private Sigma1DLayer ConvertLayer(Layer1D layer)
{
double sigma = 0;
var d = layer as IResistivityLayer1D;
if (d != null)
{
sigma = (1 / d.Resistivity);
}
if (layer is IConductivityLayer1D)
{
sigma = ((layer as IConductivityLayer1D).Sigma);
}
return(new Sigma1DLayer(layer.Thickness, sigma));
}
public void CorrectlyPoolToSingle()
{
// Input:
// 0 1 2
//
// Filter:
// 0,1 1,2
//
// Pooling:
// max(0,1; 1,2)
var input = new Layer1D(3, Array.Empty <Layer>(), ActivationFunctionType.RELU, InitialisationFunctionType.GlorotUniform);
var filter = new Filter1D(new[] { input }, 2, ActivationFunctionType.RELU, InitialisationFunctionType.GlorotUniform);
filter.AddPooling(2);
var node = Assert.Single(filter.Nodes);
var pooledNode = Assert.IsType <PooledNode>(node);
Assert.Equal(2, pooledNode.UnderlyingNodes.Count);
}