diff --git a/python/paddle/tensor/linalg.py b/python/paddle/tensor/linalg.py
index 3d95b6bea50236..d157ef3c983802 100644
--- a/python/paddle/tensor/linalg.py
+++ b/python/paddle/tensor/linalg.py
@@ -20,7 +20,7 @@
 
 from ..base.data_feeder import check_dtype, check_type, check_variable_and_dtype
 from ..common_ops_import import Variable
-from ..framework import LayerHelper, in_dynamic_mode
+from ..framework import LayerHelper, in_dynamic_mode, in_dynamic_or_pir_mode
 from .creation import full
 from .manipulation import cast
 from .math import _get_reduce_axis
@@ -225,7 +225,7 @@ def matmul(x, y, transpose_x=False, transpose_y=False, name=None):
             [10, 3, 5, 5]
 
     """
-    if in_dynamic_mode():
+    if in_dynamic_or_pir_mode():
         return _C_ops.matmul(x, y, transpose_x, transpose_y)
     else:
         attrs = {
diff --git a/test/legacy_test/test_matmul_v2_op.py b/test/legacy_test/test_matmul_v2_op.py
index f867d4c9596365..0293e0414a23ea 100644
--- a/test/legacy_test/test_matmul_v2_op.py
+++ b/test/legacy_test/test_matmul_v2_op.py
@@ -98,7 +98,8 @@ def setUp(self):
 
     def test_check_output(self):
         self.check_output(
-            check_cinn=self.check_cinn if hasattr(self, 'check_cinn') else True
+            check_cinn=self.check_cinn if hasattr(self, 'check_cinn') else True,
+            check_new_ir=True,
         )
 
     def test_check_grad(self):
@@ -110,6 +111,7 @@ def test_check_grad(self):
                 check_cinn=self.check_cinn
                 if hasattr(self, 'check_cinn')
                 else True,
+                check_new_ir=True,
             )
         else:
             self.check_grad(
@@ -118,6 +120,7 @@ def test_check_grad(self):
                 check_cinn=self.check_cinn
                 if hasattr(self, 'check_cinn')
                 else True,
+                check_new_ir=True,
             )
 
 
@@ -359,6 +362,7 @@ def test_check_output(self):
                         check_cinn=self.check_cinn
                         if hasattr(self, 'check_cinn')
                         else True,
+                        check_new_ir=True,
                     )
 
         def test_check_grad(self):
@@ -372,6 +376,7 @@ def test_check_grad(self):
                     check_cinn=self.check_cinn
                     if hasattr(self, 'check_cinn')
                     else True,
+                    check_new_ir=True,
                 )
 
     cls_name = "{}_{}".format(parent.__name__, "Fp16")
@@ -431,6 +436,7 @@ def test_check_output(self):
                 check_cinn=self.check_cinn
                 if hasattr(self, 'check_cinn')
                 else True,
+                check_new_ir=True,
             )
 
         def test_check_grad_x(self):
@@ -447,6 +453,7 @@ def test_check_grad_x(self):
                 check_cinn=self.check_cinn
                 if hasattr(self, 'check_cinn')
                 else True,
+                check_new_ir=True,
             )
 
         def test_check_grad_y(self):
@@ -463,6 +470,7 @@ def test_check_grad_y(self):
                 check_cinn=self.check_cinn
                 if hasattr(self, 'check_cinn')
                 else True,
+                check_new_ir=True,
             )
 
         def test_check_grad(self):
@@ -499,6 +507,7 @@ def setUp(self):
             self.places.append(base.CUDAPlace(0))
 
     def check_static_result(self, place):
+        paddle.enable_static()
         with base.program_guard(base.Program(), base.Program()):
             input_x = paddle.static.data(
                 name="input_x", shape=[4, 3], dtype="float32"
@@ -518,6 +527,7 @@ def check_static_result(self, place):
                 feed={"input_x": x_np, "input_y": y_np},
                 fetch_list=[result],
             )
+        paddle.disable_static()
 
     def test_static(self):
         for place in self.places:
@@ -735,7 +745,7 @@ def init_input_output(self):
         self.out = np.matmul(self.x, self.y)
 
     def test_check_output(self):
-        self.check_output(check_cinn=False)
+        self.check_output(check_cinn=False, check_new_ir=True)
 
 
 class TestInt32MatMulOpBroadcast(OpTest):
@@ -787,7 +797,7 @@ def init_input_output(self):
         self.out = np.matmul(self.x, self.y)
 
     def test_check_output(self):
-        self.check_output(check_cinn=False)
+        self.check_output(check_cinn=False, check_new_ir=True)
 
 
 class TestInt64MatMulOpBroadcast(OpTest):