hwang595 / ps_pytorchLinks
implement distributed machine learning with Pytorch + OpenMPI
☆51Updated 6 years ago
Alternatives and similar repositories for ps_pytorch
Users that are interested in ps_pytorch are comparing it to the libraries listed below
Sorting:
- ☆74Updated 5 years ago
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Updated 6 years ago
- PyTorch parameter server with MPI☆16Updated 7 years ago
- Implementation of Parameter Server using PyTorch communication lib☆42Updated 6 years ago
- QSGD-TF☆21Updated 6 years ago
- Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)☆182Updated 6 years ago
- A compressed adaptive optimizer for training large-scale deep learning models using PyTorch☆27Updated 5 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆27Updated 6 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆168Updated 2 years ago
- Code for the signSGD paper☆86Updated 4 years ago
- ☆46Updated 5 years ago
- Sketched SGD☆28Updated 4 years ago
- CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883☆20Updated 3 years ago
- Implementation of (overlap) local SGD in Pytorch☆33Updated 4 years ago
- Code for ICML 2017 paper, SplitNet: Learning to Semantically Split Deep Networks for Parameter Reduction and Model Parallelization☆54Updated 7 years ago
- ☆12Updated 6 years ago
- DRACO: Byzantine-resilient Distributed Training via Redundant Gradients☆23Updated 6 years ago
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆36Updated 5 years ago
- Code for paper "SWALP: Stochastic Weight Averaging forLow-Precision Training".☆62Updated 6 years ago
- SmoothOut: Smoothing Out Sharp Minima to Improve Generalization in Deep Learning☆23Updated 6 years ago
- Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"☆139Updated 8 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆37Updated 5 years ago
- Asynchronous Stochastic Gradient Descent with Delay Compensation☆21Updated 7 years ago
- An analytical performance modeling tool for deep neural networks.☆89Updated 4 years ago
- ☆53Updated 7 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆112Updated 6 years ago
- ☆36Updated 5 years ago
- Release doc/tutorial/wheels for poseidon-tf☆10Updated 7 years ago
- MPI for Torch☆61Updated 8 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆146Updated 7 months ago