diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f0f0ce5..9aa780a 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -45,7 +45,6 @@ pvedeploy:
     - docker login --username=${DOCKER_USERNAME} --password=${DOCKER_PASSWORD} ${DOCKER_REGION}
     - docker pull ${IMAGE_NAME}
     - docker run -t -d --name ${APP_NAME} -p 8080:80 ${IMAGE_NAME}
-    - gunicorn api:app -c gunicorn.conf.py
   cache:
     policy: pull
 
@@ -72,7 +71,6 @@ ali2deploy:
     - docker login --username=${DOCKER_USERNAME} --password=${DOCKER_PASSWORD} ${DOCKER_REGION}
     - docker pull ${IMAGE_NAME}
     - docker run -t -d --name ${APP_NAME} -p 127.0.0.1:5012:80 ${IMAGE_NAME}
-    - gunicorn api:app -c gunicorn.conf.py
   cache:
     policy: pull
   when: manual
diff --git a/Dockerfile b/Dockerfile
index 2f4e320..626891b 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -2,5 +2,5 @@ FROM python:3.7-alpine
 COPY requirements.txt /app/requirements.txt
 WORKDIR /app
 RUN pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
-COPY . /app
-CMD ["python"]
\ No newline at end of file
+COPY . .
+CMD sh go.sh && python
\ No newline at end of file
diff --git a/go.sh b/go.sh
index 1edbaf6..344c3a0 100644
--- a/go.sh
+++ b/go.sh
@@ -1,3 +1,3 @@
 #!/bin/sh
 echo start
-gunicorn api:app -c gunicorn.conf.py
\ No newline at end of file
+exec gunicorn api:app -c gunicorn.conf.py
\ No newline at end of file