diff --git a/cli/compose/convert/compose.go b/cli/compose/convert/compose.go
index 1634e310e1..d2122f8b26 100644
--- a/cli/compose/convert/compose.go
+++ b/cli/compose/convert/compose.go
@@ -42,6 +42,11 @@ func NewNamespace(name string) Namespace {
 
 // AddStackLabel returns labels with the namespace label added
 func AddStackLabel(namespace Namespace, labels map[string]string) map[string]string {
+	return addStackLabel(namespace, labels)
+}
+
+// addStackLabel returns labels with the namespace label added
+func addStackLabel(namespace Namespace, labels map[string]string) map[string]string {
 	if labels == nil {
 		labels = make(map[string]string)
 	}
@@ -67,7 +72,7 @@ func Networks(namespace Namespace, networks networkMap, servicesNetworks map[str
 		}
 
 		createOpts := client.NetworkCreateOptions{
-			Labels:     AddStackLabel(namespace, nw.Labels),
+			Labels:     addStackLabel(namespace, nw.Labels),
 			Driver:     nw.Driver,
 			Options:    nw.DriverOpts,
 			Internal:   nw.Internal,
@@ -75,22 +80,19 @@ func Networks(namespace Namespace, networks networkMap, servicesNetworks map[str
 		}
 
 		if nw.Ipam.Driver != "" || len(nw.Ipam.Config) > 0 {
-			createOpts.IPAM = &network.IPAM{}
-		}
-
-		if nw.Ipam.Driver != "" {
-			createOpts.IPAM.Driver = nw.Ipam.Driver
-		}
-		for _, ipamConfig := range nw.Ipam.Config {
-			config := network.IPAMConfig{
-				Subnet: ipamConfig.Subnet,
+			createOpts.IPAM = &network.IPAM{
+				Driver: nw.Ipam.Driver,
+			}
+			for _, ipamConfig := range nw.Ipam.Config {
+				createOpts.IPAM.Config = append(createOpts.IPAM.Config, network.IPAMConfig{
+					Subnet: ipamConfig.Subnet,
+				})
 			}
-			createOpts.IPAM.Config = append(createOpts.IPAM.Config, config)
 		}
 
-		networkName := namespace.Scope(internalName)
-		if nw.Name != "" {
-			networkName = nw.Name
+		networkName := nw.Name
+		if nw.Name == "" {
+			networkName = namespace.Scope(internalName)
 		}
 		result[networkName] = createOpts
 	}
@@ -171,7 +173,7 @@ func driverObjectConfig(namespace Namespace, name string, obj composetypes.FileO
 	return swarmFileObject{
 		Annotations: swarm.Annotations{
 			Name:   name,
-			Labels: AddStackLabel(namespace, obj.Labels),
+			Labels: addStackLabel(namespace, obj.Labels),
 		},
 		Data: []byte{},
 	}
@@ -192,7 +194,7 @@ func fileObjectConfig(namespace Namespace, name string, obj composetypes.FileObj
 	return swarmFileObject{
 		Annotations: swarm.Annotations{
 			Name:   name,
-			Labels: AddStackLabel(namespace, obj.Labels),
+			Labels: addStackLabel(namespace, obj.Labels),
 		},
 		Data: data,
 	}, nil
diff --git a/cli/compose/convert/compose_test.go b/cli/compose/convert/compose_test.go
index 36363d8471..f3d697b672 100644
--- a/cli/compose/convert/compose_test.go
+++ b/cli/compose/convert/compose_test.go
@@ -30,7 +30,7 @@ func TestAddStackLabel(t *testing.T) {
 	labels := map[string]string{
 		"something": "labeled",
 	}
-	actual := AddStackLabel(Namespace{name: "foo"}, labels)
+	actual := addStackLabel(Namespace{name: "foo"}, labels)
 	expected := map[string]string{
 		"something":    "labeled",
 		LabelNamespace: "foo",
diff --git a/cli/compose/convert/service.go b/cli/compose/convert/service.go
index 2b86991da8..292c52d728 100644
--- a/cli/compose/convert/service.go
+++ b/cli/compose/convert/service.go
@@ -119,7 +119,7 @@ func Service(
 	serviceSpec := swarm.ServiceSpec{
 		Annotations: swarm.Annotations{
 			Name:   name,
-			Labels: AddStackLabel(namespace, service.Deploy.Labels),
+			Labels: addStackLabel(namespace, service.Deploy.Labels),
 		},
 		TaskTemplate: swarm.TaskSpec{
 			ContainerSpec: &swarm.ContainerSpec{
@@ -131,7 +131,7 @@ func Service(
 				DNSConfig:       dnsConfig,
 				Healthcheck:     healthcheck,
 				Env:             convertEnvironment(service.Environment),
-				Labels:          AddStackLabel(namespace, service.Labels),
+				Labels:          addStackLabel(namespace, service.Labels),
 				Dir:             service.WorkingDir,
 				User:            service.User,
 				Mounts:          mounts,
diff --git a/cli/compose/convert/volume.go b/cli/compose/convert/volume.go
index 6155dffe8c..8eaa934cc0 100644
--- a/cli/compose/convert/volume.go
+++ b/cli/compose/convert/volume.go
@@ -80,7 +80,7 @@ func handleVolumeToMount(
 		return result, nil
 	}
 
-	result.VolumeOptions.Labels = AddStackLabel(namespace, stackVolume.Labels)
+	result.VolumeOptions.Labels = addStackLabel(namespace, stackVolume.Labels)
 	if stackVolume.Driver != "" || stackVolume.DriverOpts != nil {
 		result.VolumeOptions.DriverConfig = &mount.Driver{
 			Name:    stackVolume.Driver,