diff --git a/python/paddle/distributed/fleet/meta_optimizers/pipeline_optimizer.py b/python/paddle/distributed/fleet/meta_optimizers/pipeline_optimizer.py
index 67a3312552ccfa3807f10e3142f8804e34c709ba..9e46bf3368235e7700f5db240ce5dbb711c25390 100644
--- a/python/paddle/distributed/fleet/meta_optimizers/pipeline_optimizer.py
+++ b/python/paddle/distributed/fleet/meta_optimizers/pipeline_optimizer.py
@@ -233,6 +233,7 @@ class PipelineOptimizer(MetaOptimizerBase):
         block = self.main_program_list[ring_id - 1]['program'].global_block()
         origin_block = self.main_program.global_block()
         grad = None
+        processed_param_name = set()
         for idx, op in reversed(list(enumerate(block.ops))):
             if is_backward_op(op) and \
                     OP_ROLE_VAR_KEY in op.attr_names:
@@ -242,7 +243,10 @@ class PipelineOptimizer(MetaOptimizerBase):
                 assert len(op_role_var) % 2 == 0
                 offset = idx
                 for i in range(0, len(op_role_var), 2):
+                    param_name = op_role_var[i]
                     param = block.vars[op_role_var[i]]
+                    if param_name in processed_param_name: continue
+                    processed_param_name.add(param_name)
                     grad = block.vars[op_role_var[i + 1]]
                     origin_param = origin_block.vars[op_role_var[i]]
                     if origin_param.is_distributed:
diff --git a/python/paddle/fluid/tests/unittests/CMakeLists.txt b/python/paddle/fluid/tests/unittests/CMakeLists.txt
index 0d4d3f1ade4a990f66f7cc246c7db37f2c309559..be60e489ca1a23883acbeab963c5ed0ab607c82c 100644
--- a/python/paddle/fluid/tests/unittests/CMakeLists.txt
+++ b/python/paddle/fluid/tests/unittests/CMakeLists.txt
@@ -10,7 +10,7 @@ if(NOT WITH_NCCL)
 endif()
 string(REPLACE ".py" "" DIST_TEST_OPS "${DIST_TEST_OPS}")
 list(APPEND DIST_TEST_OPS test_parallel_dygraph_mnist)
-#list(APPEND DIST_TEST_OPS test_pipeline)
+list(APPEND DIST_TEST_OPS test_pipeline)
 list(APPEND DIST_TEST_OPS test_parallel_dygraph_se_resnext)
 list(APPEND DIST_TEST_OPS test_parallel_dygraph_sparse_embedding)
 list(APPEND DIST_TEST_OPS test_parallel_dygraph_sparse_embedding_over_height)
@@ -62,7 +62,6 @@ list(APPEND MIXED_DIST_TEST_OPS test_fleet_auto)
 foreach(TEST_OP ${MIXED_DIST_TEST_OPS})
   list(REMOVE_ITEM TEST_OPS ${TEST_OP})
 endforeach()
-list(REMOVE_ITEM TEST_OPS test_pipeline)
 
 if(NOT WITH_GPU OR WIN32)
     LIST(REMOVE_ITEM TEST_OPS test_c_comm_init_all_op)
@@ -826,9 +825,9 @@ if(WITH_GPU AND NOT WIN32)
     set_tests_properties(test_collective_allgather_api PROPERTIES TIMEOUT 120)
     set_tests_properties(test_collective_broadcast_api PROPERTIES TIMEOUT 120)
     set_tests_properties(test_collective_allreduce_api PROPERTIES TIMEOUT 120)
-#    if(WITH_DISTRIBUTE)
-#        set_tests_properties(test_pipeline PROPERTIES TIMEOUT 120)
-#    endif()
+    if(WITH_DISTRIBUTE)
+        set_tests_properties(test_pipeline PROPERTIES TIMEOUT 120)
+    endif()
     set_tests_properties(test_reducescatter_api PROPERTIES TIMEOUT 120)
     set_tests_properties(test_broadcast PROPERTIES TIMEOUT 120)
     set_tests_properties(test_reducescatter PROPERTIES TIMEOUT 120)