSS-SDR is distributed in the hope that it will be useful, + * but WITHOUT ANY WARRANTY; without even the implied warranty of + * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the + * GNU General Public License for more details. + * + * You should have received a copy of the GNU General Public License + * along with GNSS-SDR. If not, see . + * + * ------------------------------------------------------------------------- + */ + +#include +#include +#include +#include + + +DEFINE_int32(fft_speed_iterations_test, 1000, "Number of averaged iterations in FFT length timing test"); + +TEST(FFTSpeedTest, ArmadilloVSGNURadioExecutionTime) +{ + unsigned int d_fft_size; + std::chrono::time_point start, end; + std::chrono::duration elapsed_seconds; + + unsigned int fft_sizes [13] = { 16, 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768, 65536 }; + double d_execution_time; + EXPECT_NO_THROW( + for(int i = 0; i < 13; i++) + { + d_fft_size = fft_sizes[i]; + + gr::fft::fft_complex* d_gr_fft; + d_gr_fft = new gr::fft::fft_complex(d_fft_size, true); + + arma::cx_vec d_arma_fft(d_fft_size); + d_arma_fft = arma::cx_vec(d_fft_size).randn() + gr_complex(0.0, 1.0) * arma::cx_vec(d_fft_size).randn(); + + memcpy(d_gr_fft->get_inbuf(), d_arma_fft.memptr(), sizeof(gr_complex) * d_fft_size); + + start = std::chrono::system_clock::now(); + for(int k = 0; k < FLAGS_fft_speed_iterations_test; k++) + { + d_gr_fft->execute(); + } + end = std::chrono::system_clock::now(); + elapsed_seconds = end - start; + d_execution_time = elapsed_seconds.count() / static_cast(FLAGS_fft_speed_iterations_test); + std::cout << "GNU Radio FFT execution time for length = " << d_fft_size << " : " << d_execution_time << " [s]" << std::endl; + delete d_gr_fft; + + start = std::chrono::system_clock::now(); + for(int k = 0; k < FLAGS_fft_speed_iterations_test; k++) + { + arma::fft(d_arma_fft); + } + end = std::chrono::system_clock::now(); + elapsed_seconds = end - start; + d_execution_time = elapsed_seconds.count() / static_cast(FLAGS_fft_speed_iterations_test); + std::cout << "Armadillo FFT execution time for length = " << d_fft_size << " : " << d_execution_time << " [s]" << std::endl; + } + ); +}