Lyken17 / Efficient-PyTorchLinks
My best practice of training large dataset using PyTorch.
☆1,107Updated 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☆885Updated 5 years ago
- Gradually-Warmup Learning Rate Scheduler for PyTorch☆993Updated last year
- Model analyzer in PyTorch☆1,500Updated 2 years ago
- Synchronized Batch Normalization implementation in PyTorch.☆1,501Updated 4 years ago
- Deep Learning Experiment Management☆641Updated 2 years ago
- Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174☆605Updated 5 years ago
- Codebase for Image Classification Research, written in PyTorch.☆2,165Updated last year
- Debug PyTorch code using PySnooper☆802Updated 4 years ago
- pytorch memory track code☆1,017Updated 4 years ago
- Some tricks of pytorch...☆1,195Updated last year
- Standalone TFRecord reader/writer with PyTorch data loaders☆899Updated 6 months ago
- mixup: Beyond Empirical Risk Minimization☆1,194Updated 4 years ago
- A quickstart and benchmark for pytorch distributed training.☆1,665Updated last year
- Code snippets created for the PyTorch discussion board☆570Updated 4 years ago
- Flops counter for neural networks in pytorch framework☆2,955Updated 3 months ago
- pip install antialiased-cnns to improve stability and accuracy☆1,678Updated last year
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆739Updated 6 years ago
- A New Optimization Technique for Deep Neural Networks☆541Updated 3 years ago
- Collection of common code that's shared among different research projects in FAIR computer vision team.☆2,198Updated 3 months ago
- Unofficial implementation of the ImageNet, CIFAR 10 and SVHN Augmentation Policies learned by AutoAugment using pillow☆1,493Updated 2 years ago
- 🛠 Toolbox to extend PyTorch functionalities☆419Updated last year
- Stochastic Weight Averaging in PyTorch☆977Updated 4 years ago
- A CV toolkit for my papers.☆2,048Updated 11 months ago
- A PyTorch Implementation of Focal Loss.☆989Updated 6 years ago
- A lightweight library for PyTorch training tools and utilities☆1,717Updated last month
- Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute☆1,530Updated 5 years ago
- [arXiv 2019] "Contrastive Multiview Coding", also contains implementations for MoCo and InstDis☆1,334Updated 5 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,609Updated 4 years ago
- YACS -- Yet Another Configuration System☆1,326Updated 3 years ago
- PyTorch implementation of Contrastive Learning methods☆1,995Updated 2 years ago