//公有方法
public new List <float> GetOutput()
{
//耗时计算
Stopwatch stopwatch = new Stopwatch();
stopwatch.Start();
List <float> output = new List <float>();
//平化操作
if (this.Input != null)
{
if (this.Input.GetType() == typeof(ConvLayer))
{
ConvLayer input = Input;
var inputs = input.GetOutput();
for (int n = 0; n < inputs.Count; n++)
{
for (int i = 0; i < inputs[n].GetLength(0); i++)
{
for (int j = 0; j < inputs[n].GetLength(1); j++)
{
output.Add(inputs[n][i, j]);
}
}
}
}
}
//打印
stopwatch.Stop();
if (this.Father.__debug__)
{
Console.WriteLine("{0}用时(毫秒)：{1}", this.Name, stopwatch.ElapsedMilliseconds);
}
return(output);
}
public void Create(int kernel_num, int kernel_size, int step = 1, string name = "conv", string padding = "same", string activation = "relu", string optimizer = "GD")
{
ConvLayer layer;
if (this.Layers.Count == 0)
{
layer = new ConvLayer(kernel_num, kernel_size, step, null, name, padding, activation, optimizer);
}
else
{
layer = new ConvLayer(kernel_num, kernel_size, step, this.Layers.Last(), name, padding, activation, optimizer);
}
Add(layer);
}
public void Add(ConvLayer layer)
{
this.Layers.Add(layer);
layer.Father = this;//设置父对象
Update();
}