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Optimize and Accelerate Machine Learning Inferencing and Training

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Optimize and Accelerate Machine + Learning Inferencing and Training

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Speed up machine learning process

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Built-in optimizations that deliver up to 17X faster inferencing and up to 1.4X faster training -

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Plug into your existing technology stack

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Support for a variety of frameworks, operating systems and hardware platforms

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Build using proven technology

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Used in Office 365, Visual Studio and Bing, delivering half Trillion inferences every day

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Get Started Easily

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GET STARTED EASILY

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Platform

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Platform list contains six items

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Platform list contains six + items

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Windows
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Linux
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Mac
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Android
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iOS
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Web Browser (Preview)
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API

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API list contains eight items

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API list contains eight + items

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Python
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C++
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C#
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C
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Java
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JS
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Obj-C
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WinRT
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+ Python
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+ C++
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+ C#
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+ C
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+ Java
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JS +
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+ Obj-C
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+ WinRT
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Architecture

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Architecture list contains five items

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Architecture +

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Architecture list + contains five items

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- X64
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- X86
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- ARM64
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- ARM32
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- IBM Power
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+ X64 +
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+ X86 +
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Hardware Acceleration

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Hardware Acceleration list contains seventeen items

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Hardware + Acceleration list contains seventeen items

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- Default  CPU
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- CoreML
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- CUDA
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- DirectML
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- MIGraphX
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- NNAPI
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- oneDNN
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- OpenVINO
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- ROCm
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- SNPE
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- TensorRT
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- ACL (Preview)
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- ArmNN (Preview)
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- Azure (Preview)
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- CANN (Preview)
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- Rockchip NPU (Preview)
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- TVM (Preview)
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- Vitis AI (Preview)
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- XNNPACK (Preview)
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- Azure (Preview)
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+ Default  CPU
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+ CoreML +
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+ CUDA +
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+ DirectML +
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+ NNAPI +
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+ oneDNN +
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+ OpenVINO +
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+ SNPE +
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+ TensorRT +
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+ ACL (Preview) +
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+ ArmNN (Preview) +
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+ Azure (Preview) +
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+ CANN (Preview) +
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+ MIGraphX (Preview) +
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+ ROCm (Preview) +
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+ Rockchip NPU (Preview) +
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+ TVM (Preview) +
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+ Vitis AI (Preview) +
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+ XNNPACK (Preview) +
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Installation Instructions

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+ Please select a combination of resources
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ONNX Runtime YouTube Videos

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ONNX RUNTIME VIDEOS

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