Stochastic Gradient Push for Distributed Deep Learning
☆171Apr 5, 2023Updated 2 years ago
Alternatives and similar repositories for stochastic_gradient_push
Users that are interested in stochastic_gradient_push are comparing it to the libraries listed below
Sorting:
- Decentralized SGD and Consensus with Communication Compression: https://arxiv.org/abs/1907.09356☆75Sep 10, 2020Updated 5 years ago
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 6 years ago
- Implementation of (overlap) local SGD in Pytorch☆34Jul 12, 2020Updated 5 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆28Dec 9, 2018Updated 7 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 5 years ago
- QSGD-TF☆21May 15, 2019Updated 6 years ago
- Practical low-rank gradient compression for distributed optimization: https://arxiv.org/abs/1905.13727☆149Oct 29, 2024Updated last year
- Website for TextVQA dataset.☆28Apr 30, 2023Updated 2 years ago
- Communication-efficient decentralized SGD (Pytorch)☆24Mar 17, 2020Updated 5 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆32Jul 25, 2024Updated last year
- Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)☆182Nov 19, 2018Updated 7 years ago
- Python module for simulating gossip learning.☆40Jan 25, 2024Updated 2 years ago
- ☆46Mar 4, 2020Updated 5 years ago
- Automatic and Simultaneous Adjustment of Learning Rate and Momentum for Stochastic Gradient Descent☆46Aug 4, 2020Updated 5 years ago
- implement distributed machine learning with Pytorch + OpenMPI☆53Mar 22, 2019Updated 6 years ago
- Code for ICLR 2019 paper Learning Dynamics Model by Incorporating the Long Term Future☆50Jun 6, 2019Updated 6 years ago
- Code for the signSGD paper☆93Jan 12, 2021Updated 5 years ago
- Source code of ICLR2020 submisstion: Zeno++: Robust Fully Asynchronous SGD☆14Feb 2, 2020Updated 6 years ago
- MG-WFBP: Merging Gradients Wisely for Efficient Communication in Distributed Deep Learning☆12Apr 26, 2021Updated 4 years ago
- This repository contains additional reference translations for the WMT'14 En-De (newstest2014) and WMT'19 En-Ru (newstest2019) test sets …☆15Aug 31, 2021Updated 4 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆139Jul 23, 2024Updated last year
- Code for paper: Variance Reduced Local SGD with Lower Communication Complexity☆12May 20, 2020Updated 5 years ago
- Parallel SGD, done locally and remote☆14May 19, 2016Updated 9 years ago
- Cascaded Text Generation with Markov Transformers☆130Mar 20, 2023Updated 2 years ago
- Attacking Optical Flow (ICCV 2019)☆59Apr 28, 2020Updated 5 years ago
- ZOSVRG-BlackBox-Adv☆13Oct 30, 2018Updated 7 years ago
- A decentralized learning research framework☆39May 14, 2024Updated last year
- Sketched SGD☆28Jul 4, 2020Updated 5 years ago
- Reparameterize your PyTorch modules☆71Dec 31, 2020Updated 5 years ago
- PyTorch ObjectDetection Modules and ONNX ops☆18Jun 12, 2023Updated 2 years ago
- BISON: Binary Image SelectiON☆49Sep 15, 2021Updated 4 years ago
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆295Feb 23, 2024Updated 2 years ago
- It is implementation of Research paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING". Deep g…☆18Aug 14, 2019Updated 6 years ago
- vector quantization for stochastic gradient descent.☆35May 12, 2020Updated 5 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆226Jul 10, 2024Updated last year
- ☆21Nov 29, 2022Updated 3 years ago
- Proximal Asynchronous SAGA☆13Nov 30, 2017Updated 8 years ago
- Factorization of the neural parameter space for zero-shot multi-lingual and multi-task transfer☆39Sep 22, 2020Updated 5 years ago
- Sliced Wasserstein Generator☆22Oct 30, 2018Updated 7 years ago