test/bench/spectral-norm-parallel.go

/*
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    * Redistributions of source code must retain the above copyright
    notice, this list of conditions and the following disclaimer.

    * Redistributions in binary form must reproduce the above copyright
    notice, this list of conditions and the following disclaimer in the
    documentation and/or other materials provided with the distribution.

    * Neither the name of "The Computer Language Benchmarks Game" nor the
    name of "The Computer Language Shootout Benchmarks" nor the names of
    its contributors may be used to endorse or promote products derived
    from this software without specific prior written permission.

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AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
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*/

/* The Computer Language Benchmarks Game
 * http://shootout.alioth.debian.org/
 *
 * contributed by The Go Authors.
 * Based on spectral-norm.c by Sebastien Loisel
 */

package main

import (
	"flag"
	"fmt"
	"math"
	"runtime"
)

var n = flag.Int("n", 2000, "count")
var nCPU = flag.Int("ncpu", 4, "number of cpus")

func evalA(i, j int) float64 { return 1 / float64(((i+j)*(i+j+1)/2 + i + 1)) }

type Vec []float64

func (v Vec) Times(i, n int, u Vec, c chan int) {
	for ; i < n; i++ {
		v[i] = 0
		for j := 0; j < len(u); j++ {
			v[i] += evalA(i, j) * u[j]
		}
	}
	c <- 1
}

func (v Vec) TimesTransp(i, n int, u Vec, c chan int) {
	for ; i < n; i++ {
		v[i] = 0
		for j := 0; j < len(u); j++ {
			v[i] += evalA(j, i) * u[j]
		}
	}
	c <- 1
}

func wait(c chan int) {
	for i := 0; i < *nCPU; i++ {
		<-c
	}
}

func (v Vec) ATimesTransp(u Vec) {
	x := make(Vec, len(u))
	c := make(chan int, *nCPU)
	for i := 0; i < *nCPU; i++ {
		go x.Times(i*len(v) / *nCPU, (i+1)*len(v) / *nCPU, u, c)
	}
	wait(c)
	for i := 0; i < *nCPU; i++ {
		go v.TimesTransp(i*len(v) / *nCPU, (i+1)*len(v) / *nCPU, x, c)
	}
	wait(c)
}

func main() {
	flag.Parse()
	runtime.GOMAXPROCS(*nCPU)
	N := *n
	u := make(Vec, N)
	for i := 0; i < N; i++ {
		u[i] = 1
	}
	v := make(Vec, N)
	for i := 0; i < 10; i++ {
		v.ATimesTransp(u)
		u.ATimesTransp(v)
	}
	var vBv, vv float64
	for i := 0; i < N; i++ {
		vBv += u[i] * v[i]
		vv += v[i] * v[i]
	}
	fmt.Printf("%0.9f\n", math.Sqrt(vBv/vv))
}