mirror of
https://github.com/huggingface/text-generation-inference.git
synced 2025-09-12 04:44:52 +00:00
Load test.
This commit is contained in:
parent
16f619c5d1
commit
d346027416
70
.github/workflows/load_test.yaml
vendored
70
.github/workflows/load_test.yaml
vendored
@ -11,66 +11,24 @@ on:
|
|||||||
- 'main'
|
- 'main'
|
||||||
|
|
||||||
jobs:
|
jobs:
|
||||||
start-runner:
|
|
||||||
name: Start self-hosted EC2 runner
|
|
||||||
runs-on: ubuntu-latest
|
|
||||||
env:
|
|
||||||
AWS_REGION: eu-central-1
|
|
||||||
EC2_AMI_ID: ami-0ab09c07cfd194259
|
|
||||||
EC2_INSTANCE_TYPE: g5.12xlarge
|
|
||||||
EC2_SUBNET_ID: subnet-988fd9f2,subnet-6f56db13,subnet-6a039326
|
|
||||||
EC2_SECURITY_GROUP: sg-072f92ae3082936c6
|
|
||||||
outputs:
|
|
||||||
label: ${{ steps.start-ec2-runner.outputs.label }}
|
|
||||||
ec2-instance-id: ${{ steps.start-ec2-runner.outputs.ec2-instance-id }}
|
|
||||||
steps:
|
|
||||||
- name: Configure AWS credentials
|
|
||||||
uses: aws-actions/configure-aws-credentials@v1
|
|
||||||
with:
|
|
||||||
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
|
|
||||||
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
|
|
||||||
aws-region: ${{ env.AWS_REGION }}
|
|
||||||
- name: Start EC2 runner
|
|
||||||
id: start-ec2-runner
|
|
||||||
uses: philschmid/philschmid-ec2-github-runner@main
|
|
||||||
with:
|
|
||||||
mode: start
|
|
||||||
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
|
|
||||||
ec2-image-id: ${{ env.EC2_AMI_ID }}
|
|
||||||
ec2-instance-type: ${{ env.EC2_INSTANCE_TYPE }}
|
|
||||||
subnet-id: ${{ env.EC2_SUBNET_ID }}
|
|
||||||
security-group-id: ${{ env.EC2_SECURITY_GROUP }}
|
|
||||||
aws-resource-tags: > # optional, requires additional permissions
|
|
||||||
[
|
|
||||||
{"Key": "Name", "Value": "ec2-tgi-github-runner"},
|
|
||||||
{"Key": "GitHubRepository", "Value": "${{ github.repository }}"}
|
|
||||||
]
|
|
||||||
|
|
||||||
load-tests:
|
load-tests:
|
||||||
concurrency:
|
concurrency:
|
||||||
group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
|
group: ${{ github.workflow }}-${{ github.job }}-${{ github.head_ref || github.run_id }}
|
||||||
cancel-in-progress: true
|
cancel-in-progress: true
|
||||||
needs: start-runner # required to start the main job when the runner is ready
|
runs-on: [self-hosted, nvidia-gpu , multi-gpu, 4-a10, ci]
|
||||||
runs-on: ${{ needs.start-runner.outputs.label }} # run the job on the newly created runner
|
|
||||||
env:
|
env:
|
||||||
DOCKER_VOLUME: /cache
|
DOCKER_VOLUME: /cache
|
||||||
steps:
|
steps:
|
||||||
- name: Checkout repository
|
- name: Checkout repository
|
||||||
uses: actions/checkout@v3
|
uses: actions/checkout@v3
|
||||||
|
|
||||||
- name: Prepare disks
|
|
||||||
run: |
|
|
||||||
sudo mkfs -t ext4 /dev/nvme1n1
|
|
||||||
sudo mkdir ${{ env.DOCKER_VOLUME }}
|
|
||||||
sudo mount /dev/nvme1n1 ${{ env.DOCKER_VOLUME }}
|
|
||||||
|
|
||||||
- name: Install k6
|
- name: Install k6
|
||||||
run: |
|
run: |
|
||||||
curl https://github.com/grafana/k6/releases/download/v0.44.0/k6-v0.44.0-linux-amd64.tar.gz -L | tar xvz --strip-components 1
|
curl https://github.com/grafana/k6/releases/download/v0.44.0/k6-v0.44.0-linux-amd64.tar.gz -L | tar xvz --strip-components 1
|
||||||
|
|
||||||
- name: Start starcoder
|
- name: Start starcoder
|
||||||
run: |
|
run: |
|
||||||
docker run --name tgi-starcoder --rm --gpus all -p 3000:80 -v ${{ env.DOCKER_VOLUME }}:/data -e HF_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }} --pull always -d ghcr.io/huggingface/text-generation-inference:latest --model-id bigcode/starcoder --num-shard 2 --max-batch-total-tokens 32768
|
docker run --name tgi-starcoder --rm --gpus all -p 3000:80 -v /mnt/cache:/data -e HF_TOKEN=${{ secrets.HUGGING_FACE_HUB_TOKEN }} --pull always -d ghcr.io/huggingface/text-generation-inference:latest --model-id bigcode/starcoder --num-shard 2 --max-batch-total-tokens 32768
|
||||||
sleep 10
|
sleep 10
|
||||||
wget --timeout 10 --retry-on-http-error --waitretry=1 --tries=240 http://localhost:3000/health
|
wget --timeout 10 --retry-on-http-error --waitretry=1 --tries=240 http://localhost:3000/health
|
||||||
|
|
||||||
@ -82,27 +40,3 @@ jobs:
|
|||||||
if: ${{ always() }}
|
if: ${{ always() }}
|
||||||
run: |
|
run: |
|
||||||
docker stop tgi-starcoder || true
|
docker stop tgi-starcoder || true
|
||||||
|
|
||||||
stop-runner:
|
|
||||||
name: Stop self-hosted EC2 runner
|
|
||||||
needs:
|
|
||||||
- start-runner
|
|
||||||
- load-tests
|
|
||||||
runs-on: ubuntu-latest
|
|
||||||
env:
|
|
||||||
AWS_REGION: eu-central-1
|
|
||||||
if: ${{ always() }} # required to stop the runner even if the error happened in the previous jobs
|
|
||||||
steps:
|
|
||||||
- name: Configure AWS credentials
|
|
||||||
uses: aws-actions/configure-aws-credentials@v1
|
|
||||||
with:
|
|
||||||
aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
|
|
||||||
aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
|
|
||||||
aws-region: ${{ env.AWS_REGION }}
|
|
||||||
- name: Stop EC2 runner
|
|
||||||
uses: philschmid/philschmid-ec2-github-runner@main
|
|
||||||
with:
|
|
||||||
mode: stop
|
|
||||||
github-token: ${{ secrets.GH_PERSONAL_ACCESS_TOKEN }}
|
|
||||||
label: ${{ needs.start-runner.outputs.label }}
|
|
||||||
ec2-instance-id: ${{ needs.start-runner.outputs.ec2-instance-id }}
|
|
||||||
|
Loading…
Reference in New Issue
Block a user