gitlab-runnerでdockerを使ったアプリを動かしたい

前提・実現したいこと

gitlab-runnerでdockerを使ったアプリを動かしたいです
以下の記事を参考にしています
https://qiita.com/1000k/items/64b0cc8acdd964112b00
jobを動かすとエラーが出ます
調べてもさっぱりなので質問させてもらいました

発生している問題・エラーメッセージ

gitlab
1Running with gitlab-runner 11.9.2 (fa86510e)
22   on Docker-in-Docker xRgVw-bn
33 Using Docker executor with image docker:latest ...
44 Starting service docker:dind ...
55 Using locally found image version due to if-not-present pull policy
66 Using docker image sha256:ba63cfbc76778322c00026aa3dd95002fb50da4312955b8a544269b9f8c0a2db for docker:dind ...
77 Waiting for services to be up and running...
88 Using locally found image version due to if-not-present pull policy
99 Using docker image sha256:8e347affc72a211a0fa374a5a4b0cacc9bcdf83c3dedbceb971ea41f82d29eb1 for docker:latest ...
1010
11Running on runner-xRgVw-bn-project-16016949-concurrent-0 via v133-18-174-136...
1200:02
1314 ERROR: Job failed (system failure): Error response from daemon: Cannot link to a non running container: /runner-xRgVw-bn-project-16016949-concurrent-0-docker-0 AS /runner-xRgVw-bn-project-16016949-concurrent-0-predefined-1/docker (executor_docker.go:1026:0s)

該当のソースコード

/etc/gitlab-runner/config.toml

toml
1concurrent = 1
2check_interval = 0
3
4[session_server]
5  session_timeout = 1800
6
7[[runners]]
8  name = "Docker-in-Docker"
9  url = "https://gitlab.com/"
10  token = "正常なトークン"
11  executor = "docker"
12  [runners.custom_build_dir]
13  [runners.docker]
14    tls_verify = false
15    image = "docker:latest"
16    privileged = true
17    disable_entrypoint_overwrite = false
18    oom_kill_disable = false
19    disable_cache = false
20    volumes = ["/cache"]
21    shm_size = 0
22    pull_policy = "if-not-present"
23  [runners.cache]
24    [runners.cache.s3]
25    [runners.cache.gcs]

.gitlab-ci.yml

yml
1image: docker:latest
2
3variables:
4  DOCKER_DRIVER: devicemapper
5
6services:
7  - docker:dind
8
9before_script:
10  - docker info
11  - apk update
12  - apk upgrade
13  - apk add python python-dev py-pip build-base
14  - pip install docker-compose
15
16build:
17  stage: build
18  script:
19    # To connect db from app, launch 'db' at first
20    - docker-compose up -d --build db
21    - docker-compose up -d --build app
22    - docker-compose ps
23    - docker-compose run app rake db:create
24    - docker-compose run app rails db:migrate RAILS_ENV=development
25    - docker-compose run --rm app bundle exec rspec

docker info

Client:
 Debug Mode: false

Server:
 Containers: 3
  Running: 0
  Paused: 0
  Stopped: 3
 Images: 4
 Server Version: 19.03.5
 Storage Driver: devicemapper
  Pool Name: docker-253:1-35358898-pool
以下省略

試したこと

gitlab-runnerのバージョンを11.9に下げてみる
https://gitlab.com/gitlab-org/gitlab-runner/issues/4361

docker infoでStorage Driverを調べて.gitlab-ci.ymlファイルを書き換えてみる

補足情報（FW/ツールのバージョンなど）

OS : CentOS Linux release 7.7.1908 (Core)
Docker : version 19.03.5, build 633a0ea
docker-compose : version 1.25.0, build 0a186604
gitlab-runner 11.9.2 (fa86510e)