[inferno-ml] Change parameter input/output representation (#147) #421
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| name: build | |
| on: | |
| workflow_dispatch: | |
| push: | |
| branches: [main] | |
| pull_request: | |
| branches: [main] | |
| concurrency: | |
| group: "${{ github.workflow }}-${{ github.ref }}" | |
| cancel-in-progress: true | |
| jobs: | |
| build: | |
| runs-on: ubuntu-latest | |
| timeout-minutes: 300 | |
| env: | |
| MNIST_FNAME: /tmp/mnist/mnist.ts.pt | |
| MNIST_COMMIT: 94b288a631362aa44edc219eb8f54a7c39891169 | |
| steps: | |
| - uses: actions/checkout@v4 | |
| # Lint code with HLint | |
| - name: Set up HLint | |
| uses: haskell-actions/hlint-setup@v2 | |
| with: | |
| version: "3.8" | |
| - name: Run HLint | |
| uses: haskell-actions/hlint-run@v2 | |
| with: | |
| path: '["inferno-core/", "inferno-lsp/", "inferno-ml/", "inferno-ml-server-types/", "inferno-types/", "inferno-vc/"]' | |
| fail-on: error | |
| - uses: cachix/install-nix-action@v18 | |
| with: | |
| install_url: https://releases.nixos.org/nix/nix-2.13.3/install | |
| extra_nix_config: | | |
| fallback = true | |
| substituters = https://cache.nixos.org https://cache.iog.io | |
| trusted-public-keys = cache.nixos.org-1:6NCHdD59X431o0gWypbMrAURkbJ16ZPMQFGspcDShjY= hydra.iohk.io:f/Ea+s+dFdN+3Y/G+FDgSq+a5NEWhJGzdjvKNGv0/EQ= | |
| narinfo-cache-negative-ttl = 60 | |
| - uses: cachix/cachix-action@v12 | |
| with: | |
| name: inferno | |
| authToken: "${{ secrets.CACHIX_TOKEN }}" | |
| - uses: DeterminateSystems/magic-nix-cache-action@main | |
| # Build inferno and run all tests | |
| - run: | | |
| nix build -L .# | |
| # Download and train MNIST model to test Inferno's torchscript model loader | |
| - name: Restore cached MNIST model | |
| id: cache-mnist | |
| uses: actions/cache/restore@v3 | |
| with: | |
| path: ${{ env.MNIST_FNAME }} | |
| key: ${{ env.MNIST_COMMIT }} | |
| - name: Download and train MNIST (if not cached) | |
| if: steps.cache-mnist.outputs.cache-hit != 'true' | |
| run: | | |
| nix develop .#pytorch -c .github/torch.sh | |
| - name: Cache MNIST model | |
| uses: actions/cache/save@v3 | |
| with: | |
| path: ${{ env.MNIST_FNAME }} | |
| key: ${{ steps.cache-mnist.outputs.cache-primary-key }} | |
| - name: Run inferno on MNIST | |
| working-directory: inferno-ml/test/ | |
| run: | | |
| cp ${MNIST_FNAME} ./ | |
| nix run .#inferno-ml -- mnist.inferno | |
| # Downhole autoencoder example | |
| - name: Download and run downhole autoencode model | |
| working-directory: inferno-ml/test/ | |
| run: | | |
| wget https://www.dropbox.com/s/gshxebydlwqvspj/downhole_autoencoder.ts.pt?dl=1 -O downhole_autoencoder.ts.pt | |
| nix run .#inferno-ml -- downhole-autoencoder.inferno |