hahnyuan

nn_tools

Neural Network Tools: Converter and Analyzer. For caffe, pytorch, draknet and so on.

LLM-Viewer

Analyze the inference of Large Language Models (LLMs). Analyze aspects like computation, storage, transmission, and hardware roofline model in a user-friendly interface.

RPTQ4LLM

Reorder-based post-training quantization for large language model

PTQ4ViT

Post-Training Quantization for Vision transformers.

PB-LLM

PB-LLM: Partially Binarized Large Language Models

ASVD4LLM

Activation-aware Singular Value Decomposition for Compressing Large Language Models

darknet-visualizer

A visualizer of darknet nerual network's network

TorchQuantExtension

Pytorch extension for quantization with high-efficient CUDA kernels

pytorch-layerwise-OpCounter

Layer-wise Count the MACs and parameters of PyTorch model.

shadowsocks_autoset

Automatically set the free SS account from a website for windows shadowsocks client.

MiscTritonCuda

MiscTritonCuda is a feature-rich library designed to provide miscellaneous operators and helper functions related to Triton and CUDA acceleration.

MTCNN_API

Convenient API of MTCNN face or face landmark detection

PIMAnalyzer

Tool for analyzing the details of crossbar for different applications on PIM

WechatBot

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

darknet

Convolutional Neural Networks

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

gitignore

A collection of useful .gitignore templates

hahnyuan.github.io

github pages

insightface

Face Recognition Project on MXNet

mobileNet-v2_cifar10

a pytorch implement of mobileNet v2 on cifar10

models

Models and examples built with TensorFlow

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pytorch-cifar

95.16% on CIFAR10 with PyTorch

pytorch-cifar-models

3.41% and 17.11% error on CIFAR-10 and CIFAR-100

pytorch-mobilenet

PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"

pytorch_resnet_cifar10

Proper implementation of ResNet-s for CIFAR10/100 in pytorch that matches description of the original paper.

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch)

SINet

tutorials