Fix sublayer

python/paddle/fluid/dygraph/layers.py

@@ -516,9 +516,6 @@ def forward(self, input):
     def parameters(self, include_sublayers=True):
         """Returns a list of all Parameters from current layer and its sub-layers.
 
-        Parameters:
-            include_sublayers(bool, optional): Whether include the parameters of sublayers. If True, also include the parameters from sublayers. Default: True
-
         Returns:
             list of Tensor : a list of Parameters.
 
@@ -588,11 +585,11 @@ def named_children(self):
                 memo.add(layer)
                 yield name, layer
 
-    def sublayers(self, include_sublayers=True):
+    def sublayers(self, include_self=False):
         """Returns a list of sub layers.
 
         Parameters:
-            include_sublayers(bool, optional): Whether return the sublayers of sublayers. If True, also include the sublayers of sublayers. Default: True
+            include_self(bool, optional): Whether return self as sublayers. Default: False
 
         Returns:
             list of Layer : a list of sub layers.
@@ -619,8 +616,7 @@ def forward(self, input):
         """
         ret = [
             layer
-            for _, layer in self.named_sublayers(
-                include_sublayers=include_sublayers)
+            for _, layer in self.named_sublayers(include_self=include_self)
         ]
         return ret
 
@@ -651,8 +647,7 @@ def named_parameters(self, prefix='', include_sublayers=True):
         params_set = set()
         named_sublayers = self.named_sublayers(
             prefix=prefix,
-            include_sublayers=include_sublayers,
-            include_self=True)
+            include_self=True) if include_sublayers else zip([prefix], [self])
         for layer_prefix, sublayer in named_sublayers:
             params = sublayer._parameters.items()
             for key, param in params:
@@ -662,18 +657,13 @@ def named_parameters(self, prefix='', include_sublayers=True):
                 name = layer_prefix + ('.' if layer_prefix else '') + key
                 yield name, param
 
-    def named_sublayers(self,
-                        prefix='',
-                        include_sublayers=True,
-                        include_self=False,
-                        layers_set=None):
+    def named_sublayers(self, prefix='', include_self=False, layers_set=None):
         """
         Returns an iterator over all sublayers in the Layer, yielding tuple of name and sublayer.
         The duplicate sublayer will only be yielded once.
 
         Parameters:
             prefix(str, optional): Prefix to prepend to all parameter names. Default: ''.
-            include_sublayers(bool, optional): Whether include the sublayers. Default: True.
             include_self(bool, optional): Whether include the Layer itself. Default: False.
             layers_set(set, optioanl): The set to record duplicate sublayers. Default: None.
 
@@ -697,17 +687,14 @@ def named_sublayers(self,
         if include_self and self not in layers_set:
             layers_set.add(self)
             yield prefix, self
-        if include_sublayers:
-            for key, layer in self._sub_layers.items():
-                if layer is None:
-                    continue
-                layer_prefix = prefix + ('.' if prefix else '') + key
-                for p, l in layer.named_sublayers(
-                        prefix=layer_prefix,
-                        include_sublayers=include_sublayers,
-                        include_self=True,
-                        layers_set=layers_set):
-                    yield p, l
+        for key, layer in self._sub_layers.items():
+            if layer is None:
+                continue
+            layer_prefix = prefix + ('.' if prefix else '') + key
+            for p, l in layer.named_sublayers(
+                    prefix=layer_prefix, include_self=True,
+                    layers_set=layers_set):
+                yield p, l
 
     def register_buffer(self, name, tensor, persistable=True):
         """
@@ -844,8 +831,7 @@ def named_buffers(self, prefix='', include_sublayers=True):
         buffers_set = set()
         named_sublayers = self.named_sublayers(
             prefix=prefix,
-            include_sublayers=include_sublayers,
-            include_self=True)
+            include_self=True) if include_sublayers else zip([prefix], [self])
         for layer_prefix, sublayer in named_sublayers:
             buffers = sublayer._buffers.items()
             for key, buffer in buffers:
@@ -1263,16 +1249,12 @@ def state_dict(self,
         return destination
 
     @framework.deprecate_stat_dict
-    def set_state_dict(self,
-                       state_dict,
-                       include_sublayers=True,
-                       use_structured_name=True):
+    def set_state_dict(self, state_dict, use_structured_name=True):
         '''
         Set parameters and persistable buffers from state_dict. All the parameters and buffers will be reset by the tensor in the state_dict
 
         Parameters:
             state_dict(dict) : Dict contains all the parameters and persistable buffers.
-            include_sublayers(bool, optional) : If true, also include the parameters and peresistable buffers from sublayers. Default: True
             use_structured_name(bool, optional) : If true, use structured name as key, otherwise, use parameter or buffer name as key. 
                                                   Default: True
         Returns:

python/paddle/fluid/dygraph/parallel.py

@@ -621,16 +621,12 @@ def state_dict(self,
             structured_name_prefix=structured_name_prefix)
 
     @framework.deprecate_stat_dict
-    def set_state_dict(self,
-                       state_dict,
-                       include_sublayers=True,
-                       use_structured_name=True):
+    def set_state_dict(self, state_dict, use_structured_name=True):
         '''
         Set parameters and persistable buffers from state_dict. All the parameters and buffers will be reset by the tensor in the state_dict
 
         Parameters:
             state_dict(dict) : Dict contains all the parameters and persistable buffers.
-            include_sublayers(bool, optional) : If true, also include the parameters and peresistable buffers from sublayers. Default: True
             use_structured_name(bool, optional) : If true, use structured name as key, otherwise, use parameter or buffer name as key. 
                                                   Default: True
         Returns:
@@ -656,9 +652,7 @@ def set_state_dict(self,
         '''
 
         self._layers.set_state_dict(
-            state_dict,
-            include_sublayers=include_sublayers,
-            use_structured_name=use_structured_name)
+            state_dict, use_structured_name=use_structured_name)
 
     # [aliases] Compatible with old method names
     set_dict = set_state_dict

python/paddle/fluid/tests/unittests/dygraph_to_static/transformer_dygraph_model.py

@@ -54,7 +54,7 @@ def __init__(self, process_cmd, d_model, dropout_rate):
                 self.functors.append(
                     self.add_sublayer(
                         "layer_norm_%d" % len(
-                            self.sublayers(include_sublayers=False)),
+                            [layer for layer in self.children()]),
                         LayerNorm(
                             normalized_shape=d_model,
                             param_attr=fluid.ParamAttr(

python/paddle/fluid/tests/unittests/test_imperative_basic.py

@@ -472,7 +472,7 @@ def test_mlp(self):
         self.assertEqual("linear_1.b_0", params[3].name)
         self.assertEqual(len(params), 4)
 
-        sublayers = mlp.sublayers(True)
+        sublayers = mlp.sublayers()
         self.assertEqual(mlp._linear1, sublayers[0])
         self.assertEqual(mlp._linear2, sublayers[1])
         self.assertEqual(len(sublayers), 2)

python/paddle/fluid/tests/unittests/test_imperative_named_members.py

@@ -52,10 +52,6 @@ def test_named_sublayers(self):
                                                            list_sublayers):
                 self.assertEqual(sublayer, expected_sublayer)
 
-            for name, sublayer in model.named_sublayers(
-                    include_sublayers=False):
-                self.assertEqual(model[name], sublayer)
-
             self.assertListEqual(
                 [l for _, l in list(model.named_sublayers(include_self=True))],
                 [model] + expected_sublayers)
@@ -71,7 +67,7 @@ def test_named_parameters(self):
 
             named_parameters = list(model.named_parameters())
             expected_named_parameters = list()
-            for prefix, layer in model.named_sublayers(include_sublayers=True):
+            for prefix, layer in model.named_sublayers():
                 for name, param in layer.named_parameters(
                         include_sublayers=False):
                     full_name = prefix + ('.' if prefix else '') + name

python/paddle/fluid/tests/unittests/test_layers.py

@@ -3718,6 +3718,36 @@ def test_set_train_eval_in_static_mode(self):
         self.assertFalse(net.training)
 
 
+class MyLayer(paddle.nn.Layer):
+    def __init__(self):
+        super(MyLayer, self).__init__()
+        self._linear = paddle.nn.Linear(1, 1)
+        self._dropout = paddle.nn.Dropout(p=0.5)
+
+    def forward(self, input):
+        temp = self._linear(input)
+        temp = self._dropout(temp)
+        return temp
+
+
+class MySuperLayer(paddle.nn.Layer):
+    def __init__(self):
+        super(MySuperLayer, self).__init__()
+        self._mylayer = MyLayer()
+
+    def forward(self, input):
+        temp = self._mylayer(input)
+        return temp
+
+
+class TestSubLayerCount(unittest.TestCase):
+    def test_sublayer(self):
+        with fluid.dygraph.guard():
+            mySuperlayer = MySuperLayer()
+            self.assertTrue(len(mySuperlayer.sublayers()) == 3)
+            self.assertTrue(len(mySuperlayer.sublayers(include_self=True)) == 4)
+
+
 if __name__ == '__main__':
     paddle.enable_static()
     unittest.main()