Pytorch Yolo Detection #348
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: 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 |