Pytorch Yolo Detection #334
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| name: Pytorch Yolo Detection | |
| on: | |
| schedule: | |
| - cron: "0 0 * * *" | |
| push: | |
| branches: ['*'] | |
| paths: | |
| - ".github/workflows/build_pytorch_yolo.yml" | |
| - "pytorch-yolo-image/**" | |
| - "scripts/install_libtorch.sh" | |
| pull_request: | |
| branches: ['*'] | |
| paths: | |
| - ".github/workflows/build_pytorch_yolo.yml" | |
| - "pytorch-yolo-image/**" | |
| - "scripts/install_libtorch.sh" | |
| env: | |
| CARGO_TERM_COLOR: always | |
| jobs: | |
| build_pytorch_examples: | |
| runs-on: ubuntu-latest | |
| strategy: | |
| matrix: | |
| rust: [1.71] | |
| container: | |
| image: wasmedge/wasmedge:ubuntu-build-clang | |
| steps: | |
| - name: Checkout Wasi-NN examples | |
| uses: actions/checkout@v3 | |
| with: | |
| fetch-depth: 0 | |
| - name: Install Rust-stable | |
| uses: dtolnay/rust-toolchain@stable | |
| with: | |
| toolchain: ${{ matrix.rust }} | |
| target: wasm32-wasi | |
| - name: Install LibTorch | |
| working-directory: scripts | |
| run: | | |
| set -e | |
| bash install_libtorch.sh | |
| cp ./libtorch/lib/* /lib/ | |
| - name: Install WasmEdge | |
| env: | |
| CMAKE_BUILD_TYPE: "Release" | |
| VERSION: "0.13.4" | |
| run: | | |
| curl -sSf https://raw.githubusercontent.com/WasmEdge/WasmEdge/master/utils/install.sh | bash -s -- -v $VERSION --plugins wasi_nn-pytorch -p /usr/local | |
| - name: Build and run pytorch-yolo-detection | |
| run: | | |
| cd pytorch-yolo-image | |
| cd rust | |
| cargo build --target=wasm32-wasi --release | |
| cp target/wasm32-wasi/release/wasmedge-wasinn-example-yolo-image.wasm .. | |
| cd .. | |
| wasmedge --dir .:. wasmedge-wasinn-example-yolo-image.wasm ./yolov8n.torchscript ./input.jpg |