diff --git a/mindspore/model_zoo/mobilenetv2/src/dataset.py b/mindspore/model_zoo/mobilenetv2/src/dataset.py
index ef86b43a60..1edfcabfac 100644
--- a/mindspore/model_zoo/mobilenetv2/src/dataset.py
+++ b/mindspore/model_zoo/mobilenetv2/src/dataset.py
@@ -28,8 +28,8 @@ def create_dataset(dataset_path, do_train, config, platform, repeat_num=1, batch
     Args:
         dataset_path(string): the path of dataset.
         do_train(bool): whether dataset is used for train or eval.
-        repeat_num(int): the repeat times of dataset. Default: 1
-        batch_size(int): the batch size of dataset. Default: 32
+        repeat_num(int): the repeat times of dataset. Default: 1.
+        batch_size(int): the batch size of dataset. Default: 32.
 
     Returns:
         dataset
@@ -43,9 +43,12 @@ def create_dataset(dataset_path, do_train, config, platform, repeat_num=1, batch
             ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True,
                                          num_shards=rank_size, shard_id=rank_id)
     elif platform == "GPU":
-        from mindspore.communication.management import get_rank, get_group_size
-        ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True,
-                                     num_shards=get_group_size(), shard_id=get_rank())
+        if do_train:
+            from mindspore.communication.management import get_rank, get_group_size
+            ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True,
+                                         num_shards=get_group_size(), shard_id=get_rank())
+        else:
+            ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True)
     else:
         raise ValueError("Unsupport platform.")
 
diff --git a/mindspore/model_zoo/mobilenetv3/src/dataset.py b/mindspore/model_zoo/mobilenetv3/src/dataset.py
index aa62e5f4cb..ae5070e359 100644
--- a/mindspore/model_zoo/mobilenetv3/src/dataset.py
+++ b/mindspore/model_zoo/mobilenetv3/src/dataset.py
@@ -44,9 +44,12 @@ def create_dataset(dataset_path, do_train, config, platform, repeat_num=1, batch
             ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True,
                                          num_shards=rank_size, shard_id=rank_id)
     elif platform == "GPU":
-        from mindspore.communication.management import get_rank, get_group_size
-        ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True,
-                                     num_shards=get_group_size(), shard_id=get_rank())
+        if do_train:
+            from mindspore.communication.management import get_rank, get_group_size
+            ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True,
+                                         num_shards=get_group_size(), shard_id=get_rank())
+        else:
+            ds = de.ImageFolderDatasetV2(dataset_path, num_parallel_workers=8, shuffle=True)
     else:
         raise ValueError("Unsupport platform.")