diff --git a/scripts/build/merge_whl_package.sh b/scripts/build/merge_whl_package.sh
new file mode 100755
index 00000000000..f79b0a8a788
--- /dev/null
+++ b/scripts/build/merge_whl_package.sh
@@ -0,0 +1,84 @@
+#!/bin/bash
+# Copyright 2022 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.
+# ============================================================================
+
+set -e
+BASEPATH=$(cd "$(dirname $0)"; pwd)
+MINDSPORE_ROOT_PATH=`realpath $BASEPATH/../../`
+BSAE_PACKAGE_UNZIP_DIR=./0
+PACKAGE_FILE_NAME=`basename $1`
+
+counter=0
+for whl in "$@"; do
+  echo "Unzip $whl ..."
+  unzip $whl -d $counter
+  ((++counter))
+done
+
+for ((i=1;i<$counter;i=$i+1))
+do
+  echo "Copy $i plugin files to 0 ..."
+  if [ -d "./$i/mindspore/lib/plugin" ]; then
+    \cp -rf ./$i/mindspore/lib/plugin/* $BSAE_PACKAGE_UNZIP_DIR/mindspore/lib/plugin
+  fi;
+  find ./$i/mindspore/_ms_mpi.*.so -print0 | xargs -0 -I {} \cp -f {} $BSAE_PACKAGE_UNZIP_DIR/mindspore/
+  if [ -f "./$i/mindspore/lib/libmpi_collective.so" ]; then
+    \cp -rf ./$i/mindspore/lib/libmpi_collective.so $BSAE_PACKAGE_UNZIP_DIR/mindspore/lib/
+  fi;
+  if [ -f "./$i/mindspore/lib/libmpi_adapter.so" ]; then
+    \cp -rf ./$i/mindspore/lib/libmpi_adapter.so $BSAE_PACKAGE_UNZIP_DIR/mindspore/lib/
+  fi;
+  if [ -f "./$i/mindspore/lib/libmindspore.so" ]; then
+    \cp -rf ./$i/mindspore/lib/libmindspore.so $BSAE_PACKAGE_UNZIP_DIR/mindspore/lib/
+  fi;
+  if [ -f "./$i/mindspore/lib/libmindspore_shared_lib.so" ]; then
+    \cp -rf ./$i/mindspore/lib/libmindspore_shared_lib.so $BSAE_PACKAGE_UNZIP_DIR/mindspore/lib/
+  fi;
+  rm -rf $i
+done
+
+export COMMIT_ID=`cat $BSAE_PACKAGE_UNZIP_DIR/mindspore/.commit_id | awk '{print $3}' | sed $'s/\'//g'`
+VERSION=`cat $BSAE_PACKAGE_UNZIP_DIR/mindspore/version.py | awk '{print $3}' | sed $'s/\'//g'`
+echo -n "$VERSION" > $MINDSPORE_ROOT_PATH/version.txt
+
+echo "Delete useless file ..."
+rm -f $BSAE_PACKAGE_UNZIP_DIR/mindspore/version.py
+rm -f $BSAE_PACKAGE_UNZIP_DIR/mindspore/default_config.py
+rm -f $BSAE_PACKAGE_UNZIP_DIR/mindspore/.commit_id
+rm -f $BSAE_PACKAGE_UNZIP_DIR/mindspore/lib/libakg.so
+
+echo "Repacking new wheel package ..."
+PACKAGE_WORK_DIR=$MINDSPORE_ROOT_PATH/build
+if [ -d "$PACKAGE_WORK_DIR/package" ]; then
+  rm -rf $PACKAGE_WORK_DIR/package
+fi
+mkdir -p $MINDSPORE_ROOT_PATH/mindspore/python/mindspore
+mkdir -p $PACKAGE_WORK_DIR
+PACKAGE_WORK_DIR=`realpath $PACKAGE_WORK_DIR`
+mv $BSAE_PACKAGE_UNZIP_DIR $PACKAGE_WORK_DIR/package
+export MS_PACKAGE_NAME="mindspore"
+export BACKEND_POLICY="ms"
+export BUILD_PATH=$PACKAGE_WORK_DIR
+cd $BUILD_PATH/package
+python $MINDSPORE_ROOT_PATH/setup.py bdist_wheel
+if [ -d "$MINDSPORE_ROOT_PATH/output" ]; then
+  rm -rf $MINDSPORE_ROOT_PATH/output
+fi
+mkdir -p $MINDSPORE_ROOT_PATH/output
+mv dist/*.whl $MINDSPORE_ROOT_PATH/output/$PACKAGE_FILE_NAME
+cd -
+cd $MINDSPORE_ROOT_PATH/output/
+echo "$(sha256sum $PACKAGE_FILE_NAME)" > $PACKAGE_FILE_NAME.sha256
+cd -