diff --git a/test/deprecated/sequence/CMakeLists.txt b/test/deprecated/sequence/CMakeLists.txt
index 3d5e3ecf46eb45..95739040ef4af7 100644
--- a/test/deprecated/sequence/CMakeLists.txt
+++ b/test/deprecated/sequence/CMakeLists.txt
@@ -7,14 +7,3 @@ string(REPLACE ".py" "" TEST_OPS "${TEST_OPS}")
 foreach(TEST_OP ${TEST_OPS})
   py_test_modules(${TEST_OP} MODULES ${TEST_OP})
 endforeach()
-set_tests_properties(test_sequence_conv PROPERTIES TIMEOUT 120)
-set_tests_properties(test_sequence_pool PROPERTIES TIMEOUT 120)
-
-set(PIR_COVERAGE_TESTS test_sequence_mask)
-
-foreach(PIR_COVERAGE_TEST ${PIR_COVERAGE_TESTS})
-  py_test_modules(${PIR_COVERAGE_TEST}_pir MODULES ${PIR_COVERAGE_TEST} ENVS
-                  FLAGS_enable_pir_in_executor=true)
-  set_tests_properties(${PIR_COVERAGE_TEST}_pir PROPERTIES TIMEOUT 120)
-  message(STATUS "PIR Copied OpTest: ${PIR_COVERAGE_TEST}_pir in sequence test")
-endforeach()
diff --git a/test/deprecated/sequence/test_sequence_conv_deprecated.py b/test/deprecated/sequence/test_sequence_conv_deprecated.py
new file mode 100644
index 00000000000000..9dcbc4b7412272
--- /dev/null
+++ b/test/deprecated/sequence/test_sequence_conv_deprecated.py
@@ -0,0 +1,43 @@
+#   Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# 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 unittest
+
+import numpy as np
+
+import paddle
+
+paddle.enable_static()
+
+
+class TestSeqConvApi(unittest.TestCase):
+    def test_api(self):
+        from paddle import base
+
+        x = paddle.static.data('x', shape=[-1, 32], lod_level=1)
+        y = paddle.static.nn.sequence_lod.sequence_conv(
+            input=x, num_filters=2, filter_size=3, padding_start=None
+        )
+
+        place = base.CPUPlace()
+        x_tensor = base.create_lod_tensor(
+            np.random.rand(10, 32).astype("float32"), [[2, 3, 1, 4]], place
+        )
+        exe = base.Executor(place)
+        exe.run(base.default_startup_program())
+        ret = exe.run(feed={'x': x_tensor}, fetch_list=[y], return_numpy=False)
+
+
+if __name__ == '__main__':
+    unittest.main()
diff --git a/test/legacy_test/op_test.py b/test/legacy_test/op_test.py
index 533cae3f6b72e9..4c3c201c8afe36 100644
--- a/test/legacy_test/op_test.py
+++ b/test/legacy_test/op_test.py
@@ -3283,20 +3283,21 @@ def check_grad_with_place(
         if numeric_place is None:
             numeric_place = place
 
-        numeric_grads = self.check_grad_with_place_for_static(
-            user_defined_grads,
-            inputs_to_check,
-            place,
-            output_names,
-            no_grad_set,
-            user_defined_grad_outputs,
-            numeric_place,
-            numeric_grad_delta,
-            in_place,
-            check_cinn,
-            max_relative_error,
-            atol,
-        )
+        with paddle.pir_utils.OldIrGuard():
+            numeric_grads = self.check_grad_with_place_for_static(
+                user_defined_grads,
+                inputs_to_check,
+                place,
+                output_names,
+                no_grad_set,
+                user_defined_grad_outputs,
+                numeric_place,
+                numeric_grad_delta,
+                in_place,
+                check_cinn,
+                max_relative_error,
+                atol,
+            )
 
         if check_pir_onednn and isinstance(
             place, paddle.base.libpaddle.CPUPlace
diff --git a/test/legacy_test/test_fusion_seqconv_eltadd_relu_op.py b/test/legacy_test/test_fusion_seqconv_eltadd_relu_op.py
index 47a44b362cb929..ecd6341dc1959c 100644
--- a/test/legacy_test/test_fusion_seqconv_eltadd_relu_op.py
+++ b/test/legacy_test/test_fusion_seqconv_eltadd_relu_op.py
@@ -18,7 +18,7 @@
 import numpy as np
 from op_test import OpTest
 
-sys.path.append("../deprecated/sequence")
+sys.path.append("../sequence")
 from test_sequence_conv import seqconv
 
 
diff --git a/test/legacy_test/test_fusion_seqpool_concat_op.py b/test/legacy_test/test_fusion_seqpool_concat_op.py
index 0313447446545a..a468135d4dfdb8 100644
--- a/test/legacy_test/test_fusion_seqpool_concat_op.py
+++ b/test/legacy_test/test_fusion_seqpool_concat_op.py
@@ -18,7 +18,7 @@
 import numpy as np
 from op_test import OpTest
 
-sys.path.append("../deprecated/sequence")
+sys.path.append("../sequence")
 from test_sequence_pool import (
     compute_seqpool_avg,
     compute_seqpool_sqrt,
diff --git a/test/legacy_test/test_fusion_seqpool_cvm_concat_op.py b/test/legacy_test/test_fusion_seqpool_cvm_concat_op.py
index 0e207bacf2c806..df7fc44dbaebc2 100644
--- a/test/legacy_test/test_fusion_seqpool_cvm_concat_op.py
+++ b/test/legacy_test/test_fusion_seqpool_cvm_concat_op.py
@@ -18,7 +18,7 @@
 import numpy as np
 from op_test import OpTest
 
-sys.path.append("../deprecated/sequence")
+sys.path.append("../sequence")
 from test_cvm_op import cvm_compute
 from test_sequence_pool import (
     compute_seqpool_avg,
diff --git a/test/sequence/CMakeLists.txt b/test/sequence/CMakeLists.txt
index f0253f3604cfe4..abfa8c1bbfca8d 100644
--- a/test/sequence/CMakeLists.txt
+++ b/test/sequence/CMakeLists.txt
@@ -8,9 +8,14 @@ foreach(TEST_OP ${TEST_OPS})
   py_test_modules(${TEST_OP} MODULES ${TEST_OP})
 endforeach()
 
+set(PIR_COVERAGE_TESTS test_sequence_mask)
+
 foreach(PIR_COVERAGE_TEST ${PIR_COVERAGE_TESTS})
   py_test_modules(${PIR_COVERAGE_TEST}_pir MODULES ${PIR_COVERAGE_TEST} ENVS
                   FLAGS_enable_pir_in_executor=true)
   set_tests_properties(${PIR_COVERAGE_TEST}_pir PROPERTIES TIMEOUT 120)
   message(STATUS "PIR Copied OpTest: ${PIR_COVERAGE_TEST}_pir in sequence test")
 endforeach()
+
+set_tests_properties(test_sequence_conv PROPERTIES TIMEOUT 120)
+set_tests_properties(test_sequence_pool PROPERTIES TIMEOUT 120)
diff --git a/test/deprecated/sequence/test_sequence_conv.py b/test/sequence/test_sequence_conv.py
similarity index 93%
rename from test/deprecated/sequence/test_sequence_conv.py
rename to test/sequence/test_sequence_conv.py
index 21644be661ddeb..6a375348421a78 100644
--- a/test/deprecated/sequence/test_sequence_conv.py
+++ b/test/sequence/test_sequence_conv.py
@@ -18,8 +18,6 @@
 import numpy as np
 from op_test import OpTest
 
-import paddle
-
 
 def seqconv(
     x,
@@ -290,23 +288,5 @@ def init_test_case(self):
         self.output_represention = 8  # output feature size
 
 
-class TestSeqConvApi(unittest.TestCase):
-    def test_api(self):
-        from paddle import base
-
-        x = paddle.static.data('x', shape=[-1, 32], lod_level=1)
-        y = paddle.static.nn.sequence_lod.sequence_conv(
-            input=x, num_filters=2, filter_size=3, padding_start=None
-        )
-
-        place = base.CPUPlace()
-        x_tensor = base.create_lod_tensor(
-            np.random.rand(10, 32).astype("float32"), [[2, 3, 1, 4]], place
-        )
-        exe = base.Executor(place)
-        exe.run(base.default_startup_program())
-        ret = exe.run(feed={'x': x_tensor}, fetch_list=[y], return_numpy=False)
-
-
 if __name__ == '__main__':
     unittest.main()
diff --git a/test/deprecated/sequence/test_sequence_expand.py b/test/sequence/test_sequence_expand.py
similarity index 100%
rename from test/deprecated/sequence/test_sequence_expand.py
rename to test/sequence/test_sequence_expand.py
diff --git a/test/deprecated/sequence/test_sequence_mask.py b/test/sequence/test_sequence_mask.py
similarity index 96%
rename from test/deprecated/sequence/test_sequence_mask.py
rename to test/sequence/test_sequence_mask.py
index c7580c6dcc5a47..6b711c865056bd 100644
--- a/test/deprecated/sequence/test_sequence_mask.py
+++ b/test/sequence/test_sequence_mask.py
@@ -26,7 +26,7 @@
 
 import paddle
 from paddle.base.framework import (
-    convert_np_dtype_to_dtype_,
+    convert_np_dtype_to_proto_type,
 )
 from paddle.pir_utils import test_with_pir_api
 
@@ -60,7 +60,7 @@ def setUp(self):
         self.outputs = {'Y': self.calc_ground_truth_mask()}
         self.attrs = {
             'maxlen': self.maxlen,
-            'out_dtype': convert_np_dtype_to_dtype_(self.mask_dtype),
+            'out_dtype': convert_np_dtype_to_proto_type(self.mask_dtype),
         }
 
     def calc_ground_truth_mask(self):
@@ -129,7 +129,9 @@ def setUp(self):
 
         self.inputs = {'X': self.x, 'MaxLenTensor': self.maxlen_tensor}
         self.outputs = {'Y': self.calc_ground_truth_mask()}
-        self.attrs = {'out_dtype': convert_np_dtype_to_dtype_(self.mask_dtype)}
+        self.attrs = {
+            'out_dtype': convert_np_dtype_to_proto_type(self.mask_dtype)
+        }
 
     def calc_ground_truth_mask(self):
         maxlen = np.max(self.x) if self.maxlen < 0 else self.maxlen
diff --git a/test/deprecated/sequence/test_sequence_pool.py b/test/sequence/test_sequence_pool.py
similarity index 100%
rename from test/deprecated/sequence/test_sequence_pool.py
rename to test/sequence/test_sequence_pool.py
diff --git a/test/deprecated/sequence/test_sequence_softmax_op.py b/test/sequence/test_sequence_softmax_op.py
similarity index 98%
rename from test/deprecated/sequence/test_sequence_softmax_op.py
rename to test/sequence/test_sequence_softmax_op.py
index ac5c6dbd4e6e54..a6a59e1953ecac 100644
--- a/test/deprecated/sequence/test_sequence_softmax_op.py
+++ b/test/sequence/test_sequence_softmax_op.py
@@ -19,7 +19,7 @@
 import numpy as np
 from op_test import OpTest
 
-sys.path.append("../legacy_test")
+sys.path.append("../deprecated/legacy_test")
 from test_softmax_op import stable_softmax
 
 from paddle.base import core