public void Activation()
{
ActivationLib tmp = new ActivationLib();
Summation();
y = tmp.ReLUFunction(s);
}
} //建立清單 List(起點,終點,遞增步幅)
public void ACTdata_toTXT(List <double> Data, string FunctionName, string path)
{
ActivationLib act = new ActivationLib();
StreamWriter sw = new StreamWriter(path);
List <double> y_cal = new List <double>();
int cont = 0;
switch (FunctionName)
{
case "Identity":
foreach (var item in act.Func_Identity(Data))
{
y_cal.Add(item);
}
break;
case "BinaryStep":
foreach (var item in act.Func_BinaryStep(Data))
{
y_cal.Add(item);
}
break;
case "Sigmoid":
foreach (var item in act.Func_Sigmoid(Data))
{
y_cal.Add(item);
}
break;
case "Tanh":
foreach (var item in act.Func_Tanh(Data))
{
y_cal.Add(item);
}
break;
case "ArcTan":
foreach (var item in act.Func_ArcTan(Data))
{
y_cal.Add(item);
}
break;
case "Softsign":
foreach (var item in act.Func_Softsign(Data))
{
y_cal.Add(item);
}
break;
case "ReLU":
foreach (var item in act.Func_ReLU(Data))
{
y_cal.Add(item);
}
break;
case "LeakyReLU":
foreach (var item in act.Func_LeakyReLU(Data))
{
y_cal.Add(item);
}
break;
case "PReLU": //*
foreach (var item in act.Func_PReLU(Data))
{
y_cal.Add(item);
}
break;
case "RReLU": //*
foreach (var item in act.Func_RReLU(Data))
{
y_cal.Add(item);
}
break;
case "ELU": //*
foreach (var item in act.Func_ELU(Data))
{
y_cal.Add(item);
}
break;
case "SELU":
foreach (var item in act.Func_SELU(Data))
{
y_cal.Add(item);
}
break;
case "SReLU":
foreach (var item in act.Func_SReLU(Data))
{
y_cal.Add(item);
}
break;
case "HardSigmoid":
foreach (var item in act.Func_HardSigmoid(Data))
{
y_cal.Add(item);
}
break;
case "HardTanh":
foreach (var item in act.Func_HardTanh(Data))
{
y_cal.Add(item);
}
break;
case "LeCunTanh":
foreach (var item in act.Func_LeCunTanh(Data))
{
y_cal.Add(item);
}
break;
case "SoftPlus":
foreach (var item in act.Func_SoftPlus(Data))
{
y_cal.Add(item);
}
break;
case "Signum":
foreach (var item in act.Func_Signum(Data))
{
y_cal.Add(item);
}
break;
case "BentIdentity":
foreach (var item in act.Func_BentIdentity(Data))
{
y_cal.Add(item);
}
break;
case "SymmetricalSigmoid":
foreach (var item in act.Func_SymmetricalSigmoid(Data))
{
y_cal.Add(item);
}
break;
case "LogLog":
foreach (var item in act.Func_LogLog(Data))
{
y_cal.Add(item);
}
break;
case "Gaussian":
foreach (var item in act.Func_Gaussian(Data))
{
y_cal.Add(item);
}
break;
case "Absolute":
foreach (var item in act.Func_Absolute(Data))
{
y_cal.Add(item);
}
break;
case "Sinusoid":
foreach (var item in act.Func_Sinusoid(Data))
{
y_cal.Add(item);
}
break;
case "Cos":
foreach (var item in act.Func_Cos(Data))
{
y_cal.Add(item);
}
break;
case "Sinc":
foreach (var item in act.Func_Sinc(Data))
{
y_cal.Add(item);
}
break;
default:
sw.Write("None Data.");
sw.Close();
Console.WriteLine("無輸出結果,請查明激活函式名稱!");
break;
}
if (y_cal.Count > 0)
{
foreach (var item in y_cal)
{
sw.Write(Data[cont].ToString("F4") + " " + item.ToString("F8") + Environment.NewLine);
cont++;
}
sw.Close();
Console.WriteLine("已建置檔案!File路徑:" + path);
}
else
{
Console.WriteLine("尚未有運算結果!");
}
}