def __call__(self, *a_inputs, **kwargs):
# x = a_input.data
# y = self.forward(x)
# self.output = BaseVariable(as_array(y))
# self.output.set_creator(self)
# self.input = a_input
a_inputs = [as_variable(x) for x in a_inputs]
xs = [x.data for x in a_inputs]
ys = self.forward(*xs)
if not isinstance(ys, tuple):
ys = (ys, )
outputs = [BaseVariable(as_array(y)) for y in ys]
if Config.enable_backprop:
self.generation = max([x.generation for x in a_inputs])
for output in outputs:
output.set_creator(self)
self.inputs = a_inputs
self.outputs = [weakref.ref(output) for output in outputs]
return outputs if len(outputs) > 1 else outputs[0]
def rdiv(x0, x1):
x1 = as_array(x1)
return Div()(x1, x0)
def add(x0, x1):
x1 = as_array(x1)
return Add()(x0, x1)
def rsub(x0, x1):
x1 = as_array(x1)
return Sub()(x1, x0)