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example-get-started-experiments test #5

example-get-started-experiments test

example-get-started-experiments test #5

name: example-get-started-experiments test
on:
push:
paths:
- example-get-started-experiments/**
workflow_dispatch:
permissions:
contents: read
id-token: write
jobs:
deploy-runner:
environment: aws
runs-on: ubuntu-latest
steps:
- uses: actions/checkout@v3
- uses: iterative/setup-cml@v1
- uses: aws-actions/configure-aws-credentials@v1
with:
aws-region: us-east-2
role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
role-duration-seconds: 43200
- name: Create Runner
env:
REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
run: |
cml runner launch --single \
--labels=cml \
--cloud=aws \
--cloud-region=us-east \
--cloud-hdd-size=40 \
--cloud-type=g5.2xlarge \
--idle-timeout=3600 \
--cloud-spot
test:
needs: deploy-runner
runs-on: [ self-hosted, cml ]
environment: aws
container:
image: iterativeai/cml:0-dvc2-base1-gpu
options: --gpus all --ipc host
steps:
- name: Checkout repo
uses: actions/checkout@v3
- name: Set up Python
uses: actions/setup-python@v4
with:
python-version: '3.11'
cache: 'pip'
- uses: aws-actions/configure-aws-credentials@v2
with:
aws-region: us-east-2
role-to-assume: ${{ secrets.AWS_ROLE_TO_ASSUME }}
role-duration-seconds: 43200
- name: Generate repo
env:
REPO_TOKEN: ${{ secrets.PERSONAL_ACCESS_TOKEN }}
run: |
pip install virtualenv
cd example-get-started-experiments
./generate.sh