diff --git a/x2paddle/decoder/caffe_decoder.py b/x2paddle/decoder/caffe_decoder.py
index d9e926c57d2b4b5a3ecaa67c256d9bebb2e6e745..3d78365209e8f0871325049be76f258bb9c22d6e 100644
--- a/x2paddle/decoder/caffe_decoder.py
+++ b/x2paddle/decoder/caffe_decoder.py
@@ -88,39 +88,6 @@ class CaffeGraph(Graph):
             # filter them out here.
             if (not exclude) and (phase == 'test'):
                 exclude = (type_str == 'Dropout')
-                '''
-                如果要去除Dropout Layer的话，原先这里写的不对，因为还得修正下一层Layer的bottom指向
-
-                例如：
-                    layer {
-                      name: "pool_8x8_s1"
-                      type: "Pooling"
-                      bottom: "inception_c2_concat"
-                      top: "pool_8x8_s1"
-                      pooling_param {
-                        pool: AVE
-                        global_pooling: true
-                      }
-                    }
-                    layer {
-                      name: "pool_8x8_s1_drop"
-                      type: "Dropout"
-                      bottom: "pool_8x8_s1"
-                      top: "pool_8x8_s1_drop"
-                      dropout_param {
-                        dropout_ratio: 0.2
-                      }
-                    }
-                    layer {
-                      name: "classifier"
-                      type: "InnerProduct"
-                      bottom: "pool_8x8_s1_drop"
-                    }
-
-                这种prototxt形式下，直接去除pool_8x8_s1_drop不行
-                会导致dropout的下一层找不到正确的bottom而报错
-                需要将下一层里的bottom指向dropout的上一层
-                '''
                 if layer.type == 'Dropout':
                     drop_layer_top = layer.top[0]
                     drop_layer_bottom = layer.bottom[0]
diff --git a/x2paddle/op_mapper/caffe_op_mapper.py b/x2paddle/op_mapper/caffe_op_mapper.py
index 26e08cc907e0764f58c27c289291ca1c8415405b..e3eb5fe26147229eac61a3e1e8dd8b7e9ca578ef 100644
--- a/x2paddle/op_mapper/caffe_op_mapper.py
+++ b/x2paddle/op_mapper/caffe_op_mapper.py
@@ -444,7 +444,6 @@ class CaffeOpMapper(OpMapper):
             node.inputs) == 1, 'The count of ReLU node\'s input is not 1.'
         input = self.graph.get_bottom_node(node, idx=0, copy=True)
 
-        # 如果存在negative_slope，则相当于 LeakyReLU
         params = node.layer.relu_param
         if params.HasField('negative_slope') and params.negative_slope != 0:
             negative_slope = float(params.negative_slope)