XuezheMax / apolloLinks
Apollo: An Adaptive Parameter-wise Diagonal Quasi-Newton Method for Nonconvex Stochastic Optimization
☆182Updated 4 years ago
Alternatives and similar repositories for apollo
Users that are interested in apollo are comparing it to the libraries listed below
Sorting:
- [ICML 2021 Oral] We show pure attention suffers rank collapse, and how different mechanisms combat it.☆171Updated 4 years ago
- Official PyTorch Repo for "ReZero is All You Need: Fast Convergence at Large Depth"☆416Updated last year
- [ICML 2020] code for the flooding regularizer proposed in "Do We Need Zero Training Loss After Achieving Zero Training Error?"☆95Updated 3 years ago
- ☆84Updated 4 years ago
- pytorch implement of Lookahead Optimizer☆195Updated 3 years ago
- Code for the ICML'20 paper "Improving Transformer Optimization Through Better Initialization"☆89Updated 5 years ago
- [ICML 2020] code for "PowerNorm: Rethinking Batch Normalization in Transformers" https://arxiv.org/abs/2003.07845☆120Updated 4 years ago
- Loss and accuracy go opposite ways...right?☆95Updated 5 years ago
- Sinkhorn Transformer - Practical implementation of Sparse Sinkhorn Attention☆270Updated 4 years ago
- Pytorch implementation of the hamburger module from the ICLR 2021 paper "Is Attention Better Than Matrix Decomposition"☆99Updated 5 years ago
- lookahead optimizer (Lookahead Optimizer: k steps forward, 1 step back) for pytorch☆338Updated 6 years ago
- Implementation of https://arxiv.org/abs/1904.00962☆377Updated 5 years ago
- [ICLR 2022] Official implementation of cosformer-attention in cosFormer: Rethinking Softmax in Attention☆198Updated 3 years ago
- Accelerate training by storing parameters in one contiguous chunk of memory.☆294Updated 5 years ago
- FlatNCE: A Novel Contrastive Representation Learning Objective☆90Updated 4 years ago
- Codes for "Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View"☆147Updated 6 years ago
- Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]☆87Updated last year
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆228Updated 3 years ago
- PyTorch Examples repo for "ReZero is All You Need: Fast Convergence at Large Depth"☆62Updated last year
- Implementation and experiments for AdamW on Pytorch☆94Updated 6 years ago
- Code for Multi-Head Attention: Collaborate Instead of Concatenate☆153Updated 2 years ago
- Implementing SYNTHESIZER: Rethinking Self-Attention in Transformer Models using Pytorch☆71Updated 5 years ago
- ☆165Updated 7 years ago
- Code for Which Tasks Should Be Learned Together in Multi-task Learning?☆101Updated 2 years ago
- Parameter Efficient Transfer Learning with Diff Pruning☆74Updated 5 years ago
- A pytorch implementation for the LSTM experiments in the paper: Why Gradient Clipping Accelerates Training: A Theoretical Justification f…☆47Updated 6 years ago
- A Toolkit for Training, Tracking, Saving Models and Syncing Results☆62Updated 5 years ago
- Pytorch Implementation of Neural Architecture Optimization☆113Updated 4 years ago
- Block Sparse movement pruning☆83Updated 5 years ago
- The implementation of "Self-Supervised Generalisation with Meta Auxiliary Learning" [NeurIPS 2019].☆175Updated 4 years ago