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dfe6a4feeb
### Description - Adds Deezer quote/logo - Removes MS Visual Studio logo/quote - Staged: https://faxu.github.io/onnxruntime/community.html#deezer / https://faxu.github.io/onnxruntime/#logos
1095 lines
45 KiB
HTML
1095 lines
45 KiB
HTML
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<div class="container px-md-4 px-lg-5 pt-5 mx-auto text-center">
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<h1 class="pt-3 pb-3 pt-md-5 pb-lg-3 px-md-4 px-lg-5 mt-5 mb-0">
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Cross-Platform Accelerated Machine Learning
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</h1>
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</div>
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<div class="outer-container mx-auto pt-md-5 pt-3">
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<h2 class="mr-xl-5 blue-text">
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Speed up machine learning process
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</h2>
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<p class="mr-xl-5 mb-md-0">
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Built-in optimizations that deliver up to 17X faster
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inferencing and up to 1.4X faster training
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</p>
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</div>
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<div class="col-12 col-md-4 mb-2 mb-md-0">
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<img src="images/svg/icon-2.svg" alt="" />
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<div class="col-10 col-sm-9 col-xl-10 pl-sm-0 pl-md-3 pl-lg-0 pl-xl-3">
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<h2 class="mr-xl-5 blue-text">
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Plug into your existing technology stack
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</h2>
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<p class="mr-xl-5 mb-md-0">
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Support for a variety of frameworks, operating systems
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and hardware platforms
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</p>
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</div>
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</div>
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</div>
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<div class="col-12 col-md-4">
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<div class="row">
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<div class="col-2 col-md-3 col-xl-2">
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<div class="icon-container">
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<img src="images/svg/icon-3.svg" alt="" />
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<div class="col-10 col-sm-9 col-xl-10 pl-sm-0 pl-md-3 pl-lg-0 pl-xl-3">
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<h2 class="mr-xl-5 blue-text">
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Build using proven technology
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</h2>
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<p class="mr-xl-5 mb-0">
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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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</p>
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</div>
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</div>
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</div>
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<div class="pt-5">
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<div class="alert alert-dark alert-dismissible fade show" role="alert">
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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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<div class="col-md-9 d-md-block d-none">
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<div class="text-center pb-3">
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<h2 class="section-heading">Use ONNX Runtime with your favorite language</h2>
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</div>
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<div class="row">
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<div class="col-3 pr-0">
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<div class="nav flex-column nav-pills h-100" style="background-color: #fafafa;"
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id="v-pills-tab" role="tablist" aria-orientation="vertical">
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<a class="nav-link rounded-0 active" id="v-pills-python-tab"
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data-toggle="pill" href="#v-pills-python" role="tab"
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aria-controls="v-pills-python" aria-selected="true">Python</a>
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<a class="nav-link rounded-0" id="v-pills-cs-tab" data-toggle="pill"
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href="#v-pills-cs" role="tab" aria-controls="v-pills-cs"
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aria-selected="false">C#</a>
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<a class="nav-link rounded-0" id="v-pills-javascript-tab" data-toggle="pill"
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href="#v-pills-javascript" role="tab" aria-controls="v-pills-javascript"
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aria-selected="false">JavaScript</a>
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<a class="nav-link rounded-0" id="v-pills-java-tab" data-toggle="pill"
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href="#v-pills-java" role="tab" aria-controls="v-pills-java"
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aria-selected="false">Java</a>
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<a class="nav-link rounded-0" id="v-pills-cpp-tab" data-toggle="pill"
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href="#v-pills-cpp" role="tab" aria-controls="v-pills-cpp"
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aria-selected="false">C++</a>
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<a class="nav-link rounded-0" href="docs/get-started/"
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aria-controls="v-pills-cs" aria-selected="false"><i
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class="fa-solid fa-plus"></i>
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more</a>
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</div>
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</div>
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<div class="col-9 pl-0 h-100 bg-light">
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<div class="tab-content" id="v-pills-tabContent">
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<div class="tab-pane fade show active" style="padding: 0; margin: 0"
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id="v-pills-python" role="tabpanel"
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aria-labelledby="v-pills-python-tab">
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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>
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</div>
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<div class="tab-pane fade" id="v-pills-java" role="tabpanel"
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aria-labelledby="v-pills-java-tab">
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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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</div>
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<div class="tab-pane fade" id="v-pills-javascript" role="tabpanel"
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aria-labelledby="v-pills-javascript-tab">
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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>
|
||
<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>
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||
</div>
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<div class="tab-pane fade" id="v-pills-cpp" role="tabpanel"
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aria-labelledby="v-pills-cpp-tab">
|
||
<pre style="overflow: hidden">
|
||
<code>#include "onnxruntime_cxx_api.h"
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||
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||
// Load the model and create InferenceSession
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||
Ort::Env env;
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std::string model_path = "path/to/your/onnx/model";
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||
Ort::Session session(env, model_path, Ort::SessionOptions{ nullptr });
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||
|
||
// Load and preprocess the input image to
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// inputTensor, inputNames, and outputNames
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||
...
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||
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||
// Run inference
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||
std::vector<Ort::Value> outputTensors =
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||
session.Run(Ort::RunOptions{nullptr},
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||
inputNames.data(),
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||
&inputTensor,
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||
inputNames.size(),
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||
outputNames.data(),
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||
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>
|
||
</div>
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||
<div class="tab-pane fade" id="v-pills-cs" role="tabpanel"
|
||
aria-labelledby="v-pills-cs-tab">
|
||
<pre style="overflow: hidden">
|
||
<code>using Microsoft.ML.OnnxRuntime;
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|
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// Load the model and create InferenceSession
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||
string model_path = "path/to/your/onnx/model";
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var session = new InferenceSession(model_path);
|
||
|
||
// Load and preprocess the input image to inputTensor
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||
...
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||
|
||
// Run inference
|
||
var outputs = session.Run(inputTensor).ToList();
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||
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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
</div>
|
||
<div class="col-md-3 px-5 my-auto">
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||
<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 "
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||
style="height: 80px; display: flex; align-items: center; justify-content: center;">Tutorials</a>
|
||
</div>
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||
<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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<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"
|
||
tabindex="-1" aria-selected="false" id="QNN">
|
||
<span>QNN</span>
|
||
</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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<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>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<div id="panel2" class="tbl_panel" aria-labelledby="tab2" role="tabpanel"
|
||
aria-hidden="true">
|
||
<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="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">
|
||
<div class="col r-option version" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_large_model">
|
||
<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>
|
||
|
||
<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">
|
||
Platform list contains five items
|
||
</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">
|
||
<div class="col r-option" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_linux">
|
||
<span>Linux</span>
|
||
</div>
|
||
<div class="col r-option" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_windows">
|
||
<span>Windows</span>
|
||
</div>
|
||
<div class="col r-option" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_mac">
|
||
<span>Mac</span>
|
||
</div>
|
||
<div class="col r-option" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_android">
|
||
<span>Android</span>
|
||
</div>
|
||
<div class="col r-option" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_ios">
|
||
<span>iOS</span>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<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">
|
||
API list contains six items
|
||
</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">
|
||
<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>
|
||
</div>
|
||
<div class="col r-option" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_objc">
|
||
<span>Obj-C</span>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<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">
|
||
Hardware Acceleration list contains three items
|
||
</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">
|
||
<div class="col r-option version" role="option" tabindex="0"
|
||
aria-selected="true" id="ot_CUDA">
|
||
<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>
|
||
</div>
|
||
<div class="col r-option version" role="option" tabindex="-1"
|
||
aria-selected="false" id="ot_CPU">
|
||
<span><abbr>CPU</abbr></span>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<div class="row r-wrap command-block row-eq-height mr-0">
|
||
<div class="col-md-3 r-heading">
|
||
<h3 class="text-white" id="ot_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="ot_command"
|
||
role="status">
|
||
<span class="py-2">
|
||
Please select a combination of resources
|
||
</span>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</section>
|
||
|
||
<section class="py-md-5 pb-4 pt-4 border-top">
|
||
<div class="container-fluid">
|
||
<div class="row ml-0">
|
||
<div class="col mb-4">
|
||
<div class="text-center pb-3">
|
||
<h2 class="section-heading">ONNX RUNTIME VIDEOS</h2>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
|
||
<div id="carouselExampleControls" class="carousel slide" data-ride="carousel">
|
||
<ol class="carousel-indicators">
|
||
<li data-target="#carouselExampleIndicators" data-slide-to="0" class="active"></li>
|
||
<li data-target="#carouselExampleIndicators" data-slide-to="1"></li>
|
||
<li data-target="#carouselExampleIndicators" data-slide-to="2"></li>
|
||
</ol>
|
||
<div class="carousel-inner">
|
||
<div class="carousel-item active">
|
||
<div class="row blue-title-columns">
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/lRBsmnBE9ZA"
|
||
title="Convert Models to ONNX" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/LX1w_etaftY"
|
||
title="Unreal Engine ORT Plugin" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/waIeC3OIn70"
|
||
title="v1.14 ONNX Runtime - Release Review" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="carousel-item">
|
||
<div class="row blue-title-columns">
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/imjqRdsm2Qw"
|
||
title="C++ and OnnxRuntime" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/2dbXFQxsIDY"
|
||
title="ONNX Runtime Azure EP for Hybrid Inferencing on Edge and Cloud"
|
||
frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/vYzWrT3A7wQ"
|
||
title="JavaScript with ONNX Runtime Web!" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<div class="carousel-item">
|
||
<div class="row blue-title-columns">
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/Z8SX5oXF7dM"
|
||
title="Computer vision C# with ONNX Runtime!" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/W_lUGPMW_Eg"
|
||
title="Deploy Transformer Models in the Browser with #ONNXRuntime"
|
||
frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
<div class="col-12 col-md-4 mb-4 mb-md-0">
|
||
<iframe class="video" src="https://www.youtube.com/embed/7gDrt-SQZc8"
|
||
title="BERT NLP with C# ONNX Runtime" frameborder="0"
|
||
allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share"
|
||
allowfullscreen></iframe>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
</div>
|
||
<a class="carousel-control-prev" href="#carouselExampleControls" role="button"
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