return absl::OkStatus();
}

absl::Status ValidateSPAllocatorStats(const SP_AllocatorStats& stats) {
  TF_VALIDATE_STRUCT_SIZE(SP_AllocatorStats, stats,
                          SP_ALLOCATORSTATS_STRUCT_SIZE);
  // All other fields could theoretically be zero/null.
  return absl::OkStatus();
}

absl::Status ValidateSPDeviceMemoryBase(const SP_DeviceMemoryBase& mem) {
  TF_VALIDATE_STRUCT_SIZE(SP_DeviceMemoryBase, mem,

module attributes {tf.versions = {bad_consumers = [], min_consumer = 0 : i32, producer = 268 : i32}} {
    // CHECK-LABEL: func.func @main
    // CHECK-DAG: %[[CST_0:.*]] = "tf.Const"() <{value = dense<1.000000e+00> : tensor<f32>}> : () -> tensor<f32>
    // CHECK-DAG: %[[CST_1:.*]] = "tf.Const"() <{value = dense<3> : tensor<i32>}> : () -> tensor<i32>

}

type EpollEvent struct {
	Events uint32
	_      int32
	Fd     int32
	Pad    int32
}

const (
	OPEN_TREE_CLOEXEC = 0x80000
)

const (
	POLLRDHUP = 0x2000
)

type Sigset_t struct {
	Val [16]uint64
}

const _C__NSIG = 0x41

const (
	SIG_BLOCK   = 0x0
	SIG_UNBLOCK = 0x1
	SIG_SETMASK = 0x2
)

type Siginfo struct {
	Signo int32

}

type EpollEvent struct {
	Events uint32
	PadFd  int32
	Fd     int32
	Pad    int32
}

const (
	OPEN_TREE_CLOEXEC = 0x80000
)

const (
	POLLRDHUP = 0x2000
)

type Sigset_t struct {
	Val [32]uint32
}

const _C__NSIG = 0x80

const (
	SIG_BLOCK   = 0x1
	SIG_UNBLOCK = 0x2
	SIG_SETMASK = 0x3
)

type Siginfo struct {
	Signo int32

    std::string has_side_effect_key = "has_side_effect";
    bool has_side_effect_set = false;
    const flexbuffers::Map& computation_map =
        flexbuffers::GetRoot(op->custom_attributes).AsMap();
    const auto& keys = computation_map.Keys();
    for (size_t i = 0; i < keys.size(); ++i) {
      const auto key = keys[i].AsKey();
      const auto& value = computation_map[key];
      if (has_side_effect_key == key) has_side_effect_set = true;

        *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 =

    %0 = tf_executor.graph {
      %outputs, %control = tf_executor.island wraps "tf.Const"() {device = "", value = dense<1> : tensor<i32>} : () -> tensor<i32>
      %outputs_0, %control_1 = tf_executor.island wraps "tf.Const"() {device = "", value = dense<20> : tensor<i32>} : () -> tensor<i32>
      %outputs_2, %control_3 = tf_executor.island wraps "tf.Const"() {device = "", value = dense<0> : tensor<i32>} : () -> tensor<i32>

}

type EpollEvent struct {
	Events uint32
	_      int32
	Fd     int32
	Pad    int32
}

const (
	OPEN_TREE_CLOEXEC = 0x80000
)

const (
	POLLRDHUP = 0x2000
)

type Sigset_t struct {
	Val [16]uint64
}

const _C__NSIG = 0x80

const (
	SIG_BLOCK   = 0x1
	SIG_UNBLOCK = 0x2
	SIG_SETMASK = 0x3
)

type Siginfo struct {
	Signo int32

}

type EpollEvent struct {
	Events uint32
	PadFd  int32
	Fd     int32
	Pad    int32
}

const (
	OPEN_TREE_CLOEXEC = 0x80000
)

const (
	POLLRDHUP = 0x2000
)

type Sigset_t struct {
	Val [32]uint32
}

const _C__NSIG = 0x80

const (
	SIG_BLOCK   = 0x1
	SIG_UNBLOCK = 0x2
	SIG_SETMASK = 0x3
)

type Siginfo struct {
	Signo int32

}

type EpollEvent struct {
	Events uint32
	_      int32
	Fd     int32
	Pad    int32
}

const (
	OPEN_TREE_CLOEXEC = 0x80000
)

const (
	POLLRDHUP = 0x2000
)

type Sigset_t struct {
	Val [16]uint64
}

const _C__NSIG = 0x41

const (
	SIG_BLOCK   = 0x0
	SIG_UNBLOCK = 0x1
	SIG_SETMASK = 0x2
)

type Siginfo struct {
	Signo int32