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PERFORMANCE_SNAPSHOT.md

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CHaiDNN-v2

Analysis and Eval
Supported Layers Performance/Resource Utilization
Performance Eval
Design and Development
API Reference Quantization User Guide for CHaiDNN Model Zoo Running Inference on new Network
Creating SDx GUI Project Configurable Parameters Custom Platform Generation Software Layer Plugin
SDSoC Environment User Guide Hardware-Software Partitioning for Performance

Performance Snapshot

The following table lists the accuracy of networks quantized for inference at different bit-widths.



  • Caffe with Xilinx Quantization refers to simulation of Xilinx quantizer using Caffe framework.
  • CHaiDNN with Xilinx Quantization refers to inference of Xilinx quantized network using CHaiDNN accelerator.

The following table lists the performance numbers on ZU9.



The following table lists the performance numbers on ZU7.



The following table lists the performance numbers for DietChai and DietChai Plus.



* Only accelerator resource utilization numbers are included.


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