Add support for tflite models from MLPerf Tiny (#59) #4
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| 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 |