public override void CoreClone(ref VariableBase _clone)
{
(_clone as AffineVariable).OptimizerType = OptimizerType;
(_clone as AffineVariable).Rho = Rho;
(_clone as AffineVariable).Weight = Weight.Clone() as Components.RNdMatrix;
if (OptimizerWeightBuffer != null)
{
(_clone as AffineVariable).OptimizerWeightBuffer = new List <RNdMatrix>(OptimizerWeightBuffer);
}
}
public override void CoreClone(ref VariableBase _clone)
{
(_clone as ConvolutionVariable).OutScale = OutScale;
(_clone as ConvolutionVariable).KernelSize = KernelSize;
(_clone as ConvolutionVariable).KernelExpand = KernelExpand;
(_clone as ConvolutionVariable).OptimizerType = OptimizerType;
(_clone as ConvolutionVariable).Rho = Rho;
(_clone as ConvolutionVariable).WeightBias = WeightBias.Clone() as Components.RNdMatrix;
(_clone as ConvolutionVariable).WeightKernel = WeightKernel.Clone() as Components.RNdMatrix;
if (OptimizerBiasBuffer != null)
{
(_clone as ConvolutionVariable).OptimizerBiasBuffer = new List <RNdMatrix>(OptimizerBiasBuffer);
}
if (OptimizerKernelBuffer != null)
{
(_clone as ConvolutionVariable).OptimizerKernelBuffer = new List <RNdMatrix>(OptimizerKernelBuffer);
}
}
public static void TestStart_ImageConvolusion()
{
Components.Imaging.Core.Instance.Initialize(State.CaptureMode.Device_Camera);
(new System.Threading.Tasks.Task(() =>
{
Random rand = new Random();
RNdMatrix inmat = new RNdMatrix(1, 3, 340, 240);
RNdMatrix outmat = new RNdMatrix(1, 3, 340, 240);
var unit = new GPGPU.Layer.Unit.Convolution.Convolution()
{
Activation = true,
KernelSize = 5,
OutputChannels = 3,
Rho = 0.001,
};
unit.Initialize(inmat.Clone());
unit.Confirm();
int counter = 0;
double time = 0;
while (true)
{
time = 0;
var input = Imaging.Core.Instance.GetFrame(inmat.Shape);
unit.Input = input.Clone();
time += unit.Action(State.ActionMode.Forward);
var sigma = unit.Output - input;
unit.Sigma = sigma;
//time += unit.Action(ActionMode.Back);
unit.Output.Show("output", 0);
sigma.Show("sigma", 0);
Terminal.WriteLine(State.EventState.State, "Step:{0}, TimeSpan[ms]:{1}, FPS:{2}", counter++, (int)time, (int)(1000.0 / time));
}
})).Start();
}