Understanding Top-k Sparsification in Distributed Deep Learning
☆24Nov 15, 2019Updated 6 years ago
Alternatives and similar repositories for GaussianK-SGD
Users that are interested in GaussianK-SGD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- vector quantization for stochastic gradient descent.☆38May 12, 2020Updated 6 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Jul 25, 2024Updated 2 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆30Jul 25, 2024Updated 2 years ago
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 6 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆228Jul 10, 2024Updated 2 years ago
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Nov 14, 2021Updated 4 years ago
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 7 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆141Jul 23, 2024Updated 2 years ago
- ☆46Mar 4, 2020Updated 6 years ago
- Ok-Topk is a scheme for distributed training with sparse gradients. Ok-Topk integrates a novel sparse allreduce algorithm (less than 6k c…☆27Dec 10, 2022Updated 3 years ago
- [ICML 2022] "DisPFL: Towards Communication-Efficient Personalized Federated learning via Decentralized Sparse Training"☆84Jul 12, 2022Updated 4 years ago
- AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION☆16Oct 27, 2023Updated 3 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 6 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- ☆32Dec 3, 2019Updated 6 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆152Oct 29, 2024Updated 2 years ago
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 6 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 4 years ago
- PyFed generic framework of benchmark for Federated Learning☆11Oct 9, 2021Updated 5 years ago
- Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.☆30Jan 14, 2021Updated 5 years ago
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- demo☆21Jun 29, 2021Updated 5 years ago
- 本地优先的口播视频剪辑工作台与 CLI☆18Oct 26, 2026Updated last week
- 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.
- ☆24Dec 4, 2023Updated 2 years ago
- Audio Keyword Search☆12May 5, 2019Updated 7 years ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- A Sparse-tensor Communication Framework for Distributed Deep Learning☆13Nov 1, 2021Updated 5 years ago
- Communication-Efficient Feature-based Federated Transfer Learning☆14Jun 20, 2024Updated 2 years ago
- Official repository for Towards Multi-modal Transformers in Federated Learning (ECCV2024)☆21Feb 4, 2025Updated last year
- [EAAI 2024] A federated distillation domain generalization framework for machinery fault diagnosis with data privacy☆15Apr 3, 2024Updated 2 years ago
- SJTU HPC 开源项目：Spackenv (Spack ENVironment) switch environments between sysadmin, users and developers.☆21Jan 4, 2022Updated 4 years ago
- Code for paper "Learning a Code: Machine Learning for Approximate Non-Linear Coded-Computation"☆10Dec 21, 2020Updated 5 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.
- The official code for ICDM2023 paper: ' FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization'☆14Aug 16, 2024Updated 2 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- MISSION: Ultra Large-Scale Feature Selection using Count-Sketches☆13Oct 6, 2019Updated 7 years ago
- An implementation of protocols in [GQL+24] (Efficient Fuzzy Private Set Intersection from Fuzzy Mapping)☆21Dec 19, 2024Updated last year
- PyTorch implementation of a 9-layer ResNet for CIFAR-10.☆11May 8, 2024Updated 2 years ago
- ☆10Apr 19, 2021Updated 5 years ago
- Natural Language Processing models using private and secure data. Powered by OpenMined's tools PySyft and SyferText.☆11Feb 11, 2021Updated 5 years ago