qinjian623/pytorch_toys

LSQ+ or LSQplus

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

Neural network quantization for research and prototyping

Research publication code for "Least Squares Binary Quantization of Neural Networks"

PyTorch tutorials.

A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods presented at TPAMI, CVPR, ICLR, ECCV, NeurIPS, ICCV, AAAI, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.

Vector (and Scalar) Quantization, in Pytorch

This repository contains an exhaustive coverage of a hands on approach to PyTorch along side powerful tools to accelerate model tuning and training

🔥 LeetCode for PyTorch — practice implementing softmax, attention, GPT-2 and more from scratch with instant auto-grading. Jupyter-based, self-hosted or try online.