diff --git a/scripts/whl/BUILD_PYTHON_WHL_README.md b/scripts/whl/BUILD_PYTHON_WHL_README.md
index a9510072aab813ef1d4505ffe29170b00c968eb2..c25d3f7b32ee5e4834db3ee9602f4eef9f89fbd3 100644
--- a/scripts/whl/BUILD_PYTHON_WHL_README.md
+++ b/scripts/whl/BUILD_PYTHON_WHL_README.md
@@ -70,12 +70,12 @@
     If you just want to build for a specific Python verison, you can use `ALL_PYTHON` environment variable. eg:
 
     ```
-    ALL_PYTHON=35m ./scripts/whl/manylinux2010/build_wheel.sh
+    ALL_PYTHON="36m" ./scripts/whl/manylinux2010/build_wheel.sh
     ```
     If you just want to build with cpu only version, you can set `BUILD_WHL_CPU_ONLY` environment 'ON'. eg:
 
     ```
-    BUILD_WHL_CPU_ONLY=ON ALL_PYTHON=35m ./scripts/whl/manylinux2010/build_wheel.sh
+    BUILD_WHL_CPU_ONLY="ON" ALL_PYTHON="36m" ./scripts/whl/manylinux2010/build_wheel.sh
     ```
 
 ## build for macos
@@ -85,7 +85,7 @@
     If you just want to build for a specific Python verison, you can use `ALL_PYTHON` environment variable. eg:
 
     ```
-    ALL_PYTHON=3.5.9 ./scripts/whl/macos/macos_build_whl.sh
+    ALL_PYTHON="3.7.7" ./scripts/whl/macos/macos_build_whl.sh
     ```
 ## build for windows
     ```
@@ -94,10 +94,10 @@
     If you just want to build for a specific Python verison, you can use `ALL_PYTHON` environment variable. eg:
 
     ```
-    ALL_PYTHON=3.5.4 ./scripts/whl/windows/windows_build_whl.sh
+    ALL_PYTHON="3.8.3" ./scripts/whl/windows/windows_build_whl.sh
     ```
     If you just want to build with cpu only version, you can set `BUILD_WHL_CPU_ONLY` environment 'ON'. eg:
 
     ```
-    BUILD_WHL_CPU_ONLY='ON' ALL_PYTHON=3.5.4 ./scripts/whl/windows/windows_build_whl.sh
+    BUILD_WHL_CPU_ONLY="ON" ALL_PYTHON="3.8.3" ./scripts/whl/windows/windows_build_whl.sh
     ```
diff --git a/scripts/whl/manylinux2010/build_wheel.sh b/scripts/whl/manylinux2010/build_wheel.sh
index c4762356cc3fec20f32976fe64d4570a03b4e460..b9d16150e2f2a15cdf21de7794a1724a0eb196aa 100755
--- a/scripts/whl/manylinux2010/build_wheel.sh
+++ b/scripts/whl/manylinux2010/build_wheel.sh
@@ -100,4 +100,4 @@ if [ ${BUILD_WHL_CPU_ONLY} = "OFF" ]; then
     fi
 fi
 
-docker run -it --rm $TMPFS_ARGS -e UID=${USERID} -e LOCAL_VERSION=${LOCAL_VERSION} -e BUILD_WHL_CPU_ONLY=${BUILD_WHL_CPU_ONLY} -e ALL_PYTHON=${ALL_PYTHON} -v ${CUDA_ROOT_DIR}:/usr/local/cuda -v ${CUDNN_ROOT_DIR}:/opt/cudnn -v ${TENSORRT_ROOT_DIR}:/opt/tensorrt -v ${BASEDIR}:/home/code -v ${OUTPUTDIR}:/home/output:rw env_manylinux2010:latest /home/code/scripts/whl/manylinux2010/do_build.sh
+docker run -it --rm $TMPFS_ARGS -e UID=${USERID} -e LOCAL_VERSION=${LOCAL_VERSION} -e BUILD_WHL_CPU_ONLY=${BUILD_WHL_CPU_ONLY} -e ALL_PYTHON="${ALL_PYTHON}" -v ${CUDA_ROOT_DIR}:/usr/local/cuda -v ${CUDNN_ROOT_DIR}:/opt/cudnn -v ${TENSORRT_ROOT_DIR}:/opt/tensorrt -v ${BASEDIR}:/home/code -v ${OUTPUTDIR}:/home/output:rw env_manylinux2010:latest /home/code/scripts/whl/manylinux2010/do_build.sh