type interfaceType = abi.InterfaceType

// ptrType represents a pointer type.
type ptrType = abi.PtrType

// sliceType represents a slice type.
type sliceType = abi.SliceType

// structType represents a struct type.
type structType = abi.StructType

// name is an encoded type name with optional extra data.
//
// The first byte is a bit field containing:
//
//	1<<0 the name is exported

type UcharType struct {
	BasicType
}

// An IntType represents a signed integer type.
type IntType struct {
	BasicType
}

// A UintType represents an unsigned integer type.
type UintType struct {
	BasicType
}

// A FloatType represents a floating point type.
type FloatType struct {
	BasicType
}

// A ComplexType represents a complex floating point type.
type ComplexType struct {

	typ := field.Type
	for typ.Kind() == reflect.Pointer {
		typ = typ.Elem()
	}
	if typ.Kind() == reflect.Chan || typ.Kind() == reflect.Func {
		return false
	}

	return true
}

// getBaseType returns the Gob type describing the given reflect.Type's base type.
// typeLock must be held.
func getBaseType(name string, rt reflect.Type) (gobType, error) {
	ut := userType(rt)

	return unsafe.Pointer(res)
}

type uncommontype = abi.UncommonType

type interfacetype = abi.InterfaceType

type maptype = abi.MapType

type arraytype = abi.ArrayType

type chantype = abi.ChanType

type slicetype = abi.SliceType

type functype = abi.FuncType

type ptrtype = abi.PtrType

type name = abi.Name

type structtype = abi.StructType

}

// Imethod represents a method on an interface type
type Imethod struct {
	Name NameOff // name of method
	Typ  TypeOff // .(*FuncType) underneath
}

// ArrayType represents a fixed array type.
type ArrayType struct {
	Type
	Elem  *Type // array element type
	Slice *Type // slice type
	Len   uintptr
}

// Len returns the length of t if t is an array type, otherwise 0
func (t *Type) Len() int {

// RUN: odml-to-stablehlo-opt --compose-uniform-quantized-type \
// RUN:     --split-input-file --verify-diagnostics %s | FileCheck %s

module {
// CHECK-LABEL: quantized_conv_op
// CHECK-SAME: %[[ARG:.*]]: tensor<1x3x3x4xf32>
  func.func @quantized_conv_op(%arg0: tensor<1x3x3x4xf32>) -> tensor<1x3x3x4xf32> {
    %1 = stablehlo.constant dense<1.000000e+03> : tensor<1x1x1x1xf32>  // Input inverse scale.

}

func (pr *pkgReader) typIdx(info typeInfo, dict *readerDict) types.Type {
	idx := info.idx
	var where *types.Type
	if info.derived {
		where = &dict.derivedTypes[idx]
		idx = dict.derived[idx].idx
	} else {
		where = &pr.typs[idx]
	}

	if typ := *where; typ != nil {
		return typ
	}

	var typ types.Type
	{
		r := pr.tempReader(pkgbits.RelocType, idx, pkgbits.SyncTypeIdx)

		target = v.ptr
	}
	x = x.assignTo("reflectlite.Set", v.typ(), target)
	if x.flag&flagIndir != 0 {
		typedmemmove(v.typ(), v.ptr, x.ptr)
	} else {
		*(*unsafe.Pointer)(v.ptr) = x.ptr
	}
}

// Type returns v's type.
func (v Value) Type() Type {
	f := v.flag
	if f == 0 {
		panic(&ValueError{"reflectlite.Value.Type", abi.Invalid})
	}
	// Method values not supported.

	typs[31] = newSig(params(typs[5]), nil)
	typs[32] = types.NewArray(typs[0], 32)
	typs[33] = types.NewPtr(typs[32])
	typs[34] = newSig(params(typs[33], typs[28], typs[28]), params(typs[28]))
	typs[35] = newSig(params(typs[33], typs[28], typs[28], typs[28]), params(typs[28]))
	typs[36] = newSig(params(typs[33], typs[28], typs[28], typs[28], typs[28]), params(typs[28]))

		if names, ok := matches[obj.Type()]; ok {
			matches[obj.Type()] = append(names, ident.Name)
		} else {
			// If the object type does not exactly match
			// any of the target types, greedily find the first
			// target type that the object type can satisfy.
			for typ := range matches {
				if equivalentTypes(obj.Type(), typ) {
					matches[typ] = append(matches[typ], ident.Name)
				}
			}
		}