PYTHONUNBUFFERED=1 #26
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: Publish GPU images | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: | |
| - main | |
| paths: | |
| - 'gpu.dockerfile' | |
| - 'conda_install.sh' | |
| - '.github/workflows/docker-gpu.yml' | |
| env: | |
| ## https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tensorflow | |
| TENSORFLOW_TAG: 23.02-tf1-py3 | |
| # TENSORFLOW_TAG: 21.09-tf1-py3 | |
| ## https://catalog.ngc.nvidia.com/orgs/nvidia/containers/pytorch | |
| PYTORCH_TAG: 23.03-py3 | |
| ## https://catalog.ngc.nvidia.com/orgs/nvidia/containers/cuda | |
| CUDA_TAG: 12.1.0-devel-ubuntu18.04 | |
| PUBLISH_TENSORFLOW: ghcr.io/maastrichtu-ids/jupyterlab:tensorflow | |
| PUBLISH_PYTORCH: ghcr.io/maastrichtu-ids/jupyterlab:pytorch | |
| PUBLISH_CUDA: ghcr.io/maastrichtu-ids/jupyterlab:cuda | |
| jobs: | |
| publish-tensorflow: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Login to GitHub Container Registry | |
| uses: docker/login-action@v2 | |
| with: | |
| registry: ghcr.io | |
| username: ${{github.actor}} | |
| password: ${{secrets.GITHUB_TOKEN}} | |
| # - name: Log into GitHub Container Registry | |
| # run: echo "${{ secrets.GITHUB_TOKEN }}" | docker login https://ghcr.io -u ${{ github.actor }} --password-stdin | |
| ## Cache: https://github.com/docker/build-push-action/blob/master/docs/advanced/cache.md#github-cache | |
| # - name: Build and publish ${{ env.PUBLISH_TENSORFLOW }} Docker image | |
| # uses: docker/build-push-action@v2 | |
| # with: | |
| # context: ./ | |
| # file: ./gpu.dockerfile | |
| # builder: ${{ steps.buildx.outputs.name }} | |
| # push: true | |
| # tags: ${{ env.PUBLISH_TENSORFLOW }} | |
| # build-args: NVIDIA_IMAGE=nvcr.io/nvidia/tensorflow:${{ env.TENSORFLOW_TAG }} | |
| # cache-from: type=gha | |
| # cache-to: type=gha,mode=max | |
| - name: Build image | |
| run: docker build --build-arg NVIDIA_IMAGE=nvcr.io/nvidia/tensorflow:$TENSORFLOW_TAG -f gpu.dockerfile -t $PUBLISH_TENSORFLOW . | |
| - name: Push image to GitHub Container Registry | |
| run: | | |
| docker push $PUBLISH_TENSORFLOW | |
| publish-cuda: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Docker Buildx | |
| id: buildx | |
| uses: docker/setup-buildx-action@v2 | |
| - name: Login to GitHub Container Registry | |
| uses: docker/login-action@v2 | |
| with: | |
| registry: ghcr.io | |
| username: ${{github.actor}} | |
| password: ${{secrets.GITHUB_TOKEN}} | |
| - name: Build and publish ${{ env.PUBLISH_CUDA }} Docker image | |
| uses: docker/build-push-action@v4 | |
| with: | |
| context: ./ | |
| file: ./gpu.dockerfile | |
| builder: ${{ steps.buildx.outputs.name }} | |
| push: true | |
| tags: ${{ env.PUBLISH_CUDA }} | |
| build-args: NVIDIA_IMAGE=nvcr.io/nvidia/cuda:${{ env.CUDA_TAG }} | |
| cache-from: type=gha | |
| cache-to: type=gha,mode=max | |
| # - name: Build image | |
| # run: docker build --build-arg NVIDIA_IMAGE=nvcr.io/nvidia/cuda:$CUDA_TAG -f gpu.dockerfile -t $PUBLISH_CUDA . | |
| # - name: Push image to GitHub Container Registry | |
| # run: | | |
| # docker push $PUBLISH_CUDA | |
| # NOTE: building pytorch fails on GitHub actions because too big, the storage gets full | |
| # So we need to manually build and publish it | |
| publish-pytorch: | |
| runs-on: ubuntu-latest | |
| steps: | |
| - uses: actions/checkout@v3 | |
| # - name: Set up Docker Buildx | |
| # id: buildx | |
| # uses: docker/setup-buildx-action@v2 | |
| - name: Login to GitHub Container Registry | |
| uses: docker/login-action@v2 | |
| with: | |
| registry: ghcr.io | |
| username: ${{github.actor}} | |
| password: ${{secrets.GITHUB_TOKEN}} | |
| # - name: Build and publish ${{ env.PUBLISH_PYTORCH }} Docker image | |
| # uses: docker/build-push-action@v4 | |
| # with: | |
| # context: ./ | |
| # file: ./gpu.dockerfile | |
| # builder: ${{ steps.buildx.outputs.name }} | |
| # push: true | |
| # tags: ${{ env.PUBLISH_PYTORCH }} | |
| # build-args: NVIDIA_IMAGE=nvcr.io/nvidia/pytorch:${{ env.PYTORCH_TAG }} | |
| # cache-from: type=gha | |
| # cache-to: type=gha,mode=max | |
| - name: Build image | |
| run: docker build --build-arg NVIDIA_IMAGE=nvcr.io/nvidia/pytorch:$PYTORCH_TAG -f gpu.dockerfile -t $PUBLISH_PYTORCH . | |
| - name: Push image to GitHub Container Registry | |
| run: | | |
| docker push $PUBLISH_PYTORCH |