diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..6be4e54
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,137 @@
+name: Release
+
+# Builds abi3 wheels (one per platform, any Python >= 3.9) and an sdist, tests each
+# wheel, and publishes to PyPI when a version tag is pushed.
+#
+# - pull requests touching packaging: build + test only, nothing is published
+# - workflow_dispatch: same, on demand
+# - tag vX.Y.Z (must match the version in Cargo.toml): build, test, publish
+
+on:
+ push:
+ tags: ["v*"]
+ pull_request:
+ paths:
+ - .github/workflows/release.yml
+ - pyproject.toml
+ - Cargo.toml
+ - Cargo.lock
+ workflow_dispatch:
+
+permissions:
+ contents: read
+
+jobs:
+ wheels:
+ name: wheel ${{ matrix.platform.name }}
+ runs-on: ${{ matrix.platform.runner }}
+ strategy:
+ fail-fast: false
+ matrix:
+ platform:
+ - { name: linux-x86_64, runner: ubuntu-latest, target: x86_64, manylinux: "2_28", test: true }
+ - { name: linux-aarch64, runner: ubuntu-24.04-arm, target: aarch64, manylinux: "2_28", test: true }
+ - { name: macos-arm64, runner: macos-14, target: aarch64-apple-darwin, test: true }
+ # cross-compiled on the arm64 runner, so it can't be run here
+ - { name: macos-x86_64, runner: macos-14, target: x86_64-apple-darwin, test: false }
+ - { name: windows-x86_64, runner: windows-latest, target: x64, test: true }
+ steps:
+ - uses: actions/checkout@v4
+
+ - uses: actions/setup-python@v5
+ with:
+ python-version: "3.12"
+
+ - name: Build wheel
+ uses: PyO3/maturin-action@v1
+ with:
+ target: ${{ matrix.platform.target }}
+ manylinux: ${{ matrix.platform.manylinux || 'auto' }}
+ args: --release --locked --out dist
+
+ # the abi3 wheel is tested on the oldest and newest supported Pythons
+ - uses: actions/setup-python@v5
+ id: py-oldest
+ if: matrix.platform.test
+ with:
+ python-version: "3.9"
+
+ - uses: actions/setup-python@v5
+ id: py-newest
+ if: matrix.platform.test
+ with:
+ python-version: "3.13"
+
+ # runs from outside the repo so the installed wheel is imported, not the source tree
+ - name: Test wheel
+ if: matrix.platform.test
+ shell: bash
+ env:
+ PYTHONS: ${{ steps.py-oldest.outputs.python-path }};${{ steps.py-newest.outputs.python-path }}
+ run: |
+ IFS=';' read -ra pythons <<< "$PYTHONS"
+ for py in "${pythons[@]}"; do
+ echo "::group::$py"
+ venv="$RUNNER_TEMP/venv-$("$py" -c 'import sys; print("%d%d" % sys.version_info[:2])')"
+ "$py" -m venv "$venv"
+ bin="$venv/bin"; [ "$RUNNER_OS" = "Windows" ] && bin="$venv/Scripts"
+ "$bin/python" -m pip install -q dist/*.whl onnx onnxruntime
+ cd "$RUNNER_TEMP"
+ "$bin/python" -c "import sys, burn_python as b; print(sys.version, b.__version__, b.available_backends())"
+ "$bin/python" "$GITHUB_WORKSPACE/tests/test_ops.py"
+ cd "$GITHUB_WORKSPACE"
+ echo "::endgroup::"
+ done
+
+ - uses: actions/upload-artifact@v4
+ with:
+ name: wheel-${{ matrix.platform.name }}
+ path: dist/*.whl
+
+ sdist:
+ name: sdist
+ runs-on: ubuntu-latest
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Build sdist
+ uses: PyO3/maturin-action@v1
+ with:
+ command: sdist
+ args: --out dist
+
+ - uses: actions/upload-artifact@v4
+ with:
+ name: sdist
+ path: dist/*.tar.gz
+
+ publish:
+ name: publish to PyPI
+ if: startsWith(github.ref, 'refs/tags/v')
+ needs: [wheels, sdist]
+ runs-on: ubuntu-latest
+ # PyPI trusted publishing: no API token, PyPI trusts this workflow + environment
+ environment:
+ name: pypi
+ url: https://pypi.org/p/burn-python
+ permissions:
+ id-token: write
+ steps:
+ - uses: actions/checkout@v4
+
+ - name: Check tag matches Cargo.toml version
+ run: |
+ version=$(grep -m1 '^version' Cargo.toml | cut -d'"' -f2)
+ if [ "v$version" != "$GITHUB_REF_NAME" ]; then
+ echo "::error::tag $GITHUB_REF_NAME does not match Cargo.toml version $version"
+ exit 1
+ fi
+
+ - uses: actions/download-artifact@v4
+ with:
+ path: dist
+ merge-multiple: true
+
+ - run: ls -la dist
+
+ - uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.gitignore b/.gitignore
index b63d641..9d0a40e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -5,7 +5,6 @@ dist/
*.egg-info/
__pycache__/
.venv/
-Cargo.lock
.claude/
tests/*.onnx
tests/*.npy
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 9251566..b3c2a42 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -8,6 +8,9 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
## [Unreleased]
### Added
+- PyPI packaging: `.github/workflows/release.yml` builds abi3 wheels (one per platform,
+ Python ≥ 3.9) for Linux x86_64/aarch64, macOS arm64/x86_64 and Windows x86_64, tests
+ them on Python 3.9 and 3.13, and publishes to PyPI via trusted publishing on a `vX.Y.Z` tag.
- GPU inference: `load_onnx(path, backend="wgpu")`, compiled to Metal on macOS and
Vulkan on Linux / Windows. ResNet-18 on an Apple M-series GPU: 6.1 ms at batch 1,
35.6 ms at batch 8 (~3x faster than ONNX Runtime on CPU). `available_backends()`
@@ -30,6 +33,10 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
- Initial maturin/pyo3 project scaffold, `burn-flex` + `onnx-ir` dependencies.
### Changed
+- License files now match the declared license: dual MIT / Apache-2.0
+ (`LICENSE-MIT`, `LICENSE-APACHE`), replacing a GPL-3.0 `LICENSE` file that contradicted it.
+- `Cargo.lock` is committed and release builds use `--locked`.
+- Package version comes from `Cargo.toml` only.
- All ops now run on burn-dispatch's `Dispatch` backend; the device is chosen per model.
The unused `burn` umbrella dependency was replaced by `burn-dispatch`.
- Backend failures that happen on a worker thread (e.g. no GPU adapter) now report the
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000..1d39600
--- /dev/null
+++ b/Cargo.lock
@@ -0,0 +1,5462 @@
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+checksum = "1d2a5585e04f9eea4b2a3d1eca508c4dee9592a89ef6f450c11719da0726f4db"
+dependencies = [
+ "libc",
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.1.0+zstd.1.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ef0a8027ec3ee71300ab3bcbcd0393f434aa72b91ca6d635a39941deae8eea0"
+dependencies = [
+ "cc",
+ "pkg-config",
+]
diff --git a/Cargo.toml b/Cargo.toml
index 145fe9e..b125267 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -2,13 +2,17 @@
name = "burn-python"
version = "0.1.0"
edition = "2024"
+description = "Python inference frontend for the Burn deep learning framework"
+license = "MIT OR Apache-2.0"
+repository = "https://github.com/asjad2401/burn-python"
+publish = false
[lib]
name = "_burn_python"
crate-type = ["cdylib"]
[dependencies]
-pyo3 = { version = "0.28", features = ["extension-module"] }
+pyo3 = { version = "0.28", features = ["extension-module", "abi3-py39"] }
numpy = "0.28"
burn-flex = "0.21"
# listed directly so its default features (autotune, fusion) are on
diff --git a/LICENSE b/LICENSE
deleted file mode 100644
index f288702..0000000
--- a/LICENSE
+++ /dev/null
@@ -1,674 +0,0 @@
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diff --git a/LICENSE-APACHE b/LICENSE-APACHE
new file mode 100644
index 0000000..d645695
--- /dev/null
+++ b/LICENSE-APACHE
@@ -0,0 +1,202 @@
+
+ Apache License
+ Version 2.0, January 2004
+ http://www.apache.org/licenses/
+
+ TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
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+ (c) You must retain, in the Source form of any Derivative Works
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+
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+ Contributor provides its Contributions) on an "AS IS" BASIS,
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+ PARTICULAR PURPOSE. You are solely responsible for determining the
+ appropriateness of using or redistributing the Work and assume any
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+ 8. Limitation of Liability. In no event and under no legal theory,
+ whether in tort (including negligence), contract, or otherwise,
+ unless required by applicable law (such as deliberate and grossly
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+ 9. Accepting Warranty or Additional Liability. While redistributing
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+ defend, and hold each Contributor harmless for any liability
+ incurred by, or claims asserted against, such Contributor by reason
+ of your accepting any such warranty or additional liability.
+
+ END OF TERMS AND CONDITIONS
+
+ APPENDIX: How to apply the Apache License to your work.
+
+ To apply the Apache License to your work, attach the following
+ boilerplate notice, with the fields enclosed by brackets "[]"
+ replaced with your own identifying information. (Don't include
+ the brackets!) The text should be enclosed in the appropriate
+ comment syntax for the file format. We also recommend that a
+ file or class name and description of purpose be included on the
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+ Copyright [yyyy] [name of copyright owner]
+
+ Licensed under the Apache License, Version 2.0 (the "License");
+ you may not use this file except in compliance with the License.
+ You may obtain a copy of the License at
+
+ http://www.apache.org/licenses/LICENSE-2.0
+
+ Unless required by applicable law or agreed to in writing, software
+ distributed under the License is distributed on an "AS IS" BASIS,
+ WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ See the License for the specific language governing permissions and
+ limitations under the License.
diff --git a/LICENSE-MIT b/LICENSE-MIT
new file mode 100644
index 0000000..9091274
--- /dev/null
+++ b/LICENSE-MIT
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2026 Asjad Ali
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
index 0108f90..8c6ffb9 100644
--- a/README.md
+++ b/README.md
@@ -6,6 +6,13 @@ Python inference frontend for the [Burn](https://github.com/tracel-ai/burn) deep
Load an ONNX model and run inference from Python — numpy in, numpy out. No Rust required.
+```bash
+pip install burn-python
+```
+
+Prebuilt wheels for Linux (x86_64, aarch64), macOS (arm64, x86_64) and Windows (x86_64),
+any Python ≥ 3.9. GPU support is included.
+
```python
import burn_python as burn
import numpy as np
@@ -63,7 +70,7 @@ Run `python tests/test_resnet.py --bench` to measure on your machine.
More ops are being added incrementally.
-## Building
+## Building from source
```bash
pip install maturin
@@ -84,4 +91,9 @@ BURN_BACKEND=wgpu python tests/test_ops.py # same tests on the GPU backend
## License
-MIT OR Apache-2.0
+Licensed under either of
+
+- Apache License, Version 2.0 ([LICENSE-APACHE](LICENSE-APACHE))
+- MIT license ([LICENSE-MIT](LICENSE-MIT))
+
+at your option.
diff --git a/pyproject.toml b/pyproject.toml
index 70bab15..912d6aa 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -4,11 +4,33 @@ build-backend = "maturin"
[project]
name = "burn-python"
-version = "0.1.0"
+# taken from Cargo.toml, so there is a single version to bump
+dynamic = ["version"]
+description = "Python inference frontend for the Burn deep learning framework: ONNX models, numpy in, numpy out, on CPU or GPU"
+readme = "README.md"
requires-python = ">=3.9"
dependencies = ["numpy>=1.20"]
-description = "Python inference frontend for the Burn deep learning framework"
-license = { text = "MIT OR Apache-2.0" }
+license = "MIT OR Apache-2.0"
+license-files = ["LICENSE-MIT", "LICENSE-APACHE"]
+authors = [{ name = "Asjad Ali" }]
+keywords = ["burn", "onnx", "inference", "deep-learning", "gpu", "wgpu"]
+classifiers = [
+ "Development Status :: 3 - Alpha",
+ "Intended Audience :: Developers",
+ "Intended Audience :: Science/Research",
+ "Operating System :: MacOS",
+ "Operating System :: Microsoft :: Windows",
+ "Operating System :: POSIX :: Linux",
+ "Programming Language :: Python :: 3",
+ "Programming Language :: Rust",
+ "Topic :: Scientific/Engineering :: Artificial Intelligence",
+]
+
+[project.urls]
+Repository = "https://github.com/asjad2401/burn-python"
+Changelog = "https://github.com/asjad2401/burn-python/blob/main/CHANGELOG.md"
+Issues = "https://github.com/asjad2401/burn-python/issues"
+"Burn RFC" = "https://github.com/tracel-ai/burn/discussions/4990"
[tool.maturin]
module-name = "burn_python._burn_python"