diff --git a/python/paddle/utils/download.py b/python/paddle/utils/download.py
index c5c7de678e..3af9a83f6a 100644
--- a/python/paddle/utils/download.py
+++ b/python/paddle/utils/download.py
@@ -140,6 +140,21 @@ def _map_path(url, root_dir):
     return osp.join(root_dir, fpath)
 
 
+def _get_unique_endpoints(trainer_endpoints):
+    # Sorting is to avoid different environmental variables for each card
+    trainer_endpoints.sort()
+    ips = set()
+    unique_endpoints = set()
+    for endpoint in trainer_endpoints:
+        ip = endpoint.split(":")[0]
+        if ip in ips:
+            continue
+        ips.add(ip)
+        unique_endpoints.add(endpoint)
+    logger.info("unique_endpoints {}".format(unique_endpoints))
+    return unique_endpoints
+
+
 def get_path_from_url(url, root_dir, md5sum=None, check_exist=True):
     """ Download from given url to root_dir.
     if file or directory specified by url is exists under
@@ -161,17 +176,20 @@ def get_path_from_url(url, root_dir, md5sum=None, check_exist=True):
     assert is_url(url), "downloading from {} not a url".format(url)
     # parse path after download to decompress under root_dir
     fullpath = _map_path(url, root_dir)
-
+    # Mainly used to solve the problem of downloading data from different 
+    # machines in the case of multiple machines. Different ips will download 
+    # data, and the same ip will only download data once.
+    unique_endpoints = _get_unique_endpoints(ParallelEnv().trainer_endpoints[:])
     if osp.exists(fullpath) and check_exist and _md5check(fullpath, md5sum):
         logger.info("Found {}".format(fullpath))
     else:
-        if ParallelEnv().local_rank == 0:
+        if ParallelEnv().current_endpoint in unique_endpoints:
             fullpath = _download(url, root_dir, md5sum)
         else:
             while not os.path.exists(fullpath):
                 time.sleep(1)
 
-    if ParallelEnv().local_rank == 0:
+    if ParallelEnv().current_endpoint in unique_endpoints:
         if tarfile.is_tarfile(fullpath) or zipfile.is_zipfile(fullpath):
             fullpath = _decompress(fullpath)