fix dpn (#416)

ppcls/modeling/architectures/dpn.py

@@ -209,7 +209,7 @@ class DualPathFactory(nn.Layer):
 
 
 class DPN(nn.Layer):
-    def __init__(self, layers=60, class_dim=1000):
+    def __init__(self, layers=68, class_dim=1000):
         super(DPN, self).__init__()
 
         self._class_dim = class_dim
@@ -230,7 +230,7 @@ class DPN(nn.Layer):
         self.conv1_x_1_func = ConvBNLayer(
             num_channels=3,
             num_filters=init_num_filter,
-            filter_size=3,
+            filter_size=init_filter_size,
             stride=2,
             pad=1,
             act='relu',

ppcls/utils/save_load.py

@@ -57,7 +57,7 @@ def load_dygraph_pretrain(model, path=None, load_static_weights=False):
         for key in model_dict.keys():
             weight_name = model_dict[key].name
             if weight_name in pre_state_dict.keys():
-                print('Load weight: {}, shape: {}'.format(
+                logger.info('Load weight: {}, shape: {}'.format(
                     weight_name, pre_state_dict[weight_name].shape))
                 param_state_dict[key] = pre_state_dict[weight_name]
             else: