Distributed K-FAC preconditioner for PyTorch
☆98Jun 8, 2026Updated this week
Alternatives and similar repositories for kfac-pytorch
Users that are interested in kfac-pytorch are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- BERT for Distributed PyTorch + AMP Training☆12Mar 15, 2023Updated 3 years ago
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆134Jul 2, 2019Updated 6 years ago
- A Chainer extension for K-FAC☆20Jun 16, 2019Updated 6 years ago
- Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/☆32Jun 6, 2024Updated 2 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆287Feb 27, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Repository containing Pytorch code for EKFAC and K-FAC perconditioners.☆154Jun 22, 2023Updated 2 years ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆615Nov 28, 2025Updated 6 months ago
- SKFAC Preconditioner for MindSpore☆12Jul 2, 2021Updated 4 years ago
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆222Mar 31, 2026Updated 2 months ago
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- PyTorch-SSO: Scalable Second-Order methods in PyTorch☆150Oct 1, 2023Updated 2 years ago
- ☆33Jul 8, 2024Updated last year
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆786Jul 10, 2025Updated 11 months ago
- Code to simulate energy-based analog systems and equilibrium propagation☆32Apr 6, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 7 years ago
- ☆31Feb 11, 2021Updated 5 years ago
- ☆14Sep 14, 2021Updated 4 years ago
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆24Nov 4, 2024Updated last year
- code for experiments in Grosse and Salakhutdinov, 2015.☆12Oct 9, 2016Updated 9 years ago
- [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation☆12Jul 31, 2023Updated 2 years ago
- ☆10Apr 29, 2023Updated 3 years ago
- Limitations of the Empirical Fisher Approximation☆49Mar 3, 2025Updated last year
- A decentralised application that creates high quality machine learning datasets☆12Jan 22, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆28Jul 11, 2021Updated 4 years ago
- ASDL: Automatic Second-order Differentiation Library for PyTorch☆192Dec 5, 2024Updated last year
- ☆46Nov 18, 2022Updated 3 years ago
- Anonymized code for Igeood: An Information Geometry Approach to Out-of-Distribution Detection☆12Jan 25, 2022Updated 4 years ago
- Repository to reproduce the results of the paper "Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscill…☆11Oct 20, 2024Updated last year
- Look for arXiv papers in a Zotero library and find available DOIs of published versions.☆14Apr 11, 2024Updated 2 years ago
- Numerical Experiments☆15Jan 21, 2018Updated 8 years ago
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆143May 26, 2019Updated 7 years ago
- The code for the NeurIPS19 paper and blog on "Uniform convergence may be unable to explain generalization in deep learning".☆10Oct 26, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆184Jul 17, 2021Updated 4 years ago
- ☆33Dec 3, 2019Updated 6 years ago
- A LARS implementation in PyTorch☆354Feb 21, 2020Updated 6 years ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆198May 30, 2026Updated last week
- ☆13Feb 24, 2020Updated 6 years ago
- ☆15Feb 12, 2021Updated 5 years ago
- This is the code associated with the paper A Variational Inequality Perspective for Generative Adversarial Networks.☆43May 1, 2019Updated 7 years ago