Uint32:        {Uint32, IsInteger | IsUnsigned, "uint32"},
	Uint64:        {Uint64, IsInteger | IsUnsigned, "uint64"},
	Uintptr:       {Uintptr, IsInteger | IsUnsigned, "uintptr"},
	Float32:       {Float32, IsFloat, "float32"},
	Float64:       {Float64, IsFloat, "float64"},
	Complex64:     {Complex64, IsComplex, "complex64"},
	Complex128:    {Complex128, IsComplex, "complex128"},
	String:        {String, IsString, "string"},

// return %3, %8
// Also note that %1 may be folded if %lhs_value is of integer types.
LogicalResult MatchReduceToArgMinMaxType1(mhlo::ReduceOp reduce_op,
                                          bool is_float, bool is_argmax) {
  Block& body = reduce_op.getBody().front();
  if (body.getNumArguments() != 4) return failure();

  mhlo::ReturnOp return_op = dyn_cast<mhlo::ReturnOp>(body.back());

	case sys.ARM, sys.MIPS:
		if src.IsFloat() {
			switch dst.Kind() {
			case types.TINT64, types.TUINT64:
				return types.TFLOAT64, dst.Kind()
			}
		}
		if dst.IsFloat() {
			switch src.Kind() {
			case types.TINT64, types.TUINT64:
				return src.Kind(), dst.Kind()
			}
		}

	case sys.I386:
		if src.IsFloat() {
			switch dst.Kind() {
			case types.TINT64, types.TUINT64:

    public val KaType.isByte: Boolean get() = withValidityAssertion { isClassTypeWithClassId(DefaultTypeClassIds.BYTE) }
    public val KaType.isFloat: Boolean get() = withValidityAssertion { isClassTypeWithClassId(DefaultTypeClassIds.FLOAT) }
    public val KaType.isDouble: Boolean get() = withValidityAssertion { isClassTypeWithClassId(DefaultTypeClassIds.DOUBLE) }

			okforeq[et] = true
			types.IsOrdered[et] = true
			okforarith[et] = true
			okforadd[et] = true
			okforand[et] = true
			ir.OKForConst[et] = true
			types.IsSimple[et] = true
		}

		if types.IsFloat[et] {
			okforeq[et] = true
			types.IsOrdered[et] = true
			okforadd[et] = true
			okforarith[et] = true
			ir.OKForConst[et] = true
			types.IsSimple[et] = true
		}

		if types.IsComplex[et] {

}  // namespace

GraphDef DeviceCompilerSerializeTest::GetTestGraph(
    const PartialTensorShape& input_shape) {
  FunctionDef make_test_fn = FunctionDefHelper::Define(
      "TestFn", {"a:float", "b:float", "c:float"}, {"m:float"}, {},
      {{{"d"}, "Add", {"a", "b"}, {{"T", DT_FLOAT}}},
       {{"e"}, "Mul", {"d", "c"}, {{"T", DT_FLOAT}}},
       {{"f"}, "Add", {"e", "a"}, {{"T", DT_FLOAT}}},
       {{"g"}, "Mul", {"f", "b"}, {{"T", DT_FLOAT}}},

		} else if n.IsUint {
			t.Errorf("did not expect unsigned integer for %q", test.text)
		}
		if test.isFloat {
			if !n.IsFloat {
				t.Errorf("expected float for %q", test.text)
			}
			if n.Float64 != test.float64 {
				t.Errorf("float64 for %q should be %g Is %g", test.text, test.float64, n.Float64)
			}
		} else if n.IsFloat {
			t.Errorf("did not expect float for %q", test.text)
		}
		if test.isComplex {

func isUnsigned(t Type) bool       { return isBasic(t, IsUnsigned) }
func isFloat(t Type) bool          { return isBasic(t, IsFloat) }
func isComplex(t Type) bool        { return isBasic(t, IsComplex) }
func isNumeric(t Type) bool        { return isBasic(t, IsNumeric) }
func isString(t Type) bool         { return isBasic(t, IsString) }
func isIntegerOrFloat(t Type) bool { return isBasic(t, IsInteger|IsFloat) }

func isUnsigned(t Type) bool       { return isBasic(t, IsUnsigned) }
func isFloat(t Type) bool          { return isBasic(t, IsFloat) }
func isComplex(t Type) bool        { return isBasic(t, IsComplex) }
func isNumeric(t Type) bool        { return isBasic(t, IsNumeric) }
func isString(t Type) bool         { return isBasic(t, IsString) }
func isIntegerOrFloat(t Type) bool { return isBasic(t, IsInteger|IsFloat) }

	if f.plus {
		f.pad(strconv.AppendQuoteRuneToASCII(buf, r))
	} else {
		f.pad(strconv.AppendQuoteRune(buf, r))
	}
}

// fmtFloat formats a float64. It assumes that verb is a valid format specifier
// for strconv.AppendFloat and therefore fits into a byte.
func (f *fmt) fmtFloat(v float64, size int, verb rune, prec int) {
	// Explicit precision in format specifier overrules default precision.
	if f.precPresent {