Pytorch Yolo Detection #145
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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 |