diff --git a/doc/fluid/api/io.rst b/doc/fluid/api/io.rst
index 8df106b35e7a89acf504264b330238a54f54be23..be9478c30e1ee7406d6706db6d9109e1b44a9111 100644
--- a/doc/fluid/api/io.rst
+++ b/doc/fluid/api/io.rst
@@ -14,6 +14,7 @@ fluid.io
     io/ComposeNotAligned.rst
     io/DataLoader.rst
     io/Dataset.rst
+    io/TensorDataset.rst
     io/default_collate_fn.rst
     io/firstn.rst
     io/get_program_parameter.rst
diff --git a/doc/fluid/api/io/TensorDataset.rst b/doc/fluid/api/io/TensorDataset.rst
new file mode 100644
index 0000000000000000000000000000000000000000..56d2591f6ce906445edf8993154264465ba9b873
--- /dev/null
+++ b/doc/fluid/api/io/TensorDataset.rst
@@ -0,0 +1,7 @@
+.. _api_io_TensorDataset:
+
+Dataset
+-------------------------------
+:doc_source: paddle.fluid.dataloader.TensorDataset
+
+