Fix docker image build (#19759)

* Use 2 jobs for the docker image build (latest torch + DS)

* fix

* Add comment

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

.github/workflows/build-docker-images.yml

@@ -111,6 +111,27 @@ jobs:
             REF=main
           push: true
           tags: huggingface/transformers-pytorch-deepspeed-latest-gpu${{ inputs.image_postfix }}
+
+  # Can't build 2 images in a single job `latest-torch-deepspeed-docker` (for `nvcr.io/nvidia`)
+  latest-torch-deepspeed-docker-for-push-ci-daily-build:
+    name: "Latest PyTorch + DeepSpeed (Push CI - Daily Build)"
+    # Can't run in parallel, otherwise get an error:
+    #   `Error response from daemon: Get "https://registry-1.docker.io/v2/": received unexpected HTTP status: 503 Service Unavailable`
+    needs: latest-torch-deepspeed-docker
+    runs-on: ubuntu-latest
+    steps:
+      -
+        name: Set up Docker Buildx
+        uses: docker/setup-buildx-action@v1
+      -
+        name: Check out code
+        uses: actions/checkout@v2
+      -
+        name: Login to DockerHub
+        uses: docker/login-action@v1
+        with:
+          username: ${{ secrets.DOCKERHUB_USERNAME }}
+          password: ${{ secrets.DOCKERHUB_PASSWORD }}
       # Push CI images still need to be re-built daily
       -
         name: Build and push (for Push CI) in a daily basis