diff --git a/op_acc_stable_run.py b/op_acc_stable_run.py
index 4f6d2b9..bbe3aaa 100644
--- a/op_acc_stable_run.py
+++ b/op_acc_stable_run.py
@@ -227,4 +227,4 @@ def check_tensor_diff(x, y, *, atol, rtol, err_msg=""):
             y = y.astype(paddle.float32)
         x = x.numpy()
         y = y.numpy()
-        np.testing.assert_allclose(x, y, atol=atol, rtol=rtol, err_msg=err_msg)
+        np.testing.assert_allclose(x, y, atol=atol, rtol=rtol, err_msg=err_msg)
\ No newline at end of file
diff --git a/tests/softmax_test.py b/tests/softmax_test.py
index 3da9663..6728cca 100644
--- a/tests/softmax_test.py
+++ b/tests/softmax_test.py
@@ -45,4 +45,4 @@ def check_diff(self, paddle, pd_ret, th_ret):
 
 
 if __name__ == "__main__":
-    op_acc_stable_run(SoftmaxTest)
+    op_acc_stable_run(SoftmaxTest)
\ No newline at end of file
diff --git a/tests/take_along_axis_test.py b/tests/take_along_axis_test.py
new file mode 100644
index 0000000..3bcf670
--- /dev/null
+++ b/tests/take_along_axis_test.py
@@ -0,0 +1,52 @@
+# Copyright (c) 2023 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 numpy as np
+from op_acc_stable_run import check_tensor_diff, op_acc_stable_run
+
+class TakealongaxisTest:
+    def __init__(self, arr_shape,arr_dtype, indices_shape,indices_dtype, axis):
+        self.arr_shape = arr_shape 
+        self.arr_dtype = arr_dtype 
+        self.indices_shape = indices_shape 
+        self.indices_dtype = indices_dtype 
+        self.axis = axis 
+
+    def set_configs(self, paddle):
+        self.tmp_cache_path = "."
+        self.inputs = {
+            "arr": paddle.to_tensor(np.random.random(size=self.arr_shape).astype(self.arr_dtype) - 0.5) ,
+            "indices": paddle.to_tensor(np.random.random(size=self.indices_shape).astype(self.indices_dtype)),
+        }
+
+    def run_paddle(self, paddle):
+        arr = self.inputs["arr"]
+        indices = self.inputs["indices"]
+        y = paddle.take_along_axis(arr, indices, self.axis)
+        return y
+
+    def run_torch(self, torch):
+        arr = self.inputs["arr"]
+        indices = self.inputs["indices"]
+        y = torch.take_along_dim(arr, indices, self.axis)
+        return y
+
+    def check_diff(self, paddle, pd_ret, th_ret):
+        assert len(pd_ret) == len(th_ret)
+        for pd, th in zip(pd_ret, th_ret):
+            check_tensor_diff(pd, th, atol=1e-6, rtol=1e-6)
+
+if __name__ == "__main__":
+    op_acc_stable_run(TakealongaxisTest(arr_shape=[1, 1024, 254208], arr_dtype="float32", indices_shape=[1, 1024, 1], indices_dtype="int64" , axis=-1))
+    
\ No newline at end of file