internal override Shape GetNoiseShape(KerasSymbol inputs)
{
var input_shape = K.Shape(inputs);
var noise_shape = (input_shape[0], 1, input_shape[2]);
return(noise_shape);
}
internal override Shape GetNoiseShape(KerasSymbol inputs)
{
Shape noise_shape = null;
var input_shape = K.Shape(inputs);
if (this.data_format == "channels_first")
{
noise_shape = new Shape(input_shape[0], input_shape[1], 1, 1);
}
else
{
noise_shape = new Shape(input_shape[0], 1, 1, input_shape[3]);
}
return(noise_shape);
}
internal virtual Shape GetNoiseShape(KerasSymbol inputs)
{
if (this.noise_shape == null)
{
return(this.noise_shape);
}
var symbolic_shape = K.Shape(inputs);
for (int axis = 0; axis < noise_shape.Dimension; axis++)
{
var shape = noise_shape[axis];
if (shape <= 0)
{
noise_shape[axis] = symbolic_shape[axis];
}
}
return(noise_shape);
}