parameters: (self, original_node,
                                             add_op_function)
docstring: Replaces a single-tensor node with the eight bit equivalent sub-graph.
  
      Converts a node like this:
  
         Shape(f)   Input(f)
           |          |
           +--------v v
                  Operation
                      |
                      v
                     (f)
  
       Into a quantized equivalent:
  
                      Input(f)              ReshapeDims
                         +------v v-------------+
                         |    Reshape
                         |      |
                         |      |          ReductionDims
                         |      +-----+         |
                         |      | +---c---------+
                         |      v v   v v-------+
                         |      Min   Max
                         |  +----+      |
                         v  v  v--------+
                        Quantize
                            |
                            v
                     QuantizedOperation
                        |   |   |
                        v   v   v
                        Dequantize
                            |
                            v
                           (f)
  
  
      Args:
        original_node: Float node to be converted.
        add_op_function: Function to create the actual node.
  
      Returns:
        Subgraph representing the quantized version of the original node.
docstring_summary: Replaces a single-tensor node with the eight bit equivalent sub-graph.
docstring_tokens: Replaces a single - tensor node with the eight bit equivalent sub - graph .
function: def eightbitize_single_input_tensor_node(self, original_node,
                                             add_op_function):
      """Replaces a single-tensor node with the eight bit equivalent sub-graph.
  
      Converts a node like this:
  
         Shape(f)   Input(f)
           |          |
           +--------v v
                  Operation
                      |
                      v
                     (f)
  
       Into a quantized equivalent:
  
                      Input(f)              ReshapeDims
                         +------v v-------------+
                         |    Reshape
                         |      |
                         |      |          ReductionDims
                         |      +-----+         |
                         |      | +---c---------+
                         |      v v   v v-------+
                         |      Min   Max
                         |  +----+      |
                         v  v  v--------+
                        Quantize
                            |
                            v
                     QuantizedOperation
                        |   |   |
                        v   v   v
                        Dequantize
                            |
                            v
                           (f)
  
  
      Args:
        original_node: Float node to be converted.
        add_op_function: Function to create the actual node.
  
      Returns:
        Subgraph representing the quantized version of the original node.
  
      """
      quantized_op_name = original_node.name + "_eightbit_quantized"
      quantized_op_type = "Quantized" + original_node.op
      all_input_names = self.add_eightbit_prologue_nodes(original_node)
      quantized_op_node = create_node(
          quantized_op_type, quantized_op_name, all_input_names)
      add_op_function(original_node, quantized_op_node)
      self.add_output_graph_node(quantized_op_node)
      self.add_dequantize_result_node(quantized_op_name, original_node.name)
function_tokens: def eightbitize_single_input_tensor_node ( self , original_node , add_op_function ) : quantized_op_name = original_node . name + "_eightbit_quantized" quantized_op_type = "Quantized" + original_node . op all_input_names = self . add_eightbit_prologue_nodes ( original_node ) quantized_op_node = create_node ( quantized_op_type , quantized_op_name , all_input_names ) add_op_function ( original_node , quantized_op_node ) self . add_output_graph_node ( quantized_op_node ) self . add_dequantize_result_node ( quantized_op_name , original_node . name )