diff --git a/.github/deploy_manylinux.sh b/.github/deploy_manylinux.sh
deleted file mode 100644
index df70c052..00000000
--- a/.github/deploy_manylinux.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-cd wonnx-py
-rustup override set nightly-2022-01-01
-export RUSTFLAGS='-C target-feature=+fxsr,+sse,+sse2,+sse3,+ssse3,+sse4.1,+popcnt'
-maturin publish \
-  --skip-existing \
-  --username __token__
\ No newline at end of file
diff --git a/.github/workflows/create-py-mac.yaml b/.github/workflows/create-py-mac.yaml
deleted file mode 100644
index 0b355dc1..00000000
--- a/.github/workflows/create-py-mac.yaml
+++ /dev/null
@@ -1,47 +0,0 @@
-name: Create macos universal2 python release
-
-on:
-  push:
-    # Sequence of patterns matched against refs/tags
-    tags:
-      - "v*" # Push events to matching wonnx-py-v*
-
-env:
-  RUST_BACKTRACE: 1
-  RUST_VERSION: 1.66
-
-jobs:
-  build:
-    name: Create Release
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        os: ["macos-latest"]
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
-    steps:
-      - uses: actions/checkout@v2
-      - name: Install Rust
-        uses: actions-rs/toolchain@v1
-        with:
-          toolchain: ${{ env.RUST_VERSION }}
-          profile: minimal
-          override: true
-      - name: Setup universal2 targets for Rust
-        run: |
-          rustup target add aarch64-apple-darwin
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Prepare maturin publish
-        shell: bash
-        run: |
-          cd wonnx-py
-      - name: maturin publish
-        uses: messense/maturin-action@v1
-        env:
-          MATURIN_PASSWORD: ${{ secrets.PYPI_PASS }}
-        with:
-          maturin-version: 0.12.1
-          command: publish
-          args: -m wonnx-py/Cargo.toml --no-sdist --universal2 -o wheels -i python -u __token__
diff --git a/.github/workflows/create-py-manylinux.yaml b/.github/workflows/create-py-manylinux.yaml
deleted file mode 100644
index 7aa4890d..00000000
--- a/.github/workflows/create-py-manylinux.yaml
+++ /dev/null
@@ -1,27 +0,0 @@
-name: Create Python release manylinux
-
-on:
-  push:
-    # Sequence of patterns matched against refs/tags
-    tags:
-      - "v*" # Push events to matching wonnx-py-v*
-jobs:
-  build_manylinux:
-    name: Create Release manylinux
-    runs-on: ubuntu-latest
-    strategy:
-      matrix:
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
-    steps:
-      - uses: actions/checkout@v2
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Publish wheel
-        uses: docker://konstin2/maturin:latest
-        env:
-          MATURIN_PASSWORD: ${{ secrets.PYPI_PASS }}
-        with:
-          entrypoint: /bin/bash
-          args: .github/deploy_manylinux.sh
diff --git a/.github/workflows/create-py-windows.yaml b/.github/workflows/create-py-windows.yaml
deleted file mode 100644
index 444acd51..00000000
--- a/.github/workflows/create-py-windows.yaml
+++ /dev/null
@@ -1,48 +0,0 @@
-name: Create Python release windows macos
-
-on:
-  push:
-    # Sequence of patterns matched against refs/tags
-    tags:
-      - "v*" # Push events to matching wonnx-py-v*
-
-env:
-  RUST_BACKTRACE: 1
-  RUST_VERSION: 1.66
-
-jobs:
-  build:
-    name: Create Release
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        os: ["macos-latest", "windows-latest"]
-        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"]
-    steps:
-      - uses: actions/checkout@v2
-      - name: Install Rust
-        uses: actions-rs/toolchain@v1
-        with:
-          toolchain: ${{ env.RUST_VERSION }}
-          profile: minimal
-          override: true
-      - name: Set up Python
-        uses: actions/setup-python@v2
-        with:
-          python-version: ${{ matrix.python-version }}
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          pip install maturin==0.12.1
-      - name: Publish wheel
-        shell: bash
-        env:
-          MATURIN_PASSWORD: ${{ secrets.PYPI_PASS }}
-        run: |
-          cd wonnx-py
-          maturin publish \
-          --no-sdist \
-          --skip-existing \
-          -o wheels \
-          -i python \
-          --username __token__ \
diff --git a/.github/workflows/python-package.yml b/.github/workflows/python-package.yml
new file mode 100644
index 00000000..f1948a26
--- /dev/null
+++ b/.github/workflows/python-package.yml
@@ -0,0 +1,223 @@
+name: Python package
+
+on:
+  push:
+  pull_request:
+
+jobs:
+  macos:
+    runs-on: macos-latest
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+          architecture: x64
+      - uses: dtolnay/rust-toolchain@stable
+      - name: Build wheels - x86_64
+        uses: PyO3/maturin-action@v1
+        with:
+          target: x86_64
+          args: --release --out dist --sdist -m wonnx-py/Cargo.toml
+      - name: Install built wheel - x86_64
+        run: |
+          pip install wonnx --no-index --find-links dist --force-reinstall
+          python -c "import wonnx"
+      - name: Build wheels - universal2
+        uses: PyO3/maturin-action@v1
+        with:
+          args: --release --universal2 --out dist -m wonnx-py/Cargo.toml
+      - name: Install built wheel - universal2
+        run: |
+          pip install wonnx --no-index --find-links dist --force-reinstall
+          python -c "import wonnx"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: dist
+
+  windows:
+    runs-on: windows-latest
+    strategy:
+      matrix:
+        target: [x64, x86]
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+          architecture: ${{ matrix.target }}
+      - uses: dtolnay/rust-toolchain@stable
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          args: --release --out dist -m wonnx-py/Cargo.toml
+      - name: Install built wheel
+        run: |
+          pip install wonnx --no-index --find-links dist --force-reinstall
+          python -c "import wonnx"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: dist
+
+  linux:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        target: [x86_64, i686]
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+          architecture: x64
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          manylinux: auto
+          args: --release --out dist -m wonnx-py/Cargo.toml
+      - name: Install built wheel
+        if: matrix.target == 'x86_64'
+        run: |
+          pip install wonnx --no-index --find-links dist --force-reinstall
+          python -c "import wonnx"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: dist
+
+  linux-cross:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        target: [aarch64, armv7, s390x, ppc64le, ppc64]
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          manylinux: auto
+          args: --release --out dist -m wonnx-py/Cargo.toml
+      - uses: uraimo/run-on-arch-action@v2.5.0
+        if: matrix.target != 'ppc64'
+        name: Install built wheel
+        with:
+          arch: ${{ matrix.target }}
+          distro: ubuntu20.04
+          githubToken: ${{ github.token }}
+          install: |
+            apt-get update
+            apt-get install -y --no-install-recommends python3 python3-pip
+            pip3 install -U pip
+          run: |
+            pip3 install wonnx --no-index --find-links dist/ --force-reinstall
+            python3 -c "import wonnx"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: dist
+
+  musllinux:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        target:
+          - x86_64-unknown-linux-musl
+          - i686-unknown-linux-musl
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+          architecture: x64
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.target }}
+          manylinux: musllinux_1_2
+          args: --release --out dist -m wonnx-py/Cargo.toml
+      - name: Install built wheel
+        if: matrix.target == 'x86_64-unknown-linux-musl'
+        uses: addnab/docker-run-action@v3
+        with:
+          image: alpine:latest
+          options: -v ${{ github.workspace }}:/io -w /io
+          run: |
+            apk add py3-pip
+            pip3 install -U pip
+            pip3 install wonnx --no-index --find-links /io/dist/ --force-reinstall
+            python3 -c "import wonnx"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: dist
+
+  musllinux-cross:
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        platform:
+          - target: aarch64-unknown-linux-musl
+            arch: aarch64
+          - target: armv7-unknown-linux-musleabihf
+            arch: armv7
+    steps:
+      - uses: actions/checkout@v3
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+      - name: Build wheels
+        uses: PyO3/maturin-action@v1
+        with:
+          target: ${{ matrix.platform.target }}
+          manylinux: musllinux_1_2
+          args: --release --out dist -m wonnx-py/Cargo.toml
+      - uses: uraimo/run-on-arch-action@v2.5.0
+        name: Install built wheel
+        with:
+          arch: ${{ matrix.platform.arch }}
+          distro: alpine_latest
+          githubToken: ${{ github.token }}
+          install: |
+            apk add py3-pip
+            pip3 install -U pip
+          run: |
+            pip3 install wonnx --no-index --find-links dist/ --force-reinstall
+            python3 -c "import wonnx"
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: dist
+
+  release:
+    name: Release
+    runs-on: ubuntu-latest
+    if: "startsWith(github.ref, 'refs/tags/')"
+    needs: [macos, windows, linux, linux-cross, musllinux, musllinux-cross]
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          name: wheels
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.9
+      - name: Publish to PyPI
+        env:
+          TWINE_USERNAME: __token__
+          TWINE_PASSWORD: ${{ secrets.PYPI_PASS }}
+        run: |
+          pip install --upgrade twine
+          twine upload --skip-existing *
diff --git a/wonnx-py/pyproject.toml b/wonnx-py/pyproject.toml
index b8c2d3ec..f21a8b61 100644
--- a/wonnx-py/pyproject.toml
+++ b/wonnx-py/pyproject.toml
@@ -1,5 +1,5 @@
 [build-system]
-requires = ["maturin>=0.12,<0.13"]
+requires = ["maturin>=0.14,<0.15"]
 build-backend = "maturin"
 
 [project]
diff --git a/wonnx-py/requirements.txt b/wonnx-py/requirements.txt
index c962f6c0..e77d4ff6 100644
--- a/wonnx-py/requirements.txt
+++ b/wonnx-py/requirements.txt
@@ -3,7 +3,7 @@ certifi==2021.10.8
 charset-normalizer==2.0.12
 idna==3.3
 iniconfig==1.1.1
-maturin==0.12.16
+maturin==0.14.17
 numpy==1.22.3
 onnx==1.13.1
 packaging==21.3