%cell_input = "tfl.pseudo_qconst"() {qtype = tensor<1x20x!quant.uniform<i16:f32, 0.006:-34>>, value = dense<1> : tensor<1x20xi6>} : () -> tensor<1x20x!quant.uniform<i16:f32, 0.006:-34>>
    %0 = "tfl.unidirectional_sequence_lstm"(%input,
      %cst_11, %cst_11, %cst_11, %cst_11,
      %cst_3, %cst_3, %cst_3, %cst_3,
      %cst_2, %cst_2, %cst_2,

	printObjectAPIMsg()
}

// Returns true if input is IPv6
func isIPv6(host string) bool {
	h, _, err := net.SplitHostPort(host)
	if err != nil {
		h = host
	}
	ip := net.ParseIP(h)
	return ip.To16() != nil && ip.To4() == nil
}

// strip api endpoints list with standard ports such as
// port "80" and "443" before displaying on the startup
// banner.  Returns a new list of API endpoints.

bool IsI32F32UniformQuantizedPerAxisType(Type type);

// Determines whether the storage type of a quantized type is supported by
// `tfl.quantize` or `tfl.dequantize` ops. ui8, i8 and i16 are supported.
bool IsSupportedByTfliteQuantizeOrDequantizeOps(IntegerType storage_type);

// Returns true if a type is quantized tensor type.
bool IsQuantizedTensorType(Type type);

					have = append(have, addr.String())
				}
				if addr.IP.To16() != nil && addr.IP.To4() == nil {
					// netsh does not output netmask for ipv6, so ignore ipv6 mask
					have = append(have, addr.IP.String())
				}
			case *IPAddr:
				if addr.IP.To4() != nil {
					have = append(have, addr.String())
				}
				if addr.IP.To16() != nil && addr.IP.To4() == nil {

	// IPv6 wildcard address.
	if len(ip) == 0 || ip.Equal(IPv4zero) {
		ip = IPv6zero
	}
	// We accept any IPv6 address including IPv4-mapped
	// IPv6 address.
	ip6 := ip.To16()
	if ip6 == nil {
		return syscall.SockaddrInet6{}, &AddrError{Err: "non-IPv6 address", Addr: ip.String()}
	}
	sa := syscall.SockaddrInet6{Port: port, ZoneId: uint32(zoneCache.index(zone))}
	copy(sa.Addr[:], ip6)

  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) ||
      elemType.isInteger(64))
    return true;

include "mlir/Dialect/Tensor/IR/TensorOps.td"
include "stablehlo/dialect/ChloOps.td"
include "tensorflow/compiler/mlir/tensorflow/ir/tf_ops.td"
include "mhlo/IR/hlo_ops.td"

def SignedIntTensor : TensorOf<[I1, I8, I16, I32, I64]>;
def UnsignedIntTensor : TensorOf<[UI8, UI16, UI32, UI64]>;

// IEEE compliant floating point tensors.
def IEEEFloatTensor : TensorOf<[F16, F32, F64]>;

}

func cgoSockaddr(ip IP, zone string) (*_C_struct_sockaddr, _C_socklen_t) {
	if ip4 := ip.To4(); ip4 != nil {
		return cgoSockaddrInet4(ip4), _C_socklen_t(syscall.SizeofSockaddrInet4)
	}
	if ip6 := ip.To16(); ip6 != nil {
		return cgoSockaddrInet6(ip6, zoneCache.index(zone)), _C_socklen_t(syscall.SizeofSockaddrInet6)
	}
	return nil, 0
}

	// address, _ := netip.AddrFromSlice(net.ParseIPSloppy(192.168.0.1)) returns
	// an address like ::ffff:192.168.0.1/32
	bytes := ip.To4()
	if bytes == nil {
		bytes = ip.To16()
	}
	// AddrFromSlice returns Addr{}, false if the input is invalid.
	address, _ := netip.AddrFromSlice(bytes)
	return address
}

// Convert netutils.IPFamily to v1.IPFamily
// TODO: consolidate helpers

    %12 = "mhlo.compare"(%arg1, %arg3) {comparison_direction = #mhlo<comparison_direction LT>} : (tensor<i16>, tensor<i16>) -> tensor<i1>
    %13 = "mhlo.select"(%12, %arg1, %arg3) : (tensor<i1>, tensor<i16>, tensor<i16>) -> tensor<i16>
    %14 = "mhlo.compare"(%arg1, %arg3) {comparison_direction = #mhlo<comparison_direction EQ>} : (tensor<i16>, tensor<i16>) -> tensor<i1>