diff --git a/.env b/.env
index d46934955d..d263c543e7 100644
--- a/.env
+++ b/.env
@@ -2,7 +2,7 @@ IMAGE_REPO=milvusdb
 IMAGE_ARCH=amd64
 OS_NAME=ubuntu18.04
 DATE_VERSION=20210715
-LATEST_DATE_VERSION=latest
+LATEST_DATE_VERSION=20210715
 MINIO_ADDRESS=minio:9000
 PULSAR_ADDRESS=pulsar://pulsar:6650
 ETCD_ENDPOINTS=etcd:2379
diff --git a/.github/workflows/publish-builder.yaml b/.github/workflows/publish-builder.yaml
index e27678f14f..a49ddb10eb 100644
--- a/.github/workflows/publish-builder.yaml
+++ b/.github/workflows/publish-builder.yaml
@@ -36,12 +36,13 @@ jobs:
       - name: Docker Pull
         shell: bash
         run: |
-          DATE_VERSION=latest docker-compose pull --ignore-pull-failures builder
+          docker-compose pull --ignore-pull-failures builder
       - name: Docker Build
         shell: bash
         run: |
-          DATE_VERSION=latest docker-compose build builder
           DATE_VERSION=${{ steps.extracter.outputs.version }} docker-compose build builder
+          export LATEST_DATE_VERSION=${{ steps.extracter.outputs.version }}
+          DATE_VERSION=latest docker-compose build builder
       - name: Docker Push
         if: success() && github.event_name == 'push' && github.repository == 'milvus-io/milvus'
         continue-on-error: true
@@ -49,14 +50,15 @@ jobs:
         run: |
           docker login -u ${{ secrets.DOCKERHUB_USER }} \
                        -p ${{ secrets.DOCKERHUB_TOKEN }}
-          DATE_VERSION=latest docker-compose push builder
           DATE_VERSION=${{ steps.extracter.outputs.version }} docker-compose push builder
+          DATE_VERSION=latest docker-compose push builder
       - name: Update Builder Image Changes
         if: success() && github.event_name == 'push' && github.repository == 'milvus-io/milvus'
         continue-on-error: true
         shell: bash
         run: |
           sed -i "s#^DATE_VERSION=.*#DATE_VERSION=${{ steps.extracter.outputs.version }}#g" .env
+          sed -i "s#^LATEST_DATE_VERSION=.*#LATEST_DATE_VERSION=${{ steps.extracter.outputs.version }}#g" .env
           git config --local user.email "41898282+github-actions[bot]@users.noreply.github.com"
           git config --local user.name "github-actions[bot]"
           git add .env
diff --git a/.github/workflows/publish-test-images.yaml b/.github/workflows/publish-test-images.yaml
index e6a0acd6fa..759606bc72 100644
--- a/.github/workflows/publish-test-images.yaml
+++ b/.github/workflows/publish-test-images.yaml
@@ -35,13 +35,13 @@ jobs:
         shell: bash
         working-directory: tests/docker
         run: |
-          IMAGE_TAG=latest docker-compose pull --ignore-pull-failures pytest
+          docker-compose pull --ignore-pull-failures pytest
       - name: Docker Build
         shell: bash
         working-directory: tests/docker
         run: |
-          docker-compose pull --ignore-pull-failures pytest
           IMAGE_TAG=${{ steps.extracter.outputs.version }}-${{ steps.extracter.outputs.sha_short }} docker-compose build pytest
+          export LATEST_IMAGE_TAG=${{ steps.extracter.outputs.version }}-${{ steps.extracter.outputs.sha_short }}
           IMAGE_TAG=latest docker-compose build pytest
       - name: Docker Push
         if: success() && github.event_name == 'push' && github.repository == 'milvus-io/milvus'
@@ -61,6 +61,7 @@ jobs:
         working-directory: tests/docker
         run: |
           sed -i "s#^IMAGE_TAG=.*#IMAGE_TAG=${{ steps.extracter.outputs.version }}-${{ steps.extracter.outputs.sha_short }}#g" .env
+          sed -i "s#^LATEST_IMAGE_TAG=.*#LATEST_IMAGE_TAG=${{ steps.extracter.outputs.version }}-${{ steps.extracter.outputs.sha_short }}#g" .env
           git config --local user.email "41898282+github-actions[bot]@users.noreply.github.com"
           git config --local user.name "github-actions[bot]"
           git add .env
diff --git a/tests/docker/.env b/tests/docker/.env
index 8e79aad012..fb6c2950b4 100644
--- a/tests/docker/.env
+++ b/tests/docker/.env
@@ -4,3 +4,4 @@ MILVUS_PYTEST_WORKSPACE=/milvus/tests/python_test
 MILVUS_PYTEST_LOG_PATH=/milvus/_artifacts/tests/pytest_logs
 IMAGE_REPO=milvusdb
 IMAGE_TAG=20210727-964af81
+LATEST_IMAGE_TAG=20210727-964af81
diff --git a/tests/docker/docker-compose.yml b/tests/docker/docker-compose.yml
index a66fcc69d6..64d1e138c8 100644
--- a/tests/docker/docker-compose.yml
+++ b/tests/docker/docker-compose.yml
@@ -7,7 +7,7 @@ services:
       context: ../..
       dockerfile: tests/docker/Dockerfile
       cache_from:
-        - ${IMAGE_REPO}/pytest:latest
+        - ${IMAGE_REPO}/pytest:${LATEST_IMAGE_TAG}
     shm_size: 2G
     environment:
       MILVUS_SERVICE_IP: ${MILVUS_SERVICE_IP}
diff --git a/tests/scripts/e2e.sh b/tests/scripts/e2e.sh
index e336f450cc..372ee6efd1 100755
--- a/tests/scripts/e2e.sh
+++ b/tests/scripts/e2e.sh
@@ -55,6 +55,10 @@ fi
 
 pushd "${ROOT}/tests/docker"
   docker-compose pull --ignore-pull-failures pytest
+  if [[ -z "${SKIP_CHECK_PYTEST_ENV:-}" ]]; then
+    docker-compose build pytest
+  fi
+
   if [[ "${TEST_ENV:-}" =~ ^kind*  ]]; then
     export PRE_EXIST_NETWORK="true"
     export PYTEST_NETWORK="kind"