ci: update version string in docs

chore: fix typos in comments and docs (#934 )
docs: cat-dog example (#929 )
2026-01-13 00:08:12 -05:00 · 2025-02-09 00:13:36 +00:00 · 2025-02-08 19:13:17 -05:00 · 2025-02-08 17:30:13 -05:00 · 2025-02-08 12:40:53 -05:00 · 2025-02-07 16:05:59 -05:00
26 changed files with 1452 additions and 216 deletions
--- a/.github/workflows/benchmarks.yml
+++ b/.github/workflows/benchmarks.yml
@@ -12,10 +12,10 @@ jobs:
      contents: read
    runs-on: self-hosted
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -29,10 +29,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -46,10 +46,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -63,10 +63,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -80,10 +80,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -97,10 +97,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -114,10 +114,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -131,10 +131,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -148,10 +148,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -165,10 +165,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
@@ -182,10 +182,10 @@ jobs:
    runs-on: self-hosted
    needs: [bench_poseidon]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
--- a/.github/workflows/engine.yml
+++ b/.github/workflows/engine.yml
@@ -24,15 +24,15 @@ jobs:
    runs-on: ubuntu-latest
    if: startsWith(github.ref, 'refs/tags/')
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: jetli/wasm-pack-action@v0.4.0
+      - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa  #v0.4.0
        with:
          # Pin to version 0.12.1
          version: 'v0.12.1'
@@ -176,7 +176,7 @@ jobs:
          curl -s "https://raw.githubusercontent.com/zkonduit/ezkljs-engine/main/README.md" > ./pkg/README.md

      - name: Set up Node.js
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7  #v3.8.2
        with:
          node-version: "18.12.1"
          registry-url: "https://registry.npmjs.org"
@@ -201,7 +201,7 @@ jobs:
        RELEASE_TAG: ${{ github.ref_name }}
    if: startsWith(github.ref, 'refs/tags/')
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
      - name: Update version in package.json
@@ -230,13 +230,13 @@ jobs:
          NR==30{$0="    specifier: \"" tag "\""}
          NR==31{$0="    version: \"" tag "\""}
          NR==400{$0="  /@ezkljs/engine@" tag ":"}
-          NR==401{$0="    resolution: {integrity: \"" integrity "\"}"} 1' in-browser-evm-verifier/pnpm-lock.yaml > temp.yaml && mv temp.yaml in-browser-evm-verifier/pnpm-lock.yaml  
+          NR==401{$0="    resolution: {integrity: \"" integrity "\"}"} 1' in-browser-evm-verifier/pnpm-lock.yaml > temp.yaml && mv temp.yaml in-browser-evm-verifier/pnpm-lock.yaml
      - name: Use pnpm 8
-        uses: pnpm/action-setup@v2
+        uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b  #v2.4.1
        with:
          version: 8
      - name: Set up Node.js
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7  #v3.8.2
        with:
          node-version: "18.12.1"
          registry-url: "https://registry.npmjs.org"
@@ -247,4 +247,4 @@ jobs:
          pnpm run build
          pnpm publish --no-git-checks
        env:
-          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}  
+          NODE_AUTH_TOKEN: ${{ secrets.NPM_TOKEN }}
--- a/.github/workflows/large-tests.yml
+++ b/.github/workflows/large-tests.yml
@@ -10,10 +10,10 @@ jobs:
      contents: read
    runs-on: kaiju
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
--- a/.github/workflows/pypi-gpu.yml
+++ b/.github/workflows/pypi-gpu.yml
@@ -28,34 +28,36 @@ jobs:
    env:
      RELEASE_TAG: ${{ github.ref_name }}
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: 3.12
          architecture: x64

-      - name: Set pyproject.toml version to match github tag
+      - name: Set pyproject.toml version to match github tag and rename ezkl to ezkl-gpu
        shell: bash
        run: |
            mv pyproject.toml pyproject.toml.orig
-            sed "s/ezkl/ezkl-gpu/" pyproject.toml.orig >pyproject.toml
-            sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" pyproject.toml.orig >pyproject.toml
+            sed "s/ezkl/ezkl-gpu/" pyproject.toml.orig > pyproject.toml.tmp
+            sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" pyproject.toml.tmp > pyproject.toml

-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2023-06-27
          override: true
          components: rustfmt, clippy

-      - name: Set Cargo.toml version to match github tag
+      - name: Set Cargo.toml version to match github tag and rename ezkl to ezkl-gpu
        shell: bash
+        # the ezkl substitution here looks for the first instance of name = "ezkl" and changes it to "ezkl-gpu"
        run: |
          mv Cargo.toml Cargo.toml.orig
-          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.toml.orig >Cargo.toml
+          sed "0,/name = \"ezkl\"/s/name = \"ezkl\"/name = \"ezkl-gpu\"/" Cargo.toml.orig > Cargo.toml.tmp
+          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.toml.tmp > Cargo.toml
          mv Cargo.lock Cargo.lock.orig
-          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.lock.orig >Cargo.lock
+          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.lock.orig > Cargo.lock

      - name: Install required libraries
        shell: bash
@@ -63,7 +65,7 @@ jobs:
          sudo apt-get update && sudo apt-get install -y openssl pkg-config libssl-dev

      - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.target }}
          manylinux: auto
@@ -76,7 +78,7 @@ jobs:
          pip install ezkl-gpu --no-index --find-links dist --force-reinstall

      - name: Upload wheels
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08  #v4.6.0
        with:
          name: wheels
          path: dist
@@ -92,7 +94,7 @@ jobs:
    # needs: [ macos, windows, linux, linux-cross, musllinux, musllinux-cross ]
    needs: [linux]
    steps:
-      - uses: actions/download-artifact@v3
+      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16  #v4.1.8
        with:
          name: wheels
      - name: List Files
@@ -104,14 +106,14 @@ jobs:
      # publishes to PyPI
      - name: Publish package distributions to PyPI
        continue-on-error: true
-        uses: pypa/gh-action-pypi-publish@unstable/v1
+        uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc  #v1.12.4
        with:
-          packages-dir: ./
+          packages-dir: ./wheels

      # publishes to TestPyPI
      - name: Publish package distribution to TestPyPI
        continue-on-error: true
-        uses: pypa/gh-action-pypi-publish@unstable/v1
+        uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc  #v1.12.4
        with:
          repository-url: https://test.pypi.org/legacy/
-          packages-dir: ./
+          packages-dir: ./wheels
--- a/.github/workflows/pypi.yml
+++ b/.github/workflows/pypi.yml
@@ -26,10 +26,10 @@ jobs:
    env:
        RELEASE_TAG: ${{ github.ref_name }}
    steps:
-      - uses: actions/checkout@v4
-        with: 
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: 3.12
          architecture: x64
@@ -48,7 +48,7 @@ jobs:
          mv Cargo.lock Cargo.lock.orig
          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.lock.orig >Cargo.lock

-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
@@ -56,13 +56,13 @@ jobs:

      - name: Build wheels
        if: matrix.target == 'universal2-apple-darwin'
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.target }}
          args: --release --out dist --features python-bindings
      - name: Build wheels
        if: matrix.target == 'x86_64'
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.target }}
          args: --release --out dist --features python-bindings
@@ -73,7 +73,7 @@ jobs:
          python -c "import ezkl"

      - name: Upload wheels
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08  #v4.6.0
        with:
          name: dist-macos-${{ matrix.target }}
          path: dist
@@ -87,10 +87,10 @@ jobs:
      matrix:
        target: [x64, x86]
    steps:
-      - uses: actions/checkout@v4
-        with: 
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: 3.12
          architecture: ${{ matrix.target }}
@@ -113,14 +113,14 @@ jobs:
          mv Cargo.lock Cargo.lock.orig
          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.lock.orig >Cargo.lock

-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy

      - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.target }}
          args: --release --out dist --features python-bindings
@@ -130,7 +130,7 @@ jobs:
          python -c "import ezkl"

      - name: Upload wheels
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08  #v4.6.0 #v4.6.0
        with:
          name: dist-windows-${{ matrix.target }}
          path: dist
@@ -144,10 +144,10 @@ jobs:
      matrix:
        target: [x86_64]
    steps:
-      - uses: actions/checkout@v4
-        with: 
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: 3.12
          architecture: x64
@@ -176,7 +176,7 @@ jobs:
          sudo apt-get update && sudo apt-get install -y openssl pkg-config libssl-dev

      - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.target }}
          manylinux: auto
@@ -203,7 +203,7 @@ jobs:
          python -c "import ezkl"

      - name: Upload wheels
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08  #v4.6.0
        with:
          name: dist-linux-${{ matrix.target }}
          path: dist
@@ -218,10 +218,10 @@ jobs:
        target:
          - x86_64-unknown-linux-musl
    steps:
-      - uses: actions/checkout@v4
-        with: 
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: 3.12
          architecture: x64
@@ -250,7 +250,7 @@ jobs:
          sudo apt-get update && sudo apt-get install -y pkg-config libssl-dev

      - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.target }}
          manylinux: musllinux_1_2
@@ -271,9 +271,9 @@ jobs:
            python3 -c "import ezkl"

      - name: Upload wheels
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08  #v4.6.0
        with:
-          name: name: dist-musllinux-${{ matrix.target }}
+          name: dist-musllinux-${{ matrix.target }}
          path: dist

  musllinux-cross:
@@ -287,10 +287,10 @@ jobs:
          - target: aarch64-unknown-linux-musl
            arch: aarch64
    steps:
-      - uses: actions/checkout@v4
-        with: 
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: 3.12

@@ -313,13 +313,13 @@ jobs:
          sed "s/0\\.0\\.0/${RELEASE_TAG//v}/" Cargo.lock.orig >Cargo.lock

      - name: Build wheels
-        uses: PyO3/maturin-action@v1
+        uses: PyO3/maturin-action@5f8a1b3b0aad13193f46c9131f9b9e663def8ce5  #v1.46.0
        with:
          target: ${{ matrix.platform.target }}
          manylinux: musllinux_1_2
          args: --release --out dist --features python-bindings

-      - uses: uraimo/run-on-arch-action@v2.8.1
+      - uses: uraimo/run-on-arch-action@5397f9e30a9b62422f302092631c99ae1effcd9e  #v2.8.1
        name: Install built wheel
        with:
          arch: ${{ matrix.platform.arch }}
@@ -334,7 +334,7 @@ jobs:
            python3 -c "import ezkl"

      - name: Upload wheels
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@65c4c4a1ddee5b72f698fdd19549f0f0fb45cf08  #v4.6.0
        with:
          name: dist-musllinux-${{ matrix.platform.target }}
          path: dist
@@ -347,26 +347,26 @@ jobs:
    if: "startsWith(github.ref, 'refs/tags/')"
    needs: [macos, windows, linux, musllinux, musllinux-cross]
    steps:
-      - uses: actions/download-artifact@v3
+      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16  #v4.1.8
        with:
          pattern: dist-*
          merge-multiple: true
-          path: dist
+          path: wheels
      - name: List Files
        run: ls -R
-      
+
      # # publishes to TestPyPI
      # - name: Publish package distribution to TestPyPI
-      #   uses: pypa/gh-action-pypi-publish@unstable/v1
+      #   uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc  #v1.12.4
      #   with:
      #     repository-url: https://test.pypi.org/legacy/
      #     packages-dir: ./

      # publishes to PyPI
      - name: Publish package distributions to PyPI
-        uses: pypa/gh-action-pypi-publish@unstable/v1
+        uses: pypa/gh-action-pypi-publish@76f52bc884231f62b9a034ebfe128415bbaabdfc  #v1.12.4
        with:
-          packages-dir: ./
+          packages-dir: ./wheels


  doc-publish:
@@ -377,7 +377,7 @@ jobs:
    needs: pypi-publish
    steps:
      - uses: actions/checkout@v4
-        with: 
+        with:
          persist-credentials: false
      - name: Trigger RTDs build
        uses: dfm/rtds-action@v1
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -30,7 +30,7 @@ jobs:

      - name: Create Github Release
        id: create-release
-        uses: softprops/action-gh-release@v1
+        uses: softprops/action-gh-release@c95fe1489396fe8a9eb87c0abf8aa5b2ef267fda  #v2.2.1
        with:
          token: ${{ secrets.RELEASE_TOKEN }}
          tag_name: ${{ env.EZKL_VERSION }}
@@ -49,14 +49,14 @@ jobs:
      RUST_BACKTRACE: 1
      PCRE2_SYS_STATIC: 1
    steps:
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
      - name: Checkout repo
-        uses: actions/checkout@v4
-        with: 
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false


@@ -90,7 +90,7 @@ jobs:
          echo "ASSET=build-artifacts/ezkl-linux-gpu.tar.gz" >> $GITHUB_ENV

      - name: Upload release archive
-        uses: actions/upload-release-asset@v1.0.2
+        uses: actions/upload-release-asset@e8f9f06c4b078e705bd2ea027f0926603fc9b4d5  #v1.0.2
        env:
          GITHUB_TOKEN: ${{ secrets.RELEASE_TOKEN }}
        with:
@@ -144,8 +144,8 @@ jobs:

    steps:
      - name: Checkout repo
-        uses: actions/checkout@v4
-        with: 
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false

      - name: Get release version from tag
@@ -170,7 +170,7 @@ jobs:
          fi

      - name: Install Rust
-        uses: dtolnay/rust-toolchain@nightly
+        uses: dtolnay/rust-toolchain@4f94fbe7e03939b0e674bcc9ca609a16088f63ff  #nightly branch, TODO: update when required
        with:
          target: ${{ matrix.target }}

@@ -196,7 +196,7 @@ jobs:
          echo "target flag is: ${{ env.TARGET_FLAGS }}"
          echo "target dir is: ${{ env.TARGET_DIR }}"

-      - name: Build release binary (no asm or metal) 
+      - name: Build release binary (no asm or metal)
        if: matrix.build != 'linux-gnu' && matrix.build != 'macos-aarch64'
        run: ${{ env.CARGO }} build --release ${{ env.TARGET_FLAGS }} -Z sparse-registry

@@ -233,7 +233,7 @@ jobs:
          echo "ASSET=build-artifacts/ezkl-win.zip" >> $GITHUB_ENV

      - name: Upload release archive
-        uses: actions/upload-release-asset@v1.0.2
+        uses: actions/upload-release-asset@e8f9f06c4b078e705bd2ea027f0926603fc9b4d5  #v1.0.2
        env:
          GITHUB_TOKEN: ${{ secrets.RELEASE_TOKEN }}
        with:
--- a/.github/workflows/rust.yml
+++ b/.github/workflows/rust.yml
@@ -25,10 +25,10 @@ jobs:
      contents: read
    runs-on: large-self-hosted
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
@@ -45,10 +45,10 @@ jobs:
      contents: read
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
@@ -61,10 +61,10 @@ jobs:
      contents: read
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
@@ -77,15 +77,15 @@ jobs:
      contents: read
    runs-on: ubuntu-latest-32-cores
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -102,19 +102,19 @@ jobs:
  #   env:
  #     ENABLE_ICICLE_GPU: true
  #   steps:
-  #     - uses: actions/checkout@v4
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
  # with:
  #   persist-credentials: false
-  #     - uses: actions-rs/toolchain@v1
+  #     - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
  #       with:
  #         toolchain: nightly-2024-07-18
  #         override: true
  #         components: rustfmt, clippy
-  #     - uses: baptiste0928/cargo-install@v1
+  #     - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
  #       with:
  #         crate: cargo-nextest
  #         locked: true
-  #     - uses: mwilliamson/setup-wasmtime-action@v2
+  #     - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6  #v2.0.0
  #       with:
  #         wasmtime-version: "3.0.1"
  #     - name: Install wasm32-wasi
@@ -139,19 +139,19 @@ jobs:
      contents: read
    runs-on: non-gpu
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
-      - uses: mwilliamson/setup-wasmtime-action@v2
+      - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6  #v2.0.0
        with:
          wasmtime-version: "3.0.1"
      - name: Install wasm32-wasi
@@ -176,19 +176,19 @@ jobs:
      contents: read
    runs-on: non-gpu
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
-      - uses: mwilliamson/setup-wasmtime-action@v2
+      - uses: mwilliamson/setup-wasmtime-action@bf814d7d8fc3c3a77dfe114bd9fb8a2c575f6ad6  #v2.0.0
        with:
          wasmtime-version: "3.0.1"
      - name: Install wasm32-wasi
@@ -213,15 +213,15 @@ jobs:
      contents: read
    runs-on: ubuntu-latest-16-cores
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -233,19 +233,19 @@ jobs:
      contents: read
    runs-on: non-gpu
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: jetli/wasm-pack-action@v0.4.0
+      - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa  #v0.4.0
        with:
          # Pin to version 0.12.1
          version: "v0.12.1"
-      - uses: nanasess/setup-chromedriver@v2
+      - uses: nanasess/setup-chromedriver@e93e57b843c0c92788f22483f1a31af8ee48db25  #v2.3.0
        # with:
        #   chromedriver-version: "115.0.5790.102"
      - name: Install wasm32-unknown-unknown
@@ -262,15 +262,15 @@ jobs:
      contents: read
    runs-on: non-gpu
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -329,27 +329,27 @@ jobs:
    runs-on: non-gpu
    needs: [build, library-tests, docs, python-tests, python-integration-tests]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
      - name: Use pnpm 8
-        uses: pnpm/action-setup@v2
+        uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b  #v2.4.1
        with:
          version: 8
      - name: Use Node.js 18.12.1
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7  #v3.8.2
        with:
          node-version: "18.12.1"
          cache: "pnpm"
@@ -414,28 +414,28 @@ jobs:
  #   runs-on: macos-13
  #   # needs: [build, library-tests, docs]
  #   steps:
-  #     - uses: actions/checkout@v4
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
  #       with:
  #         persist-credentials: false
-  #     - uses: actions-rs/toolchain@v1
+  #     - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
  #       with:
  #         toolchain: nightly-2024-07-18
  #         override: true
  #         components: rustfmt, clippy
-  #     - uses: jetli/wasm-pack-action@v0.4.0
+  #     - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa  #v0.4.0
  #       with:
  #         # Pin to version 0.12.1
  #         version: 'v0.12.1'
  #     - name: Add rust-src
  #       run: rustup component add rust-src --toolchain nightly-2024-07-18
-  #     - uses: actions/checkout@v3
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
  #       with:
  #         persist-credentials: false
  #     - name: Use pnpm 8
-  #       uses: pnpm/action-setup@v2
+  #       uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b  #v2.4.1
  #       with:
  #         version: 8
-  #     - uses: baptiste0928/cargo-install@v1
+  #     - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
  #       with:
  #         crate: cargo-nextest
  #         locked: true
@@ -448,15 +448,15 @@ jobs:
    runs-on: non-gpu
    needs: [build, library-tests, docs]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: jetli/wasm-pack-action@v0.4.0
+      - uses: jetli/wasm-pack-action@0d096b08b4e5a7de8c28de67e11e945404e9eefa  #v0.4.0
        with:
          # Pin to version 0.12.1
          version: "v0.12.1"
@@ -465,15 +465,15 @@ jobs:

      - name: Add rust-src
        run: rustup component add rust-src --toolchain nightly-2024-07-18-x86_64-unknown-linux-gnu
-      - uses: actions/checkout@v3
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
      - name: Use pnpm 8
-        uses: pnpm/action-setup@v2
+        uses: pnpm/action-setup@eae0cfeb286e66ffb5155f1a79b90583a127a68b  #v2.4.1
        with:
          version: 8
      - name: Use Node.js 18.12.1
-        uses: actions/setup-node@v3
+        uses: actions/setup-node@1a4442cacd436585916779262731d5b162bc6ec7  #v3.8.2
        with:
          node-version: "18.12.1"
          cache: "pnpm"
@@ -483,7 +483,7 @@ jobs:
        env:
          CI: false
          NODE_ENV: development
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -529,18 +529,18 @@ jobs:
  #   env:
  #     ENABLE_ICICLE_GPU: true
  #   steps:
-  #     - uses: actions/checkout@v4
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
  # with:
  #   persist-credentials: false
-  #     - uses: actions-rs/toolchain@v1
+  #     - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
  #       with:
  #         toolchain: nightly-2024-07-18
  #         override: true
  #         components: rustfmt, clippy
  #     - name: Add rust-src
  #       run: rustup component add rust-src --toolchain nightly-2024-07-18-x86_64-unknown-linux-gnu
-  #     - uses: actions/checkout@v3
-  #     - uses: baptiste0928/cargo-install@v1
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+  #     - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
  #       with:
  #         crate: cargo-nextest
  #         locked: true
@@ -567,15 +567,15 @@ jobs:
    runs-on: self-hosted
    needs: [build, library-tests, docs, python-tests, python-integration-tests]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: dtolnay/rust-toolchain@4f94fbe7e03939b0e674bcc9ca609a16088f63ff  #nightly branch, TODO: update when required
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -587,15 +587,15 @@ jobs:
  #   env:
  #     ENABLE_ICICLE_GPU: true
  #   steps:
-  #     - uses: actions/checkout@v4
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
  # with:
  #   persist-credentials: false
-  #     - uses: actions-rs/toolchain@v1
+  #     - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
  #       with:
  #         toolchain: nightly-2024-07-18
  #         override: true
  #         components: rustfmt, clippy
-  #     - uses: baptiste0928/cargo-install@v1
+  #     - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
  #       with:
  #         crate: cargo-nextest
  #         locked: true
@@ -608,15 +608,15 @@ jobs:
    runs-on: large-self-hosted
    needs: [build, library-tests, docs, python-tests, python-integration-tests]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -629,15 +629,15 @@ jobs:
    runs-on: large-self-hosted
    needs: [build, library-tests, docs, python-tests, python-integration-tests]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -654,15 +654,15 @@ jobs:
    runs-on: ubuntu-latest-32-cores
    needs: [build, library-tests, docs]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -675,13 +675,13 @@ jobs:
    runs-on: non-gpu
    needs: [build, library-tests, docs]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: "3.12"
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
@@ -705,18 +705,18 @@ jobs:
    runs-on: non-gpu
    needs: [build, library-tests, docs, python-tests, python-integration-tests]
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: "3.12"
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -756,18 +756,18 @@ jobs:
          # Maps tcp port 5432 on service container to the host
          - 5432:5432
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions/setup-python@v4
+      - uses: actions/setup-python@b64ffcaf5b410884ad320a9cfac8866006a109aa  #v4.8.0
        with:
          python-version: "3.11"
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -781,6 +781,8 @@ jobs:
        run: python -m venv .env --clear; source .env/bin/activate; pip install -r requirements.txt; python -m ensurepip --upgrade
      - name: Build python ezkl
        run: source .env/bin/activate; unset CONDA_PREFIX; maturin develop --features python-bindings --profile=test-runs
+      - name: Cat and Dog notebook
+        run: source .env/bin/activate; cargo nextest run py_tests::tests::cat_and_dog_notebook_
      - name: All notebooks
        run: source .env/bin/activate; cargo nextest run py_tests::tests::run_notebook_ --test-threads 1
      - name: Voice tutorial
@@ -812,15 +814,15 @@ jobs:
      contents: read
    runs-on: macos-latest
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
          components: rustfmt, clippy
-      - uses: baptiste0928/cargo-install@v1
+      - uses: baptiste0928/cargo-install@91c5da15570085bcde6f4d7aed98cb82d6769fd3  #v3.3.0
        with:
          crate: cargo-nextest
          locked: true
@@ -834,10 +836,10 @@ jobs:
    needs: [ios-integration-tests]

    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
--- a/.github/workflows/static-analysis.yml
+++ b/.github/workflows/static-analysis.yml
@@ -12,10 +12,10 @@ jobs:
      contents: read
    runs-on: ubuntu-latest
    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
-      - uses: actions-rs/toolchain@v1
+      - uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly-2024-07-18
          override: true
@@ -30,4 +30,3 @@ jobs:
        run: zizmor .


-    
--- a/.github/workflows/swift-pm.yml
+++ b/.github/workflows/swift-pm.yml
@@ -19,8 +19,8 @@ jobs:

    steps:
      - name: Checkout EZKL
-        uses: actions/checkout@v3
-        with: 
+        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
+        with:
          persist-credentials: false

      - name: Extract TAG from github.ref_name
@@ -34,7 +34,7 @@ jobs:
          echo "TAG=$NEW_TAG" >> $GITHUB_ENV

      - name: Install Rust (nightly)
-        uses: actions-rs/toolchain@v1
+        uses: actions-rs/toolchain@b2417cde72dcf67f306c0ae8e0828a81bf0b189f  #v1.0.6
        with:
          toolchain: nightly
          override: true
--- a/.github/workflows/tagging.yml
+++ b/.github/workflows/tagging.yml
@@ -11,12 +11,12 @@ jobs:
      contents: write

    steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683  #v4.2.2
        with:
          persist-credentials: false
      - name: Bump version and push tag
        id: tag_version
-        uses: mathieudutour/github-tag-action@v6.2
+        uses: mathieudutour/github-tag-action@a22cf08638b34d5badda920f9daf6e72c477b07b  #v6.2
        with:
          github_token: ${{ secrets.GITHUB_TOKEN }}

@@ -46,7 +46,7 @@ jobs:
          git tag $RELEASE_TAG

      - name: Push changes
-        uses: ad-m/github-push-action@master
+        uses: ad-m/github-push-action@77c5b412c50b723d2a4fbc6d71fb5723bcd439aa  #master
        env:
          RELEASE_TAG: ${{ steps.tag_version.outputs.new_tag }}
        with:
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1932,7 +1932,7 @@ dependencies = [
 ]

 [[package]]
-name = "ezkl"
+name = "ezkl-gpu"
 version = "0.0.0"
 dependencies = [
 "alloy",
--- a/benches/poseidon.rs
+++ b/benches/poseidon.rs
@@ -23,8 +23,6 @@ use halo2curves::bn256::{Bn256, Fr};
 use rand::rngs::OsRng;
 use snark_verifier::system::halo2::transcript::evm::EvmTranscript;

-const L: usize = 10;
-
 #[derive(Clone, Debug)]
 struct MyCircuit {
    image: ValTensor<Fr>,
@@ -40,7 +38,7 @@ impl Circuit<Fr> for MyCircuit {
    }

    fn configure(cs: &mut ConstraintSystem<Fr>) -> Self::Config {
-        PoseidonChip::<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE, 10>::configure(cs, ())
+        PoseidonChip::<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE>::configure(cs, ())
    }

    fn synthesize(
@@ -48,7 +46,7 @@ impl Circuit<Fr> for MyCircuit {
        config: Self::Config,
        mut layouter: impl Layouter<Fr>,
    ) -> Result<(), Error> {
-        let chip: PoseidonChip<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE, L> =
+        let chip: PoseidonChip<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE> =
            PoseidonChip::new(config);
        chip.layout(&mut layouter, &[self.image.clone()], 0, &mut HashMap::new())?;
        Ok(())
@@ -59,7 +57,7 @@ fn runposeidon(c: &mut Criterion) {
    let mut group = c.benchmark_group("poseidon");

    for size in [64, 784, 2352, 12288].iter() {
-        let k = (PoseidonChip::<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE, L>::num_rows(*size)
+        let k = (PoseidonChip::<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE>::num_rows(*size)
            as f32)
            .log2()
            .ceil() as u32;
@@ -67,7 +65,7 @@ fn runposeidon(c: &mut Criterion) {

        let message = (0..*size).map(|_| Fr::random(OsRng)).collect::<Vec<_>>();
        let _output =
-            PoseidonChip::<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE, L>::run(message.to_vec())
+            PoseidonChip::<PoseidonSpec, POSEIDON_WIDTH, POSEIDON_RATE>::run(message.to_vec())
                .unwrap();

        let mut image = Tensor::from(message.into_iter().map(Value::known));
--- a/docs/python/src/conf.py
+++ b/docs/python/src/conf.py
@@ -1,7 +1,7 @@
 import ezkl

 project = 'ezkl'
-release = '0.0.0'
+release = '20.0.3'
 version = release


--- a/examples/notebooks/cat_and_dog.ipynb
+++ b/examples/notebooks/cat_and_dog.ipynb
--- a/examples/notebooks/cat_and_dog_data.sh
+++ b/examples/notebooks/cat_and_dog_data.sh
@@ -0,0 +1,13 @@
+# download tess data
+# check if first argument has been set 
+if [ ! -z "$1" ]; then
+    DATA_DIR=$1
+else
+    DATA_DIR=data
+fi
+
+echo "Downloading data to $DATA_DIR"
+
+if [ ! -d "$DATA_DIR/CATDOG" ]; then
+    kaggle datasets download tongpython/cat-and-dog -p $DATA_DIR/CATDOG --unzip
+fi
--- a/src/bindings/python.rs
+++ b/src/bindings/python.rs
@@ -337,6 +337,8 @@ enum PyInputType {
    Int,
    ///
    TDim,
+    ///
+    Unknown,
 }

 impl From<InputType> for PyInputType {
@@ -348,6 +350,7 @@ impl From<InputType> for PyInputType {
            InputType::F64 => PyInputType::F64,
            InputType::Int => PyInputType::Int,
            InputType::TDim => PyInputType::TDim,
+            InputType::Unknown => PyInputType::Unknown,
        }
    }
 }
@@ -361,6 +364,7 @@ impl From<PyInputType> for InputType {
            PyInputType::F64 => InputType::F64,
            PyInputType::Int => InputType::Int,
            PyInputType::TDim => InputType::TDim,
+            PyInputType::Unknown => InputType::Unknown,
        }
    }
 }
@@ -375,6 +379,7 @@ impl FromStr for PyInputType {
            "f64" => Ok(PyInputType::F64),
            "int" => Ok(PyInputType::Int),
            "tdim" => Ok(PyInputType::TDim),
+            "unknown" => Ok(PyInputType::Unknown),
            _ => Err("Invalid value for InputType".to_string()),
        }
    }
@@ -592,7 +597,7 @@ fn poseidon_hash(message: Vec<PyFelt>) -> PyResult<Vec<PyFelt>> {
 /// Arguments
 /// -------
 /// message: list[str]
-///     List of field elements represnted as strings
+///     List of field elements represented as strings
 ///
 /// vk_path: str
 ///     Path to the verification key
@@ -651,7 +656,7 @@ fn kzg_commit(
 /// Arguments
 /// -------
 /// message: list[str]
-///     List of field elements represnted as strings
+///     List of field elements represented as strings
 ///
 /// vk_path: str
 ///     Path to the verification key
@@ -1945,7 +1950,7 @@ fn deploy_da_evm(
 ///     does the verifier use data attestation ?
 ///
 /// addr_vk: str
-///     The addess of the separate VK contract (if the verifier key is rendered as a separate contract)
+///     The address of the separate VK contract (if the verifier key is rendered as a separate contract)
 /// Returns
 /// -------
 /// bool
--- a/src/circuit/modules/polycommit.rs
+++ b/src/circuit/modules/polycommit.rs
@@ -1,7 +1,7 @@
 /*
 An easy-to-use implementation of the Poseidon Hash in the form of a Halo2 Chip. While the Poseidon Hash function
 is already implemented in halo2_gadgets, there is no wrapper chip that makes it easy to use in other circuits.
-Thanks to https://github.com/summa-dev/summa-solvency/blob/master/src/chips/poseidon/hash.rs for the inspiration (and also helping us understand how to use this).
+Thanks to https://github.com/summa-dev/summa-solvency/blob/master/zk_prover/src/chips/poseidon/hash.rs for the inspiration (and also helping us understand how to use this).
 */

 use std::collections::HashMap;
--- a/src/circuit/modules/poseidon.rs
+++ b/src/circuit/modules/poseidon.rs
@@ -1,7 +1,7 @@
 /*
 An easy-to-use implementation of the Poseidon Hash in the form of a Halo2 Chip. While the Poseidon Hash function
 is already implemented in halo2_gadgets, there is no wrapper chip that makes it easy to use in other circuits.
-Thanks to https://github.com/summa-dev/summa-solvency/blob/master/src/chips/poseidon/hash.rs for the inspiration (and also helping us understand how to use this).
+Thanks to https://github.com/summa-dev/summa-solvency/blob/master/zk_prover/src/chips/poseidon/hash.rs for the inspiration (and also helping us understand how to use this).
 */

 pub mod poseidon_params;
--- a/src/circuit/ops/layouts.rs
+++ b/src/circuit/ops/layouts.rs
@@ -349,7 +349,7 @@ pub fn sqrt<F: PrimeField + TensorType + PartialOrd + std::hash::Hash>(
        .into()
    };
    claimed_output.reshape(input_dims)?;
-    // force the output to be positive or zero, also implicitly checks that the ouput is in range
+    // force the output to be positive or zero, also implicitly checks that the output is in range
    let claimed_output = abs(config, region, &[claimed_output.clone()])?;
    // rescaled input
    let rescaled_input = pairwise(config, region, &[input.clone(), unit_scale], BaseOp::Mult)?;
@@ -1841,7 +1841,7 @@ pub(crate) fn get_missing_set_elements<

        // get the difference between the two vectors
        for eval in input_evals.iter() {
-            // delete first occurence of that value
+            // delete first occurrence of that value
            if let Some(pos) = fullset_evals.iter().position(|x| x == eval) {
                fullset_evals.remove(pos);
            }
@@ -1869,7 +1869,7 @@ pub(crate) fn get_missing_set_elements<
    region.increment(claimed_output.len());

    // input and claimed output should be the shuffles of fullset
-    // concatentate input and claimed output
+    // concatenate input and claimed output
    let input_and_claimed_output = input.concat(claimed_output.clone())?;

    // assert that this is a permutation/shuffle
@@ -3396,7 +3396,7 @@ pub fn max_pool<F: PrimeField + TensorType + PartialOrd + std::hash::Hash>(
 /// Performs a deconvolution on the given input tensor.
 /// # Examples
 /// ```
-// // expected ouputs are taken from pytorch torch.nn.functional.conv_transpose2d
+// // expected outputs are taken from pytorch torch.nn.functional.conv_transpose2d
 ///
 /// use ezkl::tensor::Tensor;
 /// use ezkl::fieldutils::IntegerRep;
@@ -3624,7 +3624,7 @@ pub fn deconv<

 /// Applies convolution over a ND tensor of shape C x H x D1...DN (and adds a bias).
 /// ```
-/// // expected ouputs are taken from pytorch torch.nn.functional.conv2d
+/// // expected outputs are taken from pytorch torch.nn.functional.conv2d
 ///
 /// use ezkl::tensor::Tensor;
 /// use ezkl::fieldutils::IntegerRep;
@@ -3908,7 +3908,7 @@ pub(crate) fn rescale<F: PrimeField + TensorType + PartialOrd + std::hash::Hash>
    Ok(rescaled_inputs)
 }

-/// Dummy (no contraints) reshape layout
+/// Dummy (no constraints) reshape layout
 pub(crate) fn reshape<F: PrimeField + TensorType + PartialOrd + std::hash::Hash>(
    values: &[ValTensor<F>; 1],
    new_dims: &[usize],
@@ -3918,7 +3918,7 @@ pub(crate) fn reshape<F: PrimeField + TensorType + PartialOrd + std::hash::Hash>
    Ok(t)
 }

-/// Dummy (no contraints) move_axis layout
+/// Dummy (no constraints) move_axis layout
 pub(crate) fn move_axis<F: PrimeField + TensorType + PartialOrd + std::hash::Hash>(
    values: &[ValTensor<F>; 1],
    source: usize,
--- a/src/circuit/ops/mod.rs
+++ b/src/circuit/ops/mod.rs
@@ -1,6 +1,8 @@
 use std::any::Any;

 use serde::{Deserialize, Serialize};
+#[cfg(all(feature = "ezkl", not(target_arch = "wasm32")))]
+use tract_onnx::prelude::DatumType;

 use crate::{
    graph::quantize_tensor,
@@ -96,6 +98,8 @@ pub enum InputType {
    Int,
    ///
    TDim,
+    ///
+    Unknown,
 }

 impl InputType {
@@ -132,6 +136,7 @@ impl InputType {
                let int_input = input.clone().to_i64().unwrap();
                *input = T::from_i64(int_input).unwrap();
            }
+            InputType::Unknown => {}
        }
    }
 }
@@ -152,6 +157,28 @@ impl std::str::FromStr for InputType {
    }
 }

+#[cfg(all(feature = "ezkl", not(target_arch = "wasm32")))]
+impl From<DatumType> for InputType {
+    fn from(datum_type: DatumType) -> Self {
+        match datum_type {
+            DatumType::Bool => InputType::Bool,
+            DatumType::F16 => InputType::F16,
+            DatumType::F32 => InputType::F32,
+            DatumType::F64 => InputType::F64,
+            DatumType::I8 => InputType::Int,
+            DatumType::I16 => InputType::Int,
+            DatumType::I32 => InputType::Int,
+            DatumType::I64 => InputType::Int,
+            DatumType::U8 => InputType::Int,
+            DatumType::U16 => InputType::Int,
+            DatumType::U32 => InputType::Int,
+            DatumType::U64 => InputType::Int,
+            DatumType::TDim => InputType::TDim,
+            _ => unimplemented!(),
+        }
+    }
+}
+
 ///
 #[derive(Clone, Debug, PartialEq, Eq, Hash, PartialOrd, Ord, Serialize, Deserialize)]
 pub struct Input {
--- a/src/graph/mod.rs
+++ b/src/graph/mod.rs
@@ -455,6 +455,10 @@ pub struct GraphSettings {
    pub num_blinding_factors: Option<usize>,
    /// unix time timestamp
    pub timestamp: Option<u128>,
+    /// Model inputs types (if any)
+    pub input_types: Option<Vec<InputType>>,
+    /// Model outputs types (if any)
+    pub output_types: Option<Vec<InputType>>,
 }

 impl GraphSettings {
--- a/src/graph/model.rs
+++ b/src/graph/model.rs
@@ -379,9 +379,15 @@ pub struct ParsedNodes {
    pub nodes: BTreeMap<usize, NodeType>,
    inputs: Vec<usize>,
    outputs: Vec<Outlet>,
+    output_types: Vec<InputType>,
 }

 impl ParsedNodes {
+    /// Returns the output types of the computational graph.
+    pub fn get_output_types(&self) -> Vec<InputType> {
+        self.output_types.clone()
+    }
+
    /// Returns the number of the computational graph's inputs
    pub fn num_inputs(&self) -> usize {
        self.inputs.len()
@@ -491,6 +497,16 @@ impl Model {
        Ok(om)
    }

+    /// Gets the input types from the parsed nodes
+    pub fn get_input_types(&self) -> Result<Vec<InputType>, GraphError> {
+        self.graph.get_input_types()
+    }
+
+    /// Gets the output types from the parsed nodes
+    pub fn get_output_types(&self) -> Vec<InputType> {
+        self.graph.get_output_types()
+    }
+
    ///
    pub fn save(&self, path: PathBuf) -> Result<(), GraphError> {
        let f = std::fs::File::create(&path).map_err(|e| {
@@ -574,6 +590,11 @@ impl Model {
            required_range_checks: res.range_checks.into_iter().collect(),
            model_output_scales: self.graph.get_output_scales()?,
            model_input_scales: self.graph.get_input_scales(),
+            input_types: match self.get_input_types() {
+                Ok(x) => Some(x),
+                Err(_) => None,
+            },
+            output_types: Some(self.get_output_types()),
            num_dynamic_lookups: res.num_dynamic_lookups,
            total_dynamic_col_size: res.dynamic_lookup_col_coord,
            num_shuffles: res.num_shuffles,
@@ -704,6 +725,11 @@ impl Model {
            nodes,
            inputs: model.inputs.iter().map(|o| o.node).collect(),
            outputs: model.outputs.iter().map(|o| (o.node, o.slot)).collect(),
+            output_types: model
+                .outputs
+                .iter()
+                .map(|o| Ok::<InputType, GraphError>(model.outlet_fact(*o)?.datum_type.into()))
+                .collect::<Result<Vec<_>, GraphError>>()?,
        };

        let duration = start_time.elapsed();
@@ -862,6 +888,15 @@ impl Model {
                        nodes: subgraph_nodes,
                        inputs: model.inputs.iter().map(|o| o.node).collect(),
                        outputs: model.outputs.iter().map(|o| (o.node, o.slot)).collect(),
+                        output_types: model
+                            .outputs
+                            .iter()
+                            .map(|o| {
+                                Ok::<InputType, GraphError>(
+                                    model.outlet_fact(*o)?.datum_type.into(),
+                                )
+                            })
+                            .collect::<Result<Vec<_>, GraphError>>()?,
                    };

                    let om = Model {
@@ -1579,4 +1614,16 @@ impl Model {
        }
        Ok(instance_shapes)
    }
+
+    /// Input types of the computational graph's public inputs (if any)
+    pub fn instance_types(&self) -> Result<Vec<InputType>, GraphError> {
+        let mut instance_types = vec![];
+        if self.visibility.input.is_public() {
+            instance_types.extend(self.graph.get_input_types()?);
+        }
+        if self.visibility.output.is_public() {
+            instance_types.extend(self.graph.get_output_types());
+        }
+        Ok(instance_types)
+    }
 }
--- a/src/tensor/ops.rs
+++ b/src/tensor/ops.rs
@@ -387,7 +387,7 @@ pub fn add<T: TensorType + Add<Output = T> + std::marker::Send + std::marker::Sy
 ) -> Result<Tensor<T>, TensorError> {
    if t.len() == 1 {
        return Ok(t[0].clone());
-    } else if t.len() == 0 {
+    } else if t.is_empty() {
        return Err(TensorError::DimMismatch("add".to_string()));
    }

@@ -441,7 +441,7 @@ pub fn sub<T: TensorType + Sub<Output = T> + std::marker::Send + std::marker::Sy
 ) -> Result<Tensor<T>, TensorError> {
    if t.len() == 1 {
        return Ok(t[0].clone());
-    } else if t.len() == 0 {
+    } else if t.is_empty() {
        return Err(TensorError::DimMismatch("sub".to_string()));
    }
    // calculate value of output
@@ -492,7 +492,7 @@ pub fn mult<T: TensorType + Mul<Output = T> + std::marker::Send + std::marker::S
 ) -> Result<Tensor<T>, TensorError> {
    if t.len() == 1 {
        return Ok(t[0].clone());
-    } else if t.len() == 0 {
+    } else if t.is_empty() {
        return Err(TensorError::DimMismatch("mult".to_string()));
    }
    // calculate value of output
@@ -1326,7 +1326,6 @@ pub fn pad<T: TensorType>(
 ///
 /// # Errors
 /// Returns a TensorError if the tensors in `inputs` have incompatible dimensions for concatenation along the specified `axis`.
-
 pub fn concat<T: TensorType + Send + Sync>(
    inputs: &[&Tensor<T>],
    axis: usize,
@@ -2102,7 +2101,6 @@ pub mod nonlinearities {
    /// let expected = Tensor::<IntegerRep>::new(Some(&[4, 25, 8, 1, 1, 0]), &[2, 3]).unwrap();
    /// assert_eq!(result, expected);
    /// ```
-
    pub fn tanh(a: &Tensor<IntegerRep>, scale_input: f64) -> Tensor<IntegerRep> {
        a.par_enum_map(|_, a_i| {
            let kix = (a_i as f64) / scale_input;
--- a/tests/assets/model.compiled
+++ b/tests/assets/model.compiled
--- a/tests/py_integration_tests.rs
+++ b/tests/py_integration_tests.rs
@@ -49,6 +49,23 @@ mod py_tests {
        std::env::set_var("VOICE_DATA_DIR", format!("{}", voice_data_dir));
    }

+    fn download_catdog_data() {
+        let cat_and_dog_data_dir = shellexpand::tilde("~/data/catdog_data");
+
+        DOWNLOAD_VOICE_DATA.call_once(|| {
+            let status = Command::new("bash")
+                .args([
+                    "examples/notebooks/cat_and_dog_data.sh",
+                    &cat_and_dog_data_dir,
+                ])
+                .status()
+                .expect("failed to execute process");
+            assert!(status.success());
+        });
+        // set VOICE_DATA_DIR environment variable
+        std::env::set_var("CATDOG_DATA_DIR", format!("{}", cat_and_dog_data_dir));
+    }
+
    fn setup_py_env() {
        ENV_SETUP.call_once(|| {
            // supposes that you have a virtualenv called .env and have run the following
@@ -225,6 +242,20 @@ mod py_tests {
                anvil_child.kill().unwrap();
            }

+
+            #[test]
+            fn cat_and_dog_notebook_() {
+                crate::py_tests::init_binary();
+                let mut anvil_child = crate::py_tests::start_anvil(false);
+                crate::py_tests::download_catdog_data();
+                let test_dir: TempDir = TempDir::new("cat_and_dog").unwrap();
+                let path = test_dir.path().to_str().unwrap();
+                crate::py_tests::mv_test_(path, "cat_and_dog.ipynb");
+                run_notebook(path, "cat_and_dog.ipynb");
+                test_dir.close().unwrap();
+                anvil_child.kill().unwrap();
+            }
+
            #[test]
            fn reusable_verifier_notebook_() {
                crate::py_tests::init_binary();
--- a/tests/wasm.rs
+++ b/tests/wasm.rs
@@ -337,7 +337,7 @@ mod wasm32 {
        // Run compiled circuit validation on onnx network (should fail)
        let circuit = compiledCircuitValidation(wasm_bindgen::Clamped(NETWORK.to_vec()));
        assert!(circuit.is_err());
-        // Run compiled circuit validation on comiled network (should pass)
+        // Run compiled circuit validation on compiled network (should pass)
        let circuit = compiledCircuitValidation(wasm_bindgen::Clamped(NETWORK_COMPILED.to_vec()));
        assert!(circuit.is_ok());
        // Run input validation on witness (should fail)
Author	SHA1	Message	Date
github-actions[bot]	92f2673d44	ci: update version string in docs	2025-02-09 00:13:36 +00:00
rebustron	eb205d0c73	chore: fix typos in comments and docs (#934 )	2025-02-08 19:13:17 -05:00
dante	db498f8d7c	docs: cat-dog example (#929 )	2025-02-08 17:30:13 -05:00
Cypher Pepe	a363c91160	fix: broken links in polycommit.rs and poseidon.rs (#932 )	2025-02-08 12:40:53 -05:00
dante	f7f04415fa	chore!: add model input/output types to settings (#933 ) BREAKING CHANGE: compiled model serialization is not backwards compatible	2025-02-07 16:05:59 -05:00
Jseam	de8d419e5d	ci: change to sha hashes (#922 )	2025-02-07 12:27:35 -05:00
dante	a38d318923	fix: pypi publication pipeline (#931 )	2025-02-05 23:03:21 -05:00
dante	864990fe2d	fix: publishing path	2025-02-05 19:57:13 -05:00
dante	29c3e4f977	fix: bump download artifact to v4	2025-02-05 19:05:29 -05:00
dante	0689115828	fix: ezkl-gpu name (#930 )	2025-02-05 18:29:28 -05:00