srQ-cpc / D-PSGDLinks
Algorithm: Decentralized Parallel Stochastic Gradient Descent
☆47Updated 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
Sorting:
- Code for the signSGD paper☆92Updated 5 years ago
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆75Updated 5 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆28Updated 7 years ago
- Federated Multi-Task Learning☆131Updated 7 years ago
- vector quantization for stochastic gradient descent.☆35Updated 5 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆170Updated 2 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Updated 6 years ago
- Communication-efficient decentralized SGD (Pytorch)☆25Updated 5 years ago
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Updated 7 years ago
- PyTorch for benchmarking communication-efficient distributed SGD optimization algorithms