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dependabot[bot] 2bc3754494
Bump cookie and socket.io in /js/web (#22408) 
Bumps [cookie](https://github.com/jshttp/cookie) and
[socket.io](https://github.com/socketio/socket.io). These dependencies
needed to be updated together.
Updates `cookie` from 0.4.2 to 0.7.2
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/jshttp/cookie/releases">cookie's
releases</a>.</em></p>
<blockquote>
<h2>v0.7.2</h2>
<p><strong>Fixed</strong></p>
<ul>
<li>Fix object assignment of <code>hasOwnProperty</code> (<a
href="https://redirect.github.com/jshttp/cookie/issues/177">#177</a>)
bc38ffd</li>
</ul>
<p><a
href="https://github.com/jshttp/cookie/compare/v0.7.1...v0.7.2">https://github.com/jshttp/cookie/compare/v0.7.1...v0.7.2</a></p>
<h2>0.7.1</h2>
<p><strong>Fixed</strong></p>
<ul>
<li>Allow leading dot for domain (<a
href="https://redirect.github.com/jshttp/cookie/issues/174">#174</a>)
<ul>
<li>Although not permitted in the spec, some users expect this to work
and user agents ignore the leading dot according to spec</li>
</ul>
</li>
<li>Add fast path for <code>serialize</code> without options, use
<code>obj.hasOwnProperty</code> when parsing (<a
href="https://redirect.github.com/jshttp/cookie/issues/172">#172</a>)</li>
</ul>
<p><a
href="https://github.com/jshttp/cookie/compare/v0.7.0...v0.7.1">https://github.com/jshttp/cookie/compare/v0.7.0...v0.7.1</a></p>
<h2>0.7.0</h2>
<ul>
<li>perf: parse cookies ~10% faster (<a
href="https://redirect.github.com/jshttp/cookie/issues/144">#144</a> by
<a href="https://github.com/kurtextrem"><code>@​kurtextrem</code></a>
and <a
href="https://redirect.github.com/jshttp/cookie/issues/170">#170</a>)</li>
<li>fix: narrow the validation of cookies to match RFC6265 (<a
href="https://redirect.github.com/jshttp/cookie/issues/167">#167</a> by
<a href="https://github.com/bewinsnw"><code>@​bewinsnw</code></a>)</li>
<li>fix: add <code>main</code> to <code>package.json</code> for rspack
(<a href="https://redirect.github.com/jshttp/cookie/issues/166">#166</a>
by <a
href="https://github.com/proudparrot2"><code>@​proudparrot2</code></a>)</li>
</ul>
<p><a
href="https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.0">https://github.com/jshttp/cookie/compare/v0.6.0...v0.7.0</a></p>
<h2>0.6.0</h2>
<ul>
<li>Add <code>partitioned</code> option</li>
</ul>
<h2>0.5.0</h2>
<ul>
<li>Add <code>priority</code> option</li>
<li>Fix <code>expires</code> option to reject invalid dates</li>
<li>pref: improve default decode speed</li>
<li>pref: remove slow string split in parse</li>
</ul>
</blockquote>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="d19eaa1a2b"><code>d19eaa1</code></a>
0.7.2</li>
<li><a
href="bc38ffd0ea"><code>bc38ffd</code></a>
Fix object assignment of <code>hasOwnProperty</code> (<a
href="https://redirect.github.com/jshttp/cookie/issues/177">#177</a>)</li>
<li><a
href="cf4658f492"><code>cf4658f</code></a>
0.7.1</li>
<li><a
href="6a8b8f5a49"><code>6a8b8f5</code></a>
Allow leading dot for domain (<a
href="https://redirect.github.com/jshttp/cookie/issues/174">#174</a>)</li>
<li><a
href="58015c0b93"><code>58015c0</code></a>
Remove more code and perf wins (<a
href="https://redirect.github.com/jshttp/cookie/issues/172">#172</a>)</li>
<li><a
href="ab057d6c06"><code>ab057d6</code></a>
0.7.0</li>
<li><a
href="5f02ca8768"><code>5f02ca8</code></a>
Migrate history to GitHub releases</li>
<li><a
href="a5d591ce84"><code>a5d591c</code></a>
Migrate history to GitHub releases</li>
<li><a
href="51968f94b5"><code>51968f9</code></a>
Skip isNaN</li>
<li><a
href="9e7ca51ade"><code>9e7ca51</code></a>
perf(parse): cache length, return early (<a
href="https://redirect.github.com/jshttp/cookie/issues/144">#144</a>)</li>
<li>Additional commits viewable in <a
href="https://github.com/jshttp/cookie/compare/v0.4.2...v0.7.2">compare
view</a></li>
</ul>
</details>
<details>
<summary>Maintainer changes</summary>
<p>This version was pushed to npm by <a
href="https://www.npmjs.com/~blakeembrey">blakeembrey</a>, a new
releaser for cookie since your current version.</p>
</details>
<br />

Updates `socket.io` from 4.7.5 to 4.8.0
<details>
<summary>Release notes</summary>
<p><em>Sourced from <a
href="https://github.com/socketio/socket.io/releases">socket.io's
releases</a>.</em></p>
<blockquote>
<h2>socket.io-client@4.8.0</h2>
<h3>Features</h3>
<h4>Custom transport implementations</h4>
<p>The <code>transports</code> option now accepts an array of transport
implementations:</p>
<pre lang="js"><code>import { io } from &quot;socket.io-client&quot;;
import { XHR, WebSocket } from &quot;engine.io-client&quot;;
<p>const socket = io({
transports: [XHR, WebSocket]
});
</code></pre></p>
<p>Here is the list of provided implementations:</p>
<table>
<thead>
<tr>
<th>Transport</th>
<th>Description</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>Fetch</code></td>
<td>HTTP long-polling based on the built-in <code>fetch()</code>
method.</td>
</tr>
<tr>
<td><code>NodeXHR</code></td>
<td>HTTP long-polling based on the <code>XMLHttpRequest</code> object
provided by the <code>xmlhttprequest-ssl</code> package.</td>
</tr>
<tr>
<td><code>XHR</code></td>
<td>HTTP long-polling based on the built-in <code>XMLHttpRequest</code>
object.</td>
</tr>
<tr>
<td><code>NodeWebSocket</code></td>
<td>WebSocket transport based on the <code>WebSocket</code> object
provided by the <code>ws</code> package.</td>
</tr>
<tr>
<td><code>WebSocket</code></td>
<td>WebSocket transport based on the built-in <code>WebSocket</code>
object.</td>
</tr>
<tr>
<td><code>WebTransport</code></td>
<td>WebTransport transport based on the built-in
<code>WebTransport</code> object.</td>
</tr>
</tbody>
</table>
<p>Usage:</p>
<table>
<thead>
<tr>
<th>Transport</th>
<th>browser</th>
<th>Node.js</th>
<th>Deno</th>
<th>Bun</th>
</tr>
</thead>
<tbody>
<tr>
<td><code>Fetch</code></td>
<td>✅</td>
<td>✅ (1)</td>
<td>✅</td>
<td>✅</td>
</tr>
<tr>
<td><code>NodeXHR</code></td>
<td></td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
</tr>
<tr>
<td><code>XHR</code></td>
<td>✅</td>
<td></td>
<td></td>
<td></td>
</tr>
<tr>
<td><code>NodeWebSocket</code></td>
<td></td>
<td>✅</td>
<td>✅</td>
<td>✅</td>
</tr>
<tr>
<td><code>WebSocket</code></td>
<td>✅</td>
<td>✅ (2)</td>
<td>✅</td>
<td>✅</td>
</tr>
<tr>
<td><code>WebTransport</code></td>
<td>✅</td>
<td>✅</td>
<td></td>
<td></td>
</tr>
</tbody>
</table>
<p>(1) since <a
href="https://nodejs.org/api/globals.html#fetch">v18.0.0</a>
(2) since <a
href="https://nodejs.org/api/globals.html#websocket">v21.0.0</a></p>
<p>Added in <a
href="f4d898ee96">f4d898e</a>
and <a
href="b11763beec">b11763b</a>.</p>
<h4>Test each low-level transports</h4>
<p>When setting the <code>tryAllTransports</code> option to
<code>true</code>, if the first transport (usually, HTTP long-polling)
fails, then the other transports will be tested too:</p>
<pre lang="js"><code>import { io } from &quot;socket.io-client&quot;;
&lt;/tr&gt;&lt;/table&gt; 
</code></pre>
</blockquote>
<p>... (truncated)</p>
</details>
<details>
<summary>Commits</summary>
<ul>
<li><a
href="d0fc720420"><code>d0fc720</code></a>
chore(release): socket.io@4.8.0</li>
<li><a
href="4a0555c671"><code>4a0555c</code></a>
chore(release): socket.io-client@4.8.0</li>
<li><a
href="2b60df18a8"><code>2b60df1</code></a>
chore(release): engine.io@6.6.1</li>
<li><a
href="d4cb375856"><code>d4cb375</code></a>
ci: ignore tests when publishing to npm</li>
<li><a
href="c251ae7ba7"><code>c251ae7</code></a>
chore(release): engine.io-client@6.6.1</li>
<li><a
href="8a2f5a3da0"><code>8a2f5a3</code></a>
fix(eio-client): move 'offline' event listener at the top</li>
<li><a
href="b04fa64365"><code>b04fa64</code></a>
fix(sio): allow to join a room in a middleware (uws)</li>
<li><a
href="7085f0e3e4"><code>7085f0e</code></a>
refactor(sio-client): mangle private attributes</li>
<li><a
href="4f66708210"><code>4f66708</code></a>
chore(sio-client): use babel loose mode when transpiling classes</li>
<li><a
href="1a95db2145"><code>1a95db2</code></a>
chore(sio-client): add a script to compute the bundle size</li>
<li>Additional commits viewable in <a
href="https://github.com/socketio/socket.io/compare/socket.io@4.7.5...socket.io@4.8.0">compare
view</a></li>
</ul>
</details>
<br />


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2024-10-14 15:47:01 -07:00
..
docs [WebNN EP] Support Tile operator (#22148) 2024-10-05 00:56:55 -07:00
lib [js/webgpu] Optimize MultiHeadAttention|Transpose (#22420) 2024-10-14 15:43:14 -07:00
script [js/webgpu] Manage model download with a specific unittest option (#22214) 2024-09-30 18:27:43 -07:00
test [WebNN EP] Support Tile operator (#22148) 2024-10-05 00:56:55 -07:00
.gitignore [js/web] optimize module export and deployment (#20165) 2024-05-20 09:51:16 -07:00
.npmignore [js/web] optimize module export and deployment (#20165) 2024-05-20 09:51:16 -07:00
karma.conf.js [js] change default formatter for JavaScript/TypeScript from clang-format to Prettier (#21728) 2024-08-14 16:51:22 -07:00
package-lock.json Bump cookie and socket.io in /js/web (#22408) 2024-10-14 15:47:01 -07:00
package.json [js/web] remove training release (#22103) 2024-09-16 10:56:22 -07:00
README.md [WebNN EP] Add WebNN operators doc to README.md (#20734) 2024-05-20 14:57:40 -07:00
tsconfig.json
types.d.ts [js/web] remove training release (#22103) 2024-09-16 10:56:22 -07:00

README.md

ONNX Runtime Web

ONNX Runtime Web is a Javascript library for running ONNX models on browsers and on Node.js.

ONNX Runtime Web has adopted WebAssembly and WebGL technologies for providing an optimized ONNX model inference runtime for both CPUs and GPUs.

Why ONNX models

The Open Neural Network Exchange (ONNX) is an open standard for representing machine learning models. The biggest advantage of ONNX is that it allows interoperability across different open source AI frameworks, which itself offers more flexibility for AI frameworks adoption.

Why ONNX Runtime Web

With ONNX Runtime Web, web developers can score models directly on browsers with various benefits including reducing server-client communication and protecting user privacy, as well as offering install-free and cross-platform in-browser ML experience.

ONNX Runtime Web can run on both CPU and GPU. On CPU side, WebAssembly is adopted to execute the model at near-native speed. ONNX Runtime Web compiles the native ONNX Runtime CPU engine into WebAssembly backend by using Emscripten, so it supports most functionalities native ONNX Runtime offers, including full ONNX operator coverage, multi-threading, ONNX Runtime Quantization as well as ONNX Runtime Mobile. For performance acceleration with GPUs, ONNX Runtime Web leverages WebGL, a popular standard for accessing GPU capabilities. We are keeping improving op coverage and optimizing performance in WebGL backend.

See Compatibility and Operators Supported for a list of platforms and operators ONNX Runtime Web currently supports.

Usage

Documents

Development

Refer to the following links for development information:

Compatibility

EPs/Browsers Chrome/Edge (Windows) Chrome/Edge (Android) Chrome/Edge (MacOS) Chrome/Edge (iOS) Safari (MacOS) Safari (iOS) Firefox (Windows) Node.js
WebAssembly (CPU) ✔️ ✔️ ✔️ ✔️ ✔️ ✔️ ✔️ ✔️[1]
WebGPU ✔️[2] ✔️[3] ✔️ ❌ ❌ ❌ ❌ ❌
WebGL ✔️[4] ✔️[4] ✔️[4] ✔️[4] ✔️[4] ✔️[4] ✔️[4] ❌
WebNN ✔️[5] ❌ ❌ ❌ ❌ ❌ ❌ ❌
  • [1]: Node.js only support single-threaded wasm EP.
  • [2]: WebGPU requires Chromium v113 or later on Windows. Float16 support requires Chrome v121 or later, and Edge v122 or later.
  • [3]: WebGPU requires Chromium v121 or later on Windows.
  • [4]: WebGL support is in maintenance mode. It is recommended to use WebGPU for better performance.
  • [5]: Requires to launch browser with commandline flag --enable-features=WebMachineLearningNeuralNetwork.

Operators

WebAssembly backend

ONNX Runtime Web currently support all operators in ai.onnx and ai.onnx.ml.

WebGL backend

ONNX Runtime Web currently supports a subset of operators in ai.onnx operator set. See webgl-operators.md for a complete, detailed list of which ONNX operators are supported by WebGL backend.

WebGPU backend

WebGPU backend is still an experimental feature. See webgpu-operators.md for a detailed list of which ONNX operators are supported by WebGPU backend.

WebNN backend

WebNN backend is still an experimental feature. See webnn-operators.md for a detailed list of which ONNX operators are supported by WebNN backend.

License

License information can be found here.