'Apply the forward pass transformation to the input data.
Arguments:
inputs (Tensor): input data
inference (bool): is inference only
Returns:
Tensor: output data'

def fprop(self, inputs, inference=False):

    self.inputs = inputs
    self.be.fprop_lrn(self.nglayer, inputs, self.outputs, self.denom, self.alpha, self.beta, self.ascale, self.bpower)
    return self.outputs
