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:
- 🧀 Pytorch code for the Fromage optimiser.☆129Updated last year
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- DeepOBS: A Deep Learning Optimizer Benchmark Suite☆109Updated 2 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆208Updated last year
- Easy-to-use AdaHessian optimizer (PyTorch)☆79Updated 5 years ago
- ☆133Updated 4 years ago
- ☆100Updated 4 years ago
- Codebase for Learning Invariances in Neural Networks☆96Updated 3 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆148Updated 2 years ago
- 👩 Pytorch and Jax code for the Madam optimiser.☆53Updated 4 years ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆191Updated last year
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago
- ☆144Updated 2 years ago
- Implements stochastic line search☆118Updated 2 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆218Updated 4 years ago
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆131Updated 3 years ago
- EfficientNet, MobileNetV3, MobileNetV2, MixNet, etc in JAX w/ Flax Linen and Objax☆129Updated last year
- ☆472Updated 2 months ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆485Updated 3 years ago
- Implementation for the Lookahead Optimizer.☆243Updated 3 years ago
- ☆153Updated 5 years ago
- Code for: Implicit Competitive Regularization in GANs☆116Updated 3 years ago
- Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).☆118Updated 3 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆282Updated 2 years ago
- Code for Parameter Prediction for Unseen Deep Architectures (NeurIPS 2021)☆491Updated 2 years ago
- ☆79Updated 5 years ago
- ☆210Updated 3 years ago
- Loss Patterns of Neural Networks☆86Updated 4 years ago
- Structured matrices for compressing neural networks☆67Updated 2 years ago
- End-to-end training of sparse deep neural networks with little-to-no performance loss.☆332Updated 2 years ago