diff --git a/model_zoo/deeplabv3/scripts/run_distribute_pretrain.sh b/model_zoo/deeplabv3/scripts/run_distribute_pretrain.sh
new file mode 100644
index 00000000000..de6f508051f
--- /dev/null
+++ b/model_zoo/deeplabv3/scripts/run_distribute_pretrain.sh
@@ -0,0 +1,66 @@
+#!/bin/bash
+# Copyright 2020 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.
+# ============================================================================
+ 
+echo "=============================================================================================================="
+echo "Please run the scipt as: "
+echo "bash run_distribute_pretrain.sh DEVICE_NUM EPOCH_SIZE DATA_DIR MINDSPORE_HCCL_CONFIG_PATH"
+echo "for example: bash run_distribute_train.sh 8 40 /path/zh-wiki/ /path/hccl.json"
+echo "It is better to use absolute path."
+echo "=============================================================================================================="
+ 
+EPOCH_SIZE=$2
+DATA_DIR=$3
+ 
+export MINDSPORE_HCCL_CONFIG_PATH=$4
+export RANK_TABLE_FILE=$4
+export RANK_SIZE=$1
+cores=`cat /proc/cpuinfo|grep "processor" |wc -l`
+echo "the number of logical core" $cores
+avg_core_per_rank=`expr $cores \/ $RANK_SIZE`
+core_gap=`expr $avg_core_per_rank \- 1`
+echo "avg_core_per_rank" $avg_core_per_rank
+echo "core_gap" $core_gap
+for((i=0;i<RANK_SIZE;i++))
+do
+    start=`expr $i \* $avg_core_per_rank`
+    export DEVICE_ID=$i
+    export RANK_ID=$i
+    export DEPLOY_MODE=0
+    export GE_USE_STATIC_MEMORY=1
+    end=`expr $start \+ $core_gap`
+    cmdopt=$start"-"$end
+ 
+    rm -rf LOG$i
+    mkdir ./LOG$i
+    cp  *.py ./LOG$i
+    cd ./LOG$i || exit
+    echo "start training for rank $i, device $DEVICE_ID"
+    mkdir -p ms_log
+    CUR_DIR=`pwd`
+    export GLOG_log_dir=${CUR_DIR}/ms_log
+    export GLOG_logtostderr=0
+    env > env.log
+    taskset -c $cmdopt python ../train.py  \
+    --distribute="true" \
+    --epoch_size=$EPOCH_SIZE \
+    --device_id=$DEVICE_ID \
+    --enable_save_ckpt="true" \
+    --checkpoint_url="/store1/deeplabv3/deeplabv3_split_url/train/checkpoint/CKP-12_732.ckpt" \
+    --save_checkpoint_steps=10000 \
+    --save_checkpoint_num=1 \
+    --data_url=$DATA_DIR > log.txt 2>&1 &
+    cd ../
+done
\ No newline at end of file
diff --git a/model_zoo/deeplabv3/scripts/run_eval.sh b/model_zoo/deeplabv3/scripts/run_eval.sh
new file mode 100644
index 00000000000..a3596e0be34
--- /dev/null
+++ b/model_zoo/deeplabv3/scripts/run_eval.sh
@@ -0,0 +1,31 @@
+# Copyright 2020 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
+#
+# httpwww.apache.orglicensesLICENSE-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.
+# ============================================================================
+echo "=============================================================================================================="
+echo "Please run the scipt as: "
+echo "bash run_eval.sh DEVICE_ID EPOCH_SIZE DATA_DIR"
+echo "for example: bash run_eval.sh 0 /path/zh-wiki/ "
+echo "=============================================================================================================="
+ 
+DEVICE_ID=$1
+DATA_DIR=$2
+ 
+mkdir -p ms_log 
+CUR_DIR=`pwd`
+export GLOG_log_dir=${CUR_DIR}/ms_log
+export GLOG_logtostderr=0
+python evaluation.py  \
+    --device_id=$DEVICE_ID \
+    --checkpoint_url="/store1/deeplabv3/deeplabv3_split_url/train/checkpoint/CKP-12_732.ckpt" \
+    --data_url=$DATA_DIR > log.txt 2>&1 &
\ No newline at end of file
diff --git a/model_zoo/deeplabv3/scripts/run_standalone_train.sh b/model_zoo/deeplabv3/scripts/run_standalone_train.sh
new file mode 100644
index 00000000000..91fa03194e9
--- /dev/null
+++ b/model_zoo/deeplabv3/scripts/run_standalone_train.sh
@@ -0,0 +1,37 @@
+# Copyright 2020 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
+#
+# httpwww.apache.orglicensesLICENSE-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.
+# ============================================================================
+echo "=============================================================================================================="
+echo "Please run the scipt as: "
+echo "bash run_standalone_pretrain.sh DEVICE_ID EPOCH_SIZE DATA_DIR"
+echo "for example: bash run_standalone_train.sh 0 40 /path/zh-wiki/ "
+echo "=============================================================================================================="
+ 
+DEVICE_ID=$1
+EPOCH_SIZE=$2
+DATA_DIR=$3
+ 
+mkdir -p ms_log 
+CUR_DIR=`pwd`
+export GLOG_log_dir=${CUR_DIR}/ms_log
+export GLOG_logtostderr=0
+python train.py  \
+    --distribute="false" \
+    --epoch_size=$EPOCH_SIZE \
+    --device_id=$DEVICE_ID \
+    --enable_save_ckpt="true" \
+    --checkpoint_url="/store1/deeplabv3/deeplabv3_split_url/train/checkpoint/CKP-12_732.ckpt" \
+    --save_checkpoint_steps=10000 \
+    --save_checkpoint_num=1 \
+    --data_url=$DATA_DIR > log.txt 2>&1 &
\ No newline at end of file