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    },
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      "op" : "Add",
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    },
    {
      "forward_arg_shape" : [ 50, 64, 8, 8 ],
      "include_padding_in_avg_computation" : false,
      "inputs" : ["Reshape_580"],
      "name" : "AvgPoolBackprop_581",
      "op" : "AvgPoolBackprop",
      "outputs" : ["AvgPoolBackprop_581_0"],
      "padding_above" : [ 0, 0 ],
      "padding_below" : [ 0, 0 ],
      "window_movement_strides" : [ 1, 1 ],
      "window_shape" : [ 8, 8 ]
    },
    {
      "inputs" : [ "Greater_515", "Divide_546", "Constant_514" ],
      "name" : "Select_547",
      "op" : "Select",
      "outputs" : ["Select_547_0"]
    },
    {
      "inputs" : [ "Add_693", "Divide_697" ],
      "name" : "Add_698",
      "op" : "Add",
      "outputs" : ["Add_698_0"]
    },
    {
      "input_order" : [ 0, 2, 3, 1 ],
      "inputs" : ["AvgPoolBackprop_581"],
      "name" : "Reshape_582",
      "op" : "Reshape",
      "output_shape" : [ 50, 8, 8, 64 ],
      "outputs" : ["Reshape_582_0"]
    },
    {
      "inputs" : [ "Add_698", "Divide_702" ],
      "name" : "Add_703",
      "op" : "Add",
      "outputs" : ["Add_703_0"]
    },
    {
      "inputs" : [ "Greater_576", "Reshape_582", "Broadcast_575" ],
      "name" : "Select_583",
      "op" : "Select",
      "outputs" : ["Select_583_0"]
    },
    {
      "inputs" : [ "Add_703", "Divide_707" ],
      "name" : "Add_708",
      "op" : "Add",
      "outputs" : ["Add_708_0"]
    },
    {
      "inputs" : [ "Add_708", "Divide_712" ],
      "name" : "Add_713",
      "op" : "Add",
      "outputs" : ["Add_713_0"]
    },
    {
      "inputs" : [ "Constant_584", "Add_713" ],
      "name" : "Multiply_714",
      "op" : "Multiply",
      "outputs" : ["Multiply_714_0"]
    },
    {
      "inputs" : [ "Select_547", "Multiply_714" ],
      "name" : "Add_715",
      "op" : "Add",
      "outputs" : ["Add_715_0"]
    }
  ],
  "parameters" : [
    "Parameter_480", "Parameter_481", "Parameter_482", "Parameter_483",
    "Parameter_484", "Parameter_485", "Parameter_486", "Parameter_487",
    "Parameter_488", "Parameter_489", "Parameter_490", "Parameter_491",
    "Parameter_492", "Parameter_493", "Parameter_494", "Parameter_495",
    "Parameter_496", "Parameter_497", "Parameter_498", "Parameter_499",
    "Parameter_500", "Parameter_501", "Parameter_502", "Parameter_503",
    "Parameter_504", "Parameter_505", "Parameter_506", "Parameter_507"
  ],
  "result" : [
    "Select_547", "Add_527", "Sum_571", "Dot_573", "Select_583", "Add_715",
    "Select_547"
  ]
}]