diff --git a/ppcls/utils/check.py b/ppcls/utils/check.py
index c8f13eb4ab97cd8d412aba9e50f9368015278e41..a5746846d9a14545d08bedf661674245689ff1a7 100644
--- a/ppcls/utils/check.py
+++ b/ppcls/utils/check.py
@@ -19,6 +19,7 @@ from __future__ import print_function
 import os
 import sys
 
+import paddle
 import paddle.fluid as fluid
 
 from ppcls.modeling import get_architectures
@@ -134,3 +135,10 @@ def check_function_params(config, key):
         ('params is required in {} config'.format(key))
     assert isinstance(params, dict), \
         ('the params in {} config should be a dict'.format(key))
+
+
+def enable_static_mode():
+    try:
+        paddle.enable_static()
+    except:
+        pass
diff --git a/tools/eval.py b/tools/eval.py
index f74529747f684b578ca76fc93baa2037abe46b52..7129669e5fcafc0b469bd051ce115e873669fefa 100644
--- a/tools/eval.py
+++ b/tools/eval.py
@@ -32,6 +32,7 @@ import program
 from ppcls.data import Reader
 from ppcls.utils.config import get_config
 from ppcls.utils.save_load import init_model
+from ppcls.utils.check import enable_static_mode
 
 from paddle.fluid.incubate.fleet.collective import fleet
 from paddle.fluid.incubate.fleet.base import role_maker
@@ -84,6 +85,6 @@ def main(args):
 
 
 if __name__ == '__main__':
-    paddle.enable_static()
+    enable_static_mode()
     args = parse_args()
     main(args)
diff --git a/tools/eval_multi_platform.py b/tools/eval_multi_platform.py
index ad640afb8336cf2af0549c4efd75ce3b462ed50b..78501f5ae5673ddfc7f0ec3fecf87b818f55ae5e 100644
--- a/tools/eval_multi_platform.py
+++ b/tools/eval_multi_platform.py
@@ -31,6 +31,7 @@ import program
 from ppcls.data import Reader
 from ppcls.utils.config import get_config
 from ppcls.utils.save_load import init_model
+from ppcls.utils.check import enable_static_mode
 
 
 def parse_args():
@@ -77,6 +78,6 @@ def main(args):
 
 
 if __name__ == '__main__':
-    paddle.enable_static()
+    enable_static_mode()
     args = parse_args()
     main(args)
diff --git a/tools/export_model.py b/tools/export_model.py
index 538287a3671f0e439ce62d3e80f362b01045baa2..d911856d8c32e0d9596de2d73ebf4a1bc7528c84 100644
--- a/tools/export_model.py
+++ b/tools/export_model.py
@@ -21,6 +21,7 @@ sys.path.append(os.path.abspath(os.path.join(__dir__, '../')))
 import argparse
 
 from ppcls.modeling import architectures
+from ppcls.utils.check import enable_static_mode
 import paddle
 import paddle.fluid as fluid
 
@@ -82,5 +83,5 @@ def main():
 
 
 if __name__ == "__main__":
-    paddle.enable_static()
+    enable_static_mode()
     main()
diff --git a/tools/infer/infer.py b/tools/infer/infer.py
index dcff66ea6c9599f0ef912b567c15e39d368504e0..0bb6fd41c821f7d313a4e1d95fed252d7e34b316 100644
--- a/tools/infer/infer.py
+++ b/tools/infer/infer.py
@@ -24,6 +24,7 @@ import paddle
 import paddle.fluid as fluid
 
 from ppcls.modeling import architectures
+from ppcls.utils.check import enable_static_mode
 import utils
 
 
@@ -145,5 +146,5 @@ def main():
 
 
 if __name__ == "__main__":
-    paddle.enable_static()
+    enable_static_mode()
     main()
diff --git a/tools/infer/py_infer.py b/tools/infer/py_infer.py
index caaba405f3b53e90af2fdb834acd13ea20ff95d2..e0c8f1990434079be2abd2540bcb25b1d79b76d2 100644
--- a/tools/infer/py_infer.py
+++ b/tools/infer/py_infer.py
@@ -11,6 +11,11 @@
 # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+import os
+import sys
+__dir__ = os.path.dirname(os.path.abspath(__file__))
+sys.path.append(__dir__)
+sys.path.append(os.path.abspath(os.path.join(__dir__, '../')))
 
 import utils
 import argparse
@@ -19,6 +24,8 @@ import numpy as np
 import paddle
 import paddle.fluid as fluid
 
+from ppcls.utils.check import enable_static_mode
+
 
 def parse_args():
     def str2bool(v):
@@ -100,5 +107,5 @@ def main():
 
 
 if __name__ == "__main__":
-    paddle.enable_static()
+    enable_static_mode()
     main()
diff --git a/tools/train.py b/tools/train.py
index 89c7dea9dc0c26fe669ae2c106ed051887a4879b..35b5fb9fb079bceb78b67cbd29b178afc1c8a74c 100644
--- a/tools/train.py
+++ b/tools/train.py
@@ -33,6 +33,7 @@ from paddle.fluid.incubate.fleet.collective import fleet
 from ppcls.data import Reader
 from ppcls.utils.config import get_config
 from ppcls.utils.save_load import init_model, save_model
+from ppcls.utils.check import enable_static_mode
 from ppcls.utils import logger
 import program
 
@@ -155,6 +156,6 @@ def main(args):
 
 
 if __name__ == '__main__':
-    paddle.enable_static()
+    enable_static_mode()
     args = parse_args()
     main(args)
diff --git a/tools/train_multi_platform.py b/tools/train_multi_platform.py
index 8ebee57a561c899548e0958527383de55231ce08..6362d8beae1e6d58997e4dce85c6287cac9bc164 100644
--- a/tools/train_multi_platform.py
+++ b/tools/train_multi_platform.py
@@ -31,6 +31,7 @@ import paddle.fluid as fluid
 from ppcls.data import Reader
 from ppcls.utils.config import get_config
 from ppcls.utils.save_load import init_model, save_model
+from ppcls.utils.check import enable_static_mode
 from ppcls.utils import logger
 import program
 
@@ -164,6 +165,6 @@ def main(args):
 
 
 if __name__ == '__main__':
-    paddle.enable_static()
+    enable_static_mode()
     args = parse_args()
     main(args)