explicit QuantizeCompositeFunctionsPass() = default;

  explicit QuantizeCompositeFunctionsPass(
      const QuantMethod quantization_method, const OpSet target_opset,
      const bool enable_per_channel_quantization,
      const int min_num_elements_for_weights,
      const bool enable_legacy_weight_only,
      std::optional<const std::string> mlir_dump_file_name)
      : enable_legacy_weight_only_(enable_legacy_weight_only),

        *UniformQuantizeFunctionCallPattern::Match(uniform_quantize_call_op);
    const double input_inverse_scales_value =
        uniform_quantize_call_pattern_for_input.GetInverseScalesValueAttr()
            .getSplatValue<APFloat>()
            .convertToFloat();
    const double input_scale_value = 1.0 / input_inverse_scales_value;
    const int64_t input_zero_point_value =

    Generator4, Generator5, Generator6, Generator7, Generator8, Generator9,
    Generator10> Combine(
    const Generator1& g1, const Generator2& g2, const Generator3& g3,
        const Generator4& g4, const Generator5& g5, const Generator6& g6,
        const Generator7& g7, const Generator8& g8, const Generator9& g9,
        const Generator10& g10) {
  return internal::CartesianProductHolder10<Generator1, Generator2, Generator3,

		val  string // constant value
	}{
		{`package a0; const _ = false`, `false`, `untyped bool`, `false`},
		{`package a1; const _ = 0`, `0`, `untyped int`, `0`},
		{`package a2; const _ = 'A'`, `'A'`, `untyped rune`, `65`},
		{`package a3; const _ = 0.`, `0.`, `untyped float`, `0`},
		{`package a4; const _ = 0i`, `0i`, `untyped complex`, `(0 + 0i)`},
		{`package a5; const _ = "foo"`, `"foo"`, `untyped string`, `"foo"`},

		val  string // constant value
	}{
		{`package a0; const _ = false`, `false`, `untyped bool`, `false`},
		{`package a1; const _ = 0`, `0`, `untyped int`, `0`},
		{`package a2; const _ = 'A'`, `'A'`, `untyped rune`, `65`},
		{`package a3; const _ = 0.`, `0.`, `untyped float`, `0`},
		{`package a4; const _ = 0i`, `0i`, `untyped complex`, `(0 + 0i)`},
		{`package a5; const _ = "foo"`, `"foo"`, `untyped string`, `"foo"`},

func.func @resource_after_cluster(%arg0: tensor<*x!tf_type.resource<tensor<f32>>>, %arg1: tensor<*x!tf_type.resource<tensor<f32>>>) {
  // CHECK-NEXT: [[CONST:%.*]] = "tf.Const"
  %0 = "tf.Const"() {value = dense<1.000000e+00> : tensor<f32>} : () -> tensor<f32>

  // CHECK-NEXT: "tf.AssignSubVariableOp"([[UNUSED_RESOURCE]], [[CONST]])

  // CHECK:      "tf_device.cluster"
  // CHECK-NEXT:   "tf.ReadVariableOp"([[USED_RESOURCE]])
  // CHECK-NEXT:   "tf.NoOp"

func.func @decomposition_outside_cluster() {
  %0 = "tf.VarHandleOp"() {container = "c", shared_name = "v"} : () -> tensor<*x!tf_type.resource<tensor<2x8xi32>>>
  // CHECK:      %[[ONE:.*]] = "tf.Const"() <{value = dense<1> : tensor<i32>}>
  %1 = "tf.Const"() {value = dense<1> : tensor<i32>} : () -> tensor<i32>
  // CLUSTER-ONLY: "tf.AssignAddVariableOp"
  // ALWAYS-DECOMPOSE-NOT:  "tf.AssignAddVariableOp"

  // operations specified (0).
  void DefineT(int num_opers, const std::vector<TF_Operation*>& opers,
               const std::vector<TF_Output>& inputs,
               const std::vector<TF_Output>& outputs,
               const std::vector<string>& output_names,
               bool expect_failure = false) {
    ASSERT_EQ(func_, nullptr);
    const char** output_names_ptr = ToArray(output_names);

((AND|ANDW)const [c] ((AND|ANDW)const [d] x)) => ((AND|ANDW)const [c&d] x)

((OR|XOR) x (MOVDconst [c])) && isU32Bit(c) => ((OR|XOR)const [c] x)
((OR|XOR)W x (MOVDconst [c])) => ((OR|XOR)Wconst [int32(c)] x)

// Constant shifts.
(S(LD|RD|RAD) x (MOVDconst [c])) => (S(LD|RD|RAD)const x [uint8(c&63)])
(S(LW|RW|RAW) x (MOVDconst [c])) && c&32 == 0 => (S(LW|RW|RAW)const x [uint8(c&31)])

// TLS Elliptic Curve Point Formats
// https://www.iana.org/assignments/tls-parameters/tls-parameters.xml#tls-parameters-9
const (
	pointFormatUncompressed uint8 = 0
)

// TLS CertificateStatusType (RFC 3546)
const (
	statusTypeOCSP uint8 = 1
)

// Certificate types (for certificateRequestMsg)
const (
	certTypeRSASign   = 1
	certTypeECDSASign = 64 // ECDSA or EdDSA keys, see RFC 8422, Section 3.
)