Hands-on Tutorial on Automated Deep Learning

AMD University Program HLS tutorial

SRDS 2020: End-to-End Evaluation of Federated Learning and Split Learning for Internet of Things

[CVPR 2024] PTQ4SAM: Post-Training Quantization for Segment Anything

Introductory examples for using PYNQ with Alveo

A collection of tutorials for the fpgaConvNet framework.

A course based on FINN with hands on Lectures, Examples and Labs to go from 0 to a full custom Quantized Neural Network running on your very own FPGA !

HW-PR-NAS is a single surrogate model trained to Pareto rank the architectures based on Accuracy, Latency and energy consumption

Hierarchical Inference for Power Lines Inspection