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