chore(deps): bump onnx from 1.15.0 to 1.16.0 (#761)

Bumps [onnx](https://github.com/onnx/onnx) from 1.15.0 to 1.16.0.
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/onnx/onnx/releases">onnx's
releases</a>.</em></p>
<blockquote>
<h2>v1.16.0</h2>
<p>ONNX v1.16.0 is now available with exciting new features! We would
like to thank everyone who contributed to this release! Please visit <a
href="https://onnx.ai">onnx.ai</a> to learn more about ONNX and
associated projects.</p>
<h1>Key Updates</h1>
<h2>ai.onnx Opset 21</h2>
<ul>
<li>Update to support int4 and uint4:
<ul>
<li><a
href="https://onnx.ai/onnx/operators/onnx__Cast.html#cast-21">Cast</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__CastLike.html#CastLike-21">CastLike</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Constant.html#Constant-21">Constant</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__ConstantOfShape.html#ConstantOfShape-21">ConstantOfShape</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Identity.html#Identity-21">Identity</a>,
<a href="https://onnx.ai/onnx/operators/onnx__If.html#If-21">If</a>, <a
href="https://onnx.ai/onnx/operators/onnx__Loop.html#Loop-21">Loop</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Reshape.html#Reshape-21">Reshape</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Scan.html#Scan-21">Scan</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Shape.html#Shape-21">Shape</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Size.html#Size-21">Size</a></li>
</ul>
</li>
<li>Update to support float8e4m3fnuz, float8e5m2, float8e5m2fnuz, int4
and uint4:
<ul>
<li><a
href="https://onnx.ai/onnx/operators/onnx__Flatten.html#Flatten-21">Flatten</a>,
<a href="https://onnx.ai/onnx/operators/onnx__Pad.html#Pad-21">Pad</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Squeeze.html#Squeeze-21">Squeeze</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Transpose.html#Transpose-21">Transpose</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__Unsqueeze.html#Unsqueeze-21">Unsqueeze</a></li>
</ul>
</li>
<li>Support blocked quantization. Support int4, uint4, int16, and
uint16:
<ul>
<li><a
href="https://onnx.ai/onnx/operators/onnx__DequantizeLinear.html#DequantizeLinear-21">DequantizeLinear</a>,
<a
href="https://onnx.ai/onnx/operators/onnx__QuantizeLinear.html#QuantizeLinear-21">QuantizeLinear</a>,</li>
</ul>
</li>
<li>Support bfloat16 and float16 scales. Support float8e4m3fn,
float8e4m3fnuz, float8e5m2, float8e5m2fnuz quantized tensors:
<ul>
<li><a
href="https://onnx.ai/onnx/operators/onnx__QLinearMatMul.html#QLinearMatMul-21">QLinearMatMul</a>,</li>
</ul>
</li>
<li>Add <code>stash_type</code> attribute and change input shape of
<code>scale</code> and <code>bias</code> from (G) to (C) for <a
href="https://onnx.ai/onnx/operators/onnx__GroupNormalization.html#GroupNormalization-21">GroupNormalization</a></li>
</ul>
<h2>ai.onnx.ml Opset 4</h2>
<ul>
<li>Addeded new operator <a
href="https://onnx.ai/onnx/operators/onnx_aionnxml_TreeEnsemble.html#treeensemble-5-ai-onnx-ml">TreeEnsemble</a></li>
</ul>
<h2>IR Version 10</h2>
<ul>
<li>Added support for UINT4, INT4 types</li>
<li>GraphProto, FunctionProto, NodeProto, TensorProto added
<code>metadata_props</code> field</li>
<li>FunctionProto added <code>value_info</code> field</li>
<li>FunctionProto and NodeProto added <code>overload</code> field to
support overloaded functions.</li>
</ul>
<h2>Python Changes</h2>
<ul>
<li>Support registering custom OpSchemas via Python interface</li>
<li>Support Python3.12</li>
</ul>
<h2>Security Updates</h2>
<ul>
<li>Fix path sanitization bypass leading to arbitrary read
(CVE-2024-27318)</li>
<li>Fix Out of bounds read due to lack of string termination in assert
(CVE-2024-27319)</li>
</ul>
<h1>Deprecation notice</h1>
<ul>
<li>Deprecated using C++14 to compile ONNX from source. Use C++17
instead <a
href="https://redirect.github.com/onnx/onnx/pull/5612">#5612</a></li>
<li>Deprecated <a
href="https://onnx.ai/onnx/operators/onnx_aionnxml_TreeEnsembleClassifier.html#l-onnx-opai-onnx-ml-treeensembleclassifier-5">TreeEnsembleClassifier</a>
and <a
href="https://onnx.ai/onnx/operators/onnx_aionnxml_TreeEnsembleRegressor.html#l-onnx-opai-onnx-ml-treeensembleregressor-5">TreeEnsembleRegressor</a></li>
<li>Remove FormalParameter properties that were depreciated in ONNX 1.14
by <a
href="https://redirect.github.com/onnx/onnx/issues/5074">5074</a></li>
</ul>
<h1>Bug fixes and infrastructure improvements</h1>
<ul>
<li>Enable empty list of values as attribute (<a
href="https://redirect.github.com/onnx/onnx/issues/5559">#5559</a>)</li>
<li>Add backward conversions from 18-&gt;17 for reduce ops (<a
href="https://redirect.github.com/onnx/onnx/issues/5606">#5606</a>)</li>
<li>DFT-20 version converter (<a
href="https://redirect.github.com/onnx/onnx/issues/5613">#5613</a>)</li>
<li>Fix version-converter to generate valid identifiers (<a
href="https://redirect.github.com/onnx/onnx/issues/5628">#5628</a>)</li>
<li>Reserve removed proto fields (<a
href="https://redirect.github.com/onnx/onnx/issues/5643">#5643</a>)</li>
<li>Cleanup shape inference implementation (<a
href="https://redirect.github.com/onnx/onnx/issues/5596">#5596</a>)</li>
<li>Do not use LFS64 on non-glibc linux (<a
href="https://redirect.github.com/onnx/onnx/issues/5669">#5669</a>)</li>
<li>Drop &quot;one of&quot; default attribute check in LabelEncoder (<a
href="https://redirect.github.com/onnx/onnx/issues/5673">#5673</a>)</li>
<li>TreeEnsemble base values for the reference implementation (<a
href="https://redirect.github.com/onnx/onnx/issues/5665">#5665</a>)</li>
<li>Parser/printer support external data format (<a
href="https://redirect.github.com/onnx/onnx/issues/5688">#5688</a>)</li>
<li>[cmake] Place export target file in the correct directory (<a
href="https://redirect.github.com/onnx/onnx/issues/5677">#5677</a>)</li>
</ul>
<!-- raw HTML omitted -->
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="https://github.com/onnx/onnx/commit/990217f043af7222348ca8f0301e17fa7b841781"><code>990217f</code></a>
Set version number for official release (<a
href="https://redirect.github.com/onnx/onnx/issues/6033">#6033</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/2159934fd7f07da00849a45be54ceba9de9d6d48"><code>2159934</code></a>
[Cherry-pick] Fix builds from source and pip tar.gz on s390x systems (<a
href="https://redirect.github.com/onnx/onnx/issues/5986">#5986</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/f46a3f82f0f62891e62f068810dd89e205e16508"><code>f46a3f8</code></a>
[Cherry-pick] Use CMAKE_PREFIX_PATH in finding libprotobuf (<a
href="https://redirect.github.com/onnx/onnx/issues/5975">#5975</a>) (<a
href="https://redirect.github.com/onnx/onnx/issues/5997">#5997</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/c8676833bda63e101249f180c9d719c50a94ff23"><code>c867683</code></a>
[Cherry-pick]Fix SegFault bug in shape inference (<a
href="https://redirect.github.com/onnx/onnx/issues/5995">#5995</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/e6ff7b92943ce17b9f28f872fab9fb28eef117a0"><code>e6ff7b9</code></a>
[Cherry-pick] Fix unique_name (<a
href="https://redirect.github.com/onnx/onnx/issues/5994">#5994</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/34e00dde46ad1308445ccb4e8235e257cee94993"><code>34e00dd</code></a>
Set version in <code>rel-1.16.0</code> to 1.16.0rc2 (<a
href="https://redirect.github.com/onnx/onnx/issues/5987">#5987</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/309a0b05022faf0855f4a4c66003ed7cc8dbdcdc"><code>309a0b0</code></a>
[Cherry-pick] Fix Check URLs errors in <code>rel-1.16</code> (<a
href="https://redirect.github.com/onnx/onnx/issues/5973">#5973</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/69ec4b695027e6422a30354612d5f8bec4382fde"><code>69ec4b6</code></a>
Set version in <code>rel-1.16.0</code> to 1.16.0rc1 (<a
href="https://redirect.github.com/onnx/onnx/issues/5969">#5969</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/ff60ddc8eb2494eff160405af34dd316252d49d9"><code>ff60ddc</code></a>
Update top-k documentation (<a
href="https://redirect.github.com/onnx/onnx/issues/5948">#5948</a>)</li>
<li><a
href="https://github.com/onnx/onnx/commit/833575e001dca78be3228578832c650ff9a9c42c"><code>833575e</code></a>
Prepare for rel-1.16.0 (<a
href="https://redirect.github.com/onnx/onnx/issues/5959">#5959</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/onnx/onnx/compare/v1.15.0...v1.16.0">compare
view</a></li>
</ul>
</details>
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requirements.txt

@@ -27,7 +27,7 @@ MarkupSafe==2.1.3
 mpmath==1.3.0
 networkx==3.1
 numpy==1.26.1
-onnx==1.15.0
+onnx==1.16.0
 openai==1.16.2
 openai-multi-tool-use-parallel-patch==0.2.0
 optimum==1.16.2