Implementation of model compression with knowledge distilling method.
Papers for deep neural network compression and acceleration
OpenMMLab Model Compression Toolbox and Benchmark.
翻译 - OpenMMLab 模型压缩工具箱和基准。
YOLO ModelCompression MultidatasetTraining
Awesome machine learning model compression research papers, quantization, tools, and learning material.
a list of awesome papers on deep model ompression and acceleration
Deep Face Model Compression
针对pytorch模型的自动化模型结构分析和修改工具集，包含自动分析模型结构的模型压缩算法库
Tool to compress trained caffe weights
PyTorch Model Compression
翻译 - PyTorch模型压缩
papers about model compression
Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
Geometry based point cloud compression (G-PCC) test model
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
翻译 - 自动模型压缩（AutoMC）框架，用于开发更小，更快的AI应用程序。
pytorch implementation for Patient Knowledge Distillation for BERT Model Compression
Video codec based point cloud compression (V-PCC) test model
PaddleSlim is an open-source library for deep model compression and architecture search.
翻译 - PaddleSlim是一个用于深度模型压缩和体系结构搜索的开源库。
模型压缩demo（剪枝、量化、知识蒸馏）
Code release for "Adversarial Robustness vs Model Compression, or Both?"
Model Compression—YOLOv3 with multi lightweight backbones(ShuffleNetV2 HuaWei GhostNet), attention, prune and quantization
Olive: Simplify ML Model Finetuning, Conversion, Quantization, and Optimization for CPUs, GPUs and NPUs.
Brotli compression format
翻译 - Brotli压缩格式