Do dtype conversion in torch hook to save memory (#1384) #880
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| name: Docker | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| branches: | |
| - main | |
| paths: | |
| - Dockerfile | |
| - .github/workflows/docker.yaml | |
| workflow_dispatch: {} | |
| jobs: | |
| docker-build: | |
| runs-on: mosaic-8wide | |
| if: github.repository_owner == 'mosaicml' | |
| strategy: | |
| matrix: | |
| include: | |
| - name: "2.3.1_cu121" | |
| base_image: mosaicml/pytorch:2.3.1_cu121-python3.11-ubuntu20.04 | |
| dep_groups: "[gpu]" | |
| - name: "2.3.1_cu121_aws" | |
| base_image: mosaicml/pytorch:2.3.1_cu121-python3.11-ubuntu20.04-aws | |
| dep_groups: "[gpu]" | |
| steps: | |
| - name: Maximize Build Space on Worker | |
| uses: easimon/maximize-build-space@v4 | |
| with: | |
| overprovision-lvm: true | |
| remove-dotnet: true | |
| remove-android: true | |
| remove-haskell: true | |
| - name: Checkout | |
| uses: actions/checkout@v3 | |
| - name: Setup QEMU | |
| uses: docker/setup-qemu-action@v2 | |
| - name: Setup Docker Buildx | |
| uses: docker/setup-buildx-action@v2 | |
| - name: Login to DockerHub | |
| uses: docker/login-action@v2 | |
| with: | |
| username: ${{ secrets.DOCKER_HUB_USERNAME }} | |
| password: ${{ secrets.DOCKER_HUB_PASSWORD }} | |
| - name: Calculate Docker Image Variables | |
| run: | | |
| set -euxo pipefail | |
| ################### | |
| # Calculate the tag | |
| ################### | |
| GIT_SHA=$(echo ${{ github.sha }} | cut -c1-7) | |
| echo "IMAGE_TAG=${GIT_SHA}" >> ${GITHUB_ENV} | |
| if [ "${{ github.event_name }}" == "pull_request" ]; then | |
| echo "Triggered by pull_request event." | |
| STAGING_REPO="mosaicml/ci-staging" | |
| IMAGE_TAG="${STAGING_REPO}:${{matrix.name}}-${GIT_SHA}" | |
| IMAGE_CACHE="${STAGING_REPO}:${{matrix.name}}-buildcache" | |
| else | |
| # Triggered by push or workflow_dispatch event | |
| echo "Triggered by ${{ github.event_name }} event, releasing to prod" | |
| PROD_REPO="mosaicml/llm-foundry" | |
| IMAGE_TAG="${PROD_REPO}:${{matrix.name}}-${GIT_SHA},${PROD_REPO}:${{matrix.name}}-latest" | |
| IMAGE_CACHE="${PROD_REPO}:${{matrix.name}}-buildcache" | |
| fi | |
| echo "IMAGE_TAG=${IMAGE_TAG}" >> ${GITHUB_ENV} | |
| echo "IMAGE_CACHE=${IMAGE_CACHE}" >> ${GITHUB_ENV} | |
| - name: Build and Push the Docker Image | |
| uses: docker/build-push-action@v3 | |
| with: | |
| context: . | |
| tags: ${{ env.IMAGE_TAG }} | |
| push: true | |
| cache-from: type=registry,ref=${{ env.IMAGE_CACHE }} | |
| cache-to: type=registry,ref=${{ env.IMAGE_CACHE }},mode=max | |
| build-args: | | |
| BRANCH_NAME=${{ github.head_ref || github.ref_name }} | |
| BASE_IMAGE=${{ matrix.base_image }} | |
| DEP_GROUPS=${{ matrix.dep_groups }} |