maltanar

fpga-tidbits

Chisel components for FPGA projects

qnn-inference-examples

Jupyter notebook examples on image classification with quantized neural networks

rosetta

Rapidly deploy Chisel and Vivado HLS accelerators on Xilinx PYNQ

gemmbitserial

Fast matrix multiplication for few-bit integer matrices on CPUs.

systemc-chisel-tools

A collection of tools for working with Chisel-generated hardware in SystemC

brevitas_cnv_lfc

pyverilator

Python wrapper for verilator model

awesome-opensource-hardware

List of awesome open source hardware projects

dataset_loading

Repo to use python threading to load in commonly used image datasets such as CIFAR, ImageNet and PASCAL. It allows you to do preprocessing on the CPU before putting images in a queue to speed up GPU processing.

Deep-Expander-Networks

Implementation of our ECCV '18 paper " Deep Expander Networks: Efficient Deep Networks from Graph Theory".

finn-examples

Dataflow QNN inference accelerator examples on FPGAs

oh-my-xilinx

onnx

Open Neural Network Exchange

PYNQ-HelloWorld

This repository contains a "Hello World" introduction application to the Xilinx PYNQ framework.

qonnx

verilog-axi

Verilog AXI components for FPGA implementation

XRT

Xilinx Run Time for FPGA

brevitas

Brevitas: quantization-aware training in Pytorch

BTHOWeN

Code to accompany "Weightless Neural Networks for Efficient Edge Inference", PACT 2022

finn-examples-test

finn-hlslib

Vivado HLS library for FINN

hello-world-github-acts

logicnets-1

mlcontests.github.io

A list of public machine learning/data science/AI contests.

models

Models and examples built with TensorFlow

PYNQ

Python Productivity for ZYNQ

resnet-cifar10-caffe

ResNet-20/32/44/56/110 on CIFAR-10 with Caffe

sdaccel_xclhal_rtl

Examples for using the SDAccel XCL HAL library for interfacing RTL kernels

tiny

MLPerf™ Tiny is an ML benchmark suite for extremely low-power systems such as microcontrollers

Vitis-Tutorials

Vitis In-Depth Tutorials