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ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
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dependabot[bot] 377165fe1d
Bump black from 24.2.0 to 24.10.0 (#23325) 
Bumps [black](https://github.com/psf/black) from 24.2.0 to 24.10.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/psf/black/releases">black's
releases</a>.</em></p>
<blockquote>
<h2>24.10.0</h2>
<h3>Highlights</h3>
<ul>
<li>Black is now officially tested with Python 3.13 and provides Python
3.13
mypyc-compiled wheels. (<a
href="https://redirect.github.com/psf/black/issues/4436">#4436</a>) (<a
href="https://redirect.github.com/psf/black/issues/4449">#4449</a>)</li>
<li>Black will issue an error when used with Python 3.12.5, due to an
upstream memory
safety issue in Python 3.12.5 that can cause Black's AST safety checks
to fail. Please
use Python 3.12.6 or Python 3.12.4 instead. (<a
href="https://redirect.github.com/psf/black/issues/4447">#4447</a>)</li>
<li>Black no longer supports running with Python 3.8 (<a
href="https://redirect.github.com/psf/black/issues/4452">#4452</a>)</li>
</ul>
<h3>Stable style</h3>
<ul>
<li>Fix crashes involving comments in parenthesised return types or
<code>X | Y</code> style unions.
(<a
href="https://redirect.github.com/psf/black/issues/4453">#4453</a>)</li>
<li>Fix skipping Jupyter cells with unknown <code>%%</code> magic (<a
href="https://redirect.github.com/psf/black/issues/4462">#4462</a>)</li>
</ul>
<h3>Preview style</h3>
<ul>
<li>Fix type annotation spacing between * and more complex type variable
tuple (i.e. <code>def fn(*args: *tuple[*Ts, T]) -&gt; None: pass</code>)
(<a
href="https://redirect.github.com/psf/black/issues/4440">#4440</a>)</li>
</ul>
<h3>Caching</h3>
<ul>
<li>Fix bug where the cache was shared between runs with and without
<code>--unstable</code> (<a
href="https://redirect.github.com/psf/black/issues/4466">#4466</a>)</li>
</ul>
<h3>Packaging</h3>
<ul>
<li>Upgrade version of mypyc used to 1.12 beta (<a
href="https://redirect.github.com/psf/black/issues/4450">#4450</a>) (<a
href="https://redirect.github.com/psf/black/issues/4449">#4449</a>)</li>
<li><code>blackd</code> now requires a newer version of aiohttp. (<a
href="https://redirect.github.com/psf/black/issues/4451">#4451</a>)</li>
</ul>
<h3>Output</h3>
<ul>
<li>Added Python target version information on parse error (<a
href="https://redirect.github.com/psf/black/issues/4378">#4378</a>)</li>
<li>Add information about Black version to internal error messages (<a
href="https://redirect.github.com/psf/black/issues/4457">#4457</a>)</li>
</ul>
<h2>24.8.0</h2>
<h3>Stable style</h3>
<ul>
<li>Fix crash when <code># fmt: off</code> is used before a closing
parenthesis or bracket. (<a
href="https://redirect.github.com/psf/black/issues/4363">#4363</a>)</li>
</ul>
<h3>Packaging</h3>
<ul>
<li>Packaging metadata updated: docs are explictly linked, the issue
tracker is now also
linked. This improves the PyPI listing for Black. (<a
href="https://redirect.github.com/psf/black/issues/4345">#4345</a>)</li>
</ul>
<h3>Parser</h3>
<ul>
<li>Fix regression where Black failed to parse a multiline f-string
containing another
multiline string (<a
href="https://redirect.github.com/psf/black/issues/4339">#4339</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Changelog</summary>
<p><em>Sourced from <a
href="https://github.com/psf/black/blob/main/CHANGES.md">black's
changelog</a>.</em></p>
<blockquote>
<h2>24.10.0</h2>
<h3>Highlights</h3>
<ul>
<li>Black is now officially tested with Python 3.13 and provides Python
3.13
mypyc-compiled wheels. (<a
href="https://redirect.github.com/psf/black/issues/4436">#4436</a>) (<a
href="https://redirect.github.com/psf/black/issues/4449">#4449</a>)</li>
<li>Black will issue an error when used with Python 3.12.5, due to an
upstream memory
safety issue in Python 3.12.5 that can cause Black's AST safety checks
to fail. Please
use Python 3.12.6 or Python 3.12.4 instead. (<a
href="https://redirect.github.com/psf/black/issues/4447">#4447</a>)</li>
<li>Black no longer supports running with Python 3.8 (<a
href="https://redirect.github.com/psf/black/issues/4452">#4452</a>)</li>
</ul>
<h3>Stable style</h3>
<ul>
<li>Fix crashes involving comments in parenthesised return types or
<code>X | Y</code> style unions.
(<a
href="https://redirect.github.com/psf/black/issues/4453">#4453</a>)</li>
<li>Fix skipping Jupyter cells with unknown <code>%%</code> magic (<a
href="https://redirect.github.com/psf/black/issues/4462">#4462</a>)</li>
</ul>
<h3>Preview style</h3>
<ul>
<li>Fix type annotation spacing between * and more complex type variable
tuple (i.e. <code>def fn(*args: *tuple[*Ts, T]) -&gt; None: pass</code>)
(<a
href="https://redirect.github.com/psf/black/issues/4440">#4440</a>)</li>
</ul>
<h3>Caching</h3>
<ul>
<li>Fix bug where the cache was shared between runs with and without
<code>--unstable</code> (<a
href="https://redirect.github.com/psf/black/issues/4466">#4466</a>)</li>
</ul>
<h3>Packaging</h3>
<ul>
<li>Upgrade version of mypyc used to 1.12 beta (<a
href="https://redirect.github.com/psf/black/issues/4450">#4450</a>) (<a
href="https://redirect.github.com/psf/black/issues/4449">#4449</a>)</li>
<li><code>blackd</code> now requires a newer version of aiohttp. (<a
href="https://redirect.github.com/psf/black/issues/4451">#4451</a>)</li>
</ul>
<h3>Output</h3>
<ul>
<li>Added Python target version information on parse error (<a
href="https://redirect.github.com/psf/black/issues/4378">#4378</a>)</li>
<li>Add information about Black version to internal error messages (<a
href="https://redirect.github.com/psf/black/issues/4457">#4457</a>)</li>
</ul>
<h2>24.8.0</h2>
<h3>Stable style</h3>
<ul>
<li>Fix crash when <code># fmt: off</code> is used before a closing
parenthesis or bracket. (<a
href="https://redirect.github.com/psf/black/issues/4363">#4363</a>)</li>
</ul>
<h3>Packaging</h3>
<ul>
<li>Packaging metadata updated: docs are explictly linked, the issue
tracker is now also
linked. This improves the PyPI listing for Black. (<a
href="https://redirect.github.com/psf/black/issues/4345">#4345</a>)</li>
</ul>
<h3>Parser</h3>
<ul>
<li>Fix regression where Black failed to parse a multiline f-string
containing another</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="1b2427a2b7"><code>1b2427a</code></a>
Prepare release 24.10.0 (<a
href="https://redirect.github.com/psf/black/issues/4471">#4471</a>)</li>
<li><a
href="a22b1ebbfd"><code>a22b1eb</code></a>
Add mypyc 3.13 wheel build (<a
href="https://redirect.github.com/psf/black/issues/4449">#4449</a>)</li>
<li><a
href="b7d0e7212b"><code>b7d0e72</code></a>
Bump AndreMiras/coveralls-python-action from
65c1672f0b8a201702d86c81b79187df...</li>
<li><a
href="f1a2f92bba"><code>f1a2f92</code></a>
Include --unstable in cache key (<a
href="https://redirect.github.com/psf/black/issues/4466">#4466</a>)</li>
<li><a
href="8d9d18c033"><code>8d9d18c</code></a>
Fix skipping Jupyter cells with unknown %% magic (<a
href="https://redirect.github.com/psf/black/issues/4462">#4462</a>)</li>
<li><a
href="bbfdba3a5e"><code>bbfdba3</code></a>
Fix docs CI: use venv for uv to fix 'failed to create directory' (<a
href="https://redirect.github.com/psf/black/issues/4460">#4460</a>)</li>
<li><a
href="8fb2add1f7"><code>8fb2add</code></a>
Use builtin generics (<a
href="https://redirect.github.com/psf/black/issues/4458">#4458</a>)</li>
<li><a
href="2a45cecf29"><code>2a45cec</code></a>
Fix crashes with comments in parentheses (<a
href="https://redirect.github.com/psf/black/issues/4453">#4453</a>)</li>
<li><a
href="b4d6d8632d"><code>b4d6d86</code></a>
Drop Python 3.8 support (<a
href="https://redirect.github.com/psf/black/issues/4452">#4452</a>)</li>
<li><a
href="ac018c16ca"><code>ac018c1</code></a>
Require newer aiohttp for blackd (<a
href="https://redirect.github.com/psf/black/issues/4451">#4451</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/psf/black/compare/24.2.0...24.10.0">compare
view</a></li>
</ul>
</details>
<br />


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2025-01-13 15:10:11 -08:00
.config Auto-generated baselines by 1ES Pipeline Templates (#22817) 2024-11-13 13:50:52 -08:00
.devcontainer
.gdn
.github Update MACOSX_DEPLOYMENT_TARGET (#23308) 2025-01-10 14:25:32 -08:00
.pipelines [DML EP] Update DML to 1.15.4 (#22635) 2024-10-29 17:13:57 -07:00
.vscode Stop VSCode appending file associations to settings.json (#21944) 2024-08-31 19:04:12 -07:00
cgmanifests Integrate onnx 1.17.0 (#21897) 2024-12-24 09:02:02 -08:00
cmake add missing build dependency for onnxruntime_providers_webgpu (#23324) 2025-01-10 18:07:12 -08:00
csharp [CoreML] Create EP by AppendExecutionProvider (#22675) 2024-11-27 09:26:31 +08:00
dockerfiles fix requirements.txt path (#22946) 2024-12-04 13:08:29 -08:00
docs [Bug Fix] Missing CustomOp SchemaRegister when generator EPContext ONNX model (#23091) 2024-12-19 16:47:13 -08:00
include/onnxruntime/core [VitisAI] change all support tensor type from ir 9 to ir 10 (#23204) 2025-01-02 06:45:21 -08:00
java Revert DML pipeline changes (#23135) 2024-12-18 10:42:10 -08:00
js [js/webgpu] Optimize convtranspose (#23302) 2025-01-09 11:24:42 -08:00
objectivec Use UTF8 string encoding in ORTSaveCodeAndDescriptionToError(). (#22982) 2024-12-02 17:41:52 -08:00
onnxruntime [webgpu] Use subgroup for matmulnbits (#23224) 2025-01-13 08:20:42 -08:00
orttraining Add Gradient for Atan (#23172) 2025-01-09 09:30:53 -08:00
rust Fix typos according to reviewdog report. (#21335) 2024-07-22 13:37:32 -07:00
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requirements-training.txt
requirements.txt Add compatibility for NumPy 2.0 (#21085) 2024-06-27 13:50:53 -07:00
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README.md

ONNX Runtime is a cross-platform inference and training machine-learning accelerator.

ONNX Runtime inference can enable faster customer experiences and lower costs, supporting models from deep learning frameworks such as PyTorch and TensorFlow/Keras as well as classical machine learning libraries such as scikit-learn, LightGBM, XGBoost, etc. ONNX Runtime is compatible with different hardware, drivers, and operating systems, and provides optimal performance by leveraging hardware accelerators where applicable alongside graph optimizations and transforms. Learn more →

ONNX Runtime training can accelerate the model training time on multi-node NVIDIA GPUs for transformer models with a one-line addition for existing PyTorch training scripts. Learn more →

Get Started & Resources

Builtin Pipeline Status

System Inference Training
Windows Build Status
Build Status
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Linux Build Status
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Mac Build Status
Android Build Status
iOS Build Status
Web Build Status
Other Build Status

This project is tested with BrowserStack.

Third-party Pipeline Status

System Inference Training
Linux Build Status

Releases

The current release and past releases can be found here: https://github.com/microsoft/onnxruntime/releases.

For details on the upcoming release, including release dates, announcements, features, and guidance on submitting feature requests, please visit the release roadmap: https://onnxruntime.ai/roadmap.

Data/Telemetry

Windows distributions of this project may collect usage data and send it to Microsoft to help improve our products and services. See the privacy statement for more details.

Contributions and Feedback

We welcome contributions! Please see the contribution guidelines.

For feature requests or bug reports, please file a GitHub Issue.

For general discussion or questions, please use GitHub Discussions.

Code of Conduct

This project has adopted the Microsoft Open Source Code of Conduct. For more information see the Code of Conduct FAQ or contact opencode@microsoft.com with any additional questions or comments.

License

This project is licensed under the MIT License.