diff --git a/python/paddle/v2/framework/tests/test_rank_loss_op.py b/python/paddle/v2/framework/tests/test_rank_loss_op.py
new file mode 100644
index 0000000000000000000000000000000000000000..48354b7f7bdb4972b3124fd358577d1c4db9cde3
--- /dev/null
+++ b/python/paddle/v2/framework/tests/test_rank_loss_op.py
@@ -0,0 +1,27 @@
+import unittest
+import numpy as np
+from op_test import OpTest
+
+
+class TestReshapeOp(OpTest):
+    def setUp(self):
+        self.op_type = "rank_loss"
+        num = 5
+        # P = {0, 1.0} or {0, 0.5, 1.0}
+        P = np.random.randint(0, 2, size=(num, num)).astype("float32")
+        Oi = np.random.random((num, num)).astype("float32")
+        Oj = np.random.random((num, num)).astype("float32")
+        O = Oi - Oj
+        Out = np.log(1.0 + np.exp(O)) - P * O
+        self.inputs = {'P': P, 'Oi': Oi, 'Oj': Oj}
+        self.outputs = {'Out': Out}
+
+    def test_check_output(self):
+        self.check_output()
+
+    def test_check_grad(self):
+        self.check_grad(["Oj"], "Out")
+
+
+if __name__ == '__main__':
+    unittest.main()