Image build is optimized.

.gitlab-ci.yml

@@ -42,16 +42,12 @@ after_script:
 build:
   stage: build
   image: docker:latest
-#  image: docker:dind
   services:
     - name: docker:dind
-      command: ["--host=fd://", "--tls=false", "--storage-driver=overlay2", "--mtu=1500", "--data-root=/mnt/volume"]
+      command: ["--host=tcp://0.0.0.0:2375", "--tls=false", "--storage-driver=overlay2", "--mtu=1500", "--data-root=/mnt/volume"]
   script:
     - docker buildx create --use
-    #    - docker build --cache-from=flask-backend-full --no-cache --progress=plain -t flask-backend-full -f flask_ml_api/Dockerfile .
     - docker build --cache-from=22baar1mst/asyst-nlp-grader --no-cache --progress=plain -t 22baar1mst/asyst-nlp-grader:latest -f flask_ml_api/Dockerfile .
-#    - docker build --no-cache --progress=plain -t 22baar1mst/asyst-nlp-grader:latest -f flask_ml_api/Dockerfile .
-    - echo $DOCKER_REPO
     - docker push 22baar1mst/asyst-nlp-grader:latest
   only:
     - master
@@ -59,7 +55,6 @@ build:
 deploy:
   stage: deploy
   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:1.10.0-cuda11.3-cudnn8-runtime as build
 
 RUN apt-get update && apt-get install -y --no-install-recommends \
@@ -14,19 +13,11 @@ COPY . /app
 
 RUN pip install --no-cache-dir Flask matplotlib scikit-learn transformers pandas sentence_transformers && \
     pip install --no-cache-dir --upgrade setuptools wheel && \
-    rm -rf /root/.cache/pip \
-
-#RUN pip install --no-cache-dir Flask && \
-#    pip install --no-cache-dir matplotlib && \
-#    pip install --no-cache-dir scikit-learn && \
-#    pip install --no-cache-dir transformers && \
-#    pip install --no-cache-dir pandas && \
-#    pip install --no-cache-dir sentence_transformers && \
-#    pip install --no-cache-dir --upgrade setuptools wheel
-#RUN rm -rf /root/.cache/pip
+    rm -rf /root/.cache/pip
 
 
 FROM pytorch/pytorch:1.10.0-cuda11.3-cudnn8-runtime
+
 COPY --from=build /opt/myenv /opt/myenv
 
 ENV PATH="/opt/myenv/bin:$PATH"