}

bool IsCompatibleTypeWithTFLCastOp(Type type) {
  auto elemType = getElementTypeOrSelf(type);
  // F16, F32, F64, BF16 types are allowed.
  if (elemType.isBF16() || elemType.isF16() || elemType.isF32() ||
      elemType.isF64())
    return true;

  // I1, I4, I8, I16, I32, I64 types are allowed.
  if (elemType.isInteger(1) || elemType.isInteger(4) || elemType.isInteger(8) ||
      elemType.isInteger(16) || elemType.isInteger(32) ||

            rand_val = mlir::IntegerAttr::get(element_type, std::rand());
          } else if (element_type.isF16() || element_type.isF32() ||
                     element_type.isF64()) {
            rand_val = mlir::FloatAttr::get(element_type,
                                            std::rand() * 1.0 / RAND_MAX);

          } else {
            inst.emitWarning()

  return std::vector<float>();
}

template <>
inline std::vector<double> GetVector(DenseElementsAttr elements) {
  auto type = elements.getType();
  auto elemType = type.getElementType();
  if (elemType.isF64()) {
    auto vec = llvm::to_vector(llvm::map_range(
        elements.getValues<APFloat>(),
        [&](APFloat value) -> double { return value.convertToFloat(); }));
    return std::vector<double>(vec.begin(), vec.end());

             << ")";
      });
      return false;
    }

    // Verify the data type is supported.
    Type element_ty = getElementTypeOrSelf(conv.getType());
    if (!element_ty.isF32() && !element_ty.isF64()) {
      (void)rewriter.notifyMatchFailure(conv, [&](Diagnostic &diag) {
        diag << "supported data types for _FusedConv2D are float and double, "
             << " but got " << element_ty;
      });

		e = binary.LittleEndian
	} else {
		return errorf("bad magic - not mach-o file")
	}

	is64 := e.Uint32(hdr[:]) == 0xFEEDFACF
	ncmd := e.Uint32(hdr[4*4:])
	cmdsz := e.Uint32(hdr[5*4:])
	if ncmd > 0x10000 || cmdsz >= 0x01000000 {
		return errorf("implausible mach-o header ncmd=%d cmdsz=%d", ncmd, cmdsz)
	}

	if is64 {
		f.MustSeek(4, 1) // skip reserved word in header
	}

	m := &ldMachoObj{

	resolveRnglistx := func(rnglistsBase, off uint64) uint64 {
		is64, _ := b.format.dwarf64()
		if is64 {
			off *= 8
		} else {
			off *= 4
		}
		off += rnglistsBase
		if uint64(int(off)) != off {
			b.error("DW_FORM_rnglistx offset out of range")
		}

		b1 := makeBuf(b.dwarf, b.format, "rnglists", 0, b.dwarf.rngLists)
		b1.skip(int(off))
		if is64 {
			off = b1.uint64()
		} else {

	}

	// read header
	elfobj := new(ElfObj)

	elfobj.e = e
	elfobj.f = f
	elfobj.base = base
	elfobj.length = length
	elfobj.name = pn

	is64 := 0
	class := elf.Class(hdrbuf[elf.EI_CLASS])
	if class == elf.ELFCLASS64 {
		is64 = 1
		hdr := new(elf.Header64)
		binary.Read(bytes.NewReader(hdrbuf[:]), e, hdr)
		elfobj.type_ = uint32(hdr.Type)
		elfobj.machine = uint32(hdr.Machine)

	// describe a broader range of dates.

	is64 := false
	if version > 1 {
		// Skip the 32-bit data.
		skip := n[NTime]*4 +
			n[NTime] +
			n[NZone]*6 +
			n[NChar] +
			n[NLeap]*8 +
			n[NStdWall] +
			n[NUTCLocal]
		// Skip the version 2 header that we just read.
		skip += 4 + 16
		d.read(skip)

		is64 = true

		// Read the counts again, they can differ.