Adaptive Machine
Learning
Acceleration
90x Higher Performance
than CPUs*
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
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Enabling the use of Xilinx technologies for academic teaching and research
Learn More*measured inception V1 against c4.large instances on AWS EC2