diff --git a/paddlex/__init__.py b/paddlex/__init__.py
index 0bc80a6f29b581917939269f5e471c9685a1a693..96650dbb5be87bb12642327b39339f98cd70fba8 100644
--- a/paddlex/__init__.py
+++ b/paddlex/__init__.py
@@ -29,7 +29,6 @@ from . import cls
 from . import slim
 from . import convertor
 from . import tools
-from . import interpret
 from . import deploy
 
 try:
@@ -51,4 +50,7 @@ load_model = cv.models.load_model
 datasets = cv.datasets
 
 log_level = 2
+
+from . import interpret
+
 __version__ = '0.2.0.github'
diff --git a/paddlex/interpret/core/_session_preparation.py b/paddlex/interpret/core/_session_preparation.py
index e213da1c1ec447bfb57640f165c131b9f17cd9b3..3935338b540127efe0cfdd0349706ba19b1a6a0f 100644
--- a/paddlex/interpret/core/_session_preparation.py
+++ b/paddlex/interpret/core/_session_preparation.py
@@ -18,7 +18,7 @@ import paddle.fluid as fluid
 import paddlex as pdx
 import numpy as np
 from paddle.fluid.param_attr import ParamAttr
-from ..as_data_reader.readers import preprocess_image
+from paddlex.interpret.as_data_reader.readers import preprocess_image
 
 def gen_user_home():
     if "HOME" in os.environ:
@@ -125,4 +125,4 @@ def compute_features_for_kmeans(data_content):
     images = preprocess_image(data_content)  # transpose to [N, 3, H, W], scaled to [0.0, 1.0]
     result = exe.run(prog, fetch_list=[resized_features], feed={'image': images})
 
-    return result[0][0]
\ No newline at end of file
+    return result[0][0]
diff --git a/paddlex/interpret/core/interpretation_algorithms.py b/paddlex/interpret/core/interpretation_algorithms.py
index 601a96db1e7562179e0c73aabff85421f97a518e..eafb4850f5141dc86507fa12f0a345da8d713993 100644
--- a/paddlex/interpret/core/interpretation_algorithms.py
+++ b/paddlex/interpret/core/interpretation_algorithms.py
@@ -17,9 +17,10 @@ import numpy as np
 import time
 
 from . import lime_base
-from ..as_data_reader.readers import read_image
 from ._session_preparation import paddle_get_fc_weights, compute_features_for_kmeans, h_pre_models_kmeans
 from .normlime_base import combine_normlime_and_lime, get_feature_for_kmeans, load_kmeans_model
+from paddlex.interpret.as_data_reader.readers import read_image
+
 
 import cv2
 
diff --git a/paddlex/interpret/core/normlime_base.py b/paddlex/interpret/core/normlime_base.py
index 75f1e920c479cc060e8963ffb5710bf4c8ca57fa..c1ae902f33a39a3488bf6e9fd5035c295e4ac45f 100644
--- a/paddlex/interpret/core/normlime_base.py
+++ b/paddlex/interpret/core/normlime_base.py
@@ -16,7 +16,7 @@ import os
 import numpy as np
 import glob
 
-from ..as_data_reader.readers import read_image
+from paddlex.interpret.as_data_reader.readers import read_image
 from . import lime_base
 from ._session_preparation import compute_features_for_kmeans, h_pre_models_kmeans