transformers/.github/workflows/ssh-runner.yml
Yih-Dar 7819911b0c
Use T4 single GPU runner with more CPU RAM (#37961)
larger T4 single GPU

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
2025-05-05 16:17:45 +02:00

114 lines
4.1 KiB
YAML

name: SSH into our runners
on:
workflow_dispatch:
inputs:
runner_type:
description: 'Type of runner to test (a10 or t4)'
required: true
docker_image:
description: 'Name of the Docker image'
required: true
num_gpus:
description: 'Type of the number of gpus to use (`single` or `multi`)'
required: true
env:
HF_HUB_READ_TOKEN: ${{ secrets.HF_HUB_READ_TOKEN }}
HF_HOME: /mnt/cache
TRANSFORMERS_IS_CI: yes
OMP_NUM_THREADS: 8
MKL_NUM_THREADS: 8
RUN_SLOW: yes # For gated repositories, we still need to agree to share information on the Hub repo. page in order to get access. # This token is created under the bot `hf-transformers-bot`.
SIGOPT_API_TOKEN: ${{ secrets.SIGOPT_API_TOKEN }}
TF_FORCE_GPU_ALLOW_GROWTH: true
CUDA_VISIBLE_DEVICES: 0,1
jobs:
get_runner:
name: "Get runner to use"
runs-on: ubuntu-22.04
outputs:
RUNNER: ${{ steps.set_runner.outputs.RUNNER }}
steps:
- name: Get runner to use
shell: bash
run: |
if [[ "${{ github.event.inputs.num_gpus }}" == "single" && "${{ github.event.inputs.runner_type }}" == "t4" ]]; then
echo "RUNNER=aws-g4dn-4xlarge-cache" >> $GITHUB_ENV
elif [[ "${{ github.event.inputs.num_gpus }}" == "multi" && "${{ github.event.inputs.runner_type }}" == "t4" ]]; then
echo "RUNNER=aws-g4dn-12xlarge-cache" >> $GITHUB_ENV
elif [[ "${{ github.event.inputs.num_gpus }}" == "single" && "${{ github.event.inputs.runner_type }}" == "a10" ]]; then
echo "RUNNER=aws-g5-4xlarge-cache" >> $GITHUB_ENV
elif [[ "${{ github.event.inputs.num_gpus }}" == "multi" && "${{ github.event.inputs.runner_type }}" == "a10" ]]; then
echo "RUNNER=aws-g5-12xlarge-cache" >> $GITHUB_ENV
else
echo "RUNNER=" >> $GITHUB_ENV
fi
- name: Set runner to use
id: set_runner
run: |
echo ${{ env.RUNNER }}
echo "RUNNER=${{ env.RUNNER }}" >> $GITHUB_OUTPUT
ssh_runner:
name: "SSH"
needs: get_runner
runs-on:
group: ${{ needs.get_runner.outputs.RUNNER }}
container:
image: ${{ github.event.inputs.docker_image }}
options: --gpus all --privileged --ipc host -v /mnt/cache/.cache/huggingface:/mnt/cache/
steps:
- name: Update clone
working-directory: /transformers
run: |
git fetch && git checkout ${{ github.sha }}
- name: Cleanup
working-directory: /transformers
run: |
rm -rf tests/__pycache__
rm -rf tests/models/__pycache__
rm -rf reports
- name: Show installed libraries and their versions
working-directory: /transformers
run: pip freeze
- name: NVIDIA-SMI
run: |
nvidia-smi
- name: Store Slack infos
#because the SSH can be enabled dynamically if the workflow failed, so we need to store slack infos to be able to retrieve them during the waitforssh step
shell: bash
run: |
echo "${{ github.actor }}"
github_actor=${{ github.actor }}
github_actor=${github_actor/'-'/'_'}
echo "$github_actor"
echo "github_actor=$github_actor" >> $GITHUB_ENV
- name: Store Slack infos
#because the SSH can be enabled dynamically if the workflow failed, so we need to store slack infos to be able to retrieve them during the waitforssh step
shell: bash
run: |
echo "${{ env.github_actor }}"
if [ "${{ secrets[format('{0}_{1}', env.github_actor, 'SLACK_ID')] }}" != "" ]; then
echo "SLACKCHANNEL=${{ secrets[format('{0}_{1}', env.github_actor, 'SLACK_ID')] }}" >> $GITHUB_ENV
else
echo "SLACKCHANNEL=${{ secrets.SLACK_CIFEEDBACK_CHANNEL }}" >> $GITHUB_ENV
fi
- name: Tailscale # In order to be able to SSH when a test fails
uses: huggingface/tailscale-action@main
with:
authkey: ${{ secrets.TAILSCALE_SSH_AUTHKEY }}
slackChannel: ${{ env.SLACKCHANNEL }}
slackToken: ${{ secrets.SLACK_CIFEEDBACK_BOT_TOKEN }}
waitForSSH: true
sshTimeout: 15m