diff --git a/doc/fluid/api/nn/Conv1d.rst b/doc/fluid/api/nn/Conv1d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..bf3ab844c018a072b4bdce3da5c50a2d53df0560
--- /dev/null
+++ b/doc/fluid/api/nn/Conv1d.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_layer_conv_Conv1d:
+
+Conv1d
+------
+
+..  autoclass:: paddle.nn.layer.conv.Conv1d
+    :members:
+    :inherited-members:
+    :noindex:
+
diff --git a/doc/fluid/api/nn/Conv2d.rst b/doc/fluid/api/nn/Conv2d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..239d4440f1463028830fe7678a04fe909d4392ce
--- /dev/null
+++ b/doc/fluid/api/nn/Conv2d.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_layer_conv_Conv2d:
+
+Conv2d
+------
+
+..  autoclass:: paddle.nn.layer.conv.Conv2d
+    :members:
+    :inherited-members:
+    :noindex:
+
diff --git a/doc/fluid/api/nn/Conv3d.rst b/doc/fluid/api/nn/Conv3d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..23a878b43d5ea9fbc0d8ca1e0f9a6cad806782db
--- /dev/null
+++ b/doc/fluid/api/nn/Conv3d.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_layer_conv_Conv3d:
+
+Conv3d
+------
+
+..  autoclass:: paddle.nn.layer.conv.Conv3d
+    :members:
+    :inherited-members:
+    :noindex:
+
diff --git a/doc/fluid/api/nn/ConvTranspose1d.rst b/doc/fluid/api/nn/ConvTranspose1d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..fa6ec62757503453a58221061b4218b3715ba773
--- /dev/null
+++ b/doc/fluid/api/nn/ConvTranspose1d.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_layer_conv_ConvTranspose1d:
+
+ConvTranspose1d
+---------------
+
+..  autoclass:: paddle.nn.layer.conv.ConvTranspose1d
+    :members:
+    :inherited-members:
+    :noindex:
+
diff --git a/doc/fluid/api/nn/ConvTranspose2d.rst b/doc/fluid/api/nn/ConvTranspose2d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..0c1198338dea65925b1097cde244e9b22b3d618c
--- /dev/null
+++ b/doc/fluid/api/nn/ConvTranspose2d.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_layer_conv_ConvTranspose2d:
+
+ConvTranspose2d
+---------------
+
+..  autoclass:: paddle.nn.layer.conv.ConvTranspose2d
+    :members:
+    :inherited-members:
+    :noindex:
+
diff --git a/doc/fluid/api/nn/ConvTranspose3d.rst b/doc/fluid/api/nn/ConvTranspose3d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..5d0345a4f3498ced130156c0380393df6c3fb85d
--- /dev/null
+++ b/doc/fluid/api/nn/ConvTranspose3d.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_layer_conv_ConvTranspose3d:
+
+ConvTranspose3d
+---------------
+
+..  autoclass:: paddle.nn.layer.conv.ConvTranspose3d
+    :members:
+    :inherited-members:
+    :noindex:
+
diff --git a/doc/fluid/api/nn/functional.rst b/doc/fluid/api/nn/functional.rst
index 25d0a9743a51d6813fba6bf15a4e1e4118e8a469..bfa68b793daa78e3eac7f173cb262348e5a27b9e 100644
--- a/doc/fluid/api/nn/functional.rst
+++ b/doc/fluid/api/nn/functional.rst
@@ -8,5 +8,6 @@ functional
     functional/l1_loss.rst
     functional/nll_loss.rst
     functional/mse_loss.rst
+    functional/kl_div.rst
     functional/adaptive_avg_pool2d.rst
     functional/adaptive_avg_pool3d.rst
diff --git a/doc/fluid/api/nn/functional/conv2d.rst b/doc/fluid/api/nn/functional/conv2d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..bdf3753b941f5a6678575786eaeed8f8e4238d39
--- /dev/null
+++ b/doc/fluid/api/nn/functional/conv2d.rst
@@ -0,0 +1,11 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_functional_conv_conv2d:
+
+conv2d
+------
+
+..  autofunction:: paddle.nn.functional.conv.conv2d
+    :noindex:
+
diff --git a/doc/fluid/api/nn/functional/conv3d.rst b/doc/fluid/api/nn/functional/conv3d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..11588b19ac8b64b90b10a50faa61aefe74e6203c
--- /dev/null
+++ b/doc/fluid/api/nn/functional/conv3d.rst
@@ -0,0 +1,11 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_functional_conv_conv3d:
+
+conv3d
+------
+
+..  autofunction:: paddle.nn.functional.conv.conv3d
+    :noindex:
+
diff --git a/doc/fluid/api/nn/functional/conv_transpose2d.rst b/doc/fluid/api/nn/functional/conv_transpose2d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..da09490ed2f02740c80f64387f4f18dab4916825
--- /dev/null
+++ b/doc/fluid/api/nn/functional/conv_transpose2d.rst
@@ -0,0 +1,11 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_functional_conv_conv_transpose2d:
+
+conv_transpose2d
+----------------
+
+..  autofunction:: paddle.nn.functional.conv.conv_transpose2d
+    :noindex:
+
diff --git a/doc/fluid/api/nn/functional/conv_transpose3d.rst b/doc/fluid/api/nn/functional/conv_transpose3d.rst
new file mode 100644
index 0000000000000000000000000000000000000000..722a2d8b8ee481e43ab16bb1e69d46534c49f7d4
--- /dev/null
+++ b/doc/fluid/api/nn/functional/conv_transpose3d.rst
@@ -0,0 +1,11 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_functional_conv_conv_transpose3d:
+
+conv_transpose3d
+----------------
+
+..  autofunction:: paddle.nn.functional.conv.conv_transpose3d
+    :noindex:
+
diff --git a/doc/fluid/api/nn/functional/kl_div.rst b/doc/fluid/api/nn/functional/kl_div.rst
new file mode 100644
index 0000000000000000000000000000000000000000..ed9751f34c0d5c5aa23f8dad315093904c38886f
--- /dev/null
+++ b/doc/fluid/api/nn/functional/kl_div.rst
@@ -0,0 +1,11 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_functional_loss_kl_div:
+
+kl_div
+------
+
+..  autofunction:: paddle.nn.functional.loss.kl_div
+    :noindex:
+
diff --git a/doc/fluid/api/nn/loss/KLDivLoss.rst b/doc/fluid/api/nn/loss/KLDivLoss.rst
new file mode 100644
index 0000000000000000000000000000000000000000..a7057cda3d61bfc10d378276ec6a75b36f730d1b
--- /dev/null
+++ b/doc/fluid/api/nn/loss/KLDivLoss.rst
@@ -0,0 +1,13 @@
+..  THIS FILE IS GENERATED BY `gen_doc.{py|sh}`
+    !DO NOT EDIT THIS FILE MANUALLY!
+
+.. _api_nn_loss_KLDivLoss:
+
+KLDivLoss
+---------
+
+..  autoclass:: paddle.nn.loss.KLDivLoss
+    :members:
+    :inherited-members:
+    :noindex:
+