VainF / Torch-PruningLinks
[CVPR 2023] DepGraph: Towards Any Structural Pruning; LLMs, Vision Foundation Models, etc.
☆3,175Updated 2 months ago
Alternatives and similar repositories for Torch-Pruning
Users that are interested in Torch-Pruning are comparing it to the libraries listed below
Sorting:
- A curated list of neural network pruning resources.☆2,481Updated last year
- OpenMMLab Model Compression Toolbox and Benchmark.☆1,640Updated last year
- Efficient computing methods developed by Huawei Noah's Ark Lab☆1,300Updated last year
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,568Updated 2 weeks ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,432Updated 2 years ago
- Flops counter for neural networks in pytorch framework☆2,952Updated 2 months ago
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,392Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,727Updated 3 years 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…☆2,263Updated 8 months ago
- This is a collection of our NAS and Vision Transformer work.☆1,807Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆5,054Updated last year
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,766Updated last year
- Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.☆4,326Updated 7 months ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,937Updated last year
- ☆822Updated 2 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆876Updated 2 years ago
- The implementation of various lightweight networks by using PyTorch. such as:MobileNetV2,MobileNeXt,GhostNet,ParNet,MobileViT、AdderNet,Sh…☆899Updated 3 years ago
- Code release for ConvNeXt V2 model☆1,873Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,194Updated 2 months ago
- OpenMMLab Model Deployment Framework☆3,058Updated last year
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,572Updated 8 months ago
- Simplify your onnx model☆4,222Updated 2 months ago
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]☆1,086Updated 2 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,263Updated 6 months ago
- detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.☆2,242Updated 2 months ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,635Updated 2 years ago
- This is a collection of our zero-cost NAS and efficient vision applications.☆441Updated 2 years ago
- OpenMMLab Pre-training Toolbox and Benchmark☆3,764Updated last year
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,970Updated 2 years ago
- Model Quantization Benchmark☆847Updated 6 months ago