Features - 3.5 English

Vitis AI User Guide (UG1414)

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3.5 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 ready to deploy on AMD devices.
  • Provides a powerful quantizer that supports model quantization, calibration, and fine-tuning. For advanced users, AMD offers an optional AI optimizer that can prune a model by up to 90% with a tolerable accuracy loss.
  • Provides layer-by-layer analysis to help with bottlenecks.
  • Offers unified high-level C++ and Python APIs for maximum portability from Edge to data center.
  • Customizes efficient and scalable IP cores to meet your needs for many applications from a throughput, latency, and power perspective.
  • Customizes efficient and scalable IP cores to cater to your diverse application requirements and optimizes performance across key metrics such as throughput, latency, and power consumption.