My best practice of training large dataset using PyTorch.
☆1,104May 9, 2024Updated last year
Alternatives and similar repositories for Efficient-PyTorch
Users that are interested in Efficient-PyTorch are comparing it to the libraries listed below
Sorting:
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆884Jul 4, 2020Updated 5 years ago
- Some tricks of pytorch...☆1,195Jun 20, 2024Updated last year
- Count the MACs / FLOPs of your PyTorch model.☆5,082Jul 8, 2024Updated last year
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,634Feb 19, 2026Updated last week
- Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174☆602Dec 27, 2019Updated 6 years ago
- A CV toolkit for my papers.☆2,049Dec 21, 2024Updated last year
- Codebase for Image Classification Research, written in PyTorch.☆2,168Mar 20, 2024Updated last year
- ResNeSt: Split-Attention Networks☆3,267Dec 9, 2022Updated 3 years ago
- A PyTorch implementation of EfficientNet☆8,221Apr 8, 2022Updated 3 years ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,926Updated this week
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆683Feb 21, 2020Updated 6 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,584Apr 24, 2022Updated 3 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆928Mar 9, 2023Updated 2 years ago
- Model summary in PyTorch similar to `model.summary()` in Keras☆4,064Mar 2, 2024Updated last year
- Synchronized Batch Normalization implementation in PyTorch.☆1,503Apr 8, 2021Updated 4 years ago
- ☆1,510Aug 27, 2020Updated 5 years ago
- Pytorch implementation of newly added convolution☆584Oct 26, 2019Updated 6 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,612Jun 16, 2021Updated 4 years ago
- An end-to-end PyTorch framework for image and video classification☆1,613Jun 27, 2024Updated last year
- a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results☆871Dec 8, 2020Updated 5 years ago
- The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights --…☆36,397Updated this week
- Standalone TFRecord reader/writer with PyTorch data loaders☆900May 15, 2025Updated 9 months ago
- The pytorch re-implement of the official efficientdet with SOTA performance in real time and pretrained weights.☆5,265Oct 24, 2021Updated 4 years ago
- RepVGG: Making VGG-style ConvNets Great Again☆3,458Feb 10, 2023Updated 3 years ago
- Mobile vision models and code☆917Feb 11, 2026Updated 2 weeks ago
- Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.☆9,114Apr 22, 2022Updated 3 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,940Dec 14, 2023Updated 2 years ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆743Mar 5, 2019Updated 6 years ago
- A quickstart and benchmark for pytorch distributed training.☆1,663Jul 25, 2024Updated last year
- GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond☆1,219Feb 16, 2021Updated 5 years ago
- A plug-in replacement for DataLoader to load Imagenet disk-sequentially in PyTorch.☆239Aug 18, 2021Updated 4 years ago
- PyTorch layer-by-layer model profiler☆607May 23, 2021Updated 4 years ago
- Debug PyTorch code using PySnooper☆800Apr 28, 2021Updated 4 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Dec 14, 2020Updated 5 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated last year
- In-Place Activated BatchNorm for Memory-Optimized Training of DNNs☆1,335Jul 8, 2025Updated 7 months ago
- PyTorch implementation of Contrastive Learning methods☆1,996Oct 4, 2023Updated 2 years ago
- Deep Learning Experiment Management☆641Dec 11, 2025Updated 2 months ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,224Jan 12, 2026Updated last month