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Added functionality related to DP training #2568

Added functionality related to DP training

Added functionality related to DP training #2568

Workflow file for this run

name: Docker Image CI
on:
push:
branches: [ master ]
tags: [ '*.*.*' ]
pull_request: {}
workflow_dispatch:
inputs:
versionTag:
description: 'Version tag to push to Docker Hub (lowercase, alphanumeric)'
required: true
type: string
jobs:
build_test_push:
runs-on: ubuntu-latest
permissions:
contents: read
packages: write
id-token: write
strategy:
fail-fast: false # So that remaining jobs don't instantly quit if one fails (e.g, CPU/ROCm don't upload if CUDA just fails to push to ghcr...)
matrix:
include: # Platform locates Dockerfile ("Dockerfile-{PLATFORM}"), docker tag has to be all lowercase alphanumeric for mysterious docker reasons
- platform: CUDA12.1
dockertag: cuda121
- platform: CUDA11.8
dockertag: cuda118
- platform: CPU
dockertag: cpu
# - platform: ROCm
# dockertag: rocm
steps:
- name: Check out the repository
uses: actions/checkout@v2
with:
lfs: true
submodules: 'recursive'
- name: Log in to Docker Hub (docker.io)
uses: docker/login-action@v2
if: github.event_name != 'pull_request'
with:
username: ${{ secrets.DOCKER_HUB_USER }} # These two fields need to be set on GitHub under Secrets.
password: ${{ secrets.DOCKER_HUB_TOKEN }} # Recommend using a revokable token here.
- name: Docker prune to save space # If you switch to self-hosted runners, this should be removed.
run: echo y | docker system prune -a
# Below steps are for GitHub Packages integration, metadata and signing
# See https://github.com/mlcommons/GaNDLF/new/master?filename=.github%2Fworkflows%2Fdocker-publish.yml&workflow_template=docker-publish
# Install the cosign tool except on PR
# https://github.com/sigstore/cosign-installer
- name: Install cosign
uses: sigstore/[email protected]
- name: Log into GitHub Packages registry (ghcr.io)
if: github.event_name != 'pull_request'
uses: docker/login-action@v2
with:
registry: ghcr.io
username: ${{ github.actor }}
password: ${{ secrets.GITHUB_TOKEN }}
# Extract metadata (tags, labels) for Docker
# https://github.com/docker/metadata-action
- name: Extract Docker metadata
id: meta
uses: docker/metadata-action@v3
with:
images: docker.io/mlcommons/gandlf, ghcr.io/mlcommons/gandlf # Push to both registries
flavor: | # Handle prefixing and "latest" generation -- use "tags" property to specify events/tags further
latest=true
suffix=-${{ matrix.dockertag }},onlatest=true
tags: |
type=semver,pattern={{version}}
type=ref,event=branch
type=ref,event=pr
type=ref,event=tag
# Build Docker Image (but don't push yet -- wait for the test step first).
# https://github.com/docker/build-push-action
- name: Build Docker images
id: build
uses: docker/build-push-action@v2
with:
context: .
file: ./Dockerfile-${{ matrix.platform }}
push: false
load: true
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
# Run the image from the base entrypoint as a test
- name: Test container with entrypoint
# Run a tag we generated from the metadata extraction above -- they're all the same image, but echo it regardless just so we know.
run: echo "Running docker.io/mlcommons/gandlf:latest-${{ matrix.dockertag }} ..." && docker run --rm docker.io/mlcommons/gandlf:latest-${{ matrix.dockertag }}
# Push Docker image with Buildx (but don't push on PR)
# https://github.com/docker/build-push-action
# This won't re-build the images fully or anything, they should already exist from the build step and use the cache.
- name: Upload to Docker Hub (docker.io) and GitHub Packages (ghcr.io)
id: upload
if: github.event_name != 'pull_request'
uses: docker/build-push-action@v2
with:
context: .
file: ./Dockerfile-${{ matrix.platform }}
push: true
tags: ${{ steps.meta.outputs.tags }}
labels: ${{ steps.meta.outputs.labels }}
# Below is for signing images (keyless) with cosign. But this adds confusing sha256-digest.sig tags to the container registry.
# Leave this commented if container signing is not required.
# # Sign the resulting Docker image digest except on PRs.
# # Uses cosign keyless signing: https://github.com/sigstore/cosign/blob/main/KEYLESS.md
# # This will only write to the public Rekor transparency log when the Docker
# # repository is public to avoid leaking data. If you would like to publish
# # transparency data even for private images, pass --force to cosign below.
# # https://github.com/sigstore/cosign
#- name: Sign published Docker image (ghcr.io)
# if: ${{ github.event_name != 'pull_request' }}
# env:
# COSIGN_EXPERIMENTAL: "true"
# # This step uses the identity token to provision an ephemeral certificate
# # against the sigstore community Fulcio instance.
# run: cosign sign ghcr.io/cbica/gandlf@${{ steps.upload.outputs.digest }}