public Inception3(int classes = 1000, string prefix = "", ParameterDict @params = null) : base(prefix,
@params)
{
Features = new HybridSequential("");
Features.Add(Inception.MakeBasicConv(32, (3, 3), (2, 2)));
Features.Add(Inception.MakeBasicConv(32, (3, 3)));
Features.Add(Inception.MakeBasicConv(64, (3, 3), padding: (1, 1)));
Features.Add(new MaxPool2D((3, 3), (2, 2)));
Features.Add(Inception.MakeBasicConv(80, (1, 1)));
Features.Add(Inception.MakeBasicConv(192, (3, 3)));
Features.Add(new MaxPool2D((3, 3), (2, 2)));
Features.Add(Inception.MakeA(32, "A1_"));
Features.Add(Inception.MakeA(64, "A2_"));
Features.Add(Inception.MakeA(64, "A3_"));
Features.Add(Inception.MakeB("B_"));
Features.Add(Inception.MakeC(128, "C1_"));
Features.Add(Inception.MakeC(160, "C2_"));
Features.Add(Inception.MakeC(160, "C3_"));
Features.Add(Inception.MakeC(192, "C4_"));
Features.Add(Inception.MakeD("D_"));
Features.Add(Inception.MakeE("E1_"));
Features.Add(Inception.MakeE("E2_"));
Features.Add(new AvgPool2D((8, 8)));
Features.Add(new Dropout(0.5f));
RegisterChild(Features, "features");
Output = new Dense(classes);
RegisterChild(Output, "output");
}