SirRob1997 / Crowded-Valley---ResultsLinks
This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"
☆184Updated 4 years ago
Alternatives and similar repositories for Crowded-Valley---Results
Users that are interested in Crowded-Valley---Results are comparing it to the libraries listed below
Sorting:
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- 🧀 Pytorch code for the Fromage optimiser.☆129Updated last year
- DeepOBS: A Deep Learning Optimizer Benchmark Suite☆108Updated last year
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated last year
- ☆100Updated 3 years ago
- Easy-to-use AdaHessian optimizer (PyTorch)☆79Updated 5 years ago
- 👩 Pytorch and Jax code for the Madam optimiser.☆53Updated 4 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆217Updated 4 years ago
- Codebase for Learning Invariances in Neural Networks☆96Updated 3 years ago
- Implements stochastic line search☆118Updated 2 years ago
- ☆153Updated 5 years ago
- Differentiable Sorting Networks☆121Updated 2 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆147Updated 2 years ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).☆115Updated 3 years ago
- Gradient based Hyperparameter Tuning library in PyTorch☆290Updated 5 years ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆190Updated 11 months ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆484Updated 3 years ago
- Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions☆259Updated 2 years ago
- A Machine Learning workflow for Slurm.☆151Updated 4 years ago
- ☆143Updated 2 years ago
- Implementation for the Lookahead Optimizer.☆242Updated 3 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆131Updated 3 years ago
- ☆133Updated 4 years ago
- Structured matrices for compressing neural networks☆67Updated 2 years ago
- Functional deep learning☆108Updated 2 years ago
- Code accompanying our paper "Feature Learning in Infinite-Width Neural Networks" (https://arxiv.org/abs/2011.14522)☆63Updated 4 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆281Updated 2 years ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago
- ☆471Updated last month
- Convert scikit-learn models to PyTorch modules☆166Updated last year