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.☆38May 12, 2020Updated 6 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
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 4 years ago
- ☆32Dec 3, 2019Updated 6 years ago
- ☆10Jun 4, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599☆58Oct 25, 2018Updated 8 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
- a high performance system for customized-precision distributed deep learning☆12Dec 10, 2020Updated 5 years ago
- [ICLR 2018] Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training☆228Jul 10, 2024Updated 2 years ago
- Digital-twin-enabled 6G: Depth Map Estimation in mmWave systems☆15May 24, 2023Updated 3 years ago
- ☆15Jan 22, 2024Updated 2 years ago
- Plug-and-Play ADMM scheme based on an adaptive denoiser using the Schroedinger equation's solutions of quantum physics.☆12Jan 24, 2024Updated 2 years ago
- This is a collection of MATLAB scripts to generate numerical results for the paper "Channel Estimation and Data Detection Analysis of Mas…☆14Oct 13, 2021Updated 5 years ago
- 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
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- It is implementation of Research paper "DEEP GRADIENT COMPRESSION: REDUCING THE COMMUNICATION BANDWIDTH FOR DISTRIBUTED TRAINING". Deep g…☆18Aug 14, 2019Updated 7 years ago
- ☆12Sep 22, 2021Updated 5 years ago
- The code for the article ''Alternating Direction Method of Multipliers Based on ℓ2,0-Norm for Multiple Measurement Vector Problem''☆13Jul 18, 2025Updated last year
- The source code for the paper for "Successive Linear Approximation VBI for Joint Sparse Signal Recovery and Dynamic Grid Parameters Estim…☆13Jul 21, 2023Updated 3 years ago
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- The codes are for the paper: ``Complete Dictionary Learning via \ell_p-norm Maximization'',Yifei Shen∗ , Ye Xue∗ , Jun Zhang , Khaled B. …☆11Nov 21, 2020Updated 5 years ago
- 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
- Research simulation toolkit for federated learning☆14Nov 7, 2020Updated 5 years ago
- Position-based Scaled Gradient for Model Quantization and Pruning Code (NeurIPS 2020)☆27Nov 12, 2020Updated 5 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.
- Understanding Top-k Sparsification in Distributed Deep Learning☆24Nov 15, 2019Updated 6 years ago
- Code for "On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length", ICLR 2019☆11Dec 8, 2022Updated 3 years ago
- Compressed Sensing and Kalman Filter Based Channel Tracking for mmWave Massive MIMO Systems☆16Apr 24, 2024Updated 2 years ago
- A Sparse-tensor Communication Framework for Distributed Deep Learning☆13Nov 1, 2021Updated 5 years ago
- MATLAB codes for "Uplink channel estimation for massive MIMO systems with impulsive noise"☆16May 25, 2022Updated 4 years ago
- Training and testing pipeline for ransomware classification based on screenshots of the splash screens or ransom notes (https://arxiv.org…☆11Jul 19, 2020Updated 6 years ago
- ☆11Nov 4, 2022Updated 4 years ago
- Code accompanying the NeurIPS 2019 paper AutoAssist: A Framework to Accelerate Training of Deep Neural Networks.☆14Oct 3, 2022Updated 4 years ago
- For prospective and new joiners☆10Oct 25, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Oct 6, 2020Updated 6 years ago
- A Linux kernel module for setting up watchpoints without going through ptrace☆10Sep 7, 2015Updated 11 years ago
- SGD with compressed gradients and error-feedback: https://arxiv.org/abs/1901.09847☆30Jul 25, 2024Updated 2 years ago
- Codebase for "Channel selection using Gumbel Softmax"☆19Jan 20, 2021Updated 5 years ago
- Multi-Agent Context Learning (MACOL): A new machine learning algorithm for multi-agent cooperation in competing environment☆13Sep 25, 2024Updated 2 years ago
- Mallacc: Accelerating Memory Allocation☆13Jan 2, 2018Updated 8 years ago
- Honeyfile-based ransomware detection and thwarting mechanism for Linux platforms☆11Apr 14, 2019Updated 7 years ago