majumderb / rezeroLinks
Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"
☆410Updated last year
Alternatives and similar repositories for rezero
Users that are interested in rezero are comparing it to the libraries listed below
Sorting:
- lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch☆337Updated 5 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆376Updated 4 years ago
- pytorch implement of Lookahead Optimizer☆191Updated 3 years ago
- [ICLR 2020] Lite Transformer with Long-Short Range Attention☆612Updated last year
- DeLighT: Very Deep and Light-Weight Transformers☆470Updated 4 years ago
- Accelerate training by storing parameters in one contiguous chunk of memory.☆290Updated 4 years ago
- Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization☆182Updated 3 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆267Updated 3 years ago
- My take on a practical implementation of Linformer for Pytorch.☆417Updated 3 years ago
- Deep Learning Experiment Management☆640Updated 2 years ago
- The Noise Contrastive Estimation for softmax output written in Pytorch☆319Updated 5 years ago
- A New Optimization Technique for Deep Neural Networks☆537Updated 3 years ago
- Experimental ground for optimizing memory of pytorch models☆366Updated 7 years ago
- Script that crawls meta data from ICLR OpenReview webpage. Tutorials on installing and using Selenium and ChromeDriver on Ubuntu.☆461Updated 5 years ago
- Debug PyTorch code using PySnooper☆797Updated 4 years ago
- Implementations of ideas from recent papers☆392Updated 4 years ago
- Implementation and experiments for AdamW on Pytorch☆94Updated 5 years ago
- Sublinear memory optimization for deep learning. https://arxiv.org/abs/1604.06174☆599Updated 5 years ago
- Implements https://arxiv.org/abs/1711.05101 AdamW optimizer, cosine learning rate scheduler and "Cyclical Learning Rates for Training Neu…☆150Updated 6 years ago
- ☆261Updated 5 years ago
- Transformer training code for sequential tasks☆612Updated 3 years ago
- A large scale study of Knowledge Distillation.☆220Updated 5 years ago
- Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve exis…☆251Updated 3 years ago
- [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.☆165Updated 4 years ago
- Simple package that makes your generator work in background thread☆280Updated 3 years ago
- Understanding the Difficulty of Training Transformers☆329Updated 3 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆685Updated 5 years ago
- PyTorch layer-by-layer model profiler☆606Updated 4 years ago
- Fully featured implementation of Routing Transformer☆297Updated 3 years ago
- Source code for "On the Relationship between Self-Attention and Convolutional Layers"☆1,106Updated 2 years ago