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Plug into your existing technology stack
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Build using proven technology
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Used in Office 365, Visual Studio and Bing, delivering
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more than a Trillion inferences every day
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Please help us improve ONNX Runtime by participating in our
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<a href="https://ncv.microsoft.com/UySXuzobM9">customer survey.</a>
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<h2 class="section-heading">Use ONNX Runtime with your favorite language</h2>
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<pre class="mb-0" style="overflow: hidden;">
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<code>import onnxruntime as ort
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# Load the model and create InferenceSession
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model_path = "path/to/your/onnx/model"
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session = ort.InferenceSession(model_path)
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# Load and preprocess the input image inputTensor
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...
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# Run inference
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outputs = session.run(None, {"input": inputTensor})
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print(outputs)</code>
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<a href="docs/get-started/with-python" class="btn border-primary text-primary float-right mb-2"><i class="fa-solid fa-link"></i> Learn more</a>
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<pre style="overflow: hidden">
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<code>import ai.onnxruntime.*;
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// Load the model and create InferenceSession
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String modelPath = "path/to/your/onnx/model";
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OrtEnvironment env = OrtEnvironment.getEnvironment();
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OrtSession session = env.createSession(modelPath);
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// Load and preprocess the input image inputTensor
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...
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// Run inference
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OrtSession.Result outputs = session.run(inputTensor);
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System.out.println(outputs.get(0).getTensor().getFloatBuffer().get(0));</code>
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<a href="docs/get-started/with-java" class="btn border-primary text-primary float-right mb-2"><i class="fa-solid fa-link"></i> Learn more</a>
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</pre>
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<pre style="overflow: hidden">
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<code>import * as ort from "onnxruntime-web";
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// Load the model and create InferenceSession
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const modelPath = "path/to/your/onnx/model";
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const session = await ort.InferenceSession.create(modelPath);
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// Load and preprocess the input image to inputTensor
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...
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// Run inference
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const outputs = await session.run({ input: inputTensor });
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console.log(outputs);</code>
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<a href="docs/get-started/with-javascript" class="btn border-primary text-primary float-right mb-2"><i class="fa-solid fa-link"></i> Learn more</a>
|
|
|
|
|
|
</pre>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="tab-pane fade" id="v-pills-cpp" role="tabpanel"
|
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|
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|
|
aria-labelledby="v-pills-cpp-tab">
|
|
|
|
|
|
<pre style="overflow: hidden">
|
|
|
|
|
|
<code>#include "onnxruntime_cxx_api.h"
|
|
|
|
|
|
|
|
|
|
|
|
// Load the model and create InferenceSession
|
|
|
|
|
|
Ort::Env env;
|
|
|
|
|
|
std::string model_path = "path/to/your/onnx/model";
|
|
|
|
|
|
Ort::Session session(env, model_path, Ort::SessionOptions{ nullptr });
|
|
|
|
|
|
|
|
|
|
|
|
// Load and preprocess the input image to
|
|
|
|
|
|
// inputTensor, inputNames, and outputNames
|
|
|
|
|
|
...
|
|
|
|
|
|
|
|
|
|
|
|
// Run inference
|
|
|
|
|
|
std::vector<Ort::Value> outputTensors =
|
|
|
|
|
|
session.Run(Ort::RunOptions{nullptr},
|
|
|
|
|
|
inputNames.data(),
|
|
|
|
|
|
&inputTensor,
|
|
|
|
|
|
inputNames.size(),
|
|
|
|
|
|
outputNames.data(),
|
|
|
|
|
|
outputNames.size());
|
|
|
|
|
|
|
|
|
|
|
|
const float* outputDataPtr = outputTensors[0].GetTensorMutableData<float>();
|
|
|
|
|
|
std::cout << outputDataPtr[0] << std::endl;</code>
|
|
|
|
|
|
<a href="docs/get-started/with-cpp" class="btn border-primary text-primary float-right mb-2"><i class="fa-solid fa-link"></i> Learn more</a>
|
|
|
|
|
|
</pre>
|
|
|
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|
|
</div>
|
|
|
|
|
|
<div class="tab-pane fade" id="v-pills-cs" role="tabpanel"
|
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|
|
aria-labelledby="v-pills-cs-tab">
|
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|
|
<pre style="overflow: hidden">
|
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|
|
|
|
<code>using Microsoft.ML.OnnxRuntime;
|
|
|
|
|
|
|
|
|
|
|
|
// Load the model and create InferenceSession
|
|
|
|
|
|
string model_path = "path/to/your/onnx/model";
|
|
|
|
|
|
var session = new InferenceSession(model_path);
|
|
|
|
|
|
|
|
|
|
|
|
// Load and preprocess the input image to inputTensor
|
|
|
|
|
|
...
|
|
|
|
|
|
|
|
|
|
|
|
// Run inference
|
|
|
|
|
|
var outputs = session.Run(inputTensor).ToList();
|
|
|
|
|
|
Console.WriteLine(outputs[0].AsTensor<float>()[0]);</code>
|
|
|
|
|
|
<a href="docs/get-started/with-csharp" class="btn border-primary text-primary float-right mb-2"><i class="fa-solid fa-link"></i> Learn more</a>
|
|
|
|
|
|
</pre>
|
|
|
|
|
|
</div>
|
2019-11-12 06:43:16 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
</div>
|
2019-11-12 06:43:16 +00:00
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-3 px-5 my-auto">
|
|
|
|
|
|
<div class="row">
|
|
|
|
|
|
<div class="col-12 p-1">
|
|
|
|
|
|
<a href="docs/get-started/" class="btn btn-block btn-primary btn-lg rounded-0 "
|
|
|
|
|
|
style="height: 80px; display: flex; align-items: center; justify-content: center;">Quickstart</a>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-12 p-1">
|
|
|
|
|
|
<a href="docs/tutorials/" class="btn btn-block btn-primary btn-lg rounded-0 "
|
|
|
|
|
|
style="height: 80px; display: flex; align-items: center; justify-content: center;">Tutorials</a>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-12 p-1">
|
|
|
|
|
|
<a href="docs/install/" class="btn btn-block btn-primary btn-lg rounded-0 "
|
|
|
|
|
|
style="height: 80px; display: flex; align-items: center; justify-content: center;">Install
|
|
|
|
|
|
ONNX
|
|
|
|
|
|
Runtime</a>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-12 p-1">
|
|
|
|
|
|
<a href="docs/execution-providers/"
|
|
|
|
|
|
class="btn btn-block btn-primary btn-lg rounded-0 "
|
|
|
|
|
|
style="height: 80px; display: flex; align-items: center; justify-content: center;">Hardware
|
|
|
|
|
|
Acceleration</a>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
</div>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</section>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<section class="py-md-5 pb-4 pt-4 get-started-section border-top" id="getStartedTable">
|
|
|
|
|
|
<div class="text-center pb-3">
|
|
|
|
|
|
<h2 class="section-heading">Use ONNX Runtime with the platform of your choice</h2>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<noscript>
|
|
|
|
|
|
<div class="javascript-is-disabled row">
|
|
|
|
|
|
<div class="col">
|
|
|
|
|
|
<div class="ns-callout">
|
|
|
|
|
|
<h2>
|
|
|
|
|
|
Please enable JavaScript to use the interactive
|
|
|
|
|
|
installation guide.
|
|
|
|
|
|
</h2>
|
|
|
|
|
|
<p class="mb-0">
|
|
|
|
|
|
Need help enabling JavaScript? Follow the instructions
|
|
|
|
|
|
<a href="https://www.whatismybrowser.com/guides/how-to-enable-javascript/auto"
|
|
|
|
|
|
target="_blank">here</a>.
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</noscript>
|
|
|
|
|
|
<p class="text-center">Select the configuration you want to use and run the corresponding
|
|
|
|
|
|
installation script.
|
|
|
|
|
|
<br />ONNX Runtime supports a variety of hardware and architectures to fit any need.
|
|
|
|
|
|
</p>
|
|
|
|
|
|
<div>
|
|
|
|
|
|
|
|
|
|
|
|
<div class="nav tbl_tablist" role="tablist">
|
|
|
|
|
|
<li class="tbl_tab nav-link mr-1 active" id="OI_tab" data-toggle="pill"
|
|
|
|
|
|
aria-selected="true" role="tab" tabindex="0" aria-controls="panel1">Optimize
|
|
|
|
|
|
Inferencing</a>
|
|
|
|
|
|
<li class="tbl_tab nav-link" id="OT_tab" data-toggle="pill" aria-selected="false"
|
|
|
|
|
|
aria-controls="panel2" role="tab" tabindex="0">Optimize
|
|
|
|
|
|
Training </a>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div id="panel1" class="tbl_panel" aria-labelledby="tab1" role="tabpanel"
|
|
|
|
|
|
aria-hidden="false">
|
|
|
|
|
|
<div class="row ml-0">
|
|
|
|
|
|
<div class="col">
|
|
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="selectOS">Platform</h3>
|
|
|
|
|
|
<p id="decriptionOS" class="sr-only">
|
|
|
|
|
|
Platform list contains six items
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox" id="listbox-1"
|
|
|
|
|
|
aria-labelledby="selectOS" aria-describedby="decriptionOS">
|
|
|
|
|
|
<div class="row os">
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option version" role="option"
|
|
|
|
|
|
tabindex="0" aria-selected="false" id="windows">
|
|
|
|
|
|
<span>Windows</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="linux">
|
|
|
|
|
|
<span>Linux</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="mac">
|
|
|
|
|
|
<span>Mac</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="android">
|
|
|
|
|
|
<span>Android</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="ios">
|
|
|
|
|
|
<span>iOS</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="web">
|
|
|
|
|
|
<span>Web Browser</span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="selectLanguage">API</h3>
|
|
|
|
|
|
<p id="decriptionLanguage" class="sr-only">
|
|
|
|
|
|
API list contains eight items
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox" id="listbox-2"
|
|
|
|
|
|
aria-labelledby="selectLanguage" aria-describedby="decriptionLanguage">
|
|
|
|
|
|
<div class="row language">
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="false" id="Python">
|
|
|
|
|
|
<span>Python</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="C++">
|
|
|
|
|
|
<span>C++</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" aria-selected="false"
|
|
|
|
|
|
role="option" tabindex="-1" id="C#">
|
|
|
|
|
|
<span><abbr>C#</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="C-API">
|
|
|
|
|
|
<span>C</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="Java">
|
|
|
|
|
|
<span>Java</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="JS">
|
|
|
|
|
|
<span>JS</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="objectivec">
|
|
|
|
|
|
<span>Obj-C</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="WinRT">
|
|
|
|
|
|
<span>WinRT</span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="selectArchitecture" class="align-self-center">
|
|
|
|
|
|
Architecture
|
|
|
|
|
|
</h3>
|
|
|
|
|
|
<p id="decriptionArchitecture" class="sr-only">
|
|
|
|
|
|
Architecture list contains five items
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox" id="listbox-3"
|
|
|
|
|
|
aria-labelledby="selectArchitecture"
|
|
|
|
|
|
aria-describedby="decriptionArchitecture">
|
|
|
|
|
|
<div class="row architecture">
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="false" id="X64">
|
|
|
|
|
|
<span><abbr>X64</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="X86">
|
|
|
|
|
|
<span><abbr>X86</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="ARM64">
|
|
|
|
|
|
<span><abbr>ARM64</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="ARM32">
|
|
|
|
|
|
<span><abbr>ARM32</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-2dot4 col r-option" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="Power">
|
|
|
|
|
|
<span><abbr>IBM Power</abbr></span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="selectHardwareAcceleration">
|
|
|
|
|
|
Hardware Acceleration
|
|
|
|
|
|
</h3>
|
|
|
|
|
|
<p id="decriptionHardwareAcceleration" class="sr-only">
|
|
|
|
|
|
Hardware Acceleration list contains seventeen
|
|
|
|
|
|
items
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox" id="listbox-4"
|
|
|
|
|
|
aria-labelledby="selectHardwareAcceleration"
|
|
|
|
|
|
aria-describedby="decriptionHardwareAcceleration">
|
|
|
|
|
|
<div class="row hardwareAcceleration">
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="0" aria-selected="false" id="DefaultCPU">
|
|
|
|
|
|
<span>Default <abbr>CPU</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="CoreML">
|
|
|
|
|
|
<span>CoreML </span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="CUDA">
|
|
|
|
|
|
<span><abbr>CUDA</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="DirectML">
|
|
|
|
|
|
<span>Direct<abbr>ML</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="MIGraphX">
|
|
|
|
|
|
<span>MIGraphX </span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="NNAPI">
|
|
|
|
|
|
<span>NNAPI </span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="DNNL">
|
|
|
|
|
|
<span><abbr>oneDNN</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="OpenVINO">
|
|
|
|
|
|
<span>OpenVINO</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="ROCm">
|
|
|
|
|
|
<span>ROCm </span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
2023-05-24 13:42:42 +00:00
|
|
|
|
tabindex="-1" aria-selected="false" id="QNN">
|
|
|
|
|
|
<span>QNN</span>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="TensorRT">
|
|
|
|
|
|
<span>Tensor<abbr>RT</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="ACL">
|
|
|
|
|
|
<span>ACL (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="ArmNN">
|
|
|
|
|
|
<span>ArmNN (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="Azure">
|
|
|
|
|
|
<span>Azure (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="CANN">
|
|
|
|
|
|
<span>CANN (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="RockchipNPU">
|
|
|
|
|
|
<span>Rockchip NPU (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="TVM">
|
|
|
|
|
|
<span>TVM (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="VitisAI">
|
|
|
|
|
|
<span>Vitis AI (Preview)</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-lg-3 col-md-3 r-option version" role="option"
|
|
|
|
|
|
tabindex="-1" aria-selected="false" id="XNNPACK">
|
|
|
|
|
|
<span>XNNPACK (Preview)</span>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
</div>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap command-block row-eq-height mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 class="text-white" id="selectRunCommand">
|
|
|
|
|
|
Installation Instructions
|
|
|
|
|
|
</h3>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4">
|
|
|
|
|
|
<div class="row">
|
|
|
|
|
|
<div class="col r-option command-container" id="command"
|
|
|
|
|
|
role="status">
|
|
|
|
|
|
<span class="py-2">
|
|
|
|
|
|
Please select a combination of resources
|
|
|
|
|
|
</span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div id="panel2" class="tbl_panel" aria-labelledby="tab2" role="tabpanel"
|
|
|
|
|
|
aria-hidden="true">
|
|
|
|
|
|
<div class="row ml-0">
|
|
|
|
|
|
<div class="col">
|
2023-06-06 16:19:18 +00:00
|
|
|
|
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="ot_selectScenario">Scenario</h3>
|
|
|
|
|
|
<p id="ot_decriptionScenario" class="sr-only">
|
|
|
|
|
|
Scenario list contains two items
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox"
|
|
|
|
|
|
id="ot_listbox-4" aria-labelledby="ot_selectScenario"
|
|
|
|
|
|
aria-describedby="ot_decriptionScenario">
|
|
|
|
|
|
<div class="row ot_scenario">
|
2023-06-06 16:19:18 +00:00
|
|
|
|
<div class="col r-option version" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_large_model">
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<span><abbr>Large Model Training</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col r-option version" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="ot_on_device">
|
|
|
|
|
|
<span><abbr>On-Device Training</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="ot_selectOS">Platform</h3>
|
|
|
|
|
|
<p id="ot_decriptionOS" class="sr-only">
|
2023-08-17 22:47:54 +00:00
|
|
|
|
Platform list contains five items
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox"
|
|
|
|
|
|
id="ot_listbox-1" aria-labelledby="ot_selectOS"
|
|
|
|
|
|
aria-describedby="ot_decriptionOS">
|
|
|
|
|
|
<div class="row ot_os">
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
2023-04-21 12:40:28 +00:00
|
|
|
|
aria-selected="true" id="ot_linux">
|
|
|
|
|
|
<span>Linux</span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_windows">
|
|
|
|
|
|
<span>Windows</span>
|
|
|
|
|
|
</div>
|
2023-08-17 22:47:54 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_mac">
|
|
|
|
|
|
<span>Mac</span>
|
|
|
|
|
|
</div>
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_android">
|
|
|
|
|
|
<span>Android</span>
|
|
|
|
|
|
</div>
|
2023-08-17 22:47:54 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_ios">
|
|
|
|
|
|
<span>iOS</span>
|
|
|
|
|
|
</div>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="ot_selectLanguage">API</h3>
|
|
|
|
|
|
<p id="ot_decriptionLanguage" class="sr-only">
|
2023-08-17 22:47:54 +00:00
|
|
|
|
API list contains six items
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox"
|
|
|
|
|
|
id="ot_listbox-2" aria-labelledby="ot_selectLanguage"
|
|
|
|
|
|
aria-describedby="ot_decriptionLanguage">
|
|
|
|
|
|
<div class="row ot_language">
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_python">
|
|
|
|
|
|
<span>Python</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_c">
|
|
|
|
|
|
<span>C</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_cplusplus">
|
|
|
|
|
|
<span>C++</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_csharp">
|
|
|
|
|
|
<span>C#</span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_java">
|
|
|
|
|
|
<span>Java</span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
2023-08-17 22:47:54 +00:00
|
|
|
|
<div class="col r-option" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_objc">
|
|
|
|
|
|
<span>Obj-C</span>
|
|
|
|
|
|
</div>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="ot_selectHardwareAcceleration">
|
|
|
|
|
|
Hardware Acceleration
|
|
|
|
|
|
</h3>
|
|
|
|
|
|
<p id="ot_decriptionHardwareAcceleration" class="sr-only">
|
2023-05-22 16:01:20 +00:00
|
|
|
|
Hardware Acceleration list contains three items
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox"
|
|
|
|
|
|
id="ot_listbox-4" aria-labelledby="ot_selectHardwareAcceleration"
|
|
|
|
|
|
aria-describedby="ot_decriptionHardwareAcceleration">
|
|
|
|
|
|
<div class="row ot_hardwareAcceleration">
|
2023-06-06 16:19:18 +00:00
|
|
|
|
<div class="col r-option version" role="option" tabindex="0"
|
|
|
|
|
|
aria-selected="true" id="ot_CUDA">
|
2023-04-21 12:40:28 +00:00
|
|
|
|
<span><abbr>CUDA</abbr></span>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col r-option version" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="ot_ROCm">
|
|
|
|
|
|
<span><abbr>ROCm</abbr></span>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
2023-05-22 16:01:20 +00:00
|
|
|
|
<div class="col r-option version" role="option" tabindex="-1"
|
|
|
|
|
|
aria-selected="false" id="ot_CPU">
|
|
|
|
|
|
<span><abbr>CPU</abbr></span>
|
|
|
|
|
|
</div>
|
2020-05-19 14:56:27 +00:00
|
|
|
|
</div>
|
|
|
|
|
|
</div>
|
2023-04-21 12:40:28 +00:00
|
|
|
|
</div>
|
2023-01-27 21:10:22 +00:00
|
|
|
|
|
2023-09-07 23:01:42 +00:00
|
|
|
|
<div class="row r-wrap mb-1 mb-md-0 mr-0">
|
|
|
|
|
|
<div class="col-md-3 r-heading">
|
|
|
|
|
|
<h3 id="ot_selectBuild">Build</h3>
|
|
|
|
|
|
<p id="ot_decriptionBuild" class="sr-only">
|
|
|
|
|
|
Build list contains two items
|
|
|
|
|
|
</p>
|
|
|
|
|
|
</div>
|
|
|
|
|
|
<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox"
|
|
|
|
|
|
id="ot_listbox-4" aria-labelledby="ot_selectBuild"
|
|
|
|
|
|
aria-describedby="ot_decriptionBuild">
|
|
|
|
|
|
<div class="row ot_build">
|
|
|
|
|
|
<div class="col r-option version" role="option" tabindex="0"
|
|
|
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aria-selected="true" id="ot_stable">
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<span><abbr>Stable</abbr></span>
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</div>
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<div class="col r-option version" role="option" tabindex="-1"
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aria-selected="true" id="ot_nightly">
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<span><abbr>Preview (Nightly)</abbr></span>
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</div>
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</div>
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2023-04-21 12:40:28 +00:00
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<div class="row r-wrap command-block row-eq-height mr-0">
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<h3 class="text-white" id="ot_selectRunCommand">
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Installation Instructions
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</h3>
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</div>
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<div class="row">
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<div class="col r-option command-container" id="ot_command"
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role="status">
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<span class="py-2">
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Please select a combination of resources
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</span>
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2020-05-19 14:56:27 +00:00
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</div>
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</div>
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2023-01-27 21:10:22 +00:00
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</div>
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</section>
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2023-01-12 21:01:00 +00:00
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2023-01-27 21:10:22 +00:00
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<h2 class="section-heading">ONNX RUNTIME VIDEOS</h2>
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2023-01-12 21:01:00 +00:00
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<iframe class="video" src="https://www.youtube.com/embed/lRBsmnBE9ZA"
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title="Convert Models to ONNX" frameborder="0"
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-01-12 21:01:00 +00:00
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2023-01-27 21:10:22 +00:00
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2023-03-11 01:02:38 +00:00
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<iframe class="video" src="https://www.youtube.com/embed/waIeC3OIn70"
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title="v1.14 ONNX Runtime - Release Review" frameborder="0"
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2023-01-27 21:10:22 +00:00
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-01-12 21:01:00 +00:00
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title="C++ and OnnxRuntime" frameborder="0"
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2023-01-27 21:10:22 +00:00
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-01-12 21:01:00 +00:00
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2023-01-27 21:10:22 +00:00
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2023-03-11 01:02:38 +00:00
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<iframe class="video" src="https://www.youtube.com/embed/2dbXFQxsIDY"
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2023-04-21 12:40:28 +00:00
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title="ONNX Runtime Azure EP for Hybrid Inferencing on Edge and Cloud"
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frameborder="0"
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2023-01-27 21:10:22 +00:00
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-02-16 18:56:54 +00:00
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2023-03-11 01:02:38 +00:00
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<iframe class="video" src="https://www.youtube.com/embed/vYzWrT3A7wQ"
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title="JavaScript with ONNX Runtime Web!" frameborder="0"
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2023-02-16 18:56:54 +00:00
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-03-11 00:58:21 +00:00
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<iframe class="video" src="https://www.youtube.com/embed/Z8SX5oXF7dM"
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title="Computer vision C# with ONNX Runtime!" frameborder="0"
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-01-27 21:10:22 +00:00
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<iframe class="video" src="https://www.youtube.com/embed/W_lUGPMW_Eg"
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title="Deploy Transformer Models in the Browser with #ONNXRuntime"
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frameborder="0"
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-01-12 21:01:00 +00:00
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title="BERT NLP with C# ONNX Runtime" frameborder="0"
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allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
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allowfullscreen></iframe>
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2023-04-21 12:40:28 +00:00
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ORGANIZATIONS & PRODUCTS USING ONNX RUNTIME
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2022-01-03 21:42:43 +00:00
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2023-04-21 12:40:28 +00:00
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src="./images/logos/ATLAS-logo.png" alt="ATLAS logo" /></a>
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src="./images/logos/bazaarvoice-logo.png" alt="Bazaarvoice logo" /></a>
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2023-04-21 12:40:28 +00:00
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2023-08-31 19:43:38 +00:00
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src="./images/logos/huggingface-logo.png" alt="Hugging Face logo" /></a>
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2022-07-25 18:21:10 +00:00
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src="./images/logos/hypefactors-logo.png" alt="Hypefactors logo" /></a>
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2022-09-07 23:45:48 +00:00
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<div class="customer-logo text-center">
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<a href="community.html#infarm"><img src="./images/logos/infarm-logo.png"
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2023-04-21 12:40:28 +00:00
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alt="InFarm logo" /></a>
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2022-01-19 18:06:58 +00:00
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<div class="customer-logo text-center">
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2023-01-27 21:10:22 +00:00
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<a href="community.html#intel"><img src="./images/logos/intel-logo.png"
|
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