Lance0218 / Pytorch-DistributedDataParallel-Training-TricksLinks
A guide that integrates Pytorch DistributedDataParallel, Apex, warmup, learning rate scheduler, also mentions the set-up of early-stopping and random seed.
☆64Updated 3 years ago
Alternatives and similar repositories for Pytorch-DistributedDataParallel-Training-Tricks
Users that are interested in Pytorch-DistributedDataParallel-Training-Tricks are comparing it to the libraries listed below
Sorting:
- This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application☆84Updated 3 years ago
- Batch Renormalization in Pytorch☆45Updated 2 years ago
- Warmup learning rate wrapper for Pytorch Scheduler☆41Updated 5 years ago
- Implementation of Online Label Smoothing in PyTorch☆94Updated 2 years ago
- Implementations of Recent Papers in Computer Vision☆38Updated 2 years ago
- Pytorch implementation of CVPR2021 paper: SuperMix: Supervising the Mixing Data Augmentation☆92Updated 3 years ago
- PyTorch implementation of EMAN for self-supervised and semi-supervised learning: https://arxiv.org/abs/2101.08482☆103Updated 3 years ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆124Updated 5 years ago
- official pytorch implementation of Rethining Self-supervised Learning: Small is Beautiful.☆42Updated 3 years ago
- Example of PyTorch DistributedDataParallel☆60Updated 3 years ago
- an implementation of mixup☆41Updated 4 years ago
- This repository contains some of the latest data augmentation techniques and optimizers for image classification using pytorch and the CI…☆29Updated 3 years ago
- MoEx (Moment Exchange)☆141Updated 3 years ago
- Implementation of various Vision Transformers I found interesting☆84Updated 4 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆103Updated 3 years ago
- Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)☆76Updated 4 years ago
- ☆39Updated 2 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 2 years ago
- Metric Learning (npair loss & angular loss) on mnist and Visualizing by t_SNE☆35Updated 2 years ago
- UniMoCo: Unsupervised, Semi-Supervised and Full-Supervised Visual Representation Learning☆55Updated 3 years ago
- ☆93Updated 4 years ago
- (CVPR-Oral 2021) PyTorch implementation of Knowledge Evolution approach and Split-Nets☆83Updated 3 years ago
- A pytorch implementation of paper 'Be Your Own Teacher: Improve the Performance of Convolutional Neural Networks via Self Distillation', …☆176Updated 3 years ago
- (Unofficial) PyTorch implementation of the paper Early Convolutions Help Transformers See Better☆43Updated 3 years ago
- Implementation of the paper Self-Supervised Learning of Pretext-Invariant Representations☆89Updated 4 years ago
- PyTorch implementation of "Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning" with DDP and Apex AMP☆81Updated 4 years ago
- ☆24Updated 3 years ago
- ResMLP: Feedforward networks for image classification with data-efficient training☆42Updated 4 years ago
- Evaluating AlexNet features at various depths☆39Updated 4 years ago
- TF 2 implementation Learning to Resize Images for Computer Vision Tasks (https://arxiv.org/abs/2103.09950v1).☆53Updated 3 years ago