Distributed K-FAC preconditioner for PyTorch
☆98Sep 16, 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:
- Pytorch implementation of KFAC and E-KFAC (Natural Gradient).☆135Jul 2, 2019Updated 7 years ago
- Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/☆33Jun 6, 2024Updated 2 years ago
- ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning☆286Feb 27, 2023Updated 3 years ago
- BackPACK - a backpropagation package built on top of PyTorch which efficiently computes quantities other than the gradient.☆617Jul 17, 2026Updated 2 months ago
- An implementation of KFAC for TensorFlow☆198Feb 11, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Second Order Optimization and Curvature Estimation with K-FAC in JAX.☆331Updated this week
- {KFAC,EKFAC,Diagonal,Implicit} Fisher Matrices and finite width NTKs in PyTorch☆225Updated this week
- Regularization, Neural Network Training Dynamics☆14Jan 13, 2020Updated 6 years ago
- PyHessian is a Pytorch library for second-order based analysis and training of Neural Networks☆795Jul 10, 2025Updated last year
- Pytorch optimizers implementing Hilbert Constrained Gradient Descent☆19May 9, 2019Updated 7 years ago
- [ICML 2024] SINGD: KFAC-like Structured Inverse-Free Natural Gradient Descent (http://arxiv.org/abs/2312.05705)☆24Nov 4, 2024Updated last year
- Large-batch Training, Neural Network Optimization☆11Nov 8, 2019Updated 6 years ago
- ☆14Sep 14, 2021Updated 5 years ago
- code for experiments in Grosse and Salakhutdinov, 2015.☆12Oct 9, 2016Updated 9 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆11Apr 29, 2023Updated 3 years ago
- [ICLR 2023] Eva: Practical Second-order Optimization with Kronecker-vectorized Approximation☆12Jul 31, 2023Updated 3 years ago
- [ICLR 2025] AdaFisher: Adaptive Second Order Optimization via Fisher Information☆53Feb 7, 2025Updated last year
- The official implementation of “Sophia: A Scalable Stochastic Second-order Optimizer for Language Model Pre-training”☆1,001Jan 30, 2024Updated 2 years ago
- Advanced optimizer with Gradient-Centralization☆21Aug 26, 2020Updated 6 years ago
- Randomized algorithm class at CU☆18Jul 8, 2025Updated last year
- ☆46Nov 18, 2022Updated 3 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
- Collection of algorithms for approximating Fisher Information Matrix for Natural Gradient (and second order method in general)☆143May 26, 2019Updated 7 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.
- Look for arXiv papers in a Zotero library and find available DOIs of published versions.☆14Apr 11, 2024Updated 2 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
- This repository contains the results for the paper: "Descending through a Crowded Valley - Benchmarking Deep Learning Optimizers"☆183Jul 17, 2021Updated 5 years ago
- Implementation of Influence Function approximations for differently sized ML models, using PyTorch☆18Sep 15, 2023Updated 3 years ago
- MANOVA.RM☆11Sep 3, 2026Updated 2 weeks ago
- Updates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)☆15Mar 24, 2024Updated 2 years ago
- ☆32Dec 3, 2019Updated 6 years ago
- Pytorch implementation of preconditioned stochastic gradient descent (Kron and affine preconditioner, low-rank approximation precondition…☆205May 30, 2026Updated 3 months ago
- A LARS implementation in PyTorch☆353Feb 21, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆13Aug 6, 2026Updated last month
- This is the code associated with the paper A Variational Inequality Perspective for Generative Adversarial Networks.☆43May 1, 2019Updated 7 years ago
- ☆15Feb 12, 2021Updated 5 years ago
- Host CIFAR-10.2 Data Set☆13Sep 22, 2021Updated 4 years ago
- Code for reproducing experiments performed for Accoridon☆13Jun 11, 2021Updated 5 years ago
- Error-bounded Lossy Data Compressor (for floating-point/integer datasets)☆124Updated this week
- This repo contains the code used for NeurIPS 2019 paper "Asymmetric Valleys: Beyond Sharp and Flat Local Minima".☆14Oct 25, 2019Updated 6 years ago