Algorithm: Decentralized Parallel Stochastic Gradient Descent
☆48Sep 2, 2018Updated 7 years ago
Alternatives and similar repositories for D-PSGD
Users that are interested in D-PSGD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Communication-efficient decentralized SGD (Pytorch)☆23Mar 17, 2020Updated 6 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆171Apr 5, 2023Updated 3 years ago
- Implementation of Parameter Server using PyTorch communication lib☆41Apr 7, 2019Updated 7 years ago
- Experiments for distributed optimization algorithms☆83May 24, 2023Updated 3 years ago
- Parallel SGD, done locally and remote☆14May 19, 2016Updated 10 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Code for "Federated Accelerated Stochastic Gradient Descent" (NeurIPS 2020)☆15Jun 7, 2021Updated 5 years ago
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 5 years ago
- Distributed Learning by Pair-Wise Averaging☆52Oct 31, 2017Updated 8 years ago
- Code for novel methods for one-shot Federated Learning under high statistical heterogeneity.☆18Oct 2, 2023Updated 2 years ago
- 完全去中心化联邦学习☆33Aug 15, 2023Updated 2 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆83Jul 12, 2022Updated 3 years ago
- ☆23Nov 2, 2019Updated 6 years ago
- Federated Primal-Dual Algorithm☆17Mar 4, 2021Updated 5 years ago
- Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?☆15Mar 24, 2022Updated 4 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.
- Consensus Based Distributed Stochastic Gradient Descent☆11Jun 24, 2018Updated 7 years ago
- This is the libMF source files with comments in Chinses.☆30May 25, 2014Updated 12 years ago
- DISROPT: A Python framework for distributed optimization☆88Dec 12, 2023Updated 2 years ago
- MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning☆12Apr 26, 2021Updated 5 years ago
- FedD3: Federated Learning via Decentralized Dataset Distillation☆30Apr 8, 2023Updated 3 years ago
- This repo implements FedU, a multitask learning framework for federated learning☆29May 5, 2025Updated last year
- A collection of stochastic proximal gradient methods for composite non-convex problems.☆24Jun 17, 2020Updated 5 years ago
- ☆69Jun 2, 2023Updated 3 years ago
- Federated posterior averaging implemented in JAX☆50Apr 13, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Official code for "Throughput-Optimal Topology Design for Cross-Silo Federated Learning" (NeurIPS'20)☆32Oct 10, 2022Updated 3 years ago
- An implementation of frequency-invariant beamformer☆14Sep 3, 2021Updated 4 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 5 years ago
- A platform for distributed optimization expriments using OpenMPI☆21Oct 11, 2017Updated 8 years ago
- ☆14Jan 3, 2024Updated 2 years ago
- A simulation framework for Federated Learning written in PyTorch☆207Apr 9, 2022Updated 4 years ago
- ☆10Jan 31, 2022Updated 4 years ago
- Speech recognition with federated learning☆11Jan 9, 2020Updated 6 years ago
- Implementation of an efficient variant of SVRG that relies on mini-batching implemented in Pytorch☆28Jan 19, 2019Updated 7 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Code for the signSGD paper☆94Jan 12, 2021Updated 5 years ago
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 5 years ago
- CS 324 (Data Mining) final project: efficient regularized SVD/UV-decomposition on large, partial matrices☆18Jun 15, 2013Updated 12 years ago
- LIBBLE by Parameter Server☆17Sep 17, 2018Updated 7 years ago
- ResNet18 on CIFAR10 reachs 95.09% Accuracy on TestSet☆15Feb 13, 2022Updated 4 years ago
- ☆22Apr 6, 2021Updated 5 years ago
- Real-Time Independent Vector Analysis☆16Jul 4, 2022Updated 3 years ago