op.py

class Operation():
  def __init__(self, input_nodes=None):
    self.input_nodes = input_nodes
    self.output = None
    
    # Append operation to the list of operations of the default graph
    _default_graph.operations.append(self)

  def forward(self):
    pass

  def backward(self):
    pass