Docker Build Fails - Gitlab CI with GKE. Cannot connect to the Docker daemon at tcp://localhost:2375. Is the docker daemon running?

I Integrated Google Kubernetes Engine with my Gitlab repo and created a cluster from gitlab.
Now I am trying to build my docker image using gitlab-ci and push it to Google Container Registry.
But I keep getting this error:

Running with gitlab-runner 11.2.0 (35e8515d)
  on gitlab runner vm instance 4e6e33ed
Using Docker executor with image docker:latest ...
Starting service docker:dind ...
Pulling docker image docker:dind ...
Using docker image sha256:edbe3f3ad406799b528fe6633c5553725860566b638cdc252e0520010436869f for docker:dind ...
Waiting for services to be up and running...

*** WARNING: Service runner-4e6e33ed-project-8016623-concurrent-0-docker-0 probably didn't start properly.

Health check error:
ContainerStart: Error response from daemon: Cannot link to a non running container: /runner-4e6e33ed-project-8016623-concurrent-0-docker-0 AS /runner-4e6e33ed-project-8016623-concurrent-0-docker-0-wait-for-service/service (executor_docker.go:1305:0s)

Service container logs:
2018-11-14T13:02:37.917684152Z mount: permission denied (are you root?)
2018-11-14T13:02:37.917743944Z Could not mount /sys/kernel/security.
2018-11-14T13:02:37.917747902Z AppArmor detection and --privileged mode might break.
2018-11-14T13:02:37.917750733Z mount: permission denied (are you root?)


Pulling docker image docker:latest ...
Using docker image sha256:062267097b77e3ecf374b437e93fefe2bbb2897da989f930e4750752ddfc822a for docker:latest ...
Running on runner-4e6e33ed-project-8016623-concurrent-0 via gitlab-runners..

# Running before_script commands here

# Error Comes on Docker build command
Cannot connect to the Docker daemon at tcp://localhost:2375. Is the docker daemon running?
ERROR: Job failed: exit code 1

This is my gitlab-ci.yml.

- docker:dind

  - apk update && apk upgrade && apk add --no-cache bash openssh
  DOCKER_DRIVER: overlay2

- build

  stage: build
  image: docker:latest
    DOCKER_HOST: tcp://localhost:2375
   # Pre-requisites required to install google cloud sdk on gitlab runner
   - export COMMIT_SHA=$(echo $CI_COMMIT_SHA | cut -c1-8)
   - apk update
   - apk upgrade
   - apk add --update ca-certificates
   - apk add --update -t deps curl
   - apk del --purge deps
   - rm /var/cache/apk/*
    # Build our image using docker
    - docker build -t $GCP_PROJECT_ID/$CI_PROJECT_NAME:$COMMIT_SHA .

    # Write our GCP service account private key into a file
    - echo $GCLOUD_SERVICE_KEY | base64 -d > ${HOME}/gcloud-service-key.json
    # Download and install Google Cloud SDK
    - wget
    - tar zxvf google-cloud-sdk.tar.gz && ./google-cloud-sdk/ --usage-reporting=false --path-update=true
    # Update gcloud components
    - google-cloud-sdk/bin/gcloud --quiet components update

    # Give access to gcloud project
    - google-cloud-sdk/bin/gcloud auth activate-service-account --key-file ${HOME}/gcloud-service-key.json || die "unable to authenticate service account for gcloud"
    # Get current projects credentials to access it
    - google-cloud-sdk/bin/gcloud container clusters get-credentials gitlab-kube --zone cluster-zone --project project-id
    # Configure container registry to push using docker
    - docker login -u _json_key --password-stdin < ${HOME}/gcloud-service-key.json

    # Push the image using docker

The docker image is building on local.
Also I saw on various posts to update the config.toml file but I dont have one in my project. Where to add that file?