AI Inference Acceleration
- Lowest Latency AI Inference
- Accelerate your whole application
- Match the Speed of Innovation
Xilinx Data Center AI Platform
For low-latency AI Inference, Xilinx delivers the highest throughput at the lowest latency. In standard benchmark tests on GoogleNet V1, The Xilinx Alveo U250 platform delivers more than 4x the throughput of the fastest existing GPU for real-time inference. Learn more in the whitepaper: Accelerating DNNs with Xilinx Alveo Accelerator Cards
Xilinx Edge AI Platform
AI Inference performance leadership with CNN pruning technology.
- 5X to 50X network performance optimization
- Increase FPS and reduces power
Optimization/Acceleration Compiler Tools
- Supports networks from Tensorflow, Caffe, and MXNet
- Compiles networks to optimized Xilinx Edge runtime
Lowest Latency AI Inference
High Throughput OR Low Latency
Achieves throughput using high-batch size. Must wait for all inputs to be ready before processing, resulting in high latency.
High Throughput AND Low Latency
Achieves throughput using low-batch size. Processes each input as soon as it’s ready, resulting in low latency.
Whole App Acceleration
Optimized hardware acceleration of both AI inference and other performance-critical functions by tightly coupling custom accelerators into a dynamic architecture silicon device.
This delivers end-to-end application performance that is significantly greater than a fixed-architecture AI accelerator like a GPU; because with a GPU, the other performance-critical functions of the application must still run in software, without the performance or efficiency of custom hardware acceleration.
Match the Speed of AI Innovation
AI Models Are Rapidly Evolving
Adaptable silicon allows Domain-Specific Architectures (DSAs) to be updated,
optimizing the latest AI models without needing new silicon
Fixed silicon devices are not optimized for the latest models due to long development cycles
AI Videos and Blog
Documentation
Resources
XDF Content
Industry and Academia
More Resources
Edge Developers
The Xilinx Edge AI Platform is available on Xilinx Zynq SoC and MPSoC Edge cards.
Learn MoreData Center Developers
The Xilinx Data Center AI Platform is available on a variety of Platforms including Xilinx Alveo accelerator cards and the Amazon AWS F1 FPGA instance.
Learn MoreXilinx University Program
Enabling the use of Xilinx technologies for academic teaching and research
Learn More