TFlite examples #492
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| name: TFlite examples | |
| on: | |
| schedule: | |
| - cron: "0 0 * * *" | |
| workflow_dispatch: | |
| inputs: | |
| logLevel: | |
| description: 'Log level' | |
| required: true | |
| default: 'info' | |
| push: | |
| branches: [ '*' ] | |
| paths: | |
| - ".github/workflows/tflite.yml" | |
| - "tflite-birds_v1-image/**" | |
| pull_request: | |
| branches: [ '*' ] | |
| paths: | |
| - ".github/workflows/tflite.yml" | |
| - "tflite-birds_v1-image/**" | |
| jobs: | |
| build: | |
| runs-on: ubuntu-20.04 | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Install apt-get packages | |
| run: | | |
| echo RESET grub-efi/install_devices | sudo debconf-communicate grub-pc | |
| sudo ACCEPT_EULA=Y apt-get update | |
| sudo ACCEPT_EULA=Y apt-get upgrade | |
| sudo apt-get install wget git curl software-properties-common build-essential | |
| - name: Install Rust target for wasm | |
| run: | | |
| rustup target add wasm32-wasi | |
| - name: Install WasmEdge + WASI-NN + TFLite | |
| run: | | |
| VERSION=0.13.4 | |
| TFVERSION=2.12.0 | |
| curl -s -L -O --remote-name-all https://github.com/second-state/WasmEdge-tensorflow-deps/releases/download/TF-2.12.0-CC/WasmEdge-tensorflow-deps-TFLite-TF-$TFVERSION-CC-manylinux2014_x86_64.tar.gz | |
| tar -zxf WasmEdge-tensorflow-deps-TFLite-TF-$TFVERSION-CC-manylinux2014_x86_64.tar.gz | |
| rm -f WasmEdge-tensorflow-deps-TFLite-TF-$TFVERSION-CC-manylinux2014_x86_64.tar.gz | |
| sudo mv libtensorflowlite_c.so /usr/local/lib | |
| sudo mv libtensorflowlite_flex.so /usr/local/lib | |
| curl -sSf https://raw.githubusercontent.com/WasmEdge/WasmEdge/master/utils/install.sh | sudo bash -s -- -v $VERSION --plugins wasi_nn-tensorflowlite -p /usr/local | |
| - name: Example | |
| run: | | |
| cd tflite-birds_v1-image/rust | |
| cargo build --target wasm32-wasi --release | |
| cd .. | |
| wasmedge compile rust/target/wasm32-wasi/release/wasmedge-wasinn-example-tflite-bird-image.wasm wasmedge-wasinn-example-tflite-bird-image.wasm | |
| wasmedge --dir .:. wasmedge-wasinn-example-tflite-bird-image.wasm lite-model_aiy_vision_classifier_birds_V1_3.tflite bird.jpg | |