pm.enableVerifier(false);

  QuantizationSpecs quant_specs;
  quant_specs.inference_type = tensorflow::DT_QINT8;
  quant_specs.disable_per_channel = !enable_per_channel_quantization_;

  pm.addPass(CreatePreprocessOpPass(target_opset_, quantization_method_,
                                    enable_per_channel_quantization_));

  // Apply activation-weight quantization.
  if (quantization_method_ ==

  }
  AddRegionsForTflWhileOp(module);
  AddRegionsForStableHLOOp(module);
  if (!disable_vhlo_to_stablehlo) {
    mlir::PassManager pass_manager(module.getContext());
    pass_manager.addPass(mlir::odml::createLegalizeVhloToStablehloPass());
    auto result = pass_manager.run(module);
    if (failed(result)) {
      return nullptr;
    }
  }
  return OwningOpRef<mlir::ModuleOp>(module);

			nodeAddresses: []v1.NodeAddress{
				{Type: v1.NodeInternalIP, Address: "10.1.1.1"},
				{Type: v1.NodeExternalIP, Address: "55.55.55.55"},
				{Type: v1.NodeHostName, Address: testKubeletHostname},
			},
			expectedAddresses: []v1.NodeAddress{
				{Type: v1.NodeExternalIP, Address: "55.55.55.55"},
				{Type: v1.NodeInternalIP, Address: "10.1.1.1"},
				{Type: v1.NodeHostName, Address: testKubeletHostname},
			},
			shouldError: false,

				Value:     buildPatchStruct(`{"name":"filter-after-replace"}`),
			},
		},
	}

	sidecarOutboundIn := []*listener.Listener{
		{
			Name: "12345",
			Address: &core.Address{
				Address: &core.Address_SocketAddress{
					SocketAddress: &core.SocketAddress{
						PortSpecifier: &core.SocketAddress_PortValue{
							PortValue: 12345,
						},
					},
				},
			},

		makeIstioObject(t, store, workloadEntry)

		instances := []EndpointResponse{
			{Address: pod.Status.PodIP, Port: 80},
			{Address: pod.Status.PodIP, Port: 80},
			{Address: workloadEntry.Spec.(*networking.WorkloadEntry).Address, Port: 80},
			{Address: workloadEntry.Spec.(*networking.WorkloadEntry).Address, Port: 80},
		}

		expectServiceEndpoints(t, fx, expectedSvc, 80, instances)
	})

	// We should now see the waypoint service IP
	assert.Equal(t,
		s.lookup(s.addrXdsName("127.0.0.3"))[0].Address.GetWorkload().Waypoint.GetAddress().Address,
		netip.MustParseAddr("10.0.0.2").AsSlice())

	assert.Equal(t,
		s.lookup(s.addrXdsName("127.0.0.4"))[0].Address.GetWorkload().Waypoint.GetAddress().Address,
		netip.MustParseAddr("10.0.0.3").AsSlice())

			t.Errorf("multiple allocations of same IP address to different services with different hostname: %s", svc.AutoAllocatedIPv4Address)
		}
		gotIPMap[svc.AutoAllocatedIPv4Address] = svc.Hostname.String()
		// Validate that IP address is valid.
		ip := net.ParseIP(svc.AutoAllocatedIPv4Address)
		if ip == nil {
			t.Errorf("invalid IP address %s : %s", svc.AutoAllocatedIPv4Address, svc.Hostname.String())
		}

		{Address: "1.2.3.4", Port: 81, Protocol: simulation.TCP, HostHeader: "headless.default.svc.cluster.local"},

		{Address: "1.2.3.4", Port: 82, Protocol: simulation.TCP, HostHeader: "headless.default.svc.cluster.local"},

		// Use short host name
		{Address: "1.2.3.4", Port: 83, Protocol: simulation.TCP, TLS: simulation.TLS, HostHeader: "headless.default"},

	return file_workloadapi_workload_proto_rawDescGZIP(), []int{7, 0}
}

// Address represents a unique address.
//
// Address joins two sub-resources, Workload and Service, to support querying by IP address.
// Address is intended to be able to be looked up on-demand, allowing a client
// to answer a question like "what is this IP address", similar to a reverse DNS lookup.
//

	// of the address space is available, and the OS can now
	// provide addresses outside of those 33 bits. Pick 40 bits
	// as a reasonable balance between address space usage by the
	// page allocator, and flexibility for what mmap'd regions
	// we'll accept for the heap. We can't just move to the full
	// 48 bits because this uses too much address space for older
	// iOS versions.
	// TODO(mknyszek): Once iOS <14 is deprecated, promote ios/arm64