A curated list of awesome Distributed Deep Learning resources.
☆441Jul 28, 2024Updated last year
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.☆479Aug 1, 2023Updated 2 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…☆4,160Jul 25, 2025Updated 11 months ago
- resources about federated learning and privacy in machine learning☆545Jun 26, 2024Updated 2 years ago
- Dual-way gradient sparsification approach for async DNN training, based on PyTorch.☆10Dec 8, 2022Updated 3 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.
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆286Jun 9, 2025Updated last year
- BytePS examples (Vision, NLP, GAN, etc)☆19Nov 24, 2022Updated 3 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,692Jun 20, 2026Updated 2 weeks ago
- [MLSys 2021] IOS: Inter-Operator Scheduler for CNN Acceleration☆200Apr 27, 2022Updated 4 years ago
- Analyze network performance in distributed training☆20Oct 20, 2020Updated 5 years ago
- A curated list of awesome edge machine learning resources, including research papers, inference engines, challenges, books, meetups and o…☆280Feb 23, 2023Updated 3 years ago
- A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.☆16,559Feb 1, 2026Updated 5 months ago
- Infrastructures™ for Machine Learning Training/Inference in Production.☆453May 24, 2019Updated 7 years ago
- A high performance and generic framework for distributed DNN training☆3,720Oct 3, 2023Updated 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.
- Algorithm: Decentralized Parallel Stochastic Gradient Descent☆48Sep 2, 2018Updated 7 years ago
- Awesome resources for GPUs☆629Mar 10, 2026Updated 3 months ago
- A self-contained version of the tutorial which can be easily cloned and viewed by others.☆24Jun 24, 2019Updated 7 years ago
- A Tool for Automatic Parallelization of Deep Learning Training in Distributed Multi-GPU Environments.☆130Feb 21, 2022Updated 4 years ago
- SOTA results for reid baseline model (Gluon implementation)☆13Aug 6, 2018Updated 7 years ago
- Awesome Distributed Machine Learning Frameworks☆31Jun 13, 2017Updated 9 years ago
- Implementing Google's DistBelief paper☆118Dec 27, 2022Updated 3 years ago
- Stochastic Gradient Push for Distributed Deep Learning☆172Apr 5, 2023Updated 3 years ago
- A curated list of awesome resources about Recommender Systems.☆330Feb 27, 2020Updated 6 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.
- gTop-k S-SGD: A Communication-Efficient Distributed Synchronous SGD Algorithm for Deep Learning☆37Aug 19, 2019Updated 6 years ago
- Atomo: Communication-efficient Learning via Atomic Sparsification☆29Dec 9, 2018Updated 7 years ago
- The awesome and classic papers in recommendation system!!! Good luck to every RecSys-learner!☆822Feb 1, 2021Updated 5 years ago
- Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.☆295Feb 23, 2024Updated 2 years ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,893Updated this week
- A curated list of awesome projects and papers for distributed training or inference☆279Oct 8, 2024Updated last year
- Curated list of my reads, implementations and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in t…☆285Jul 10, 2024Updated last year
- MLCommons Science benchmarking working group☆14Apr 17, 2026Updated 2 months ago
- Advanced Topics on Systems for X☆288Jul 10, 2024Updated last year
- 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.
- This React Native module lets you store cryptographic keys in a container to make it more difficult to extract from the device.☆14Mar 22, 2017Updated 9 years ago
- A curated list of automated machine learning papers, articles, tutorials, slides and projects☆4,148Jun 11, 2024Updated 2 years ago
- Paper bank for Self-Supervised Learning☆587Mar 14, 2023Updated 3 years ago
- ☆10Jul 16, 2020Updated 5 years ago
- GRACE - GRAdient ComprEssion for distributed deep learning☆141Jul 23, 2024Updated last year
- It is open source ebook about TensorFlow kernel and implementation mechanism.☆2,888May 5, 2023Updated 3 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,002Sep 19, 2024Updated last year