public override KerasSymbol[] Invoke(KerasSymbol[] inputs, FuncArgs kwargs = null)
{
List <KerasSymbol> result = new List <KerasSymbol>();
foreach (var input in inputs)
{
result.Add(K.Relu(input, alpha));
}
return(result.ToArray());
}
public override KerasSymbol[] Invoke(KerasSymbol[] inputs, FuncArgs kwargs = null)
{
List <KerasSymbol> result = new List <KerasSymbol>();
foreach (var input in inputs)
{
result.Add(
K.Relu(input, alpha: this.negative_slope, max_value: this.max_value, threshold: this.threshold)
);
}
return(result.ToArray());
}
public override KerasSymbol[] Invoke(KerasSymbol[] inputs, FuncArgs kwargs = null)
{
List <KerasSymbol> result = new List <KerasSymbol>();
foreach (var input in inputs)
{
KerasSymbol neg;
var pos = K.Relu(input);
neg = -this.alpha * K.Relu(-input);
result.Add(pos + neg);
}
return(result.ToArray());
}
public static KerasSymbol Relu(KerasSymbol x, float alpha = 0, float?max_value = null, float threshold = 0)
{
return(K.Relu(x, alpha: alpha, max_value: max_value, threshold: threshold));
}