All Projects → DS-Net → Similar Projects or Alternatives

121 Open source projects that are alternatives of or similar to DS-Net

fasterai1
FasterAI: A repository for making smaller and faster models with the FastAI library.
Stars: ✭ 34 (-83.33%)
Mutual labels:  pruning
Auto-Compression
Automatic DNN compression tool with various model compression and neural architecture search techniques
Stars: ✭ 19 (-90.69%)
Mutual labels:  model-compression
Pocketflow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
Stars: ✭ 2,672 (+1209.8%)
Mutual labels:  model-compression
Jfasttext
Java interface for fastText
Stars: ✭ 193 (-5.39%)
Mutual labels:  model-compression
Yolov3v4 Modelcompression Multidatasettraining Multibackbone
YOLO ModelCompression MultidatasetTraining
Stars: ✭ 287 (+40.69%)
Mutual labels:  pruning
Pytorch Weights pruning
PyTorch Implementation of Weights Pruning
Stars: ✭ 158 (-22.55%)
Mutual labels:  model-compression
SIGIR2021 Conure
One Person, One Model, One World: Learning Continual User Representation without Forgetting
Stars: ✭ 23 (-88.73%)
Mutual labels:  pruning
Ld Net
Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
Stars: ✭ 148 (-27.45%)
Mutual labels:  model-compression
Model Compression And Acceleration Progress
Repository to track the progress in model compression and acceleration
Stars: ✭ 63 (-69.12%)
Mutual labels:  pruning
Collaborative Distillation
PyTorch code for our CVPR'20 paper "Collaborative Distillation for Ultra-Resolution Universal Style Transfer"
Stars: ✭ 138 (-32.35%)
Mutual labels:  model-compression
sparsify
Easy-to-use UI for automatically sparsifying neural networks and creating sparsification recipes for better inference performance and a smaller footprint
Stars: ✭ 138 (-32.35%)
Mutual labels:  pruning
agegenderLMTCNN
Jia-Hong Lee, Yi-Ming Chan, Ting-Yen Chen, and Chu-Song Chen, "Joint Estimation of Age and Gender from Unconstrained Face Images using Lightweight Multi-task CNN for Mobile Applications," IEEE International Conference on Multimedia Information Processing and Retrieval, MIPR 2018
Stars: ✭ 39 (-80.88%)
Mutual labels:  efficient-inference
pytorch-network-slimming
A package to make do Network Slimming a little easier
Stars: ✭ 40 (-80.39%)
Mutual labels:  pruning
dynetx
Dynamic Network Analysis library
Stars: ✭ 75 (-63.24%)
Mutual labels:  dynamic-networks
Awesome Model Compression
papers about model compression
Stars: ✭ 119 (-41.67%)
Mutual labels:  model-compression
RMNet
RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is large.
Stars: ✭ 129 (-36.76%)
Mutual labels:  pruning
Ntagger
reference pytorch code for named entity tagging
Stars: ✭ 58 (-71.57%)
Mutual labels:  pruning
Nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Stars: ✭ 10,698 (+5144.12%)
Mutual labels:  model-compression
nuxt-prune-html
🔌⚡ Nuxt module to prune html before sending it to the browser (it removes elements matching CSS selector(s)), useful for boosting performance showing a different HTML for bots/audits by removing all the scripts with dynamic rendering
Stars: ✭ 69 (-66.18%)
Mutual labels:  pruning
Aquvitae
The Easiest Knowledge Distillation Library for Lightweight Deep Learning
Stars: ✭ 71 (-65.2%)
Mutual labels:  model-compression
Hrank
Pytorch implementation of our CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map
Stars: ✭ 164 (-19.61%)
Mutual labels:  pruning
Awesome Knowledge Distillation
Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。
Stars: ✭ 1,031 (+405.39%)
Mutual labels:  model-compression
Deep-Compression.Pytorch
Unofficial Pytorch implementation of Deep Compression in CIFAR10
Stars: ✭ 29 (-85.78%)
Mutual labels:  pruning
CResMD
(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration
Stars: ✭ 92 (-54.9%)
Mutual labels:  dynamic-networks
Aimet
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
Stars: ✭ 453 (+122.06%)
Mutual labels:  pruning
Dynamic Model Pruning with Feedback
Implement of Dynamic Model Pruning with Feedback with pytorch
Stars: ✭ 25 (-87.75%)
Mutual labels:  pruning
compress-net-notes
No description or website provided.
Stars: ✭ 20 (-90.2%)
Mutual labels:  network-pruning
Bipointnet
This project is the official implementation of our accepted ICLR 2021 paper BiPointNet: Binary Neural Network for Point Clouds.
Stars: ✭ 27 (-86.76%)
Mutual labels:  model-compression
mmrazor
OpenMMLab Model Compression Toolbox and Benchmark.
Stars: ✭ 644 (+215.69%)
Mutual labels:  pruning
Skimcaffe
Caffe for Sparse Convolutional Neural Network
Stars: ✭ 230 (+12.75%)
Mutual labels:  pruning
Ghostnet.pytorch
[CVPR2020] GhostNet: More Features from Cheap Operations
Stars: ✭ 440 (+115.69%)
Mutual labels:  model-compression
Generalizing-Lottery-Tickets
This repository contains code to replicate the experiments given in NeurIPS 2019 paper "One ticket to win them all: generalizing lottery ticket initializations across datasets and optimizers"
Stars: ✭ 48 (-76.47%)
Mutual labels:  pruning
Data Efficient Model Compression
Data Efficient Model Compression
Stars: ✭ 380 (+86.27%)
Mutual labels:  model-compression
Ridurre Network Filter Pruning Keras
Keras model convolutional filter pruning package
Stars: ✭ 35 (-82.84%)
Mutual labels:  pruning
Model Compression Papers
Papers for deep neural network compression and acceleration
Stars: ✭ 296 (+45.1%)
Mutual labels:  model-compression
jetbrains-utility
Remove/Backup – settings & cli for macOS (OS X) – DataGrip, AppCode, CLion, Gogland, IntelliJ, PhpStorm, PyCharm, Rider, RubyMine, WebStorm
Stars: ✭ 62 (-69.61%)
Mutual labels:  pruning
DLCV2018SPRING
Deep Learning for Computer Vision (CommE 5052) in NTU
Stars: ✭ 38 (-81.37%)
Mutual labels:  model-compression
Model compression
PyTorch Model Compression
Stars: ✭ 150 (-26.47%)
Mutual labels:  pruning
Yolov5-distillation-train-inference
Yolov5 distillation training | Yolov5知识蒸馏训练,支持训练自己的数据
Stars: ✭ 84 (-58.82%)
Mutual labels:  model-compression
Pruning filters for efficient convnets
PyTorch implementation of "Pruning Filters For Efficient ConvNets"
Stars: ✭ 96 (-52.94%)
Mutual labels:  pruning
Pytorch Pruning
PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference
Stars: ✭ 740 (+262.75%)
Mutual labels:  pruning
Structured-Bayesian-Pruning-pytorch
pytorch implementation of Structured Bayesian Pruning
Stars: ✭ 18 (-91.18%)
Mutual labels:  model-compression
FisherPruning
Group Fisher Pruning for Practical Network Compression(ICML2021)
Stars: ✭ 127 (-37.75%)
Mutual labels:  pruning
CAE-ADMM
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders
Stars: ✭ 34 (-83.33%)
Mutual labels:  network-pruning
Distiller
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Stars: ✭ 3,760 (+1743.14%)
Mutual labels:  pruning
torchprune
A research library for pytorch-based neural network pruning, compression, and more.
Stars: ✭ 133 (-34.8%)
Mutual labels:  pruning
SMSR
[CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference
Stars: ✭ 205 (+0.49%)
Mutual labels:  efficient-inference
neural-compressor
Intel® Neural Compressor (formerly known as Intel® Low Precision Optimization Tool), targeting to provide unified APIs for network compression technologies, such as low precision quantization, sparsity, pruning, knowledge distillation, across different deep learning frameworks to pursue optimal inference performance.
Stars: ✭ 666 (+226.47%)
Mutual labels:  pruning
NeuralMerger
Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee, Chih-Yi Chiu, Chu-Song Chen, "Unifying and Merging Well-trained Deep Neural Networks for Inference Stage," International Joint Conference on Artificial Intelligence (IJCAI), 2018
Stars: ✭ 20 (-90.2%)
Mutual labels:  efficient-inference
Awesome Emdl
Embedded and mobile deep learning research resources
Stars: ✭ 554 (+171.57%)
Mutual labels:  pruning
DIN-Group-Activity-Recognition-Benchmark
A new codebase for Group Activity Recognition. It contains codes for ICCV 2021 paper: Spatio-Temporal Dynamic Inference Network for Group Activity Recognition and some other methods.
Stars: ✭ 26 (-87.25%)
Mutual labels:  dynamic-networks
batchnorm prune
Tensorflow codes for "Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers"
Stars: ✭ 30 (-85.29%)
Mutual labels:  network-pruning
Cen
[NeurIPS 2020] Code release for paper "Deep Multimodal Fusion by Channel Exchanging" (In PyTorch)
Stars: ✭ 112 (-45.1%)
Mutual labels:  pruning
sparsezoo
Neural network model repository for highly sparse and sparse-quantized models with matching sparsification recipes
Stars: ✭ 264 (+29.41%)
Mutual labels:  pruning
Selecsls Pytorch
Reference ImageNet implementation of SelecSLS CNN architecture proposed in the SIGGRAPH 2020 paper "XNect: Real-time Multi-Person 3D Motion Capture with a Single RGB Camera". The repository also includes code for pruning the model based on implicit sparsity emerging from adaptive gradient descent methods, as detailed in the CVPR 2019 paper "On implicit filter level sparsity in Convolutional Neural Networks".
Stars: ✭ 251 (+23.04%)
Mutual labels:  pruning
GAN-LTH
[ICLR 2021] "GANs Can Play Lottery Too" by Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen
Stars: ✭ 24 (-88.24%)
Mutual labels:  pruning
Mobile Yolov5 Pruning Distillation
mobilev2-yolov5s剪枝、蒸馏,支持ncnn,tensorRT部署。ultra-light but better performence!
Stars: ✭ 192 (-5.88%)
Mutual labels:  pruning
Filter Grafting
Filter Grafting for Deep Neural Networks(CVPR 2020)
Stars: ✭ 110 (-46.08%)
Mutual labels:  pruning
Keras Surgeon
Pruning and other network surgery for trained Keras models.
Stars: ✭ 339 (+66.18%)
Mutual labels:  pruning
deep-compression
Learning both Weights and Connections for Efficient Neural Networks https://arxiv.org/abs/1506.02626
Stars: ✭ 156 (-23.53%)
Mutual labels:  pruning
61-120 of 121 similar projects