☆46Mar 4, 2020Updated 6 years ago
Alternatives and similar repositories for LocalSGD-Code
Users that are interested in LocalSGD-Code are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 5 years ago
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 6 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆74Sep 10, 2020Updated 5 years ago
- Official Pytorch implementation of "DBS: Dynamic Batch Size for Distributed Deep Neural Network Training"☆23Sep 30, 2021Updated 4 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆150Oct 29, 2024Updated last year
- 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.
- Communication-efficient decentralized SGD (Pytorch)☆23Mar 17, 2020Updated 6 years ago
- Code for paper "Byzantine-Resilient Decentralized Stochastic Optimization with Robust Aggregation Rules"☆20Apr 19, 2024Updated 2 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Nov 15, 2019Updated 6 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆171Apr 5, 2023Updated 3 years ago
- ☆32Aug 28, 2020Updated 5 years ago
- FedNAS: Federated Deep Learning via Neural Architecture Search☆54Jul 26, 2021Updated 4 years ago
- Parallel SGD, done locally and remote☆14May 19, 2016Updated 10 years ago
- vector quantization for stochastic gradient descent.☆36May 12, 2020Updated 6 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36May 29, 2020Updated 5 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.
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆47Sep 2, 2018Updated 7 years ago
- Implementation of FedDR algorithm for federated learning.☆11Mar 8, 2022Updated 4 years ago
- a libp2p-backed daemon wrapping the functionalities of go-libp2p for use in other languages☆11Feb 9, 2025Updated last year
- Implementation of Compressed SGD with Compressed Gradients in Pytorch☆13Jul 25, 2024Updated last year
- Code for the signSGD paper☆94Jan 12, 2021Updated 5 years ago
- Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD☆14Feb 2, 2020Updated 6 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
- PyTorch-MPI-DDP-example☆18Mar 21, 2018Updated 8 years ago
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆62Jul 1, 2022Updated 3 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.
- Code accompanying the NeurIPS 2019 paper AutoAssist: A Framework to Accelerate Training of Deep Neural Networks.☆14Oct 3, 2022Updated 3 years ago
- Early exit ensembles☆12Dec 4, 2021Updated 4 years ago
- ☆14Oct 11, 2021Updated 4 years ago
- Pytorch implementation of KFAC - this is a port of https://github.com/tensorflow/kfac/☆31Jun 6, 2024Updated last year
- Codebase for " Reducing Representation Drift in Online Continual Learning"☆14Jun 8, 2021Updated 4 years ago
- Package speculatively provides a simple mechanism to re-execute a task in parallel only after some initial timeout has elapsed.☆10Jul 11, 2025Updated 10 months ago
- [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contrib…☆27Jun 15, 2019Updated 6 years ago
- summer school materials☆46Aug 4, 2023Updated 2 years ago
- Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments (Zhou et al., EMNLP 2024)☆14Oct 3, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆32Jul 25, 2024Updated last year
- [ACL 2023]: Training Trajectories of Language Models Across Scales https://arxiv.org/pdf/2212.09803.pdf☆25Nov 14, 2023Updated 2 years ago
- mit-6.824 distributed system labs demo in golang & python☆11Nov 20, 2023Updated 2 years ago
- Hierarchical Federated Learning with Quantization of Deep Networks from Decentralized Data☆18Jul 28, 2020Updated 5 years ago
- 《 自动化学报》LaTeX模板XeLaTeX适配☆18Feb 14, 2023Updated 3 years ago
- The repository contains code for Adaptive Data Optimization☆36Dec 9, 2024Updated last year
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Oct 25, 2018Updated 7 years ago