diff --git a/model_zoo/official/cv/faster_rcnn/README.md b/model_zoo/official/cv/faster_rcnn/README.md
index a8f51df89d0..182e7df24b7 100644
--- a/model_zoo/official/cv/faster_rcnn/README.md
+++ b/model_zoo/official/cv/faster_rcnn/README.md
@@ -118,7 +118,7 @@ epoch: 12 step: 7393, rpn_loss: 0.00691, rcnn_loss: 0.10168, rpn_cls_loss: 0.005
  
 ```
 # infer
-sh run_infer.sh [VALIDATION_DATASET_PATH] [CHECKPOINT_PATH]
+sh run_eval.sh [VALIDATION_JSON_FILE] [CHECKPOINT_PATH]
 ```
  
 > checkpoint can be produced in training process.
diff --git a/model_zoo/official/cv/faster_rcnn/eval.py b/model_zoo/official/cv/faster_rcnn/eval.py
index d8dd2ed79ad..2c8be8d3542 100644
--- a/model_zoo/official/cv/faster_rcnn/eval.py
+++ b/model_zoo/official/cv/faster_rcnn/eval.py
@@ -108,7 +108,7 @@ if __name__ == '__main__':
     prefix = "FasterRcnn_eval.mindrecord"
     mindrecord_dir = config.mindrecord_dir
     mindrecord_file = os.path.join(mindrecord_dir, prefix)
-    if not os.path.exists(mindrecord_file):
+    if args_opt.rank_id == 0 and not os.path.exists(mindrecord_file):
         if not os.path.isdir(mindrecord_dir):
             os.makedirs(mindrecord_dir)
         if args_opt.dataset == "coco":
@@ -126,5 +126,8 @@ if __name__ == '__main__':
             else:
                 print("IMAGE_DIR or ANNO_PATH not exits.")
 
+    while not os.path.exists(mindrecord_file  + ".db"):
+        time.sleep(5)
+
     print("Start Eval!")
     FasterRcnn_eval(mindrecord_file, args_opt.checkpoint_path, args_opt.ann_file)
diff --git a/model_zoo/official/cv/faster_rcnn/scripts/run_eval.sh b/model_zoo/official/cv/faster_rcnn/scripts/run_eval.sh
index 07bdfac1dd8..95199a55bdd 100755
--- a/model_zoo/official/cv/faster_rcnn/scripts/run_eval.sh
+++ b/model_zoo/official/cv/faster_rcnn/scripts/run_eval.sh
@@ -16,7 +16,7 @@
 
 if [ $# != 2 ]
 then 
-    echo "Usage: sh run_eval.sh [ANN_FILE] [CHECKPOINT_PATH]"
+    echo "Usage: sh run_eval.sh [VALIDATION_JSON_FILE] [CHECKPOINT_PATH]"
 exit 1
 fi
 
diff --git a/model_zoo/official/cv/faster_rcnn/train.py b/model_zoo/official/cv/faster_rcnn/train.py
index 2e6a35be6db..8e3ccdfbbc7 100644
--- a/model_zoo/official/cv/faster_rcnn/train.py
+++ b/model_zoo/official/cv/faster_rcnn/train.py
@@ -16,6 +16,7 @@
 """train FasterRcnn and get checkpoint files."""
 
 import os
+import time
 import argparse
 import random
 import numpy as np
@@ -72,7 +73,7 @@ if __name__ == '__main__':
     prefix = "FasterRcnn.mindrecord"
     mindrecord_dir = config.mindrecord_dir
     mindrecord_file = os.path.join(mindrecord_dir, prefix + "0")
-    if not os.path.exists(mindrecord_file):
+    if rank == 0 and not os.path.exists(mindrecord_file):
         if not os.path.isdir(mindrecord_dir):
             os.makedirs(mindrecord_dir)
         if args_opt.dataset == "coco":
@@ -90,6 +91,9 @@ if __name__ == '__main__':
             else:
                 print("IMAGE_DIR or ANNO_PATH not exits.")
 
+    while not os.path.exists(mindrecord_file + ".db"):
+        time.sleep(5)
+
     if not args_opt.only_create_dataset:
         loss_scale = float(config.loss_scale)