public void CalculateFitness(CudaDeviceVariable <byte> population, CudaDeviceVariable <float> fitness)
{
Profiler.Start("Calculate accuracy");
var deviceAccuracy = accuracyCalc.CalculateAccuracy(population);
Profiler.Stop("Calculate accuracy");
float[] asdf = deviceAccuracy;
Profiler.Start("Calculate vectorSizes");
countVectorsKernel.Calculate(population, vectorSizes);
Profiler.Stop("Calculate vectorSizes");
int[] v = vectorSizes;
Profiler.Start("Avrage VectorSizes");
float avrageVectorSize = Thrust.Avrage(vectorSizes);
Profiler.Stop("Avrage VectorSizes");
Profiler.Start("Avrage accuracy");
float avrageAccuracy = Thrust.Avrage(deviceAccuracy);
Profiler.Stop("Avrage accuracy");
Profiler.Start("fittness kernel");
fitnessKernel.Run(
deviceAccuracy.DevicePointer,
avrageAccuracy,
vectorSizes.DevicePointer,
avrageVectorSize,
fitness.DevicePointer
);
Profiler.Stop("fittness kernel");
}
public void AvrageFloatTest()
{
using (var context = new CudaContext())
{
var data = new float[] { 2, 5, 8, 9, 6, 3, 5, 4, 0, 8, 8 };
float avg = Thrust.Avrage(data);
Assert.AreEqual((float)data.Average(), avg);
}
}
public void CalculateFitness(CudaDeviceVariable <byte> population, CudaDeviceVariable <float> fitness)
{
Profiler.Start("vector sizes");
//countVectorsKernel.Calculate(population, deviceVectorSizes);
Profiler.Stop("vector sizes");
Profiler.Start("size and indeces");
sizeAndIndecesKernel.Run(
population.DevicePointer,
populationIndeces.DevicePointer,
deviceVectorSizes.DevicePointer
);
Profiler.Stop("size and indeces");
var accuracy = accuracyFunc.CalculateAccuracy(population, populationIndeces, deviceVectorSizes);
Profiler.Start("Avrage Accuracy");
float avrageAccuracy = Thrust.Avrage(accuracy);
Profiler.Stop("Avrage Accuracy");
Profiler.Start("Avrage VectorSize");
float avrageVectorSize = Thrust.Avrage(deviceVectorSizes);
Profiler.Stop("Avrage VectorSize");
Profiler.Start("fitness kernel");
fitnessKernel.Run(
accuracy.DevicePointer,
avrageAccuracy,
deviceVectorSizes.DevicePointer,
avrageVectorSize,
fitness.DevicePointer
);
Profiler.Stop("fitness kernel");
}
