public void SerializationTest()
{
// Create a MaxoutLayer
var layer = new MaxoutLayer(4);
layer.Init(10, 10, 3);
MaxoutLayer deserialized;
using (var ms = new MemoryStream())
{
// Serialize
IFormatter formatter = new BinaryFormatter();
formatter.Serialize(ms, layer);
// Deserialize
ms.Position = 0;
deserialized = formatter.Deserialize(ms) as MaxoutLayer;
}
Assert.AreEqual(layer.InputDepth, deserialized.InputDepth);
Assert.AreEqual(layer.InputHeight, deserialized.InputHeight);
Assert.AreEqual(layer.InputWidth, deserialized.InputWidth);
Assert.AreEqual(layer.OutputDepth, deserialized.OutputDepth);
Assert.AreEqual(layer.OutputHeight, deserialized.OutputHeight);
Assert.AreEqual(layer.OutputWidth, deserialized.OutputWidth);
Assert.AreEqual(layer.GroupSize, deserialized.GroupSize);
}
public static MaxoutLayer Maxout(this LayerBase layer)
{
var maxout = new MaxoutLayer();
layer.ConnectTo(maxout);
return(maxout);
}
public void GradientWrtInputCheck()
{
const int inputWidth = 20;
const int inputHeight = 20;
const int inputDepth = 2;
// Create layer
var layer = new MaxoutLayer(4);
GradientCheckTools.GradientCheck(layer, inputWidth, inputHeight, inputDepth);
}
public void GradientWrtInputCheck()
{
const int inputWidth = 20;
const int inputHeight = 20;
const int inputDepth = 2;
// Create layer
const int groupSize = 4;
var layer = new MaxoutLayer { GroupSize = groupSize };
GradientCheckTools.GradientCheck(layer, inputWidth, inputHeight, inputDepth);
}