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.