if (inserted) {
    NodeDef arg_def;
    NodeDefBuilder builder(
        absl::StrCat(src_node->name(), "_", src_slot, "_arg"), kArgOp,
        NodeDebugInfo(src_node->def()));
    DataType dtype = edge->dst()->input_type(edge->dst_input());
    builder.Attr("T", dtype);
    builder.Attr("index", arg_index);
    Status s = builder.Finalize(&arg_def);
    if (!s.ok()) return s;

TFR_BUILTINS = {
    '_tfr_quant_act_range': (TFRTypes.TENSOR, TFRTypes.TENSOR),
    '_tfr_quant_rescale': TFRTypes.TENSOR,
    '_tfr_quant_raw_data': lambda input_type: input_type,
    '_tfr_quant_qparam': (TFRTypes.TENSOR, TFRTypes.TENSOR),
    '_tfr_quant_scale_factor': TFRTypes.TENSOR,
}


class TFRTypeResolver(type_inference.Resolver):

#include "tensorflow/core/public/version.h"
#include "tensorflow/core/util/dump_graph.h"

namespace tensorflow {

namespace {

bool HasResourceInput(const Node& node) {
  return absl::c_count(node.input_types(), DT_RESOURCE) != 0;
}

void LogNotCompilable(const Node& node, absl::string_view reason = "") {
  VLOG(3) << "Found uncompilable node " << node.name() << " (op "

  }
  if (grad_inputs.size() != 1) {
    return errors::InvalidArgument("Tile grad requires 1 grad input");
  }

  Shape::Attrs shape_attrs;
  shape_attrs.out_type_ = op.input_type(1);
  auto input_shape = Shape(scope, op.input(0), shape_attrs);
  // We interleave multiples and input_shape to get split_shape,
  // reshape grad to split_shape, and reduce along all even

	7, // 6: istio.workload.zds.WorkloadResponse.ack:type_name -> istio.workload.zds.Ack
	7, // [7:7] is the sub-list for method output_type
	7, // [7:7] is the sub-list for method input_type
	7, // [7:7] is the sub-list for extension type_name
	7, // [7:7] is the sub-list for extension extendee
	0, // [0:7] is the sub-list for field type_name
}

func init() { file_zdsapi_zds_proto_init() }

	8,  // 13: istio.security.StringMatch.presence:type_name -> google.protobuf.Empty
	14, // [14:14] is the sub-list for method output_type
	14, // [14:14] is the sub-list for method input_type
	14, // [14:14] is the sub-list for extension type_name
	14, // [14:14] is the sub-list for extension extendee
	0,  // [0:14] is the sub-list for field type_name
}

	7, // 9: proto.EchoTestService.ForwardEcho:output_type -> proto.ForwardEchoResponse
	8, // [8:10] is the sub-list for method output_type
	6, // [6:8] is the sub-list for method input_type
	6, // [6:6] is the sub-list for extension type_name
	6, // [6:6] is the sub-list for extension extendee
	0, // [0:6] is the sub-list for field type_name
}

func init() { file_test_echo_proto_echo_proto_init() }

    return errors::InvalidArgument("Cast requires 2 arguments");
  }
  if (grad_inputs.size() != 1) {
    return errors::InvalidArgument("Cast grad requires 1 grad input");
  }

  auto src_type = op.input_type(0);
  auto dst_type = grad_inputs[0].type();
  if (IsFloatingPointDtype(src_type) && IsFloatingPointDtype(dst_type)) {
    grad_outputs->push_back(Cast(scope, grad_inputs[0], src_type));
  } else {

INPUT_TYPE.TAP_DOWN];const PINCH_TYPE_NAMES=[INPUT_TYPE.PINCH_BEGIN,INPUT_TYPE.PINCH_END,INPUT_TYPE.PINCH_UPDATE];const FLING_TYPE_NAMES=[INPUT_TYPE.FLING_CANCEL,INPUT_TYPE.FLING_START];const TOUCH_TYPE_NAMES=[INPUT_TYPE.TOUCH_END,INPUT_TYPE.TOUCH_MOVE,INPUT_TYPE.TOUCH_START];const SCROLL_TYPE_NAMES=[INPUT_TYPE.SCROLL_BEGIN,INPUT_TYPE.SCROLL_END,INPUT_TYPE.SCROLL_UPDATE];const ALL_HANDLED_TYPE_NAMES=[].concat(KEYBOARD_TYPE_NAMES,MOUSE_RESPONSE_TYPE_NAMES,MOUSE_WHEEL_TYPE_NAMES,MOUSE_DRAG_TYPE_NA...

	11, // 20: istio.workload.Workload.ServicesEntry.value:type_name -> istio.workload.PortList
	21, // [21:21] is the sub-list for method output_type
	21, // [21:21] is the sub-list for method input_type
	21, // [21:21] is the sub-list for extension type_name
	21, // [21:21] is the sub-list for extension extendee
	0,  // [0:21] is the sub-list for field type_name
}