diff --git a/Dockerfile b/Dockerfile
index b92ac228a8d50da93f8c0bfe2f6af31fc784f2c7..a49373eaf0c694cef7c289ae634f262334cc46af 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -207,7 +207,6 @@ RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz
     export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
     rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
     apt-get install libprotobuf-dev -y
-RUN pip --no-cache-dir install -U netifaces==0.10.9
 
 # Older versions of patchelf limited the size of the files being processed and were fixed in this pr.
 # https://github.com/NixOS/patchelf/commit/ba2695a8110abbc8cc6baf0eea819922ee5007fa
diff --git a/python/paddle/distributed/fleet/base/role_maker.py b/python/paddle/distributed/fleet/base/role_maker.py
index f66f013e4dbaadd534d6859b7ba6530779c82a3b..20356c2b49bac8798e31ed55c347a7a215908fa2 100644
--- a/python/paddle/distributed/fleet/base/role_maker.py
+++ b/python/paddle/distributed/fleet/base/role_maker.py
@@ -254,26 +254,33 @@ class Gloo(object):
         """
         get default physical interface
         """
-        import netifaces
-        gateways = netifaces.gateways()
-        if gateways.get(netifaces.AF_INET) != None:
-            gateway = gateways[netifaces.AF_INET]
-            if len(gateway) > 0 and len(gateway[0]) > 1:
-                return gateway[0][1]
+        res = os.popen("route -A inet").read().strip().split("\n")
+
+        gateway_idx = None
+        iface_idx = None
+        for item in res:
+            item = item.split()
+            if "Gateway" in item and "Iface" in item:
+                gateway_idx = item.index("Gateway")
+                iface_idx = item.index("Iface")
+            elif gateway_idx != None and iface_idx != None:
+                gateway = None
+                if len(item) > gateway_idx:
+                    gateway = item[gateway_idx]
+                if gateway and gateway != '*' and gateway != "0.0.0.0" and len(
+                        item) > iface_idx:
+                    return item[iface_idx]
         return "lo"
 
     def __get_default_iface_from_interfaces(self):
         """
         get default physical interface
         """
-        import netifaces
-        for intf_name in netifaces.interfaces():
-            addresses = netifaces.ifaddresses(intf_name)
-            if netifaces.AF_INET in addresses:
-                ipv4_addresses = addresses[netifaces.AF_INET]
-                for ipv4_address in ipv4_addresses:
-                    if 'broadcast' in ipv4_address:
-                        return intf_name
+        res = os.popen("ip -f inet addr | awk NR%3==1").read().strip().split(
+            "\n")
+        for item in res:
+            if "BROADCAST" in item:
+                return item.split(":")[1].strip()
         return "lo"
 
     def barrier(self, comm_world):
diff --git a/python/paddle/fluid/incubate/fleet/base/role_maker.py b/python/paddle/fluid/incubate/fleet/base/role_maker.py
index be27a7c5214e6b4b730d14cb4a64118f24506860..8fdfc773ce746b8cb52042ca8cfb6680836e1df6 100644
--- a/python/paddle/fluid/incubate/fleet/base/role_maker.py
+++ b/python/paddle/fluid/incubate/fleet/base/role_maker.py
@@ -955,26 +955,33 @@ class GeneralRoleMaker(RoleMakerBase):
         """
         get default physical interface
         """
-        import netifaces
-        gateways = netifaces.gateways()
-        if gateways.get(netifaces.AF_INET) != None:
-            gateway = gateways[netifaces.AF_INET]
-            if len(gateway) > 0 and len(gateway[0]) > 1:
-                return gateway[0][1]
+        res = os.popen("route -A inet").read().strip().split("\n")
+
+        gateway_idx = None
+        iface_idx = None
+        for item in res:
+            item = item.split()
+            if "Gateway" in item and "Iface" in item:
+                gateway_idx = item.index("Gateway")
+                iface_idx = item.index("Iface")
+            elif gateway_idx != None and iface_idx != None:
+                gateway = None
+                if len(item) > gateway_idx:
+                    gateway = item[gateway_idx]
+                if gateway and gateway != '*' and gateway != "0.0.0.0" and len(
+                        item) > iface_idx:
+                    return item[iface_idx]
         return "lo"
 
     def __get_default_iface_from_interfaces(self):
         """
         get default physical interface
         """
-        import netifaces
-        for intf_name in netifaces.interfaces():
-            addresses = netifaces.ifaddresses(intf_name)
-            if netifaces.AF_INET in addresses:
-                ipv4_addresses = addresses[netifaces.AF_INET]
-                for ipv4_address in ipv4_addresses:
-                    if 'broadcast' in ipv4_address:
-                        return intf_name
+        res = os.popen("ip -f inet addr | awk NR%3==1").read().strip().split(
+            "\n")
+        for item in res:
+            if "BROADCAST" in item:
+                return item.split(":")[1].strip()
         return "lo"
 
     def __start_kv_server(self, http_server_d, size_d):
diff --git a/python/paddle/fluid/tests/unittests/test_fleet.py b/python/paddle/fluid/tests/unittests/test_fleet.py
index a705d5ee661fd5d0d28b791d6db4624b78281743..35969179a397897af8ba3788f7cf67fa54aadd1b 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet.py
@@ -37,11 +37,7 @@ class TestFleet1(unittest.TestCase):
         from paddle.fluid.incubate.fleet.parameter_server.pslib import fleet
         from paddle.fluid.incubate.fleet.parameter_server.pslib import PSLib
         from paddle.fluid.incubate.fleet.base.role_maker import GeneralRoleMaker
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_1")
-            return
+
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
         os.environ["TRAINING_ROLE"] = "TRAINER"
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_nocvm_1.py b/python/paddle/fluid/tests/unittests/test_fleet_nocvm_1.py
index b2b6136797ba460f9f829d5df4c7041664b424cb..e6138296a6c337d0f59be7070cddaaaaea84fb03 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_nocvm_1.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_nocvm_1.py
@@ -36,11 +36,7 @@ class TestFleet1(unittest.TestCase):
         from paddle.fluid.incubate.fleet.parameter_server.pslib import fleet
         from paddle.fluid.incubate.fleet.parameter_server.pslib import PSLib
         from paddle.fluid.incubate.fleet.base.role_maker import GeneralRoleMaker
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_1")
-            return
+
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
         os.environ["TRAINING_ROLE"] = "TRAINER"
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker.py b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker.py
index 7f1ad5d52d8f0b5a6b5bd83ea3a158f123e870ea..4655b628dab4d5315073f2006329dc3976f42b76 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker.py
@@ -64,11 +64,7 @@ class TestCloudRoleMaker(unittest.TestCase):
         from paddle.fluid.incubate.fleet.parameter_server.pslib import fleet
         from paddle.fluid.incubate.fleet.parameter_server.pslib import PSLib
         from paddle.fluid.incubate.fleet.base.role_maker import GeneralRoleMaker
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_1")
-            return
+
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
         os.environ["TRAINING_ROLE"] = "TRAINER"
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_2.py b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_2.py
index dae7907161697107a50eaf1b1501881f74509b76..e87d52752c852d0baef787add54090a24818e68e 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_2.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_2.py
@@ -36,11 +36,7 @@ class TestCloudRoleMaker2(unittest.TestCase):
         from paddle.fluid.incubate.fleet.parameter_server.distribute_transpiler import fleet
         from paddle.fluid.incubate.fleet.base.role_maker import GeneralRoleMaker
         from paddle.fluid.incubate.fleet.base.role_maker import RoleMakerBase
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_2")
-            return
+
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
         os.environ["TRAINING_ROLE"] = "TRAINER"
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_3.py b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_3.py
index 0fa852eeeebe9c8fbb056fca388a0af2c8f92842..396d705508b3488dadf059ed4527a06f0d916a44 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_3.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_3.py
@@ -36,11 +36,7 @@ class TestCloudRoleMaker(unittest.TestCase):
         from paddle.fluid.incubate.fleet.parameter_server.pslib import fleet
         from paddle.fluid.incubate.fleet.parameter_server.pslib import PSLib
         from paddle.fluid.incubate.fleet.base.role_maker import GeneralRoleMaker
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_1")
-            return
+
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
         os.environ["TRAINING_ROLE"] = "TRAINER"
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_4.py b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_4.py
index 6cb40eef27e4d93606167232dba3fc181af3c17a..2db4fdeef4d6a3a46de4514263c6ce65bffe9fe7 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_4.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_4.py
@@ -47,12 +47,6 @@ class TestCloudRoleMaker(unittest.TestCase):
             print("warning: no fleet, skip test_pslib_4")
             return
 
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_4")
-            return
-
         class FakeStream():
             """
             it is a fake stream only for test.
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_new.py b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_new.py
index 992fbbbe2661d7059fc2acccb2b7fda5a357157a..26a56fb08b4fe3ff9fbe9b2b50fe64916bd538d6 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_new.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_rolemaker_new.py
@@ -70,12 +70,6 @@ class TestCloudRoleMaker(unittest.TestCase):
         os.environ["TRAINING_ROLE"] = "TRAINER"
         os.environ["PADDLE_TRAINER_ID"] = "0"
 
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_tr_rolemaker")
-            return
-
         ro = role_maker.PaddleCloudRoleMaker(is_collective=False)
         self.assertTrue(ro._is_worker())
         ro = role_maker.PaddleCloudRoleMaker(is_collective=False)
@@ -110,12 +104,6 @@ class TestCloudRoleMaker(unittest.TestCase):
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
 
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_ps_rolemaker")
-            return
-
         ro = role_maker.PaddleCloudRoleMaker(
             is_collective=False, init_gloo=False)
         self.assertEqual(ro._server_index(), 0)
@@ -131,11 +119,6 @@ class TestCloudRoleMaker(unittest.TestCase):
     def test_traing_role(self):
         """Test training role."""
         os.environ["TRAINING_ROLE"] = "TEST"
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_training_role")
-            return
 
         ro = role_maker.PaddleCloudRoleMaker(is_collective=False)
         self.assertRaises(ValueError, ro._generate_role)
@@ -150,11 +133,6 @@ class TestUserDefinedRoleMaker(unittest.TestCase):
         pass
 
     def test_ps_rolemaker(self):
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_ps_rolemaker")
-            return
 
         ro = role_maker.UserDefinedRoleMaker(
             is_collective=False,
@@ -169,12 +147,6 @@ class TestUserDefinedRoleMaker(unittest.TestCase):
         self.assertEqual(ro._role_id(), 0)
 
     def test_tr_rolemaker(self):
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_tr_rolemaker")
-            return
-
         ro = role_maker.UserDefinedRoleMaker(
             is_collective=False,
             init_gloo=False,
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_unitaccessor.py b/python/paddle/fluid/tests/unittests/test_fleet_unitaccessor.py
index 7a255e5da14dacc1a5552642640e3ffe1e4eaad4..286fcc03c6717e397a61560702ccabd457d527a4 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_unitaccessor.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_unitaccessor.py
@@ -36,11 +36,7 @@ class TestFleet1(unittest.TestCase):
         from paddle.fluid.incubate.fleet.parameter_server.pslib import fleet
         from paddle.fluid.incubate.fleet.parameter_server.pslib import PSLib
         from paddle.fluid.incubate.fleet.base.role_maker import GeneralRoleMaker
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_pslib_1")
-            return
+
         os.environ["POD_IP"] = "127.0.0.1"
         os.environ["PADDLE_PORT"] = "36001"
         os.environ["TRAINING_ROLE"] = "TRAINER"
diff --git a/python/paddle/fluid/tests/unittests/test_fleet_util.py b/python/paddle/fluid/tests/unittests/test_fleet_util.py
index b5c22b192a16dec43c5e5243c34b970f489f5bb7..a3a526aaa6158ca5174cb8a10400275bab4f7270 100644
--- a/python/paddle/fluid/tests/unittests/test_fleet_util.py
+++ b/python/paddle/fluid/tests/unittests/test_fleet_util.py
@@ -100,11 +100,6 @@ class TestFleetUtil(unittest.TestCase):
     def test_get_file_shard(self):
         import paddle.distributed.fleet as fleet
         self.assertRaises(Exception, fleet.util.get_file_shard, "files")
-        try:
-            import netifaces
-        except:
-            print("warning: no netifaces, skip test_get_file_shard")
-            return
 
         role = role_maker.UserDefinedRoleMaker(
             is_collective=False,
diff --git a/python/requirements.txt b/python/requirements.txt
index 6a88d61a94c182db3320e4de30f45be4c852f70f..1f62139a9a6dcbb7c4f393160aafa0fe89ac02ab 100644
--- a/python/requirements.txt
+++ b/python/requirements.txt
@@ -17,5 +17,3 @@ decorator
 prettytable
 astor
 pathlib
-netifaces ; platform_system != "Windows"
-netifaces ; python_version>="3.5" and platform_system == "Windows"
diff --git a/tools/dockerfile/Dockerfile.ubuntu b/tools/dockerfile/Dockerfile.ubuntu
index 9fe58885fa553671cf5c08bd51295f271f4df668..927b0d0b8b1a2f7cadd99463cc3dddb5c6521925 100644
--- a/tools/dockerfile/Dockerfile.ubuntu
+++ b/tools/dockerfile/Dockerfile.ubuntu
@@ -207,7 +207,6 @@ RUN wget -q https://launchpad.net/ubuntu/+archive/primary/+sourcefiles/binutils/
     cd binutils-2.27 && \
     ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
 
-RUN pip --no-cache-dir install -U netifaces==0.10.9
 
 # Older versions of patchelf limited the size of the files being processed and were fixed in this pr.
 # https://github.com/NixOS/patchelf/commit/ba2695a8110abbc8cc6baf0eea819922ee5007fa
diff --git a/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16 b/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16
index e3a3374b943bc955d54afbef9755ed5147fad7d2..b140d42ed9c530e97eced1f586b664d45b73fb74 100644
--- a/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16
+++ b/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc48_ubuntu16
@@ -212,7 +212,6 @@ RUN wget --no-check-certificate https://pslib.bj.bcebos.com/openmpi-1.4.5.tar.gz
     export LD_LIBRARY_PATH=/usr/local/lib/:$LD_LIBRARY_PATH && export PATH=/usr/local/bin:$PATH && cd .. && \
     rm -rf openmpi-1.4.5.tar.gz && pip --no-cache-dir install mpi4py && ln -fs /bin/bash /bin/sh && \
     apt-get install libprotobuf-dev -y
-RUN pip --no-cache-dir install -U netifaces==0.10.9
 
 # ccache 3.7.9
 RUN wget https://paddle-ci.gz.bcebos.com/ccache-3.7.9.tar.gz && \
diff --git a/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc8_ubuntu16 b/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc8_ubuntu16
index c27fdcea2401c26b1ef1dd377c42930b6e74fcf0..ac71b202730927f157117bf04ef80056ac4d9e03 100644
--- a/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc8_ubuntu16
+++ b/tools/manylinux1/Dockerfile.cuda10_cudnn7_gcc8_ubuntu16
@@ -221,7 +221,6 @@ RUN wget -q https://paddle-ci.gz.bcebos.com/binutils_2.27.orig.tar.gz && \
     ./configure && make -j && make install && cd .. && rm -rf binutils-2.27 binutils_2.27.orig.tar.gz
 
 RUN apt-get install libprotobuf-dev -y
-RUN pip --no-cache-dir install -U netifaces==0.10.9 
 
 # ccache 3.7.9
 RUN wget https://paddle-ci.gz.bcebos.com/ccache-3.7.9.tar.gz && \