A curated list of awesome Distributed Deep Learning resources.
☆443Jul 28, 2024Updated 2 years ago
Alternatives and similar repositories for Awesome-Distributed-Deep-Learning
Users that are interested in Awesome-Distributed-Deep-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A collection of research papers, codes, tutorials and blogs on Federated Computing/Learning.☆478Aug 1, 2023Updated 3 years ago
- a high performance system for customized-precision distributed deep learning☆12Dec 10, 2020Updated 5 years ago
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆4,428Jul 25, 2025Updated last year
- resources about federated learning and privacy in machine learning☆544Jun 26, 2024Updated 2 years ago
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆288Jun 9, 2025Updated last year
- 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.
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆10Dec 8, 2022Updated 3 years ago
- BytePS examples (Vision, NLP, GAN, etc)☆19Nov 24, 2022Updated 3 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,681Sep 17, 2026Updated 3 weeks ago
- Code for "Adaptive Gradient Quantization for Data-Parallel SGD", published in NeurIPS 2020.☆30Jan 14, 2021Updated 5 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆281Sep 15, 2026Updated 3 weeks ago
- Infrastructures™ for Machine Learning Training/Inference in Production.☆461May 24, 2019Updated 7 years ago
- A high performance and generic framework for distributed DNN training☆3,717Oct 3, 2023Updated 3 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,707Sep 22, 2026Updated 3 weeks ago
- Awesome resources for GPUs☆644Mar 10, 2026Updated 7 months 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.
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆48Sep 2, 2018Updated 8 years ago
- A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.☆130Feb 21, 2022Updated 4 years ago
- A self-contained version of the tutorial which can be easily cloned and viewed by others.☆24Jun 24, 2019Updated 7 years ago
- Awesome Distributed Machine Learning Frameworks☆31Jun 13, 2017Updated 9 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆172Apr 5, 2023Updated 3 years ago
- Implementing Google's DistBelief paper☆118Dec 27, 2022Updated 3 years ago
- SOTA results for reid baseline model (Gluon implementation)☆13Aug 6, 2018Updated 8 years ago
- A curated list of awesome resources about Recommender Systems.☆329Feb 27, 2020Updated 6 years ago
- CS294; AI For Systems and Systems For AI☆225Aug 30, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- Reliable Allreduce and Broadcast Interface for distributed machine learning☆512Nov 5, 2020Updated 5 years ago
- The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!☆822Feb 1, 2021Updated 5 years ago
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 7 years ago
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆297Feb 23, 2024Updated 2 years ago
- A curated list of awesome projects and papers for distributed training or inference☆281Oct 8, 2024Updated 2 years ago
- Implementation of Parameter Server using PyTorch communication lib☆41Apr 7, 2019Updated 7 years ago
- MLCommons Science benchmarking working group☆15Apr 17, 2026Updated 5 months ago
- This React Native module lets you store cryptographic keys in a container to make it more difficult to extract from the device.☆13Mar 22, 2017Updated 9 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.
- Advanced Topics on Systems for X☆289Jul 10, 2024Updated 2 years ago
- Paper bank for Self-Supervised Learning☆590Mar 14, 2023Updated 3 years ago
- ☆10Jul 16, 2020Updated 6 years ago
- A curated list of automated machine learning papers, articles, tutorials, slides and projects☆4,162Jun 11, 2024Updated 2 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆141Jul 23, 2024Updated 2 years ago
- It is open source ebook about TensorFlow kernel and implementation mechanism.☆2,888May 5, 2023Updated 3 years ago
- A curated list of awesome architecture search resources☆1,191Sep 15, 2020Updated 6 years ago