source code
/* The Computer Language Benchmarks Game
https://salsa.debian.org/benchmarksgame-team/benchmarksgame/
contributed by Java novice Jarkko Miettinen
modified ~3 lines of the original C#-version
by Isaac Gouy
*/
import java.text.DecimalFormat;
import java.text.NumberFormat;
public class spectralnorm
{
private static final NumberFormat formatter = new DecimalFormat("#.000000000");
public static void main(String[] args) {
int n = 100;
if (args.length > 0) n = Integer.parseInt(args[0]);
System.out.println(formatter.format(new spectralnorm().Approximate(n)));
}
private final double Approximate(int n) {
// create unit vector
double[] u = new double[n];
for (int i=0; i<n; i++) u[i] = 1;
// 20 steps of the power method
double[] v = new double[n];
for (int i=0; i<n; i++) v[i] = 0;
for (int i=0; i<10; i++) {
MultiplyAtAv(n,u,v);
MultiplyAtAv(n,v,u);
}
// B=AtA A multiplied by A transposed
// v.Bv /(v.v) eigenvalue of v
double vBv = 0, vv = 0;
for (int i=0; i<n; i++) {
vBv += u[i]*v[i];
vv += v[i]*v[i];
}
return Math.sqrt(vBv/vv);
}
/* return element i,j of infinite matrix A */
private final double A(int i, int j){
return 1.0/((i+j)*(i+j+1)/2 +i+1);
}
/* multiply vector v by matrix A */
private final void MultiplyAv(int n, double[] v, double[] Av){
for (int i=0; i<n; i++){
Av[i] = 0;
for (int j=0; j<n; j++) Av[i] += A(i,j)*v[j];
}
}
/* multiply vector v by matrix A transposed */
private final void MultiplyAtv(int n, double[] v, double[] Atv){
for (int i=0;i<n;i++){
Atv[i] = 0;
for (int j=0; j<n; j++) Atv[i] += A(j,i)*v[j];
}
}
/* multiply vector v by matrix A and then by matrix A transposed */
private final void MultiplyAtAv(int n, double[] v, double[] AtAv){
double[] u = new double[n];
MultiplyAv(n,v,u);
MultiplyAtv(n,u,AtAv);
}
}
notes, command-line, and program output
NOTES:
64-bit Ubuntu quad core
openjdk 14 2020-03-17
OpenJDK Runtime Environment (build 14+36-1461)
OpenJDK 64-Bit Server VM (build 14+36-1461, mixed mode, sharing)
Tue, 05 May 2020 03:54:08 GMT
MAKE:
mv spectralnorm.java spectralnorm.java
mv: 'spectralnorm.java' and 'spectralnorm.java' are the same file
make: [/home/dunham/8000-benchmarksgame/nanobench/makefiles/u64q.programs.Makefile:239: spectralnorm.java_run] Error 1 (ignored)
/opt/src/openjdk-14/bin/javac -d . spectralnorm.java
2.34s to complete and log all make actions
COMMAND LINE:
/opt/src/openjdk-14/bin/java spectralnorm 5500
PROGRAM OUTPUT:
1.274224153