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project/data-processing/gen-data.ipynb
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project/data-processing/gen-data.ipynb
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project/data-processing/main.cpp
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project/data-processing/main.cpp
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project/data-processing/pocketfft-cpp/pocketfft_demo.cc
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project/data-processing/pocketfft-cpp/pocketfft_demo.cc
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#include <complex>
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#include <cmath>
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#include <vector>
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#include <iostream>
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#include "pocketfft_hdronly.h"
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using namespace std;
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using namespace pocketfft;
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// floating point RNG which is good enough for sinmple demos
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// Do not use for anything important!
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inline double simple_drand()
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{
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constexpr double norm = 1./RAND_MAX;
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return rand()*norm;
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}
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template<typename T> void crand(vector<complex<T>> &v)
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{
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for (auto & i:v)
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i = complex<T>(simple_drand()-0.5, simple_drand()-0.5);
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}
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template<typename T1, typename T2> long double l2err
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(const vector<T1> &v1, const vector<T2> &v2)
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{
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long double sum1=0, sum2=0;
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for (size_t i=0; i<v1.size(); ++i)
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{
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long double dr = v1[i].real()-v2[i].real(),
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di = v1[i].imag()-v2[i].imag();
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long double t1 = sqrt(dr*dr+di*di), t2 = abs(v1[i]);
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sum1 += t1*t1;
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sum2 += t2*t2;
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}
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return sqrt(sum1/sum2);
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}
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int main()
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{
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for (size_t len=1; len<8192; ++len)
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{
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shape_t shape{len};
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stride_t stridef(shape.size()), strided(shape.size()), stridel(shape.size());
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size_t tmpf=sizeof(complex<float>),
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tmpd=sizeof(complex<double>),
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tmpl=sizeof(complex<long double>);
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for (int i=shape.size()-1; i>=0; --i)
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{
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stridef[i]=tmpf;
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tmpf*=shape[i];
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strided[i]=tmpd;
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tmpd*=shape[i];
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stridel[i]=tmpl;
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tmpl*=shape[i];
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}
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size_t ndata=1;
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for (size_t i=0; i<shape.size(); ++i)
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ndata*=shape[i];
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vector<complex<float>> dataf(ndata);
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vector<complex<double>> datad(ndata);
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vector<complex<long double>> datal(ndata);
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crand(dataf);
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for (size_t i=0; i<ndata; ++i)
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{
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datad[i] = dataf[i];
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datal[i] = dataf[i];
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}
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shape_t axes;
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for (size_t i=0; i<shape.size(); ++i)
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axes.push_back(i);
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auto resl = datal;
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auto resd = datad;
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auto resf = dataf;
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c2c(shape, stridel, stridel, axes, FORWARD,
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datal.data(), resl.data(), 1.L);
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c2c(shape, strided, strided, axes, FORWARD,
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datad.data(), resd.data(), 1.);
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c2c(shape, stridef, stridef, axes, FORWARD,
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dataf.data(), resf.data(), 1.f);
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// c2c(shape, stridel, stridel, axes, POCKETFFT_BACKWARD,
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// resl.data(), resl.data(), 1.L/ndata);
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cout << l2err(resl, resf) << endl;
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}
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}
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project/data-processing/pocketfft-cpp/pocketfft_hdronly.h
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project/data-processing/pocketfft-cpp/pocketfft_hdronly.h
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project/data-processing/sig1.csv
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project/data-processing/sig1.csv
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project/data-processing/sig2.csv
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project/data-processing/sig2.csv
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