666DZY666 / micronet
micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、reg…
☆2,219Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for micronet
- Network Slimming (Pytorch) (ICCV 2017)☆910Updated 4 years ago
- A simple network quantization demo using pytorch from scratch.☆511Updated last year
- A curated list of neural network pruning resources.☆2,361Updated 7 months ago
- Model Quantization Benchmark☆765Updated 5 months ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,510Updated 4 years ago
- Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"☆954Updated 2 years ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,558Updated 7 months ago
- ☆662Updated 3 years ago
- ☆1,479Updated 4 years ago
- yolov3 yolov4 channel and layer pruning, Knowledge Distillation 层剪枝,通道剪枝,知识蒸馏☆1,502Updated 4 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆565Updated 5 years ago
- 在 oxford hand 数据集上对 YOLOv3 做模型剪枝(network slimming)☆1,670Updated 2 years ago
- Model analyzer in PyTorch☆1,468Updated last year
- B站Efficient-Neural-Network学习分享的配套代码☆296Updated 2 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆930Updated 2 months ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,614Updated 2 years ago
- mobilenetv3 with pytorch,provide pre-train model☆1,651Updated last year
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆560Updated 5 years ago
- Flops counter for convolutional networks in pytorch framework☆2,822Updated last month
- RepVGG: Making VGG-style ConvNets Great Again☆3,333Updated last year
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,497Updated last year
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,479Updated 5 months ago
- Count the MACs / FLOPs of your PyTorch model.☆4,888Updated 4 months ago
- Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…☆4,351Updated last year
- [CVPR 2023] DepGraph: Towards Any Structural Pruning☆2,724Updated this week
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆430Updated 11 months ago
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,203Updated 2 weeks ago
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆1,886Updated 2 weeks ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆911Updated last year
- The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,Sh…☆829Updated 2 years ago