diff --git a/cmd/podman/pods/create.go b/cmd/podman/pods/create.go
index b3f84dcd85..58bb799a31 100644
--- a/cmd/podman/pods/create.go
+++ b/cmd/podman/pods/create.go
@@ -116,7 +116,7 @@ func create(cmd *cobra.Command, args []string) error {
 			return fmt.Errorf("cannot specify no-hosts without an infra container")
 		}
 		flags := cmd.Flags()
-		createOptions.Net, err = common.NetFlagsToNetOptions(nil, *flags, false)
+		createOptions.Net, err = common.NetFlagsToNetOptions(nil, *flags, createOptions.Infra)
 		if err != nil {
 			return err
 		}
@@ -139,7 +139,7 @@ func create(cmd *cobra.Command, args []string) error {
 		createOptions.CpusetCpus = infraOptions.CPUSetCPUs
 		createOptions.Pid = infraOptions.PID
 		flags := cmd.Flags()
-		infraOptions.Net, err = common.NetFlagsToNetOptions(nil, *flags, false)
+		infraOptions.Net, err = common.NetFlagsToNetOptions(nil, *flags, createOptions.Infra)
 		if err != nil {
 			return err
 		}
diff --git a/test/e2e/config/containers-netns.conf b/test/e2e/config/containers-netns.conf
new file mode 100644
index 0000000000..3f796f25de
--- /dev/null
+++ b/test/e2e/config/containers-netns.conf
@@ -0,0 +1,3 @@
+[containers]
+
+netns = "host"
diff --git a/test/e2e/pod_create_test.go b/test/e2e/pod_create_test.go
index 2ccca28d36..bfdf9fe3b0 100644
--- a/test/e2e/pod_create_test.go
+++ b/test/e2e/pod_create_test.go
@@ -806,4 +806,22 @@ ENTRYPOINT ["sleep","99999"]
 		Expect(ok).To(BeTrue())
 	})
 
+	It("podman pod create read network mode from config", func() {
+		confPath, err := filepath.Abs("config/containers-netns.conf")
+		Expect(err).ToNot(HaveOccurred())
+		os.Setenv("CONTAINERS_CONF", confPath)
+		defer os.Unsetenv("CONTAINERS_CONF")
+		if IsRemote() {
+			podmanTest.RestartRemoteService()
+		}
+
+		pod := podmanTest.Podman([]string{"pod", "create", "--name", "test", "--infra-name", "test-infra"})
+		pod.WaitWithDefaultTimeout()
+		Expect(pod).Should(Exit(0))
+
+		inspect := podmanTest.Podman([]string{"inspect", "--format", "{{.HostConfig.NetworkMode}}", "test-infra"})
+		inspect.WaitWithDefaultTimeout()
+		Expect(inspect).Should(Exit(0))
+		Expect(inspect.OutputToString()).Should(Equal("host"))
+	})
 })