fix reader

configs/MobileNetV3/MobileNetV3_large_x1_0.yaml

@@ -54,7 +54,7 @@ TRAIN:
 
 
 VALID:
-    batch_size: 32
+    batch_size: 1024
     num_workers: 4
     file_list: "./dataset/ILSVRC2012/val_list.txt"
     data_dir: "./dataset/ILSVRC2012/"

ppcls/data/reader.py

@@ -106,6 +106,21 @@ def create_file_list(params):
             fout.write(file_name + " 0" + "\n")
 
 
+def shuffle_lines(full_lines, seed=None):
+    """
+    random shuffle lines
+    Args:
+        full_lines(list):
+        seed(int): random seed
+    """
+    if seed is not None:
+        np.random.RandomState(seed).shuffle(full_lines)
+    else:
+        np.random.shuffle(full_lines)
+
+    return full_lines
+
+
 def get_file_list(params):
     """
     read label list from file and shuffle the list
@@ -119,6 +134,9 @@ def get_file_list(params):
     with open(params['file_list']) as flist:
         full_lines = [line.strip() for line in flist]
 
+    if params["mode"] == "train":
+        full_lines = shuffle_lines(full_lines, seed=params['shuffle_seed'])
+
     return full_lines
 
 
@@ -188,7 +206,7 @@ class Reader:
         the specific reader
     """
 
-    def __init__(self, config, mode='train', seed=None, places=None):
+    def __init__(self, config, mode='train', places=None):
         try:
             self.params = config[mode.upper()]
         except KeyError:
@@ -197,8 +215,6 @@ class Reader:
         use_mix = config.get('use_mix')
         self.params['mode'] = mode
         self.shuffle = mode == "train"
-        if seed is not None:
-            self.params['shuffle_seed'] = seed
 
         self.collate_fn = None
         self.batch_ops = []
@@ -224,7 +240,6 @@ class Reader:
     def __call__(self):
         batch_size = int(self.params['batch_size']) // trainers_num
 
-        self.params['shuffle_seed'] += 1
         dataset = CommonDataset(self.params)
 
         if self.params['mode'] == "train":