onnxruntime/index.html
Faith Xu 497ba753cd
Website: Add Vespa quote and SKL blog post (#6273)
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2021-01-08 12:41:14 -08:00

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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">Optimize and Accelerate Machine Learning Inferencing and Training</h1>
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Optimize Training (Preview)
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<h3 id="selectOS"><abbr title="Operating System">OS</abbr></h3>
<p id="decriptionOS" class="sr-only"><abbr>OS</abbr> list contains five items</p>
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<h3 id="selectLanguage">API</h3>
<p id="decriptionLanguage" class="sr-only">API list contains seven items</p>
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<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"><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>
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<h3 id="selectArchitecture" class="align-self-center">Architecture</h3>
<p id="decriptionArchitecture" class="sr-only">Architecture list contains four items</p>
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<div class="col-lg-2dot4 col r-option selected" role="option" tabindex="0" aria-selected="true" 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>
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<span><abbr>ARM64</abbr></span></div>
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<span><abbr>ARM32</abbr></span></div>
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<p id="decriptionHardwareAcceleration" class="sr-only">Hardware Acceleration list contains fourteen items</p>
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<span>ACL (Preview)</span></div>
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<span>ArmNN (Preview)</span></div>
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<span><abbr>CUDA</abbr></span></div>
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<span>Direct<abbr>ML</abbr></span></div>
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<span><abbr>DNNL</abbr></span></div>
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<span>MIGraphX (Preview)</span></div>
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<span>NNAPI (Preview)</span></div>
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<span><abbr>NUPHAR (Preview)</abbr></span></div>
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<span>OpenVINO</span></div>
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<span>Rockchip NPU (Preview)</span></div>
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<span>Tensor<abbr>RT</abbr></span></div>
<div class="col-lg-2dot5 col-md-3 r-option version" role="option" tabindex="-1" aria-selected="false" id="VitisAI">
<span>Vitis AI (Preview)</span></div>
</div>
</div>
</div>
<div class="row r-wrap command-block row-eq-height mr-0">
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<h3 id="selectRunCommand">Installation Instructions</h3>
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Please select a combination of resources.
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<h3 id="ot_selectOS"><abbr title="Operating System">OS</abbr></h3>
<p id="ot_decriptionOS" class="sr-only"><abbr>OS</abbr> list contains one item</p>
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<span>Linux</span>
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<div class="col-md-3 r-heading">
<h3 id="ot_selectLanguage">API</h3>
<p id="ot_decriptionLanguage" class="sr-only">API list contains two 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">
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<div class="col-md-3 r-heading ">
<h3 id="ot_selectArchitecture" class="align-self-center">Architecture</h3>
<p id="ot_decriptionArchitecture" class="sr-only">Architecture list contains one item</p>
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<div class="col-md-9 r-content pr-0 pl-md-4" role="listbox" id="ot_listbox-3" aria-labelledby="ot_selectArchitecture" aria-describedby="ot_decriptionArchitecture">
<div class="row ot_architecture">
<div class="col r-option selected" role="option" tabindex="0" aria-selected="true" id="ot_X64">
<span><abbr>X64</abbr></span></div>
</div>
</div>
</div>
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<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 one item</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 selected" role="option" tabindex="0" aria-selected="true" id="ot_CUDA">
<span><abbr>CUDA</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 id="ot_selectRunCommand">Installation Instructions</h3>
</div>
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<div class="col r-option command-container" id="ot_command" role="status">
<span>
Please select a combination of resources.
</span>
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<div class="sponsor-logo pb-4 pb-md-5 mr-xl-5 text-center">
<img class="peakSpeed-logo" src="./images/PeakSpeed_logo.png" alt="PeakSpeed logo">
</div>
<h3 class="mr-xl-5 mb-3">&ldquo;Using a common model and code base, the ONNX Runtime allows Peakspeed to easily flip between platforms to help our customers choose the most cost-effective solution based on their infrastructure and requirements.&rdquo;</h3>
<p>&ndash; Oscar Kramer, Chief Geospatial Scientist, Peakspeed</p>
</div>
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<div class="sponsor-logo pb-4 pb-md-5 mr-xl-5 text-center">
<img class="office365-logo" src="./images/oracle-logo.png" alt="Oracle Logo">
</div>
<h3 class="mr-xl-5 mb-3">&ldquo;The ONNX Runtime API for Java enables Java developers and Oracle customers to seamlessly consume and execute ONNX machine-learning models, while taking advantage of the expressive power, high performance, and scalability of Java.&rdquo;</h3>
<p class="overview mb-0">&ndash; Stephen Green, Director of Machine Learning Research Group, Oracle</p>
</div>
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<div class="sponsor-logo pb-4 pb-md-5 mr-xl-5 text-center">
<img src="./images/visual-studio-logo.png" alt="visual-studio logo">
</div>
<h3 class="mr-xl-4 mb-3">&ldquo;We use ONNX Runtime to accelerate model training for a 300M+ parameters model that powers code autocompletion in Visual Studio IntelliCode.&rdquo;</h3>
<p>&ndash; Neel Sundaresan, Director SW Engineering, Data & AI, Developer Division, Microsoft</p>
</div>
<div class="col-12 col-md-3 mb-4 mb-md-0">
<div class="sponsor-logo pb-4 pb-md-5 mr-xl-5 text-center">
<img class="vespa-logo" src="./images/vespa-logo.png" alt="Vespa logo">
</div>
<h3 class="mr-xl-5 mb-3">&ldquo;ONNX Runtime has vastly increased Vespa.ais capacity for evaluating large models, both in performance and model types we support.&rdquo;</h3>
<p>&ndash; Lester Solbakken, Principal Engineer, Vespa.ai, Verizon Media</p>
</div>
</div>
</div>
</section>
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<img src="./images/skl-ort.png" alt="SKL and ORT logos">
</div>
<h3 class="blue-text mr-xl-5 mb-3">Accelerate and simplify Scikit-learn model inference with ONNX Runtime</h3>
<div><a href="https://cloudblogs.microsoft.com/opensource/2020/12/17/accelerate-simplify-scikit-learn-model-inference-onnx-runtime/" target="_blank" class="link"><span class="link-content">Read
more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
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<div class="news-img pb-4 pb-md-5 mr-xl-5 text-center">
<img src="./images/vespa-logo.png" alt="Vespa logo">
</div>
<h3 class="blue-text mr-xl-5 mb-3">ONNX Runtime scenario highlight: Vespa.ai integration</h3>
<div><a href="https://cloudblogs.microsoft.com/opensource/2020/12/14/onnx-runtime-vespa-ai-integration/" target="_blank" class="link"><span class="link-content">Read
more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
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<img src="./images/ORT-Mobile.png" alt="ORT Mobile diagram">
</div>
<h3 class="blue-text mr-xl-5 mb-3">Introducing ONNX Runtime mobile a reduced size, high performance package for edge devices</h3>
<div><a href="https://cloudblogs.microsoft.com/opensource/2020/10/12/introducing-onnx-runtime-mobile-reduced-size-high-performance-package-edge-devices/" target="_blank" class="link"><span class="link-content">Read
more</span><span class="link-arrow fa fa-angle-right"></span></a></div>
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