add conv kernel #1217
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| name: Build MLPerf Tiny Networks | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| workflow_dispatch: | |
| jobs: | |
| build-and-run-networks: | |
| runs-on: ubuntu-latest | |
| container: | |
| image: ghcr.io/kuleuven-micas/snax:v0.2.2 | |
| strategy: | |
| matrix: | |
| model: | |
| - name: ad01_int8 | |
| dir: kernels/mlperf_tiny_ad01 | |
| - name: pretrainedResnet_quant | |
| dir: kernels/mlperf_tiny_ic | |
| - name: vww_96_int8 | |
| dir: kernels/mlperf_tiny_vww | |
| - name: kws_ref_model | |
| dir: kernels/mlperf_tiny_kws | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Install snax-mlir | |
| run: | | |
| python3 -m pip install '-e.[dev,nn]' | |
| - name: snax-opt network compilation | |
| run: | | |
| make ${{ matrix.model.name }}.o | |
| working-directory: ${{ matrix.model.dir }} | |
| - name: vanilla network compilation | |
| run: | | |
| make ${{ matrix.model.name }}.no-snax-opt.o | |
| working-directory: ${{ matrix.model.dir }} | |