fix: fix result returned by stop_after

ppcls/arch/backbone/base/theseus_layer.py

@@ -1,4 +1,4 @@
-from typing import List, Union, Callable, Any
+from typing import List, Dict, Union, Callable, Any
 from paddle import nn
 from ppcls.utils import logger
 
@@ -19,7 +19,6 @@ class TheseusLayer(nn.Layer):
         self.pruner = None
         self.quanter = None
 
-    # TODO(gaotingquan): weishengyu
     def _return_dict_hook(self, layer, input, output):
         res_dict = {"output": output}
         for res_key in list(self.res_dict):
@@ -54,7 +53,7 @@ class TheseusLayer(nn.Layer):
                     sub_layer_parent = sub_layer_parent.sub_layer
                 pattern_list = pattern_list[1:]
             if sub_layer_parent is None:
-                msg = f"Not found layer by name({pattern_list[0]}) specifed in pattern({pattern})."
+                msg = f"Not found parent layer of sub-layer by name({pattern_list[0]}) specifed in pattern({pattern})."
                 logger.warning(msg)
                 continue
 
@@ -62,17 +61,33 @@ class TheseusLayer(nn.Layer):
             if '[' in pattern_list[0]:
                 sub_layer_name = pattern_list[0].split('[')[0]
                 sub_layer_index = pattern_list[0].split('[')[1].split(']')[0]
-                sub_layer = getattr(sub_layer_parent,
-                                    sub_layer_name)[sub_layer_index]
-                if not isinstance(sub_layer, TheseusLayer):
-                    sub_layer = wrap_theseus(sub_layer)
+            else:
+                sub_layer_name = pattern_list[0]
+                sub_layer_index = None
+
+            sub_layer = getattr(sub_layer_parent, sub_layer_name, False)
+
+            if sub_layer is False:
+                msg = f"Not found sub-layer by name({pattern_list[0]}) specifed in pattern({pattern})."
+                logger.warning(msg)
+                continue
+
+            try:
+                sub_layer = sub_layer[
+                    sub_layer_index] if sub_layer_index is not None else sub_layer
+            except KeyError as e:
+                msg = f"Not found sub-layer by index({sub_layer_index}) specifed in pattern({pattern})."
+                logger.warning(msg)
+                continue
+
+            if not isinstance(sub_layer, TheseusLayer):
+                sub_layer = wrap_theseus(sub_layer)
+
+            if sub_layer_index:
                 getattr(sub_layer_parent,
                         sub_layer_name)[sub_layer_index] = sub_layer
             else:
-                sub_layer = getattr(sub_layer_parent, pattern_list[0])
-                if not isinstance(sub_layer, TheseusLayer):
-                    sub_layer = wrap_theseus(sub_layer)
-                setattr(sub_layer_parent, pattern_list[0], sub_layer)
+                setattr(sub_layer_parent, sub_layer_name, sub_layer)
 
             handle_res = handle_func(sub_layer, pattern)
             handle_res_dict[pattern] = handle_res
@@ -136,7 +151,7 @@ class TheseusLayer(nn.Layer):
         return self._find_layers_handle(
             layer_name_pattern, handle_func=replace_function)
 
-    # stop doesn't work when stop layer has a parallel branch.
+    # TODO(weishengyu): stop doesn't work when stop layer has a parallel branch.
     def stop_after(self, stop_layer_name: str) -> bool:
         """stop forward and backward after 'stop_layer_name'.
 
@@ -176,14 +191,15 @@ class TheseusLayer(nn.Layer):
                 return False
         return True
 
-    def update_res(self, return_patterns: Union[str, List[str]]) -> bool:
+    def update_res(self,
+                   return_patterns: Union[str, List[str]]) -> Dict[str, bool]:
         """update the results needed returned.
 
         Args:
-            return_patterns (Union[str, List[str]]): The layer(s)' name to be retruened.
+            return_patterns (Union[str, List[str]]): [description]
 
         Returns:
-            bool: 'True' if successful, 'False' otherwise.
+            Dict[str, bool]: The pattern(str) is be set successfully if True(bool), failed otherwise.
         """
 
         class Handler(object):
@@ -194,6 +210,7 @@ class TheseusLayer(nn.Layer):
                 layer.res_dict = self.res_dict
                 layer.res_name = pattern
                 layer.register_forward_post_hook(layer._save_sub_res_hook)
+                return True
 
         handle_func = Handler(self.res_dict)