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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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< h2 class = "mr-xl-5 blue-text" > Speed up machine learning process< / h2 >
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< p class = "mr-xl-5 mb-md-0" > Built-in optimizations that deliver up to 17X faster inferencing and up to 1.4X faster training
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< h2 class = "mr-xl-5 blue-text" > Plug into your existing technology stack< / h2 >
< p class = "mr-xl-5 mb-md-0" > Support for a variety of frameworks, operating systems and hardware platforms< / p >
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< h2 class = "mr-xl-5 blue-text" > Build using proven technology< / h2 >
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< p class = "mr-xl-5 mb-0" > Used in Office 365, Visual Studio and Bing, delivering half Trillion inferences every day< / p >
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< h2 class = "section-heading" > Get Started Easily< / h2 >
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Optimize Inferencing
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Optimize Training
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< h3 id = "selectOS" > Platform< / h3 >
< p id = "decriptionOS" class = "sr-only" > Platform list contains six items< / p >
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< div class = "col-lg-2dot4 col r-option version" role = "option" tabindex = "0" aria-selected = "false" id = "windows" >
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< span > Windows< / span >
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< div class = "col-lg-2dot4 col r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "linux" >
< span > Linux< / span >
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< span > Mac< / span >
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< span > Android< / span >
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< div class = "col-lg-2dot4 col r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "ios" >
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< span > iOS< / span >
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< span > Web Browser (Preview)< / span >
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< h3 id = "selectLanguage" > API< / h3 >
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< p id = "decriptionLanguage" class = "sr-only" > API list contains eight items< / p >
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< 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 >
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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 >
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< div class = "col-lg-2dot4 col r-option" role = "option" tabindex = "-1" aria-selected = "false" id = "C-API" > < span > C< / span > < / div >
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< 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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< 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 >
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< div class = "col-lg-2dot4 col r-option" role = "option" tabindex = "-1" aria-selected = "false" id = "WinRT" > < span > WinRT< / span > < / div >
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< h3 id = "selectArchitecture" class = "align-self-center" > Architecture< / h3 >
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< p id = "decriptionArchitecture" class = "sr-only" > Architecture list contains five items< / p >
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< div class = "col-lg-2dot4 col r-option" role = "option" tabindex = "0" aria-selected = "false" id = "X64" >
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< 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 >
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< span > < abbr > IBM Power< / abbr > < / span > < / div >
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< h3 id = "selectHardwareAcceleration" > Hardware Acceleration< / h3 >
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< p id = "decriptionHardwareAcceleration" class = "sr-only" > Hardware Acceleration list contains sixteen items< / p >
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< div class = "row hardwareAcceleration" >
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< div class = "col-lg-2dot5 col r-option version" role = "option" tabindex = "0" aria-selected = "false" id = "DefaultCPU" >
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< span > Default < abbr > CPU< / abbr > < / span > < / div >
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< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "CoreML" >
< span > CoreML < / span > < / div >
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< div class = "col-lg-2dot5 col r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "CUDA" >
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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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< div class = "col-lg-2dot5 col r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "DNNL" >
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< span > < abbr > oneDNN< / abbr > < / span > < / div >
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< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "OpenVINO" >
< span > OpenVINO< / span > < / div >
< div class = "col-lg-2dot5 col r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "TensorRT" >
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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 = "NNAPI" >
< span > NNAPI < / span > < / div >
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< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "ACL" >
< span > ACL (Preview)< / span > < / div >
< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "ArmNN" >
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< span > ArmNN (Preview)< / span > < / div >
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< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "MIGraphX" >
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< span > MIGraphX (Preview)< / span > < / div >
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< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "RockchipNPU" >
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< span > Rockchip NPU (Preview)< / span > < / div >
< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "SNPE" >
< span > SNPE< / span > < / div >
< div class = "col-lg-2dot5 col-md-3 r-option version" role = "option" tabindex = "-1" aria-selected = "false" id = "TVM" >
< span > TVM (Preview)< / span > < / div >
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< 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 >
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< 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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< 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" >
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Please select a combination of resources
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< h3 id = "ot_selectOS" > Platform< / h3 >
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< p id = "ot_decriptionOS" class = "sr-only" > Platform list contains one item< / p >
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< div class = "col r-option selected" role = "option" tabindex = "0" aria-selected = "true" id = "ot_linux" > < span > Linux< / span > < / div >
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< h3 id = "ot_selectLanguage" > API< / h3 >
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< p id = "ot_decriptionLanguage" class = "sr-only" > API 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-2" aria-labelledby = "ot_selectLanguage" aria-describedby = "ot_decriptionLanguage" >
< div class = "row ot_language" >
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< div class = "col r-option selected" role = "option" tabindex = "0" aria-selected = "true" id = "ot_ORTModule" > < span > ORTModule for Pytorch< / span > < / div >
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Please select a combination of resources
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