Flags   int32
	Index   uint16
	Data    IfData
}

type ifData struct {
	Type       uint8
	Physical   uint8
	Addrlen    uint8
	Hdrlen     uint8
	Link_state uint8
	Vhid       uint8
	Datalen    uint16
	Mtu        uint32
	Metric     uint32
	Baudrate   uint64
	Ipackets   uint64
	Ierrors    uint64
	Opackets   uint64
	Oerrors    uint64
	Collisions uint64
	Ibytes     uint64

	Flags   int32
	Index   uint16
	Data    IfData
}

type ifData struct {
	Type       uint8
	Physical   uint8
	Addrlen    uint8
	Hdrlen     uint8
	Link_state uint8
	Vhid       uint8
	Datalen    uint16
	Mtu        uint32
	Metric     uint32
	Baudrate   uint64
	Ipackets   uint64
	Ierrors    uint64
	Opackets   uint64
	Oerrors    uint64
	Collisions uint64
	Ibytes     uint64

};

void ExpandStaticRangePtqPreset(const StaticRangePtqPreset& preset,
                                QuantizationConfig& config) {
  // Populate with preset's representative dataset configs if the user didn't
  // explicitly specify other representative dataset configs to the top-level
  // `CalibrationOptions`.
  if (config.calibration_options().representative_datasets().empty()) {
    auto preset_datasets = preset.representative_datasets();

	Flags   int32
	Index   uint16
	Data    IfData
}

type ifData struct {
	Type       uint8
	Physical   uint8
	Addrlen    uint8
	Hdrlen     uint8
	Link_state uint8
	Vhid       uint8
	Datalen    uint16
	Mtu        uint32
	Metric     uint32
	Baudrate   uint64
	Ipackets   uint64
	Ierrors    uint64
	Opackets   uint64
	Oerrors    uint64
	Collisions uint64
	Ibytes     uint64

	Flags   int32
	Index   uint16
	Data    IfData
}

type ifData struct {
	Type       uint8
	Physical   uint8
	Addrlen    uint8
	Hdrlen     uint8
	Link_state uint8
	Vhid       uint8
	Datalen    uint16
	Mtu        uint32
	Metric     uint32
	Baudrate   uint64
	Ipackets   uint64
	Ierrors    uint64
	Opackets   uint64
	Oerrors    uint64
	Collisions uint64
	Ibytes     uint64

  // an option in the TF Quantizer in StableHLO Quantizer v1.
  STABLEHLO = 4;
}

// The data format of each sample in the representative dataset.
message RepresentativeDataSample {
  map<string, TensorProto> tensor_proto_inputs = 2;
}

// Specifies the type and path to the representative dataset.
// NEXT ID: 2
message RepresentativeDatasetFile {
  // Only TfRecord file is supported at the moment but defining this field

// * StaticRangePtqPreset
//   - The preset's `representative_datasets` field will be transferred to
//   `QuantizationConfig.calibration_options.representative_datasets`, unless
//   the user explicitly provided representative dataset configs to
//   `calibration_options`. In that case, the explicit configs take precedence
//   and the preset's configs are ignored.
//   - For `QuantizationSpecs`, the expanded `QuantizationSpec`s will be

    config: Quantization configuration.

  Raises:
    ValueError: When `config` was not configured for static-range PTQ
    single representative dataset.
  """
  # Updates user-provided `QuantizationConfig`s for the internal quantization
  # pipeline to work with.
  print('=== User-provided QuantizationConfig ===')
  print(config)

}

type xmmreg struct {
	element [4]uint32
}

type fpstate struct {
	cw        uint32
	sw        uint32
	tag       uint32
	ipoff     uint32
	cssel     uint32
	dataoff   uint32
	datasel   uint32
	_st       [8]fpreg
	status    uint16
	magic     uint16
	_fxsr_env [6]uint32
	mxcsr     uint32
	reserved  uint32
	_fxsr_st  [8]fpxreg
	_xmm      [8]xmmreg
	padding1  [44]uint32

// pass the operands to.
bool IsSupportedTFLiteControlFlow(Operation* op) {
  return llvm::isa<TFL::WhileOp, TFL::IfOp, TFL::CallOnceOp>(op);
}

// Returns true if the 'op' is one of the supported TF control flow ops or
// dataset ops. Those ops just forward the operands to other subgraphs.
bool IsSupportedTFDataForwardingOp(Operation* op) {
  return llvm::isa<TF::MapDatasetOp, TF::ReduceDatasetOp, TF::CacheDatasetV2Op,