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llm_integration.yml
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name: Large model integration tests
on:
workflow_dispatch:
inputs:
djl-version:
description: 'The released version of DJL'
required: false
default: ''
schedule:
- cron: '0 15 * * *'
jobs:
create-runners:
runs-on: [self-hosted, scheduler]
steps:
- name: Create new G6 instance
id: create_gpu
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_g6 $token djl-serving
- name: Create new G6 instance
id: create_gpu2
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( 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_g6 $token djl-serving
- name: Create new G6 instance
id: create_gpu3
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( 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_g6 $token djl-serving
- name: Create new Inf2.24xl instance
id: create_inf2
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( 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_inf2 $token djl-serving
- name: Create new Inf2.24xl instance
id: create_inf2_2
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
token=$( 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_inf2 $token djl-serving
outputs:
gpu_instance_id_1: ${{ steps.create_gpu.outputs.action_g6_instance_id }}
gpu_instance_id_2: ${{ steps.create_gpu2.outputs.action_g6_instance_id }}
gpu_instance_id_3: ${{ steps.create_gpu3.outputs.action_g6_instance_id }}
inf2_instance_id_1: ${{ steps.create_inf2.outputs.action_inf2_instance_id }}
inf2_instance_id_2: ${{ steps.create_inf2_2.outputs.action_inf2_instance_id }}
test:
runs-on: [ self-hosted, "${{ matrix.test.instance }}" ]
timeout-minutes: 60
needs: create-runners
strategy:
fail-fast: false
matrix:
test:
- test: TestHfHandler
instance: g6
- test: TestTrtLlmHandler1
instance: g6
- test: TestTrtLlmHandler2
instance: g6
- test: TestSchedulerSingleGPU
instance: g6
- test: TestSchedulerMultiGPU
instance: g6
- test: TestLmiDist1
instance: g6
- test: TestLmiDist2
instance: g6
- test: TestVllm1
instance: g6
- test: TestVllmLora
instance: g6
- test: TestLmiDistLora
instance: g6
- test: TestNeuronx1
instance: inf2
- test: TestNeuronx2
instance: inf2
- test: TestNeuronxRollingBatch
instance: inf2
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
- name: Install awscurl
working-directory: tests/integration
run: |
curl -OL https://github.com/frankfliu/junkyard/releases/download/v0.2.2/awscurl
chmod +x awscurl
mkdir outputs
- name: Test
working-directory: tests/integration
env:
TEST_DJL_VERSION: ${{ inputs.djl-version }}
run: |
pytest -k ${{ matrix.test.test }} tests.py
- name: Cleanup
working-directory: tests/integration
run: |
rm -rf outputs
rm awscurl
- name: On Failure
if: ${{ failure() }}
working-directory: tests/integration
run: |
for file in outputs/*; do if [ -f "$file" ]; then echo "Contents of $file:"; cat "$file"; echo; fi; done
sudo rm -rf outputs && sudo rm -rf models
rm awscurl
docker rm -f $(docker ps -aq) || true
- name: Upload test logs
if: ${{ always() }}
uses: actions/upload-artifact@v3
with:
name: test-${{ matrix.test.test }}-logs
path: tests/integration/all_logs/
transformers-neuronx-container-unit-tests:
runs-on: [ self-hosted, inf2 ]
timeout-minutes: 15
needs: create-runners
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 pillow wheel
- name: Build container name
run: ./serving/docker/scripts/docker_name_builder.sh pytorch-inf2 ${{ github.event.inputs.djl-version }}
- name: Download models and dockers
run: |
docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG
- name: Run djl_python unit/integration tests on container
working-directory: engines/python/setup
run: |
# Setup
pip install setuptools
python3 -m setup bdist_wheel
mkdir logs
docker run -t --rm --network="host" \
--name neuron-test \
-v $PWD/:/opt/ml/model/ \
-w /opt/ml/model \
--device=/dev/neuron0:/dev/neuron0 \
deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG \
/bin/bash -c "'pip install /opt/ml/model/dist/*.whl pytest' && \
pytest djl_python/tests/neuron_test_scripts/ | tee logs/results.log"
# Cleanup
sudo rm -rf TinyLlama .pytest_cache djl_python
# Fail on failed tests
if grep -F "failed" logs/results.log &>/dev/null; then exit 1; fi
- name: On fail step
if: ${{ failure() }}
working-directory: engines/python/setup
run: |
cat logs/results.log
- name: Upload test logs
uses: actions/upload-artifact@v3
with:
name: transformers-neuronx-${{ matrix.arch }}-logs
path: engines/python/setup/logs/
stop-runners:
if: always()
runs-on: [ self-hosted, scheduler ]
needs: [ create-runners, test, transformers-neuronx-container-unit-tests]
steps:
- name: Stop all instances
run: |
cd /home/ubuntu/djl_benchmark_script/scripts
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_1 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_2 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.gpu_instance_id_3 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.inf2_instance_id_1 }}
./stop_instance.sh $instance_id
instance_id=${{ needs.create-runners.outputs.inf2_instance_id_2 }}
./stop_instance.sh $instance_id