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198
cs440-acg/ext/eigen/bench/btl/data/smooth.cxx
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cs440-acg/ext/eigen/bench/btl/data/smooth.cxx
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//=====================================================
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// File : smooth.cxx
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// Author : L. Plagne <laurent.plagne@edf.fr)>
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// Copyright (C) EDF R&D, lun sep 30 14:23:15 CEST 2002
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//=====================================================
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//
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// This program is free software; you can redistribute it and/or
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// modify it under the terms of the GNU General Public License
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// as published by the Free Software Foundation; either version 2
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// of the License, or (at your option) any later version.
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//
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// This program 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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// You should have received a copy of the GNU General Public License
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// along with this program; if not, write to the Free Software
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// Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA 02111-1307, USA.
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//
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#include "utilities.h"
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#include <vector>
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#include <deque>
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#include <string>
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#include <iostream>
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#include <fstream>
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#include "bench_parameter.hh"
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#include <set>
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using namespace std;
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void read_xy_file(const string & filename, vector<int> & tab_sizes, vector<double> & tab_mflops);
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void write_xy_file(const string & filename, vector<int> & tab_sizes, vector<double> & tab_mflops);
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void smooth_curve(const vector<double> & tab_mflops, vector<double> & smooth_tab_mflops,int window_half_width);
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void centered_smooth_curve(const vector<double> & tab_mflops, vector<double> & smooth_tab_mflops,int window_half_width);
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/////////////////////////////////////////////////////////////////////////////////////////////////
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int main( int argc , char *argv[] )
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{
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// input data
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if (argc<3){
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INFOS("!!! Error ... usage : main filename window_half_width smooth_filename");
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exit(0);
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}
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INFOS(argc);
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int window_half_width=atoi(argv[2]);
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string filename=argv[1];
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string smooth_filename=argv[3];
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INFOS(filename);
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INFOS("window_half_width="<<window_half_width);
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vector<int> tab_sizes;
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vector<double> tab_mflops;
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read_xy_file(filename,tab_sizes,tab_mflops);
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// smoothing
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vector<double> smooth_tab_mflops;
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//smooth_curve(tab_mflops,smooth_tab_mflops,window_half_width);
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centered_smooth_curve(tab_mflops,smooth_tab_mflops,window_half_width);
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// output result
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write_xy_file(smooth_filename,tab_sizes,smooth_tab_mflops);
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}
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///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
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template<class VECTOR>
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double weighted_mean(const VECTOR & data)
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{
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double mean=0.0;
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for (int i=0 ; i<data.size() ; i++){
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mean+=data[i];
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}
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return mean/double(data.size()) ;
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}
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///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
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void smooth_curve(const vector<double> & tab_mflops, vector<double> & smooth_tab_mflops,int window_half_width){
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int window_width=2*window_half_width+1;
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int size=tab_mflops.size();
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vector<double> sample(window_width);
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for (int i=0 ; i < size ; i++){
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for ( int j=0 ; j < window_width ; j++ ){
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int shifted_index=i+j-window_half_width;
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if (shifted_index<0) shifted_index=0;
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if (shifted_index>size-1) shifted_index=size-1;
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sample[j]=tab_mflops[shifted_index];
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}
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smooth_tab_mflops.push_back(weighted_mean(sample));
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}
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}
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void centered_smooth_curve(const vector<double> & tab_mflops, vector<double> & smooth_tab_mflops,int window_half_width){
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int max_window_width=2*window_half_width+1;
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int size=tab_mflops.size();
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for (int i=0 ; i < size ; i++){
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deque<double> sample;
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sample.push_back(tab_mflops[i]);
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for ( int j=1 ; j <= window_half_width ; j++ ){
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int before=i-j;
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int after=i+j;
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if ((before>=0)&&(after<size)) // inside of the vector
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{
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sample.push_front(tab_mflops[before]);
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sample.push_back(tab_mflops[after]);
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}
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}
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smooth_tab_mflops.push_back(weighted_mean(sample));
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}
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}
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///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
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void write_xy_file(const string & filename, vector<int> & tab_sizes, vector<double> & tab_mflops){
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ofstream output_file (filename.c_str(),ios::out) ;
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for (int i=0 ; i < tab_sizes.size() ; i++)
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{
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output_file << tab_sizes[i] << " " << tab_mflops[i] << endl ;
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}
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output_file.close();
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}
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///////////////////////////////////////////////////////////////////////////////////////////////////////////////////
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void read_xy_file(const string & filename, vector<int> & tab_sizes, vector<double> & tab_mflops){
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ifstream input_file (filename.c_str(),ios::in) ;
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if (!input_file){
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INFOS("!!! Error opening "<<filename);
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exit(0);
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}
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int nb_point=0;
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int size=0;
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double mflops=0;
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while (input_file >> size >> mflops ){
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nb_point++;
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tab_sizes.push_back(size);
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tab_mflops.push_back(mflops);
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}
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SCRUTE(nb_point);
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input_file.close();
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}
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