Atomo: Communication-efficient Learning via Atomic Sparsification
☆28Dec 9, 2018Updated 7 years ago
Alternatives and similar repositories for ATOMO
Users that are interested in ATOMO are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- QSGD-TF☆21May 15, 2019Updated 6 years ago
- DRACO: Byzantine-resilient Distributed Training via Redundant Gradients☆23Dec 9, 2018Updated 7 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆32Jul 25, 2024Updated last year
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 6 years ago
- implement distributed machine learning with Pytorch + OpenMPI☆53Mar 22, 2019Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- vector quantization for stochastic gradient descent.☆35May 12, 2020Updated 5 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
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Nov 15, 2019Updated 6 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆171Apr 5, 2023Updated 2 years ago
- Code for the signSGD paper☆93Jan 12, 2021Updated 5 years ago
- Parallel SGD, done locally and remote☆14May 19, 2016Updated 9 years ago
- Layer-wise Sparsification of Distributed Deep Learning☆10Jul 6, 2020Updated 5 years ago
- Code for "Practical Low-Rank Communication Compression in Decentralized Deep Learning"☆17Aug 4, 2020Updated 5 years ago
- Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)☆182Nov 19, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- GRACE - GRAdient ComprEssion for distributed deep learning☆139Jul 23, 2024Updated last year
- ZOSVRG-BlackBox-Adv☆13Oct 30, 2018Updated 7 years ago
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆47Sep 2, 2018Updated 7 years ago
- CoLa - Decentralized Linear Learning: https://arxiv.org/abs/1808.04883☆20Nov 30, 2021Updated 4 years ago
- Adaptive gradient sparsification for efficient federated learning: an online learning approach☆18Oct 31, 2020Updated 5 years ago
- [NSDI25] AutoCCL: Automated Collective Communication Tuning for Accelerating Distributed and Parallel DNN Training☆31May 2, 2025Updated 10 months ago
- ☆11Sep 25, 2022Updated 3 years ago
- Reversal Curse Experiment☆15Sep 24, 2023Updated 2 years ago
- Partial implementation of paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING"☆32Nov 20, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆77Jun 7, 2019Updated 6 years ago
- Distributed Learning by Pair-Wise Averaging☆52Oct 31, 2017Updated 8 years ago
- ☆12Dec 26, 2024Updated last year
- Communication-Efficient Feature-based Federated Transfer Learning☆14Jun 20, 2024Updated last year
- Simulation codes for over-the-air federated learning via second-order optimization☆14Jan 27, 2022Updated 4 years ago
- Compression-based decentralized stochastic gradient descent (DSGD) algorithms tailored for digital and analog wireless implementations☆13Jun 26, 2022Updated 3 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆226Jul 10, 2024Updated last year
- Code for paper ``Communication-Efficient Federated Learning with Binary Neural Networks'', submitted to JSAC 2021☆10Sep 12, 2021Updated 4 years ago
- SGD and Ordered SGD codes for deep learning, SVM, and logistic regression☆36Aug 13, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This is a implemention of paper:Federated Temporal-Context Contrastive Learning for Fault Diagnosis using Multiple Datasets with Insuffic…☆16Mar 25, 2024Updated 2 years ago
- AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION☆14Oct 27, 2023Updated 2 years ago
- Implementation of Parameter Server using PyTorch communication lib☆42Apr 7, 2019Updated 6 years ago
- Sketched SGD☆28Jul 4, 2020Updated 5 years ago
- Code for reproducing experiments performed for Accoridon☆13Jun 11, 2021Updated 4 years ago
- Here is the repo for public scripts.☆11Jul 16, 2022Updated 3 years ago
- ☆21Jun 4, 2024Updated last year