Created
March 15, 2021 00:26
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package main | |
import ( | |
"fmt" | |
"math" | |
"math/rand" | |
"time" | |
"sync" | |
) | |
func main() { | |
start := time.Now() | |
samples := math.Pow(10, 7) | |
numThreads := 10 | |
pc := make(chan float64) | |
go createParallelSimulations(pc, numThreads, samples) | |
heads := <- pc | |
area := samples * 0.25 | |
pi := heads / area | |
fmt.Printf("pi estimation - %f\n", pi) | |
duration := time.Since(start) | |
fmt.Println(duration) | |
} | |
func runSimulation(samples float64) float64 { | |
var r1 float64 | |
var r2 float64 | |
var heads float64 | |
heads = 0 | |
for range make([]struct{}, int(samples)) { | |
r1 = rand.Float64() | |
r2 = rand.Float64() | |
toss := math.Pow(r1-0.5, 2)+math.Pow(r2-0.5, 2) | |
if toss < 0.25 { | |
heads++ | |
} | |
} | |
return heads | |
} | |
func createParallelSimulations(c chan float64, numChannels int, totalSamples float64) { | |
sum := make(chan float64) | |
wg := sync.WaitGroup{} | |
wg.Add(numChannels) | |
samplesPer := totalSamples / float64(numChannels) | |
for range make([]struct{}, numChannels) { | |
go func() { | |
result := runSimulation(samplesPer) | |
temp := <- sum | |
temp += result | |
wg.Done() | |
sum <- temp | |
}() | |
} | |
sum <- 0 | |
wg.Wait() | |
temp := <- sum | |
c <- temp | |
} |
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