Joren/dynamic magic #11
Workflow file for this run
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| name: Build and run MLPerf Tiny Networks | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| workflow_dispatch: | |
| inputs: | |
| container-tag: | |
| description: 'Container tag' | |
| required: true | |
| default: 'main' | |
| jobs: | |
| build-and-run-networks: | |
| runs-on: ubuntu-latest | |
| container: | |
| image: ghcr.io/kuleuven-micas/snax-mlir:${{ github.event.inputs.container-tag || 'main' }} | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Install snax compiler | |
| run: | | |
| /opt/python3.11/bin/python3 -m pip install -e . | |
| - name: Reinstall pip modules from requirements | |
| run: | | |
| /opt/python3.11/bin/python3 -m pip install -r requirements.txt | |
| - name: Anomaly detection | |
| run: | | |
| export PATH=/opt/python3.11/bin:$PATH | |
| make ad01_int8.preproc.mlir | |
| xdsl-opt ad01_int8.preproc.mlir | |
| working-directory: kernels/mlperf_tiny_ad01 | |
| - name: Image classfication | |
| run: | | |
| export PATH=/opt/python3.11/bin:$PATH | |
| make pretrainedResnet_quant.preproc.mlir | |
| working-directory: kernels/mlperf_tiny_ic | |
| - name: Visual Wake Words | |
| run: | | |
| export PATH=/opt/python3.11/bin:$PATH | |
| make vww_96_int8.preproc.mlir | |
| working-directory: kernels/mlperf_tiny_vww | |
| - name: Keyword spotting | |
| run: | | |
| export PATH=/opt/python3.11/bin:$PATH | |
| make kws_ref_model.preproc.mlir | |
| working-directory: kernels/mlperf_tiny_kws |