public void ConvLayerSerialization()
{
var layer = new ConvLayer(5, 5, 8)
{
Stride = 1, Pad = 2, BiasPref = 0.5
};
layer.Init(28, 24, 1);
var data = layer.GetData();
Assert.AreEqual(28, data["InputWidth"]);
Assert.AreEqual(24, data["InputHeight"]);
Assert.AreEqual(1, data["InputDepth"]);
var deserialized = LayerBase <double> .FromData(data) as ConvLayer;
Assert.IsNotNull(deserialized);
Assert.AreEqual(28, deserialized.InputWidth);
Assert.AreEqual(24, deserialized.InputHeight);
Assert.AreEqual(1, deserialized.InputDepth);
Assert.AreEqual(layer.Width, deserialized.Width);
Assert.AreEqual(layer.Height, deserialized.Height);
Assert.AreEqual(layer.Pad, deserialized.Pad);
Assert.AreEqual(layer.Stride, deserialized.Stride);
Assert.AreEqual(layer.FilterCount, deserialized.FilterCount);
Assert.AreEqual(layer.Filters.Shape, deserialized.Filters.Shape);
Assert.IsTrue(layer.Filters.ToArray().SequenceEqual(deserialized.Filters.ToArray()));
Assert.AreEqual(layer.Bias.Shape, deserialized.Bias.Shape);
Assert.IsTrue(layer.Bias.ToArray().SequenceEqual(deserialized.Bias.ToArray()));
Assert.AreEqual(layer.BiasPref, deserialized.BiasPref);
}
