diff --git a/python/paddle/sparse/__init__.py b/python/paddle/sparse/__init__.py
index 17eab93dab18e..26a2f0cfadbe7 100644
--- a/python/paddle/sparse/__init__.py
+++ b/python/paddle/sparse/__init__.py
@@ -14,13 +14,13 @@
 
 from .creation import sparse_coo_tensor
 from .creation import sparse_csr_tensor
-from .layer.activation import ReLU
-from .layer.norm import BatchNorm
+from .layer import ReLU
+from .layer import BatchNorm
 
-from .layer.conv import Conv3D
-from .layer.conv import SubmConv3D
+from .layer import Conv3D
+from .layer import SubmConv3D
 
-from .layer.pooling import MaxPool3D
+from .layer import MaxPool3D
 
 from .functional import sqrt
 from .functional import sin