code: def reshape_break_channel_dependency(op_node):
      """
      The reshape operations such as (reshape, view, flatten) may break
      the channel dependency. We need to check the input parameters of
      these reshape operations to check if this reshape node will break
      the channel dependency. However, it's complicated to analyze the the input
      parameters for each reshape function and infer if it will break the channel
      dependency. So currently, we just check if the input channel and the output
      channel is the same, if so, then we can say the original reshape function
      doesn't want to change the number of the channels, which means the channel
      dependency is not broken. In contrast, the original reshap operation wants
      to change the number of channels, so it breaks the channel dependency.
  
      Parameters
      ----------
      opnode: NodePyOP
          A Op node of the graph.
      Returns
      -------
      bool
          If this operation will break the channel dependency.
      """
      in_shape = op_node.auxiliary["in_shape"]
      out_shape = op_node.auxiliary["out_shape"]
      in_channel = in_shape[1]
      out_channel = out_shape[1]
      return in_channel != out_channel
  
imports: import csv
  import logging
label_desc: Use image node_id 1 for calling a global function with example usage: reshape_break_channel_dependency(op_node) and returns: unknown