Peng Chen's repositories
pytorch-utils
Common utils for pytorch projects
blueardour.github.io
A jekyll theme, simple and clear, compatible with PC iPad and Phone (RWD)
qlora
QLoRA: Efficient Finetuning of Quantized LLMs
SparseInst
SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation, CVPR 2022
mdistiller
A Knowledge Distillation Toolbox. The official implementation of https://arxiv.org/abs/2203.08679
Nonuniform-to-Uniform-Quantization
Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation. In CVPR 2022.
gpgpu-sim_distribution
GPGPU-Sim provides a detailed simulation model of contemporary NVIDIA GPUs running CUDA and/or OpenCL workloads. It includes support for features such as TensorCores and CUDA Dynamic Parallelism as well as a performance visualization tool, AerialVisoin, and an integrated energy model, GPUWattch.
RobustQuantization
source code of the paper: Robust Quantization: One Model to Rule Them All
nanodet
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
mujoco
Multi-Joint dynamics with Contact. A general purpose physics simulator.
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
CoLAD
Official Implementation of the WACV 2022 paper: Improve Object Detection with Label Assignment Distillation.
BRECQ
Pytorch implementation of BRECQ, ICLR 2021
OneNet
What Makes for End-to-End Object Detection, ICML2021
deit
Official DeiT repository
CenterTrack
Simultaneous object detection and tracking using center points.
BasicSR
Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.
DiverseBranchBlock
Diverse Branch Block: Building a Convolution as an Inception-like Unit
onnx-simplifier
Simplify your onnx model
HAWQ
Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.
LD
Localization Distillation for Object Detection
NeMo
NeMo: a toolkit for conversational AI
ORB_SLAM2
Real-Time SLAM for Monocular, Stereo and RGB-D Cameras, with Loop Detection and Relocalization Capabilities
PyPagekite
Python implementation of the PageKite remote front-end protocols.