[Major] Support Custom Learning Rate Scheduler #2225
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name: Measure Model Performance | |
on: | |
push: | |
paths: # Run only when files under neuralprophet/ are modified | |
- neuralprophet/** | |
branches: # Run only on these branches | |
- main | |
- develop | |
pull_request: # Run on pull requests | |
branches: | |
- main | |
- develop | |
workflow_dispatch: | |
jobs: | |
metrics: | |
runs-on: ubuntu-latest # container: docker://ghcr.io/iterative/cml:0-dvc2-base1 | |
steps: | |
- name: Checkout | |
uses: actions/checkout@v3 | |
with: | |
ref: ${{ github.event.pull_request.head.sha }} | |
- name: Install Python 3.12 | |
uses: actions/setup-python@v5 | |
with: | |
python-version: "3.12" | |
- name: Setup NodeJS (for CML) | |
uses: actions/setup-node@v3 # For CML | |
with: | |
node-version: '16' | |
- name: Setup CML | |
uses: iterative/setup-cml@v1 | |
- name: Install Poetry | |
uses: snok/install-poetry@v1 | |
- name: Install Dependencies | |
run: poetry install --no-interaction --no-root --with=pytest,metrics --without=dev,docs,linters | |
- name: Install Project | |
run: poetry install --no-interaction --with=pytest,metrics --without=dev,docs,linters | |
- name: Train model | |
run: poetry run pytest tests/test_model_performance.py -n 1 --durations=0 | |
- name: Download metrics from main | |
uses: dawidd6/action-download-artifact@v2 | |
with: | |
repo: ourownstory/neural_prophet | |
branch: main | |
name: metrics | |
path: tests/metrics-main/ | |
if_no_artifact_found: warn | |
- name: Open Benchmark Report | |
run: echo "## Model Benchmark" >> report.md | |
- name: Write Benchmark Report | |
run: poetry run python tests/metrics/compareMetrics.py >> report.md | |
- name: Publish Report with CML | |
env: | |
REPO_TOKEN: ${{ secrets.GITHUB_TOKEN }} | |
run: | | |
echo "<details><summary>Model training plots</summary>" >> report.md | |
echo "" >> report.md | |
echo "## Model Training" >> report.md | |
echo "" >> report.md | |
echo "### PeytonManning" >> report.md | |
cml asset publish tests/metrics/PeytonManning.svg --md >> report.md | |
echo "" >> report.md | |
echo "### YosemiteTemps" >> report.md | |
cml asset publish tests/metrics/YosemiteTemps.svg --md >> report.md | |
echo "" >> report.md | |
echo "### AirPassengers" >> report.md | |
cml asset publish tests/metrics/AirPassengers.svg --md >> report.md | |
echo "" >> report.md | |
echo "### EnergyPriceDaily" >> report.md | |
cml asset publish tests/metrics/EnergyPriceDaily.svg --md >> report.md | |
echo "" >> report.md | |
echo "</details>" >> report.md | |
echo "" >> report.md | |
cml comment update --target=pr report.md # Post reports as comments in GitHub PRs | |
cml check create --title=ModelReport report.md # update status of check in PR | |
- name: Upload metrics if on main | |
if: github.ref == 'refs/heads/main' | |
uses: actions/upload-artifact@v3 | |
with: | |
name: metrics | |
path: tests/metrics/ |