Lyken17 / pytorch-OpCounter
Count the MACs / FLOPs of your PyTorch model.
☆4,888Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for pytorch-OpCounter
- Flops counter for convolutional networks in pytorch framework☆2,822Updated last month
- Model analyzer in PyTorch☆1,468Updated last year
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,020Updated 8 months ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,333Updated last year
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,029Updated last month
- Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.☆4,056Updated 4 months ago
- Codebase for Image Classification Research, written in PyTorch.☆2,139Updated 8 months ago
- A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility☆1,864Updated last year
- [ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods☆2,197Updated last year
- PyTorch implementation of SENet☆2,285Updated 3 years ago
- label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful☆2,183Updated last month
- A CV toolkit for my papers.☆2,041Updated 5 months ago
- ResNeSt: Split-Attention Networks☆3,238Updated last year
- A PyTorch implementation of EfficientNet☆7,926Updated 2 years ago
- Pytorch implementation of various Knowledge Distillation (KD) methods.☆1,614Updated 2 years ago
- Awesome Knowledge Distillation☆3,479Updated last month
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,415Updated 2 weeks ago
- Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,…☆4,294Updated 4 months ago
- The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.☆6,014Updated 2 weeks ago
- Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。☆2,497Updated last year
- View model summaries in PyTorch!☆2,603Updated this week
- Synchronized Batch Normalization implementation in PyTorch.☆1,501Updated 3 years ago
- Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"☆2,062Updated last year
- A quickstart and benchmark for pytorch distributed training.☆1,640Updated 3 months ago
- Deformable Convolutional Networks☆4,050Updated 3 years ago
- Classification with PyTorch.☆1,693Updated 5 months ago
- OpenMMLab Computer Vision Foundation☆5,907Updated this week
- Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…☆4,351Updated last year
- Code release for ConvNeXt model☆5,774Updated last year
- PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722☆4,799Updated last month