Features - 1.1 English

Vitis AI User Guide (UG1414)

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1.1 English

Vitis AI includes the following features:

  • Supports mainstream frameworks and the latest models capable of diverse deep learning tasks.
  • Provides a comprehensive set of pre-optimized models that are ready to deploy on Xilinx® devices.
  • Provides a powerful quantizer that supports model quantization, calibration, and fine tuning. For advanced users, Xilinx also offers an optional AI optimizer that can prune a model by up to 90%.
  • The AI profiler provides layer by layer analysis to help with bottlenecks.
  • The AI library offers unified high-level C++ and Python APIs for maximum portability from edge to cloud.
  • Customizes efficient and scalable IP cores to meet your needs for many different applications from a throughput, latency, and power perspective.