LOAD TEST - hosted inference #253
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| name: LOAD TEST - hosted inference | |
| on: | |
| workflow_dispatch: | |
| inputs: | |
| environment: | |
| type: choice | |
| description: Which environment to test? | |
| options: | |
| - staging | |
| - production | |
| model_type: | |
| type: choice | |
| description: Which model type to test? | |
| options: | |
| - object-detection | |
| - instance-segmentation | |
| - classification | |
| - workflows | |
| jobs: | |
| build: | |
| runs-on: | |
| labels: depot-ubuntu-22.04-8 | |
| group: public-depot | |
| timeout-minutes: 30 | |
| steps: | |
| - name: 🛎️ Checkout | |
| uses: actions/checkout@v4 | |
| with: | |
| ref: ${{ github.head_ref }} | |
| - name: 🐍 Set up Python 3.10 | |
| uses: actions/setup-python@v5 | |
| with: | |
| python-version: "3.10" | |
| - name: 📦 Cache Python packages | |
| uses: actions/cache@v3 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ runner.os }}-pip-${{ matrix.python-version }}-${{ hashFiles('requirements/**') }} | |
| restore-keys: | | |
| ${{ runner.os }}-pip-${{ matrix.python-version }}- | |
| - name: 📦 Install JQ | |
| uses: dcarbone/install-jq-action@v2.1.0 | |
| - name: 📦 Install dependencies required to run inference-cli | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install --upgrade setuptools | |
| pip install -r requirements/requirements.cli.txt -r requirements/requirements.test.unit.txt -r requirements/requirements.sdk.http.txt | |
| - name: 🏋️♂️ Load test 🚨 PRODUCTION 🚨 | object-detection 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'production' && github.event.inputs.model_type == 'object-detection' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_PRODUCTION_API_KEY }} python -m inference_cli.main benchmark api-speed -m coco/16 -d coco -rps 5 -br 500 -h https://detect.roboflow.com --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 🚨 PRODUCTION 🚨 | instance-segmentation 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'production' && github.event.inputs.model_type == 'instance-segmentation' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_PRODUCTION_API_KEY }} python -m inference_cli.main benchmark api-speed -m asl-poly-instance-seg/53 -d coco -rps 5 -br 500 -h https://outline.roboflow.com --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 🚨 PRODUCTION 🚨 | classification 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'production' && github.event.inputs.model_type == 'classification' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_PRODUCTION_API_KEY }} python -m inference_cli.main benchmark api-speed -m vehicle-classification-eapcd/2 -d coco -rps 5 -br 500 -h https://classify.roboflow.com --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 🚨 PRODUCTION 🚨 | workflows 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'production' && github.event.inputs.model_type == 'workflows' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_PRODUCTION_API_KEY }} python -m inference_cli.main benchmark api-speed -wid workflows-production-test -wn paul-guerrie-tang1 -d coco -rps 5 -br 500 -h https://classify.roboflow.com --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 😎 STAGING 😎 | object-detection 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'staging' && github.event.inputs.model_type == 'object-detection' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_STAGING_API_KEY }} python -m inference_cli.main benchmark api-speed -m eye-detection/35 -d coco -rps 5 -br 500 -h https://lambda-object-detection.staging.roboflow.com --legacy-endpoints --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 😎 STAGING 😎 | instance-segmentation 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'staging' && github.event.inputs.model_type == 'instance-segmentation' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_STAGING_API_KEY }} python -m inference_cli.main benchmark api-speed -m asl-instance-seg/116 -d coco -rps 5 -br 500 -h https://lambda-instance-segmentation.staging.roboflow.com --legacy-endpoints --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 😎 STAGING 😎 | classification 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'staging' && github.event.inputs.model_type == 'classification' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_STAGING_API_KEY }} python -m inference_cli.main benchmark api-speed -m catdog/28 -d coco -rps 5 -br 500 -h https://lambda-classification.staging.roboflow.com --legacy-endpoints --yes --output_location test_results.json | |
| - name: 🏋️♂️ Load test 😎 STAGING 😎 | workflows 🔥🔥🔥🔥 | |
| if: ${{ github.event.inputs.environment == 'staging' && github.event.inputs.model_type == 'workflows' }} | |
| run: | | |
| ROBOFLOW_API_KEY=${{ secrets.LOAD_TEST_STAGING_API_KEY }} python -m inference_cli.main benchmark api-speed -wid workflows-staging-test -wn paul-guerrie -d coco -rps 5 -br 500 -h https://lambda-classification.staging.roboflow.com --legacy-endpoints --yes --output_location test_results.json | |
| - name: 📈 RESULTS | |
| run: cat test_results.json | jq |