diff --git a/python/paddle/fluid/layers/nn.py b/python/paddle/fluid/layers/nn.py
index 6a217774f772777b3b86f7508f6108d512dadc12..28f2ae7d986f3db36898d203b7b8110d96d13572 100644
--- a/python/paddle/fluid/layers/nn.py
+++ b/python/paddle/fluid/layers/nn.py
@@ -9647,9 +9647,6 @@ def sequence_mask(x, maxlen=None, dtype='int64', name=None):
             mask = layers.sequence_mask(x=x)
 
     """
-    assert not in_dygraph_mode(), (
-        "sequence layer is not supported in dygraph mode yet.")
-
     helper = LayerHelper('sequence_mask', **locals())
     if name is None:
         out = helper.create_variable_for_type_inference(dtype=dtype)