lessw2020 / Ranger21
Ranger deep learning optimizer rewrite to use newest components
☆329Updated last year
Alternatives and similar repositories for Ranger21
Users that are interested in Ranger21 are comparing it to the libraries listed below
Sorting:
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆214Updated 4 years ago
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆345Updated last year
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆252Updated 2 years ago
- Over9000 optimizer☆427Updated 2 years ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆428Updated 7 months ago
- Ranger - a synergistic optimizer using RAdam (Rectified Adam), Gradient Centralization and LookAhead in one codebase☆1,201Updated last year
- Implementation of ConvMixer for "Patches Are All You Need? 🤷"☆1,071Updated 2 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆484Updated 4 years ago
- ☆459Updated 2 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆135Updated last month
- A library to inspect and extract intermediate layers of PyTorch models.☆472Updated 3 years ago
- Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models☆790Updated 10 months ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆319Updated last year
- Code for the Convolutional Vision Transformer (ConViT)☆466Updated 3 years ago
- Implementation of popular SOTA self-supervised learning algorithms as Fastai Callbacks.☆320Updated 2 years ago
- Implementation of a U-net complete with efficient attention as well as the latest research findings☆279Updated last year
- Learning Rate Warmup in PyTorch☆410Updated 2 months ago
- Unofficial PyTorch implementation of Attention Free Transformer (AFT) layers by Apple Inc.☆236Updated 3 years ago
- Implementation of Linformer for Pytorch☆286Updated last year
- Library for 8-bit optimizers and quantization routines.☆716Updated 2 years ago
- ☆205Updated 2 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆378Updated last year
- Implementation of Perceiver, General Perception with Iterative Attention, in Pytorch☆1,142Updated last year
- Fast, differentiable sorting and ranking in PyTorch☆811Updated last year
- ☆597Updated 6 months ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆329Updated 2 years ago
- Fully featured implementation of Routing Transformer☆291Updated 3 years ago
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆228Updated 3 months ago
- Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"☆1,061Updated 9 months ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆225Updated 3 years ago