Large model integration tests with P4D and compiler optimizations #409
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name: Large model integration tests with P4D and compiler optimizations | |
on: | |
workflow_dispatch: | |
inputs: | |
djl-version: | |
description: 'The released version of DJL' | |
required: false | |
default: '' | |
run_test: | |
description: 'Run only the tests you need [aiccl]' | |
required: false | |
default: '' | |
schedule: | |
- cron: '0 15 * * *' | |
jobs: | |
create-runners-p4d: | |
runs-on: [self-hosted, scheduler] | |
steps: | |
- name: Create new P4d.24xl instance | |
id: create_gpu_p4d | |
run: | | |
cd /home/ubuntu/djl_benchmark_script/scripts | |
token=$( curl -X POST -H "Authorization: token ${{ secrets.ACTION_RUNNER_PERSONAL_TOKEN }}" \ | |
https://api.github.com/repos/deepjavalibrary/djl-serving/actions/runners/registration-token \ | |
--fail \ | |
| jq '.token' | tr -d '"' ) | |
./start_instance.sh action_lmic_p4d $token djl-serving | |
outputs: | |
p4d_instance_id: ${{ steps.create_gpu_p4d.outputs.action_lmic_p4d_instance_id }} | |
lmi-dist-test: | |
if: contains(fromJson('["", "aiccl"]'), github.event.inputs.run_test) | |
runs-on: [ self-hosted, p4d ] | |
timeout-minutes: 120 | |
needs: create-runners-p4d | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Clean env | |
run: | | |
yes | docker system prune -a --volumes | |
sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/ | |
echo "wait dpkg lock..." | |
while sudo fuser /var/{lib/{dpkg,apt/lists},cache/apt/archives}/lock >/dev/null 2>&1; do sleep 5; done | |
- name: Set up Python3 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: '3.10.x' | |
- name: Install pip dependencies | |
run: pip3 install pytest requests "numpy<2" pillow huggingface_hub tqdm | |
- name: Build container name | |
run: ./serving/docker/scripts/docker_name_builder.sh lmi ${{ github.event.inputs.djl-version }} | |
- name: Download models and dockers | |
working-directory: tests/integration | |
run: | | |
docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
- name: Test Mixtral-8x7B | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py lmi_dist_aiccl mixtral-8x7b-aiccl | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models lmi \ | |
serve | |
python3 llm/client.py lmi_dist_aiccl mixtral-8x7b-aiccl | |
./remove_container.sh | |
- name: Test Llama-2-70B | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py lmi_dist_aiccl llama-2-70b-aiccl | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models lmi \ | |
serve | |
python3 llm/client.py lmi_dist_aiccl llama-2-70b-aiccl | |
./remove_container.sh | |
- name: Test codellama/CodeLlama-34b-hf | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py lmi_dist_aiccl codellama-34b-aiccl | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models lmi \ | |
serve | |
python3 llm/client.py lmi_dist_aiccl codellama-34b-aiccl | |
./remove_container.sh | |
- name: Test tiiuae/falcon-40b | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py lmi_dist_aiccl falcon-40b-aiccl | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models lmi \ | |
serve | |
python3 llm/client.py lmi_dist_aiccl falcon-40b-aiccl | |
./remove_container.sh | |
- name: Remove models dir | |
working-directory: tests/integration | |
run: | | |
sudo rm -rf models | |
- name: On fail step | |
if: ${{ failure() }} | |
working-directory: tests/integration | |
run: | | |
sudo rm -rf models | |
./remove_container.sh || true | |
cat logs/serving.log | |
- name: Upload test logs | |
uses: actions/upload-artifact@v4 | |
with: | |
name: lmi-dist-aiccl-logs | |
path: tests/integration/logs/ | |
trtllm-test: | |
runs-on: [ self-hosted, p4d ] | |
timeout-minutes: 120 | |
needs: create-runners-p4d | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Clean env | |
run: | | |
yes | docker system prune -a --volumes | |
sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/ | |
echo "wait dpkg lock..." | |
while sudo fuser /var/{lib/{dpkg,apt/lists},cache/apt/archives}/lock >/dev/null 2>&1; do sleep 5; done | |
- name: Set up Python3 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: '3.10.x' | |
- name: Install pip dependencies | |
run: pip3 install requests "numpy<2" | |
- name: Build container name | |
run: ./serving/docker/scripts/docker_name_builder.sh tensorrt-llm ${{ github.event.inputs.djl-version }} | |
- name: Download models and dockers | |
working-directory: tests/integration | |
run: | | |
docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
- name: Test llama-2-70B with TP8 | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py trtllm llama2-70b | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models trtllm \ | |
serve | |
python3 llm/client.py trtllm llama2-70b | |
./remove_container.sh | |
- name: Test mixtral-8x7b with with TP8 | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py trtllm mixtral-8x7b | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models trtllm \ | |
serve | |
python3 llm/client.py trtllm mixtral-8x7b | |
./remove_container.sh | |
- name: Remove models dir | |
working-directory: tests/integration | |
run: | | |
sudo rm -rf models | |
- name: On fail step | |
if: ${{ failure() }} | |
working-directory: tests/integration | |
run: | | |
sudo rm -rf models | |
./remove_container.sh || true | |
cat logs/serving.log | |
- name: Upload test logs | |
uses: actions/upload-artifact@v4 | |
with: | |
name: trtllm-logs | |
path: tests/integration/logs/ | |
vllm-test: | |
runs-on: [ self-hosted, p4d ] | |
timeout-minutes: 120 | |
needs: create-runners-p4d | |
steps: | |
- uses: actions/checkout@v4 | |
- name: Clean env | |
run: | | |
yes | docker system prune -a --volumes | |
sudo rm -rf /home/ubuntu/actions-runner/_work/_tool/Java_Corretto_jdk/ | |
echo "wait dpkg lock..." | |
while sudo fuser /var/{lib/{dpkg,apt/lists},cache/apt/archives}/lock >/dev/null 2>&1; do sleep 5; done | |
- name: Set up Python3 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: '3.10.x' | |
- name: Install pip dependencies | |
run: pip3 install requests "numpy<2" | |
- name: Build container name | |
run: ./serving/docker/scripts/docker_name_builder.sh lmi ${{ github.event.inputs.djl-version }} | |
- name: Download models and dockers | |
working-directory: tests/integration | |
run: | | |
docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
- name: Test llama-2-70B with TP8 | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py vllm llama2-70b | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models lmi \ | |
serve | |
python3 llm/client.py vllm llama2-70b | |
./remove_container.sh | |
- name: Test mixtral-8x7b with with TP8 | |
working-directory: tests/integration | |
run: | | |
rm -rf models | |
python3 llm/prepare.py vllm mixtral-8x7b | |
./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models lmi \ | |
serve | |
python3 llm/client.py vllm mixtral-8x7b | |
./remove_container.sh | |
- name: Remove models dir | |
working-directory: tests/integration | |
run: | | |
sudo rm -rf models | |
- name: On fail step | |
if: ${{ failure() }} | |
working-directory: tests/integration | |
run: | | |
sudo rm -rf models | |
./remove_container.sh || true | |
cat logs/serving.log | |
- name: Upload test logs | |
uses: actions/upload-artifact@v4 | |
with: | |
name: vllm-logs | |
path: tests/integration/logs/ | |
stop-runners-p4d: | |
if: always() | |
runs-on: [ self-hosted, scheduler ] | |
needs: [ create-runners-p4d, lmi-dist-test, trtllm-test, vllm-test ] | |
steps: | |
- name: Stop all instances | |
run: | | |
cd /home/ubuntu/djl_benchmark_script/scripts | |
instance_id=${{ needs.create-runners-p4d.outputs.p4d_instance_id }} | |
./stop_instance.sh $instance_id |