yonghuazhang-buaa Goto Github PK

accelerate

🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

admm-nn

admm-pruning

Prune DNN using Alternating Direction Method of Multipliers (ADMM)

ai-job-notes

AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

algorithm

My LeetCode Solutions with Explanation and Time Complexity Analysis

ant-quantization

LLM推理-OliVe

artificial-intelligence

Awesome Artificial Intelligence Projects

autoslim

A pytorch toolkit for structured neural network pruning automatically

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-deep-neural-network-compression

Summary, Code for Deep Neural Network Quantization

awesome-emdl

Embedded and mobile deep learning research resources

awesome-llm-compression

Awesome LLM compression research papers and tools.

awesome-model-compression

Collecting some papers about NN model compression

awesome-model-compression-and-acceleration

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-neural-logic

Awesome Neural Logic and Causality: MLN, NLRL, NLM, etc. 因果推断，神经逻辑，强人工智能逻辑推理前沿领域。

awesome-pruning

A curated list of neural network pruning resources.

awesome-pruning-acceleration

Incredible acceleration with pruning or the other compression techniques

bitsandbytes

LLM：8-bit CUDA functions for PyTorch

bolt

10x faster matrix and vector operations.

book-pumpkin

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

caffe

Caffe: a Fast framework for neural networks. For the most recent version, check out branch dev. For a more stable version, check out branch master.

clash

A rule-based tunnel in Go.

convnet-benchmarks

Easy benchmarking of all publicly accessible implementations of convnets

copytranslator

Foreign language reading and translation assistant based on copy and translate.

cuda_hgemm

Several optimization methods of half-precision general matrix multiplication (HGEMM) using tensor core with WMMA API and MMA PTX instruction.

darkflow

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

data-parallel-cpp

Source code for 'Data Parallel C++: Mastering DPC++ for Programming of Heterogeneous Systems using C++ and SYCL' by James Reinders, Ben Ashbaugh, James Brodman, Michael Kinsner, John Pennycook, Xinmin Tian (Apress, 2020).

deep-compression-alexnet

Deep Compression on AlexNet

deep-learning-interview-book

深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）