static void Main(string[] args)
{
Random random = new Random();
Stopwatch watch = Stopwatch.StartNew();
GPUOperator <DoubleWrapper> gpu = new GPUOperator <DoubleWrapper>();
Console.WriteLine($"GPU init: {watch.ElapsedMilliseconds}ms");
watch.Restart();
SingleThreadedOperator <DoubleWrapper> cpu = new SingleThreadedOperator <DoubleWrapper>();
Console.WriteLine($"CPU init: {watch.ElapsedMilliseconds}ms");
watch.Restart();
MultiThreadedOperator <DoubleWrapper> cpumult = new MultiThreadedOperator <DoubleWrapper>();
Console.WriteLine($"Parallel init: {watch.ElapsedMilliseconds}ms");
watch.Restart();
BufferedFastMatrix <DoubleWrapper> one = new BufferedFastMatrix <DoubleWrapper>(64, 64);
BufferedFastMatrix <DoubleWrapper> two = new BufferedFastMatrix <DoubleWrapper>(64, 64);
Console.WriteLine($"Two 100x100 allocations: {watch.ElapsedMilliseconds}ms");
watch.Restart();
one.CopyToGPU();
two.CopyToGPU();
Console.WriteLine($"Copy: {watch.ElapsedMilliseconds}ms");
watch.Restart();
Utilities.FillMatrix(one, 10);
Utilities.FillMatrix(two, 20);
Console.WriteLine($"Filling matrices: {watch.ElapsedMilliseconds}ms");
watch.Restart();
var bruh = gpu.AddShared(one, two);
Console.WriteLine($"GPU Add: {watch.ElapsedMilliseconds}ms");
watch.Restart();
gpu.Multiply(one, two);
Console.WriteLine($"GPU Mult: {watch.ElapsedMilliseconds}ms");
watch.Restart();
cpu.Add(one, two);
Console.WriteLine($"CPU Add: {watch.ElapsedMilliseconds}ms");
watch.Restart();
cpu.Multiply(one, two);
Console.WriteLine($"CPU Mult: {watch.ElapsedMilliseconds}ms");
watch.Restart();
cpumult.Add(one, two);
Console.WriteLine($"Parallel Add: {watch.ElapsedMilliseconds}ms");
watch.Restart();
cpumult.Multiply(one, two);
Console.WriteLine($"Parallel Mult: {watch.ElapsedMilliseconds}ms");
watch.Restart();
}
//you do not have to opy, but the earlier you start it the better
static void GPUCopy()
{
GPUOperator <IntWrapper> op = new GPUOperator <IntWrapper>();
BufferedFastMatrix <IntWrapper> matrix = new BufferedFastMatrix <IntWrapper>(5, 5);
//start copying to the GPU
matrix.CopyToGPU();
//do other stuff here...
//all operations on the GPU will automatically finish the copy
//when starting an operation
op.Transpose(matrix);
}
