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docker build speedups & memory reduction #322
Workflow file for this run
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name: CI | |
on: | |
push: {branches: [main]} | |
pull_request_target: {paths: ['*-*/**']} | |
schedule: [{cron: '0 11 * * 6'}] # M H d m w (Sat 11:00) | |
jobs: | |
setup: | |
environment: ${{ github.event_name == 'pull_request_target' && ! contains('OWNER,MEMBER,COLLABORATOR', github.event.pull_request.author_association) && 'external' || 'internal' }} | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v3 | |
with: | |
fetch-depth: 2 | |
ref: ${{ github.event.pull_request.head.sha || github.ref }} | |
- id: list | |
name: List modified models | |
run: | | |
if test "${{ github.event_name }}" = schedule; then | |
"modified=$(ls -d *-* | sort | jq -Rsc 'split("\n")[:-1]')" >> $GITHUB_OUTPUT | |
else | |
if [[ "${{ github.event_name }}" == pull_request* ]]; then | |
git fetch origin --depth=2 "${{ github.base_ref }}" | |
BASE=FETCH_HEAD | |
else | |
BASE=HEAD~1 | |
fi | |
echo "debug: base: $BASE" | |
git diff --stat $BASE | |
echo "modified=$( | |
for model in $(ls -d *-*); do | |
git diff --quiet $BASE -- $model || echo $model | |
done | sort | jq -Rsc 'split("\n")[:-1]' | |
)" >> $GITHUB_OUTPUT | |
fi | |
- name: Launch self-hosted runners | |
if: steps.list.outputs.modified != '[]' | |
run: | | |
curl -sSL -X POST -H "X-Api-Key: $API_KEY" https://api.paperspace.io/machines/$MACHINE/start | |
while test $(curl -fsSL -X GET -H "X-Api-Key: $API_KEY" https://api.paperspace.io/machines/getMachinePublic?machineId=$MACHINE | jq -r .state) != ready; do | |
sleep 5 | |
done | |
IP=$(curl -fsSL -X GET -H "X-Api-Key: $API_KEY" https://api.paperspace.io/machines/getMachinePublic?machineId=$MACHINE | jq -r .publicIpAddress) | |
echo "$SSH_KEY" > key; chmod 600 key | |
ssh -o "StrictHostKeyChecking no" -i key paperspace@$IP 'touch "gha-run-${{ github.run_id }}.lock"' | |
env: | |
SSH_KEY: ${{ secrets.PAPERSPACE_SSH_KEY }} | |
API_KEY: ${{ secrets.PAPERSPACE_API_KEY }} | |
MACHINE: ${{ secrets.PAPERSPACE_MACHINE }} | |
outputs: | |
models: ${{ steps.list.outputs.modified }} | |
build-test-push: | |
concurrency: # terminate on new commits to PRs | |
group: ${{ github.workflow }}-${{ github.head_ref || github.ref }}-${{ matrix.model }} | |
cancel-in-progress: true | |
needs: setup | |
runs-on: [self-hosted, gpu] | |
strategy: | |
fail-fast: false | |
matrix: | |
model: ${{ fromJson(needs.setup.outputs.models) }} | |
# if nothing to do, skip without failing | |
if: needs.setup.outputs.models != '[]' | |
env: | |
VERSION: '1.0.0' | |
DOCKER_BUILDKIT: 1 | |
DOCKER_CLI_EXPERIMENTAL: enabled | |
COMPOSE_DOCKER_CLI_BUILD: 1 | |
permissions: | |
packages: write | |
steps: | |
- uses: actions/checkout@v3 | |
with: | |
ref: ${{ github.event.pull_request.head.sha || github.ref }} | |
- name: Login to GitHub Container Registry | |
uses: docker/login-action@v2 | |
with: | |
registry: ghcr.io | |
username: ${{ github.actor }} | |
password: ${{ github.token }} | |
- run: ./build.sh ${{ github.event_name == 'push' && '--push' || '--load' }} | |
working-directory: ${{ matrix.model }} | |
env: | |
# can't load cross-CPU-platform | |
BUILDX_PLATFORM: ${{ github.event_name == 'push' && 'linux/arm64,linux/amd64' || 'linux/amd64' }} | |
# can't test cross-CPU-platform | |
TESTS_SKIP_CPU: ${{ github.event_name == 'push' && '1' || '' }} | |
# avoid OoM errors (TODO: remove when using larger GPU) | |
TESTS_SKIP_GPU: ${{ contains(fromJSON('["a2t-whisper","cht-dolly-v2","cht-gorilla","cht-llama-v2","cht-mpt","cht-xgen","dfs-dalle","dfs-diffusers"]'), matrix.model) && '1' || '' }} | |
pass: # convenient single job to apply branch protection to | |
needs: build-test-push | |
runs-on: ubuntu-latest | |
steps: | |
- run: echo success | |
teardown: | |
environment: ${{ github.event_name == 'pull_request_target' && ! contains('OWNER,MEMBER,COLLABORATOR', github.event.pull_request.author_association) && 'external' || 'internal' }} | |
needs: build-test-push | |
if: always() | |
runs-on: ubuntu-latest | |
steps: | |
- uses: actions/checkout@v3 | |
- name: Stop self-hosted runners | |
run: | | |
IP=$(curl -fsSL -X GET -H "X-Api-Key: $API_KEY" https://api.paperspace.io/machines/getMachinePublic?machineId=$MACHINE | jq -r .publicIpAddress) | |
echo "$SSH_KEY" > key; chmod 600 key | |
ssh -o "StrictHostKeyChecking no" -i key paperspace@$IP \ | |
'rm -f "gha-run-${{ github.run_id }}.lock"; sleep 10; ls gha-run-*.lock' || \ | |
curl -sSL -X POST -H "X-Api-Key: $API_KEY" https://api.paperspace.io/machines/$MACHINE/stop | |
env: | |
SSH_KEY: ${{ secrets.PAPERSPACE_SSH_KEY }} | |
API_KEY: ${{ secrets.PAPERSPACE_API_KEY }} | |
MACHINE: ${{ secrets.PAPERSPACE_MACHINE }} |