SunshineZhang's repositories
Awesome-Deep-Neural-Network-Compression
Summary, Code for Deep Neural Network Quantization
awesome-model-quantization
A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are continuously improving the project. Welcome to PR the works (papers, repositories) that are missed by the repo.
awesome-pruning-acceleration
Incredible acceleration with pruning or the other compression techniques
hls4ml
Machine learning on FPGAs using HLS
hls4ml-tutorial
Tutorial notebooks for hls4ml
iree
👻
LaMini-LM
LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions
LxRunOffline
A full-featured utility for managing Windows Subsystem for Linux (WSL)
mnist-nnet-hls-zynq7020-fpga
to illustrate how to removal a Neural Network from pc to FPGA board ,it contain all the code include c code worked in pc,HLS prj accelerate code in FPGA,and implacement in block design and with SDK app......
nn_pruning
LLM Prune：
pp4fpgas-cn-hls
HLS Project of pp4fpgas - https://github.com/xupsh/pp4fpgas-cn
Pytorch-Auto-Slim-Tools
pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩
pytorch-cifar
95.47% on CIFAR10 with PyTorch
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Robustness-Aware-Pruning-ADMM
Code release for "Adversarial Robustness vs Model Compression, or Both?"
SetupVPN
setupvpn for chrome
Sparse-storage-formats
The codes of sparse storage formats for Vitis HLS
tensorflow-windows-wheel
Tensorflow prebuilt binary for Windows
TH-CPL
清华大学计算机学科推荐学术会议和期刊列表
tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
tvm_mlir_learn
tvm learn
ubuntu-wsl2-systemd-script
[Does not work anymore!] Script to enable systemd support on current Ubuntu WSL2 images
Ubuntu_deploy
最豪华Ubuntu14.04+ 开发办公环境一键部署方案