HKBU-HPML / OMGS-SGDLinks
Layer-wise Sparsification of Distributed Deep Learning
☆10Updated 5 years ago
Alternatives and similar repositories for OMGS-SGD
Users that are interested in OMGS-SGD are comparing it to the libraries listed below
Sorting:
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆36Updated 6 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆11Updated 3 years ago
- MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning☆12Updated 4 years ago
- A computation-parallel deep learning architecture.☆13Updated 6 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 6 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆139Updated last year
- [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training☆13Updated 7 months ago
- ☆15Updated 4 years ago
- Create tiny ML systems for on-device learning.☆20Updated 4 years ago
- Code for reproducing experiments performed for Accoridon