Large model integration tests with compiler optimizations #406
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| name: Large model integration tests with 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-aiccl-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@v3 | |
| - 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@v4 | |
| with: | |
| python-version: '3.10.x' | |
| - name: Install pip dependencies | |
| run: pip3 install requests pillow numpy | |
| - name: Build container name | |
| run: ./serving/docker/scripts/docker_name_builder.sh deepspeed ${{ github.event.inputs.djl-version }} | |
| - name: Download models and dockers | |
| working-directory: tests/integration | |
| run: | | |
| docker pull deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG | |
| - name: Test Llama-2-70B with aiccl backend | |
| 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 $PWD/models deepspeed \ | |
| serve | |
| python3 llm/client.py lmi_dist_aiccl llama-2-70b-aiccl | |
| if [ "$(docker logs $(docker ps -aq) 2>&1 | grep -c 'Starting torch distributed with aiccl backend')" -lt 8 ]; then | |
| echo "aiccl backend not used" | |
| return 1 | |
| else | |
| echo "Using aiccl backend" | |
| fi | |
| docker rm -f $(docker ps -aq) | |
| - name: Test codellama/CodeLlama-34b-hf with aiccl backend | |
| working-directory: tests/integration | |
| run: | | |
| rm -rf models | |
| python3 llm/prepare.py lmi_dist_aiccl codellama-34b-aiccl | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models deepspeed \ | |
| serve | |
| python3 llm/client.py lmi_dist_aiccl codellama-34b-aiccl | |
| if [ "$(docker logs $(docker ps -aq) 2>&1 | grep -c 'Starting torch distributed with aiccl backend')" -lt 8 ]; then | |
| echo "aiccl backend not used" | |
| return 1 | |
| else | |
| echo "Using aiccl backend" | |
| fi | |
| docker rm -f $(docker ps -aq) | |
| - name: Test tiiuae/falcon-40b with aiccl backend | |
| working-directory: tests/integration | |
| run: | | |
| rm -rf models | |
| python3 llm/prepare.py lmi_dist_aiccl falcon-40b-aiccl | |
| ./launch_container.sh deepjavalibrary/djl-serving:$DJLSERVING_DOCKER_TAG $PWD/models deepspeed \ | |
| serve | |
| python3 llm/client.py lmi_dist_aiccl falcon-40b-aiccl | |
| if [ "$(docker logs $(docker ps -aq) 2>&1 | grep -c 'Starting torch distributed with aiccl backend')" -lt 8 ]; then | |
| echo "aiccl backend not used" | |
| return 1 | |
| else | |
| echo "Using aiccl backend" | |
| fi | |
| docker rm -f $(docker ps -aq) | |
| - 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 | |
| docker rm -f $(docker ps -aq) || true | |
| cat logs/serving.log | |
| - name: Upload test logs | |
| uses: actions/upload-artifact@v3 | |
| with: | |
| name: lmi-dist-aiccl-logs | |
| path: tests/integration/logs/ | |
| stop-runners-p4d: | |
| if: always() | |
| runs-on: [ self-hosted, scheduler ] | |
| needs: [ create-runners-p4d, lmi-dist-aiccl-test ] | |
| steps: | |
| - name: Stop all instances | |
| run: | | |
| cd /home/ubuntu/djl_benchmark_script/scripts | |
| instance_id=${{ needs.create-runners-p4d.outputs.p4d_instance_id }} | |
| ./stop_instance.sh $instance_id |