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.
☆65Updated 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:
- Warmup learning rate wrapper for Pytorch Scheduler☆41Updated 5 years ago
- When Does Label Smoothing Help?_pytorch_implementationimp☆126Updated 6 years ago
- This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application☆85Updated 4 years ago
- Official PyTorch implementation of "Co-Mixup: Saliency Guided Joint Mixup with Supermodular Diversity" (ICLR'21 Oral)☆105Updated 4 years ago
- Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorc…☆310Updated 4 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆216Updated 4 years ago
- official pytorch implementation of Rethining Self-supervised Learning: Small is Beautiful.☆43Updated 4 years ago
- Reproducing the Linear Multihead Attention introduced in Linformer paper (Linformer: Self-Attention with Linear Complexity)☆75Updated 5 years ago
- Official Pytorch implementation of MixMo framework☆83Updated 4 years ago
- Official PyTorch implementation of "Puzzle Mix: Exploiting Saliency and Local Statistics for Optimal Mixup" (ICML'20)☆156Updated 4 years ago
- This repository contains some of the latest data augmentation techniques and optimizers for image classification using pytorch and the CI…☆29Updated 4 years ago
- Recent Advances in MLP-based Models (MLP is all you need!)☆116Updated 3 years ago
- ☆140Updated 4 years ago
- [ICCV 2021] Influence-balanced Loss for Imbalanced Visual Classification☆102Updated 3 years ago
- Example of PyTorch DistributedDataParallel☆61Updated 4 years ago
- MoEx (Moment Exchange)☆140Updated 4 years ago
- (Unofficial) PyTorch implementation of the paper Early Convolutions Help Transformers See Better☆43Updated 4 years ago
- [TIP 2022] Towards Better Accuracy-efficiency Trade-offs: Divide and Co-training. Plus, an image classification toolbox includes ResNet, …☆107Updated 3 years ago
- Batch Renormalization in Pytorch☆45Updated 2 years ago
- The official code for the paper "Delving Deep into Label Smoothing", IEEE TIP 2021☆81Updated 3 years ago
- Official codes: Self-Supervised Learning by Estimating Twin Class Distribution☆100Updated 4 years ago
- Implementation of the 😇 Attention layer from the paper, Scaling Local Self-Attention For Parameter Efficient Visual Backbones☆201Updated 4 years ago
- Implementation of various Vision Transformers I found interesting☆84Updated 4 years ago
- PyTorch implementations of `BatchSampler` that under/over sample according to a chosen parameter alpha, in order to create a balanced tra…☆86Updated 6 years ago
- Implementation of Online Label Smoothing in PyTorch☆96Updated 3 years ago
- Reproduce Results for ICCV2019 "Symmetric Cross Entropy for Robust Learning with Noisy Labels" https://arxiv.org/abs/1908.06112☆191Updated 5 years ago
- (NeurIPS 2020 Workshop on SSL) Official Implementation of "MixCo: Mix-up Contrastive Learning for Visual Representation"☆58Updated 3 years ago
- Official repository for "Orthogonal Projection Loss" (ICCV'21)☆126Updated 4 years ago
- Unified Pytorch framework for image-based self-supervised learning☆92Updated 5 years ago
- ☆73Updated 4 years ago