Support HELMET #192
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# Copyright (C) 2024 Intel Corporation | |
# SPDX-License-Identifier: Apache-2.0 | |
name: Model Test on CPU | |
on: | |
pull_request: | |
branches: [main] | |
types: [opened, reopened, ready_for_review, synchronize] # added `ready_for_review` since draft is skipped | |
paths: | |
- .github/workflows/model_test_cpu.yml | |
- evals/evaluation/** | |
- evals/metrics/** | |
- setup.py | |
workflow_dispatch: | |
# If there is a new commit, the previous jobs will be canceled | |
concurrency: | |
group: ${{ github.workflow }}-${{ github.event.pull_request.number || github.ref }} | |
cancel-in-progress: true | |
permissions: write-all | |
env: | |
OUT_SCRIPT_PATH: ${{ github.workspace }}/.github/workflows/scripts/models | |
SCRIPT_PATH: /GenAIEval/.github/workflows/scripts | |
DOCKER_NAME: "genaieval" | |
DOCKER_TAG: "latest" | |
CONTAINER_NAME: "modelTest" | |
jobs: | |
Evaluation-Workflow: | |
runs-on: aise-cluster-cpu | |
strategy: | |
matrix: | |
include: | |
- modelName: "opt-125m" | |
datasets: "lambada_openai" | |
device: "cpu" | |
tasks: "text-generation" | |
fail-fast: true | |
steps: | |
- name: Clean Up Working Directory | |
run: sudo rm -rf ${{github.workspace}}/* | |
- name: Checkout out Repo | |
uses: actions/checkout@v4 | |
with: | |
submodules: "recursive" | |
fetch-tags: true | |
# We need this because GitHub needs to clone the branch to pipeline | |
- name: Docker Build | |
run: | | |
docker build -f ${{ github.workspace }}/.github/workflows/docker/common.dockerfile -t ${{ env.DOCKER_NAME }}:${{ env.DOCKER_TAG }} . | |
- name: Docker Run | |
run: | | |
if [[ $(docker ps -a | grep -i '${{ env.CONTAINER_NAME }}'$) ]]; then | |
docker stop ${{ env.CONTAINER_NAME }} | |
docker rm -vf ${{ env.CONTAINER_NAME }} || true | |
fi | |
docker run -dit --disable-content-trust --privileged --name=${{ env.CONTAINER_NAME }} -v /dev/shm:/dev/shm \ | |
-v ${{ github.workspace }}:/GenAIEval ${{ env.DOCKER_NAME }}:${{ env.DOCKER_TAG }} | |
- name: Binary build | |
run: | | |
docker exec ${{ env.CONTAINER_NAME }} \ | |
bash -c "cd /GenAIEval && pip install -r requirements.txt && python setup.py install" | |
- name: Evaluation | |
run: | | |
docker exec ${{ env.CONTAINER_NAME }} \ | |
bash -c "cd /GenAIEval/.github/workflows/scripts/models \ | |
&& bash -x model_test.sh --model=${{ matrix.modelName }} --device=${{ matrix.device }} --datasets=${{ matrix.datasets }} --tasks=${{ matrix.tasks }}" | |
- name: Collect Log | |
run: | | |
docker exec ${{ env.CONTAINER_NAME }} \ | |
bash -c "cd /GenAIEval/.github/workflows/scripts/models \ | |
&& bash -x collect_log.sh --model=${{ matrix.modelName }} \ | |
--device=${{ matrix.device }} \ | |
--datasets=${{ matrix.datasets }} \ | |
--tasks=${{ matrix.tasks }}" | |
- name: Publish pipeline artifact | |
uses: actions/upload-artifact@v4 | |
if: ${{ !cancelled() }} | |
with: | |
name: ${{ matrix.device }}-${{ matrix.tasks }}-${{ matrix.modelName }}-${{ matrix.datasets }} | |
path: | | |
${{ github.workspace }}/${{ matrix.device }}-${{ matrix.tasks }}-${{ matrix.modelName }}-${{ matrix.datasets }}.log | |
${{ github.workspace }}/summary.log | |
if-no-files-found: ignore # 'warn' or 'ignore' are also available, defaults to `warn` | |
retention-days: 60 # 1 <= retention-days <= 90 | |
Genreate-Report: | |
runs-on: ubuntu-latest | |
needs: [Evaluation-Workflow] | |
steps: | |
- name: Checkout out Repo | |
uses: actions/checkout@v4 | |
- name: Download Summary Log | |
uses: actions/download-artifact@v4 | |
with: | |
path: ${{ env.OUT_SCRIPT_PATH }}/log | |
- name: Display structure of downloaded files | |
run: ls -R | |
- name: Analysis Summary | |
run: | | |
cd ${{ env.OUT_SCRIPT_PATH }} | |
ls -R | |
- name: Download Reference Artifact | |
id: download-artifact | |
uses: dawidd6/[email protected] | |
with: | |
workflow: model_test_cpu.yml | |
name: FinalReport | |
run_id: ${{ vars.ModelTest_CPU_REF_ID }} | |
path: ${{ env.OUT_SCRIPT_PATH }} | |
name_is_regexp: true | |
repo: ${{ github.repository }} | |
check_artifacts: false | |
search_artifacts: false | |
skip_unpack: false | |
if_no_artifact_found: warn | |
- name: Display structure of downloaded files | |
run: cd ${{ env.OUT_SCRIPT_PATH }}/log && ls -R | |
- name: Generate report | |
run: | | |
echo "------ Generating final report.html ------" | |
cd ${{ env.OUT_SCRIPT_PATH }} | |
mkdir -p generated | |
/usr/bin/bash -x generate_report.sh | |
env: | |
RUN_DISPLAY_URL: https://https://github.com/opea-project/GenAIEval/actions/runs/${{ github.run_id }} | |
BUILD_NUMBER: ${{ github.run_id }} | |
JOB_STATUS: succeed | |
- name: Publish Report | |
uses: actions/upload-artifact@v4 | |
if: ${{ !cancelled() }} | |
with: | |
name: FinalReport | |
path: ${{ env.OUT_SCRIPT_PATH }}/generated | |
- name: Specify performance regression | |
if: ${{ !cancelled() }} | |
run: | | |
if [ ${{ env.is_perf_reg }} == 'true' ]; then | |
echo "[Performance Regression] Some model performance regression occurred, please check artifacts and reports." | |
exit 1 | |
fi |