[latency predictor] Solve the bug of downloading predictors' files (#1107)

paddleslim/analysis/_utils.py

@@ -19,11 +19,15 @@ import paddle
 import paddleslim
 import subprocess
 import time
+import urllib.request as request
+import ssl
 __all__ = [
     "save_cls_model", "save_det_model", "nearest_interpolate", "opt_model",
     "load_predictor"
 ]
 
+PREDICTOR_URL = 'https://paddlemodels.bj.bcebos.com/PaddleSlim/analysis/'
+
 
 def opt_model(opt="paddle_lite_opt",
               model_file='',
@@ -200,9 +204,11 @@ def download_predictor(op_dir, op):
 
     op_path = os.path.join(op_dir, op + '_predictor.pkl')
     if not os.path.exists(op_path):
-        subprocess.call(
-            f'wget -P {op_dir} https://paddlemodels.bj.bcebos.com/PaddleSlim/analysis/{op_path}',
-            shell=True)
+        # NOTE: To solve the 'SSL: certificate verify failed' error.
+        ssl._create_default_https_context = ssl._create_unverified_context
+        url = PREDICTOR_URL + op_path
+        request.urlretrieve(url, op_path)
+        print('Successfully download {}!'.format(op_path))
     return op_path
 
 

paddleslim/analysis/latency_predictor.py

@@ -24,8 +24,12 @@ from ._utils import opt_model, load_predictor, nearest_interpolate
 import paddle
 import paddleslim
 import warnings
+import urllib.request as request
+import ssl
 __all__ = ["LatencyPredictor", "TableLatencyPredictor"]
 
+TABLE_URL = 'https://paddlemodels.bj.bcebos.com/PaddleSlim/analysis/'
+
 
 def format_Warning(message, category, filename, lineno, line=''):
     return str(filename) + ':' + str(
@@ -86,10 +90,11 @@ class TableLatencyPredictor(LatencyPredictor):
             self.table_file = f'{self.hardware}_threads_4_power_mode_0.pkl'
             self.predictor_state = True
             if not os.path.exists(self.table_file):
-                subprocess.call(
-                    f'wget https://paddlemodels.bj.bcebos.com/PaddleSlim/analysis/{self.table_file}',
-                    shell=True)
-
+                # NOTE: To solve the 'SSL: certificate verify failed' error.
+                ssl._create_default_https_context = ssl._create_unverified_context
+                url = TABLE_URL + self.table_file
+                request.urlretrieve(url, self.table_file)
+                print('Successfully download {}!'.format(self.table_file))
         assert os.path.exists(
             self.table_file
         ), f'{self.table_file} does not exist. If you want to use our table files, please set \'table_file\' in {TableLatencyPredictor.hardware_list}'