const char* node_name = "SomeNodeName";
  const char* op_name = "FooOp";
  const char* device_name = "FakeDeviceName1";

  REGISTER_OP(op_name)
      .Input("input1: double")
      .Input("input2: uint8")
      .Output("output1: uint8")
      .Attr("SomeDataTypeAttr: type");

  TF_KernelBuilder* builder = TF_NewKernelBuilder(
      op_name, device_name, &MyCreateFunc, &MyComputeFunc, &MyDeleteFunc);

  {

  def _visit_tfr_builtins(self, op_name, args, node):
    arg_strs = []
    arg_tys = []
    for arg in args:
      value, ty = self.visit(arg)
      arg_strs.append(value)
      arg_tys.append(ty)
    tfr_op_name = 'tfr.' + op_name[5:]
    ret_tys = (
        TFR_BUILTINS[op_name](*arg_tys)
        if callable(TFR_BUILTINS[op_name]) else TFR_BUILTINS[op_name])

      counted only if the ops are named 'op_name' and has 'attr_val' if
      'attr_name' is specified.
    """
    op_count = 0
    for op_name in op_names:
      # Check the main graph
      op_count += self._count_op_with_name_and_attribute(
          nodes=graphdef.node,
          op_name=op_name,
          attr_name=attr_name,
          attr_val=attr_val,

        op_state.operands[1] = shape_op;
      }
    }
  }
  if (op_name == "vhlo.reduce_v1" || op_name == "vhlo.reduce_window_v1" ||
      op_name == "vhlo.sort_v1" || op_name == "vhlo.scatter_v1") {
    op_state.addRegion();
  }
  if (op_name == "vhlo.while_v1") {
    op_state.addRegion();
    op_state.addRegion();
  }

  TF_OperationDescription* init(string type) {
    // Construct op_name to match the name used by REGISTER_OP in the
    // ATTR_TEST_REGISTER calls above.
    string op_name = "CApiAttributesTestOp";
    if (type.find("list(") == 0) {
      op_name += "List";
      type = type.replace(0, 5, "");
      type = type.replace(type.size() - 1, 1, "");
    }
    op_name += type;
    return TF_NewOperation(

    for (StringRef op_name : func_count_map.keys()) {
      const int32_t quantized_count = func_count_map[op_name].num_quant;
      const int32_t total_count =
          quantized_count + func_count_map[op_name].num_float;
      lines.push_back(absl::StrFormat("%s %d/%d",
                                      pad_string(op_name, name_col_width),

  TFE_Context* context = TFE_OpGetContext(other, status);
  CHECK_EQ(TF_OK, TF_GetCode(status)) << TF_Message(status);
  const char* op_name = TFE_OpGetName(other, status);
  CHECK_EQ(TF_OK, TF_GetCode(status)) << TF_Message(status);
  TFE_Op* ret = TFE_NewOp(context, op_name, status);
  CHECK_EQ(TF_OK, TF_GetCode(status)) << TF_Message(status);
  const char* device = TFE_OpGetDevice(other, status);

        return copiedConfiguration;
    }

    private String getNameWithCopySuffix() {
        int count = copyCount.incrementAndGet();
        String copyName = name + "Copy";
        return count == 1
            ? copyName
            : copyName + count;
    }

    @Override
    public Configuration copy(Closure dependencySpec) {
        return copy(Specs.convertClosureToSpec(dependencySpec));

// anonymous enums to be used with {ASSERT|EXPECT}_?? when compiled
// with gcc 4.
//
// INTERNAL IMPLEMENTATION - DO NOT USE IN A USER PROGRAM.
#define GTEST_IMPL_CMP_HELPER_(op_name, op)\
template <typename T1, typename T2>\
AssertionResult CmpHelper##op_name(const char* expr1, const char* expr2, \
                                   const T1& val1, const T2& val2) {\
  if (val1 op val2) {\
    return AssertionSuccess();\
  } else {\

                                PatternRewriter &rewriter) const override {
    Value result = op.getX();
    for (StringRef op_name : op.getOpNames().getAsValueRange<StringAttr>()) {
      std::string full_name = "tf." + op_name.str();
      // All ops in the sequences have the same result type as the original
      // result type.