public ColorClusterCreator(int width, int height)
{
List <byte> lColors = new List <byte>();
foreach (var colorValue in Enum.GetValues(typeof(KnownColor)))
{
System.Drawing.Color color = System.Drawing.Color.FromKnownColor((KnownColor)colorValue);
lColors.Add(color.R);
lColors.Add(color.G);
lColors.Add(color.B);
}
this.colors = lColors.ToArray();
this.ImageWidth = width;
this.ImageHeight = height;
this.RGBPixels = new byte[ImageWidth * ImageHeight * 3];
this.GaussedRGBPixels = new byte[RGBPixels.Length];
this.LabPixels = new sbyte[ImageWidth * ImageHeight * 3];
this.LabDistances = new byte[ImageWidth * ImageHeight * 4];
this.ClusterMap = new int[ImageWidth * ImageHeight];
clusterImage = new Bitmap(ImageWidth, ImageHeight, PixelFormat.Format24bppRgb);
this.gpuAccel = new EasyCL();
this.gpuAccel.Accelerator = AcceleratorDevice.GPU;
this.gpuAccel.LoadKernel(OpenClKernels.Kernel);
}
static void Run(string[] args)
{
int[] Primes = Enumerable.Range(2, 1000000).ToArray();
EasyCL cl = new EasyCL();
cl.Accelerator = Accelerator.Gpu; //You can also set the accelerator after loading the kernel
cl.LoadKernel(IsPrime); //Load kernel string here, (Compiles in the background)
cl.Invoke("GetIfPrime", Primes.Length, Primes); //Call Function By Name With Parameters
//Primes now contains all Prime Numbers
}
void BenchmarkDevice(AcceleratorDevice Device)
{
Console.Write("\tSingle GFlops = ");
base.WriteMessage(EasyCL.GetDeviceGFlops_Single(Device).ToString("0.00") + "GFlops");
Console.Write("\tDouble GFlops = ");
base.WriteMessage(EasyCL.GetDeviceGFlops_Double(Device).ToString("0.00") + "GFlops");
Console.Write("\tMemory Bandwidth = ");
base.WriteMessage(EasyCL.GetDeviceBandwidth_GBps(Device).ToString("0.00") + "GByte/s");
base.WriteMessage("");
}
void RunCPU(int[] WorkSet)
{
base.WriteMessage("\nRun on CPU: " + AcceleratorDevice.CPU.ToString());
EasyCL cl = new EasyCL()
{
Accelerator = AcceleratorDevice.CPU
};
cl.LoadKernel(IsPrime);
cl.Invoke("GetIfPrime", 0, 1, WorkSet); //OpenCL uses a Cache. Real speed after that
Stopwatch time = Stopwatch.StartNew();
cl.Invoke("GetIfPrime", 0, WorkSet.Length, WorkSet);
time.Stop();
double performance = WorkSet.Length / (1000000.0 * time.Elapsed.TotalSeconds);
base.WriteMessage("\t" + performance.ToString("0.00") + " MegaPrimes/Sec");
}
void AsyncTest(int[] WorkSet)
{
EasyCL cl = new EasyCL()
{
Accelerator = AcceleratorDevice.GPU
};
cl.LoadKernel(IsPrime);
Task primes = cl.InvokeAsync("GetIfPrime", WorkSet.Length, WorkSet); //OpenCL uses a Cache. Real speed after that
Stopwatch time = Stopwatch.StartNew();
long i = 0;
while (primes.IsCompleted == false)
{
i++;
}
double millis = time.Elapsed.TotalMilliseconds;
base.WriteMessage(i + $" CPU cycles saved ({millis.ToString("0.00")}ms)");
}
