mengjian0502 Goto Github PK

ast

Get more at once: Alternating Sparse Training with Gradient Correction

awesome-pruning

A curated list of neural network pruning resources.

basnn_pytorch

A Pytorch implementation of BASNN (Yin, BioCAS, 2017)

binarynet.pytorch

Binarized Neural Network (BNN) for pytorch

bnfusiontrain

Training DNN model with BatchNorm Fusion.

cifar10-fast

cnntrain_scratch

Implementation of CNN from scratch with Pytorch Basic functions

dabs-nmae

A Domain-Agnostic Benchmark for Self-Supervised Learning with Lightweight model

dnn_floattrain_scratch

Low precision floating point training from scratch (Draft version)

eee511_team03_finalproject

Final project of EEE 511 Final project (Spring 2020)

eee511_team3_assignment

EEE 511 (Spring 2020) - Group assignment

eee598_finalproj

EEE598 Spring 2021 Final Project: Software model

eee598hw1_mnist

Homework01: MNIST classification challenge with MLP and CNN

grouplasso_quant

Combination of group lasso and quantization

hwefficienttraining

Exploration of hardware efficient efficient training algorithms

mengjian0502.github.io

Jian Meng's personal web page

mipnerf_pl_n2m2

Unofficial pytorch-lightning implement of Mip-NeRF

nchw-tutorial

Tutorial for NCHW

nn-imc

Hardware performance for DNN model IMC operation

nonlinearadctrain

pstonfpga_demo

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

pytorch-sr

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

resnet_quantization_pruning

ResNet quantization & pruning based on (Yang, AAAI2020)

sacl-xd

Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training

solo-learn-sparse

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

sparse-mae

Sparse MAE training with N:M sparsity.

spikingsummary

srresnet-poca

pytorch implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network arXiv:1609.04802

ssd_pytorch_from_caffe

My conversion of SSD model from Caffe to Pytorch