public void Test_Dense2D_DifferentData_Weights()
{
DataArray weights = new DataArray(5);
Dense2DLayer dens = new Dense2DLayer(1);
dens.SetWeights(weights);
}
public void Test_Dense2D_Null_Weights()
{
Data2D weights = null;
Dense2DLayer dens = new Dense2DLayer(0);
dens.SetWeights(weights);
}
public void Test_Dense2D_DifferentData_Input()
{
DataArray data = new DataArray(5);
Data2D weights = new Data2D(3, 3, 3, 3);
Dense2DLayer dens = new Dense2DLayer(3);
dens.SetWeights(weights);
dens.SetInput(data);
}
public void Test_Dense2D_Null_Input()
{
Data2D data = null;
Data2D weights = new Data2D(3, 3, 3, 3);
Dense2DLayer dens = new Dense2DLayer(3);
dens.SetWeights(weights);
dens.SetInput(data);
}
public void Test_Dense2D_Execute()
{
// Initialize data.
Data2D data = new Data2D(1, 1, 18, 1);
data[0, 0, 0, 0] = 1;
data[0, 0, 1, 0] = 2;
data[0, 0, 2, 0] = 0;
data[0, 0, 3, 0] = 3;
data[0, 0, 4, 0] = 4;
data[0, 0, 5, 0] = 0;
data[0, 0, 6, 0] = 2;
data[0, 0, 7, 0] = 2;
data[0, 0, 8, 0] = 0;
data[0, 0, 9, 0] = 0;
data[0, 0, 10, 0] = 3;
data[0, 0, 11, 0] = 1;
data[0, 0, 12, 0] = 1;
data[0, 0, 13, 0] = 1;
data[0, 0, 14, 0] = 1;
data[0, 0, 15, 0] = 3;
data[0, 0, 16, 0] = 1;
data[0, 0, 17, 0] = 0;
// Initialize weights.
Data2D weights = new Data2D(1, 1, 18, 2);
weights[0, 0, 0, 0] = 1;
weights[0, 0, 1, 0] = 2;
weights[0, 0, 2, 0] = 2;
weights[0, 0, 3, 0] = 3;
weights[0, 0, 4, 0] = 1;
weights[0, 0, 5, 0] = 1;
weights[0, 0, 6, 0] = 1;
weights[0, 0, 7, 0] = 3;
weights[0, 0, 8, 0] = 2;
weights[0, 0, 9, 0] = 0;
weights[0, 0, 10, 0] = 1;
weights[0, 0, 11, 0] = 1;
weights[0, 0, 12, 0] = 2;
weights[0, 0, 13, 0] = 3;
weights[0, 0, 14, 0] = 0;
weights[0, 0, 15, 0] = 2;
weights[0, 0, 16, 0] = 3;
weights[0, 0, 17, 0] = 2;
weights[0, 0, 0, 1] = 5;
weights[0, 0, 1, 1] = 2;
weights[0, 0, 2, 1] = 1;
weights[0, 0, 3, 1] = 3;
weights[0, 0, 4, 1] = 8;
weights[0, 0, 5, 1] = 1;
weights[0, 0, 6, 1] = 1;
weights[0, 0, 7, 1] = 0;
weights[0, 0, 8, 1] = 2;
weights[0, 0, 9, 1] = 0;
weights[0, 0, 10, 1] = 1;
weights[0, 0, 11, 1] = 0;
weights[0, 0, 12, 1] = 2;
weights[0, 0, 13, 1] = 4;
weights[0, 0, 14, 1] = 0;
weights[0, 0, 15, 1] = 2;
weights[0, 0, 16, 1] = 3;
weights[0, 0, 17, 1] = 2;
Dense2DLayer dens = new Dense2DLayer(2);
dens.SetWeights(weights);
dens.SetInput(data);
dens.Execute();
Data2D output = dens.GetOutput() as Data2D;
// Checking sizes
Dimension dim = output.GetDimension();
Assert.AreEqual(dim.b, 1);
Assert.AreEqual(dim.c, 2);
// Checking calculation
Assert.AreEqual(output[0, 0, 0, 0], 44.0, 0.0000001);
Assert.AreEqual(output[0, 0, 1, 0], 70.0, 0.0000001);
}