Image build is optimized.

.gitlab-ci.yml

@@ -26,7 +26,13 @@ variables:
 before_script:
   - mkdir -p ~/.docker
   - echo $DOCKER_CONFIG_JSON | base64 -d > ~/.docker/config.json
-#  - echo "$DOCKER_PASSWORD" | docker login -u "$DOCKER_USERNAME" --password-stdin
+  - docker system prune -a -f --volumes || true
+  - docker container prune -f || true
+  - docker network prune -f || true
+  - docker image prune -a -f || true
+  - docker builder prune -f || true
+  -
+after_script:
   - docker system prune -a -f --volumes || true
   - docker container prune -f || true
   - docker network prune -f || true
@@ -35,7 +41,8 @@ before_script:
 
 build:
   stage: build
-  image: docker:dind
+  image: docker:latest
+#  image: docker:dind
   services:
     - name: docker:dind
       command: ["--host=fd://", "--tls=false", "--storage-driver=overlay2", "--mtu=1500", "--data-root=/mnt/volume"]
@@ -51,7 +58,8 @@ build:
 
 deploy:
   stage: deploy
-  image: docker:dind
+  image: docker:latest
+#  image: docker:dind
   services:
     - name: docker:dind
       command: ["--tls=false", "--storage-driver=overlay2", "--mtu=1500", "--data-root=/mnt/volume"]

flask_ml_api/Dockerfile

-FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime as build
+#FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime as build
+FROM pytorch/pytorch:1.10.0-cuda11.7-cudnn8-runtime as build
 
 RUN apt-get update && apt-get install -y --no-install-recommends \
     build-essential python3-venv && \
@@ -8,6 +9,9 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 RUN python3 -m venv /opt/myenv
 ENV PATH="/opt/myenv/bin:$PATH"
 
+WORKDIR /app
+COPY . /app
+
 RUN pip install --no-cache-dir Flask && \
     pip install --no-cache-dir matplotlib && \
     pip install --no-cache-dir scikit-learn && \
@@ -16,9 +20,10 @@ RUN pip install --no-cache-dir Flask && \
     pip install --no-cache-dir sentence_transformers && \
     pip install --no-cache-dir --upgrade setuptools wheel
 
-RUN docker system prune -a --volumes
+RUN rm -rf /root/.cache/pip
+
 
-FROM pytorch/pytorch:2.0.1-cuda11.7-cudnn8-runtime
+FROM pytorch/pytorch:1.10.0-cuda11.7-cudnn8-runtime
 COPY --from=build /opt/myenv /opt/myenv
 
 ENV PATH="/opt/myenv/bin:$PATH"