}

	nx := byte(d.nx)
	t := nx - 56                 // if nx < 56 then the MSB of t is one
	mask1b := byte(int8(t) >> 7) // mask1b is 0xFF iff one block is enough

	separator := byte(0x80) // gets reset to 0x00 once used
	for i := byte(0); i < chunk; i++ {
		mask := byte(int8(i-nx) >> 7) // 0x00 after the end of data

		// if we reached the end of the data, replace with 0x80 or 0x00

	tv.tv_usec = x
}

type itimerval struct {
	it_interval timeval
	it_value    timeval
}

type mcontextt struct {
	__gregs     [26]uint64
	_mc_tlsbase uint64
	__fpregs    [512]int8
}

type ucontextt struct {
	uc_flags    uint32
	pad_cgo_0   [4]byte
	uc_link     *ucontextt
	uc_sigmask  sigset
	uc_stack    stackt
	uc_mcontext mcontextt
}

type keventt struct {

	// go.dev/issue/37393
	{"make", `                _ = make([]int       , 0   )`, `func([]int, int) []int`},
	{"make", `var l    byte ; _ = make([]int8      , l   )`, `func([]int8, byte) []int8`},
	{"make", `                _ = make([]int16     , 0, 0)`, `func([]int16, int, int) []int16`},
	{"make", `var l    int16; _ = make([]string    , l, 0)`, `func([]string, int16, int) []string`},

      return DT_QUINT8;
    case toco::IODataType::QUANTIZED_INT8:
      return DT_QINT8;
    case toco::IODataType::QUANTIZED_INT16:
      return DT_QINT16;
    case toco::IODataType::INT8:
      return DT_INT8;
    case toco::IODataType::INT16:
      return DT_INT16;
    case toco::IODataType::UINT16:
      return DT_UINT16;
    case toco::IODataType::INT32:
      return DT_INT32;

// An operator such as == or < will always report false when
// comparing a NaN value with any other value, NaN or not.
// See the [Compare] function for a consistent way to compare NaN values.
type Ordered interface {
	~int | ~int8 | ~int16 | ~int32 | ~int64 |
		~uint | ~uint8 | ~uint16 | ~uint32 | ~uint64 | ~uintptr |
		~float32 | ~float64 |
		~string
}

// Less reports whether x is less than y.

#include "tensorflow/compiler/mlir/quantization/tensorflow/python/py_function_lib.h"
#include "tensorflow/core/protobuf/meta_graph.pb.h"

namespace mlir::quant::stablehlo {

// Performs int8 weight-only quantization on dot_general ops.
//
// The resulting `ModuleOp` contains quantized StableHLO ops serialized in
// `TF::XlaCallModuleOp`s. They are quantized using the weight constants, not
// relying on calibration.

	// It is saved so next Read call can start where the previous
	// one finished.
	readVal int64
	// readPos indicates the number of low-order bytes of readVal
	// that are still valid.
	readPos int8
}

// New returns a new [Rand] that uses random values from src
// to generate other random values.
func New(src Source) *Rand {
	s64, _ := src.(Source64)
	return &Rand{src: src, s64: s64}
}

		err:      &UnmarshalTypeError{Value: "number 256", Type: reflect.TypeFor[uint8](), Offset: 2},
	},
	{
		CaseName: Name(""),
		in:       `{"128":"abc"}`,
		ptr:      new(map[int8]string),
		err:      &UnmarshalTypeError{Value: "number 128", Type: reflect.TypeFor[int8](), Offset: 2},
	},
	{
		CaseName: Name(""),
		in:       `{"-1":"abc"}`,
		ptr:      new(map[uint8]string),

	// go.dev/issue/37393
	{"make", `                _ = make([]int       , 0   )`, `func([]int, int) []int`},
	{"make", `var l    byte ; _ = make([]int8      , l   )`, `func([]int8, byte) []int8`},
	{"make", `                _ = make([]int16     , 0, 0)`, `func([]int16, int, int) []int16`},
	{"make", `var l    int16; _ = make([]string    , l, 0)`, `func([]string, int16, int) []string`},

			return nil
		}
	}

	var sv reflect.Value

	switch d := dest.(type) {
	case *string:
		sv = reflect.ValueOf(src)
		switch sv.Kind() {
		case reflect.Bool,
			reflect.Int, reflect.Int8, reflect.Int16, reflect.Int32, reflect.Int64,
			reflect.Uint, reflect.Uint8, reflect.Uint16, reflect.Uint32, reflect.Uint64,
			reflect.Float32, reflect.Float64:
			*d = asString(src)
			return nil
		}