diff --git a/mmcv/runner/checkpoint.py b/mmcv/runner/checkpoint.py
index 1386cc088..bffb6034b 100644
--- a/mmcv/runner/checkpoint.py
+++ b/mmcv/runner/checkpoint.py
@@ -25,6 +25,9 @@ open_mmlab_model_urls = {
     'jhu/resnext101_32x4d_gn_ws': 'https://s3.ap-northeast-2.amazonaws.com/open-mmlab/pretrain/third_party/resnext101_32x4d_gn_ws-34ac1a9e.pth',  # noqa: E501
     'jhu/resnext50_32x4d_gn': 'https://s3.ap-northeast-2.amazonaws.com/open-mmlab/pretrain/third_party/resnext50_32x4d_gn-c7e8b754.pth',  # noqa: E501
     'jhu/resnext101_32x4d_gn': 'https://s3.ap-northeast-2.amazonaws.com/open-mmlab/pretrain/third_party/resnext101_32x4d_gn-ac3bb84e.pth',  # noqa: E501
+    'msra/hrnetv2_w18': 'https://s3.ap-northeast-2.amazonaws.com/open-mmlab/pretrain/third_party/hrnetv2_w18-00eb2006.pth',  # noqa: E501
+    'msra/hrnetv2_w32': 'https://s3.ap-northeast-2.amazonaws.com/open-mmlab/pretrain/third_party/hrnetv2_w32-dc9eeb4f.pth',  # noqa: E501
+    'msra/hrnetv2_w40': 'https://s3.ap-northeast-2.amazonaws.com/open-mmlab/pretrain/third_party/hrnetv2_w40-ed0b031c.pth',  # noqa: E501
 }  # yapf: disable
 
 
@@ -57,11 +60,11 @@ def load_state_dict(module, state_dict, strict=False, logger=None):
         try:
             own_state[name].copy_(param)
         except Exception:
-            raise RuntimeError('While copying the parameter named {}, '
-                               'whose dimensions in the model are {} and '
-                               'whose dimensions in the checkpoint are {}.'
-                               .format(name, own_state[name].size(),
-                                       param.size()))
+            raise RuntimeError(
+                'While copying the parameter named {}, '
+                'whose dimensions in the model are {} and '
+                'whose dimensions in the checkpoint are {}.'.format(
+                    name, own_state[name].size(), param.size()))
     missing_keys = set(own_state.keys()) - set(state_dict.keys())
 
     err_msg = []