public void create(ComputeSystem.DeviceType type)
{
csogmaneoPINVOKE.Resources_create__SWIG_2(swigCPtr, (int)type);
if (csogmaneoPINVOKE.SWIGPendingException.Pending)
{
throw csogmaneoPINVOKE.SWIGPendingException.Retrieve();
}
}
public void create(ComputeSystem.DeviceType type, int platformIndex, int deviceIndex)
{
csogmaneoPINVOKE.Resources_create__SWIG_0(swigCPtr, (int)type, platformIndex, deviceIndex);
if (csogmaneoPINVOKE.SWIGPendingException.Pending)
{
throw csogmaneoPINVOKE.SWIGPendingException.Retrieve();
}
}
public bool create(ComputeSystem.DeviceType type)
{
bool ret = csogmaneoPINVOKE.ComputeSystem_create__SWIG_3(swigCPtr, (int)type);
if (csogmaneoPINVOKE.SWIGPendingException.Pending)
{
throw csogmaneoPINVOKE.SWIGPendingException.Retrieve();
}
return(ret);
}
public bool create(ComputeSystem.DeviceType type, int platformIndex, int deviceIndex)
{
bool ret = csogmaneoPINVOKE.ComputeSystem_create__SWIG_1(swigCPtr, (int)type, platformIndex, deviceIndex);
if (csogmaneoPINVOKE.SWIGPendingException.Pending)
{
throw csogmaneoPINVOKE.SWIGPendingException.Retrieve();
}
return(ret);
}
static void Main(string[] args)
{
int numSimSteps = 500;
ComputeSystem.DeviceType deviceType = ComputeSystem.DeviceType._gpu;
Resources _res = new Resources();
_res.create(deviceType);
Architect arch = new Architect();
arch.initialize(1234, _res);
// Input size (width and height)
int w = 4;
int h = 4;
ParameterModifier inputParams = arch.addInputLayer(new Vec2i(w, h));
inputParams.setValue("in_p_alpha", 0.02f);
inputParams.setValue("in_p_radius", 16);
for (int i = 0; i < 2; i++)
{
ParameterModifier layerParams = arch.addHigherLayer(new Vec2i(36, 36), SparseFeaturesType._chunk);
layerParams.setValue("sfc_chunkSize", new Vec2i(6, 6));
layerParams.setValue("sfc_ff_radius", 12);
layerParams.setValue("hl_poolSteps", 2);
layerParams.setValue("sfc_weightAlpha", 0.02f);
layerParams.setValue("sfc_biasAlpha", 0.001f);
layerParams.setValue("p_alpha", 0.08f);
layerParams.setValue("p_beta", 0.16f);
layerParams.setValue("p_radius", 16);
}
Hierarchy hierarchy = arch.generateHierarchy();
ValueField2D inputField = new ValueField2D(new Vec2i(w, h));
for (int y = 0; y < h; y++)
{
for (int x = 0; x < w; x++)
{
inputField.setValue(new Vec2i(x, y), (y * w) + x);
}
}
vectorvf inputVector = new vectorvf();
inputVector.Add(inputField);
System.Console.WriteLine("Stepping the hierarchy...");
for (int i = 0; i < numSimSteps; i++)
{
hierarchy.simStep(inputVector, true);
}
vectorvf prediction = hierarchy.getPredictions();
System.Console.Write("Input :");
for (int y = 0; y < h; y++)
{
for (int x = 0; x < w; x++)
{
System.Console.Write(" " + inputField.getValue(new Vec2i(x, y)).ToString("n2"));
}
}
System.Console.WriteLine();
System.Console.Write("Prediction :");
for (int y = 0; y < h; y++)
{
for (int x = 0; x < w; x++)
{
System.Console.Write(" " + prediction[0].getValue(new Vec2i(x, y)).ToString("n2"));
}
}
System.Console.WriteLine();
}
public Resources(ComputeSystem.DeviceType type) : this(csogmaneoPINVOKE.new_Resources__SWIG_3((int)type), true)
{
}
public Resources(ComputeSystem.DeviceType type, int platformIndex) : this(csogmaneoPINVOKE.new_Resources__SWIG_2((int)type, platformIndex), true)
{
}
