public static bool IsActivationFusable(Layer.Activation activationType)
{
var fusedActivationType = (Layer.FusedActivation)activationType;
switch (fusedActivationType)
{
case Layer.FusedActivation.None:
case Layer.FusedActivation.Relu:
case Layer.FusedActivation.Tanh:
case Layer.FusedActivation.Softplus:
case Layer.FusedActivation.Sigmoid:
case Layer.FusedActivation.Relu6:
case Layer.FusedActivation.Swish:
case Layer.FusedActivation.Neg:
case Layer.FusedActivation.Sqrt:
case Layer.FusedActivation.Exp:
case Layer.FusedActivation.Log:
case Layer.FusedActivation.Acos:
case Layer.FusedActivation.Acosh:
case Layer.FusedActivation.Asin:
case Layer.FusedActivation.Asinh:
case Layer.FusedActivation.Atan:
case Layer.FusedActivation.Atanh:
case Layer.FusedActivation.Cos:
case Layer.FusedActivation.Cosh:
case Layer.FusedActivation.Sin:
case Layer.FusedActivation.Sinh:
case Layer.FusedActivation.Tan:
case Layer.FusedActivation.Erf:
return(true);
default:
return(false);
}
}
private Layer Activation(Layer.Activation activation, string name, object input)
{
Layer layer = new Layer(name, activation);
layer.inputs = new [] { ResolveInput(input) };
m_Model.layers.Add(layer);
return(layer);
}
public static bool IsActivationFusable(Layer.Activation activationType)
{
var fusedActivationType = (Layer.FusedActivation)activationType;
return(Enum.IsDefined(typeof(Layer.FusedActivation), fusedActivationType));
}
