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Adaptive Machine
Learning
Acceleration

90x Higher Performance
than CPUs*

Webinar on Xilinx FPGA
Accelerated Inference

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Get started with Xilinx
Machine Learning on AWS

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Access Xilinx Github
Machine Learning Suite

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Xilinx ML Suite

The Xilinx ML Suite enables developers to optimize and deploy accelerated ML inference.  It provides support for many common machine learning frameworks such as Caffe, MxNet and Tensorflow as well as Python and RESTful APIs. Suite components:

  • xfDNN compiler/optimizer – auto-layer fusing, memory optimization, and framework integration
  • xfDNN quantizer – improves performance with auto model-precision INT8 calibration
  • Platforms – deployable on-premise or through cloud services
  • Deployable on-premise or through cloud services: Amazon, Nimbix, Huawei, Alibaba Cloud, Baidu, Tencent

Resources


reVISION Knowledge Center

Documentation, Resources, Papers, Tutorials for Edge Inference

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Acceleration Knowledge Center

Documentation, Resources, Papers, Tutorials for Cloud Inference

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Xilinx University Program

Enabling the use of Xilinx technologies for academic teaching and research

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*measured inception V1 against c4.large instances on AWS EC2

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