diff --git a/official/nlp/mass/docker_start.sh b/official/nlp/mass/docker_start.sh
new file mode 100644
index 0000000000000000000000000000000000000000..6e5be3ccf91600eb83dab753313a62e93f8b84a0
--- /dev/null
+++ b/official/nlp/mass/docker_start.sh
@@ -0,0 +1,39 @@
+#!/bin/bash
+
+# Copyright(C) 2021 Huawei Technologies Co., Ltd
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+docker_image=$1
+data_dir=$2
+model_dir=$3
+
+docker run -it --ipc=host \
+               --device=/dev/davinci0 \
+               --device=/dev/davinci1 \
+               --device=/dev/davinci2 \
+               --device=/dev/davinci3 \
+               --device=/dev/davinci4 \
+               --device=/dev/davinci5 \
+               --device=/dev/davinci6 \
+               --device=/dev/davinci7 \
+               --device=/dev/davinci_manager \
+               --device=/dev/devmm_svm --device=/dev/hisi_hdc \
+               -v /usr/local/Ascend/driver:/usr/local/Ascend/driver \
+               -v /usr/local/Ascend/add-ons/:/usr/local/Ascend/add-ons/ \
+               -v ${model_dir}:${model_dir} \
+               -v ${data_dir}:${data_dir}  \
+               -v ~/ascend/log/npu/conf/slog/slog.conf:/var/log/npu/conf/slog/slog.conf \
+               -v ~/ascend/log/npu/slog/:/var/log/npu/slog -v ~/ascend/log/npu/profiling/:/var/log/npu/profiling \
+               -v ~/ascend/log/npu/dump/:/var/log/npu/dump -v ~/ascend/log/npu/:/usr/slog ${docker_image} \
+               /bin/bash