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February 23, 2017 18:34
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Test whether using arma::max function is faster than using loops.
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#include <iostream> | |
#include <vector> | |
#include <ctime> | |
#include <armadillo> | |
using namespace std; | |
using namespace arma; | |
int main() { | |
mat A = randu<mat>(10000,10000); | |
mat B = randu<mat>(10000,10000); | |
vector<vector<int> > C(10000, vector<int>(10000, 1)); | |
vector<vector<int> > D(10000, vector<int>(10000, 2)); | |
clock_t t1; | |
t1 = clock(); | |
A = arma::max(A, B); | |
t1 = clock() - t1; | |
double time_taken1 = ((double)t1) / CLOCKS_PER_SEC; | |
clock_t t2; | |
t2 = clock(); | |
for (int i = 0; i < 10000; ++i) | |
for (int j = 0; j < 10000; ++j) | |
if (C[i][j] < D[i][j]) | |
C[i][j] = D[i][j]; | |
t2 = clock() - t2; | |
double time_taken2 = ((double)t2) / CLOCKS_PER_SEC; | |
cout << "arma::max took " << time_taken1 << " seconds" << endl; | |
cout << "Iterating loops took " << time_taken2 << " seconds" << endl; | |
if (time_taken1 < time_taken2) | |
cout << "arma::max is faster than loops by " | |
<< ((time_taken2 - time_taken1) / time_taken1) * 100 << " %" << endl; | |
else | |
cout << "Using loops is faster than arma::max by " | |
<< ((time_taken1 - time_taken2) / time_taken2) * 100 << " %" << endl; | |
return 0; | |
} |
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