lessw2020 / Best-Deep-Learning-Optimizers
Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable
☆211Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Best-Deep-Learning-Optimizers
- Ranger deep learning optimizer rewrite to use newest components☆322Updated 8 months ago
- Over9000 optimizer☆425Updated last year
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated 6 months ago
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".☆159Updated 3 years ago
- Easy-to-use AdaHessian optimizer (PyTorch)☆77Updated 3 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆328Updated 2 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆315Updated 10 months ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆474Updated 2 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆265Updated last year
- Implementation for the Lookahead Optimizer.☆238Updated 2 years ago
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆180Updated 3 years ago
- Useful PyTorch functions and modules that are not implemented in PyTorch by default☆187Updated 6 months ago
- Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)☆208Updated this week
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆345Updated 9 months ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆480Updated 3 years ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 3 years ago
- Fast Block Sparse Matrices for Pytorch☆545Updated 3 years ago
- Implementation of Nyström Self-attention, from the paper Nyströmformer☆122Updated 9 months ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆404Updated last month
- Unofficial PyTorch Implementation of EvoNorm☆121Updated 3 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆247Updated 2 years ago
- A LARS implementation in PyTorch☆335Updated 4 years ago
- Cyclemoid implementation for PyTorch☆87Updated 2 years ago
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆253Updated last year
- pytorch implement of Lookahead Optimizer☆188Updated 2 years ago
- PyTorch functions and utilities to make your life easier☆195Updated 3 years ago
- Repo to build on / reproduce the record breaking Ranger-Mish-SelfAttention setup on FastAI ImageWoof dataset 5 epochs☆116Updated 4 years ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆222Updated 2 years ago
- ☆47Updated 3 years ago