Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.
☆30Jan 14, 2021Updated 5 years ago
Alternatives and similar repositories for learning-to-quantize
Users that are interested in learning-to-quantize are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- vector quantization for stochastic gradient descent.☆36May 12, 2020Updated 6 years ago
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 3 years ago
- We present a set of all-reduce compatible gradient compression algorithms which significantly reduce the communication overhead while mai…☆10Nov 14, 2021Updated 4 years ago
- ☆33Dec 3, 2019Updated 6 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- My Homepage :)☆13Dec 10, 2022Updated 3 years ago
- Code of NeurIPS 2019 paper: Communication-Efficient Distributed Learning via Lazily Aggregated Quantized Gradients☆16May 13, 2020Updated 6 years ago
- Matlab codes for Unsourced Multiple Access With Random User Activity by K.-H. Ngo, A. Lancho, G. Durisi, and A. Graell i Amat☆13May 26, 2023Updated 3 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆226Jul 10, 2024Updated last year
- Digital-twin-enabled 6G: Depth Map Estimation in mmWave systems☆14May 24, 2023Updated 3 years ago
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Oct 25, 2018Updated 7 years ago
- Implementation of EF and EF21 methods and their comparison on several tasks☆10Feb 24, 2024Updated 2 years ago
- Compressed Sensing and Kalman Filter Based Channel Tracking for mmWave Massive MIMO Systems☆15Apr 24, 2024Updated 2 years ago
- The code for the article ''Alternating Direction Method of Multipliers Based on ℓ2,0-Norm for Multiple Measurement Vector Problem''☆11Jul 18, 2025Updated 10 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 6 years ago
- Normalization Matters in Weakly Supervised Object Localization (ICCV 2021)☆11Oct 24, 2021Updated 4 years ago
- ☆15Jan 22, 2024Updated 2 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- Simulation code for “Massive MIMO with Dual-Polarized Antennas,” by Özgecan Özdogan, Emil Björnson, IEEE Transactions on Wireless Communi…☆18Feb 3, 2024Updated 2 years ago
- Research homepage☆20Updated this week
- Code for “Massive Digital Over-the-Air Computation for Communication-Efficient Federated Edge Learning”☆24Oct 21, 2024Updated last year
- Simultaneously Sparse and Low-Rank Matrix Reconstruction via Nonconvex and Nonseparable Regularization☆13Jan 10, 2021Updated 5 years ago
- ☆15Oct 6, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- 机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格…☆10Feb 25, 2020Updated 6 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆27Nov 12, 2020Updated 5 years ago
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Nov 15, 2019Updated 6 years ago
- A Jalaali (Jalali, Persian, Khorshidi, Shamsi) calendar system plugin for moment.js☆11Apr 5, 2018Updated 8 years ago
- Code for IEEE Tcom paper: Sensing User’s Activity, Channel, and Location with Near-Field Extra-Large-Scale MIMO☆32Nov 3, 2024Updated last year
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- Codebase for "Channel selection using Gumbel Softmax"☆19Jan 20, 2021Updated 5 years ago
- Graduation Celebration of Computer Department of Amirkabir University #92☆34Aug 17, 2017Updated 8 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆32Jul 25, 2024Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Training and testing pipeline for ransomware classification based on screenshots of the splash screens or ransom notes (https://arxiv.org…☆11Jul 19, 2020Updated 5 years ago
- A Sparse-tensor Communication Framework for Distributed Deep Learning☆13Nov 1, 2021Updated 4 years ago
- This is a python simulation of a MIMO communication system, including M-QAM modulation and demodulation.☆24Jun 17, 2023Updated 2 years ago
- CodeQUEST is a generalizable framework which leverages LLMs to iteratively evaluate and enhance code quality across multiple dimensions f…☆17Feb 11, 2026Updated 4 months ago
- AN EFFICIENT AND GENERAL FRAMEWORK FOR LAYERWISE-ADAPTIVE GRADIENT COMPRESSION☆16Oct 27, 2023Updated 2 years ago
- For prospective and new joiners☆10Oct 25, 2024Updated last year
- ☆13Jan 16, 2025Updated last year