Python Productivity for ZYNQ

Dataflow compiler for QNN inference on FPGAs

Vitis HLS Library for FINN

Open Source Compiler Framework using ONNX as Frontend and IR

Dataflow QNN inference accelerator examples on FPGAs

Brevitas: neural network quantization in PyTorch

Open standard for machine learning interoperability

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

Machine learning on FPGAs using HLS

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX