Fast Machine Learning Lab

Machine learning on FPGAs using HLS

Tutorial notebooks for hls4ml

Build Triton inference server container for CMS

Neural Architecture Codesign: A Model Optimization Toolkit for Physics

Code for plots, models, data generation and other utilities relating to the paper "wa-hls4ml: A Benchmark and Surrogate Models for hls4ml Resource and Latency Estimation"

https://qkerasv3.readthedocs.io

QONNX: Arbitrary-Precision Quantized Neural Networks in ONNX