Fast and Adaptive Distributed Machine Learning for TensorFlow, PyTorch and MindSpore.
☆295Feb 23, 2024Updated 2 years ago
Alternatives and similar repositories for KungFu
Users that are interested in KungFu are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GPU-scheduler-for-deep-learning☆209Nov 5, 2020Updated 5 years ago
- Fine-grained GPU sharing primitives☆147Jul 28, 2025Updated 8 months ago
- Crossbow: A Multi-GPU Deep Learning System for Training with Small Batch Sizes☆56Oct 5, 2022Updated 3 years ago
- Simple Distributed Deep Learning on TensorFlow☆136Feb 5, 2026Updated 2 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Resource-adaptive cluster scheduler for deep learning training.☆459Mar 5, 2023Updated 3 years ago
- Tiresias is a GPU cluster manager for distributed deep learning training.☆166May 7, 2020Updated 5 years ago
- Code for reproducing experiments performed for Accoridon☆13Jun 11, 2021Updated 4 years ago
- Kubernetes Scheduler for Deep Learning☆263May 22, 2022Updated 3 years ago
- Analyze network performance in distributed training☆20Oct 20, 2020Updated 5 years ago
- gossip: Efficient Communication Primitives for Multi-GPU Systems☆62Jul 1, 2022Updated 3 years ago
- PipeSwitch: Fast Pipelined Context Switching for Deep Learning Applications☆127May 9, 2022Updated 3 years ago
- An Attention Superoptimizer☆22Jan 20, 2025Updated last year
- ☆199Aug 31, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆21Nov 29, 2022Updated 3 years ago
- A high performance and generic framework for distributed DNN training☆3,715Oct 3, 2023Updated 2 years ago
- ☆393Nov 4, 2022Updated 3 years ago
- PyTorch Library for Low-Latency, High-Throughput Graph Learning on GPUs.☆304Aug 17, 2023Updated 2 years ago
- Large scale graph learning on a single machine.☆167Feb 25, 2025Updated last year
- Hi-Speed DNN Training with Espresso: Unleashing the Full Potential of Gradient Compression with Near-Optimal Usage Strategies (EuroSys '2…☆15Sep 21, 2023Updated 2 years ago
- FTPipe and related pipeline model parallelism research.☆44May 16, 2023Updated 2 years ago
- PET: Optimizing Tensor Programs with Partially Equivalent Transformations and Automated Corrections☆126Jun 23, 2022Updated 3 years ago
- ddl-benchmarks: Benchmarks for Distributed Deep Learning☆36May 29, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- GRACE - GRAdient ComprEssion for distributed deep learning☆139Jul 23, 2024Updated last year
- Fault-tolerant for DL frameworks☆70Jul 5, 2023Updated 2 years ago
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆272Mar 31, 2023Updated 3 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆999Sep 19, 2024Updated last year
- this is the release repository of superneurons☆54Feb 13, 2021Updated 5 years ago
- ☆78May 4, 2021Updated 4 years ago
- Artifact for "Shockwave: Fair and Efficient Cluster Scheduling for Dynamic Adaptation in Machine Learning" [NSDI '23]☆46Nov 24, 2022Updated 3 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Oct 28, 2017Updated 8 years ago
- Lightweight and Parallel Deep Learning Framework☆263Nov 26, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Systems for ML/AI & ML/AI for Systems paper reading list: A curated reading list of computer science research for work at the intersectio…☆284Jun 9, 2025Updated 10 months ago
- Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training☆1,870Mar 25, 2026Updated 2 weeks ago
- Stochastic Gradient Push for Distributed Deep Learning☆171Apr 5, 2023Updated 3 years ago
- Training and serving large-scale neural networks with auto parallelization.☆3,187Dec 9, 2023Updated 2 years ago
- Training neural networks in TensorFlow 2.0 with 5x less memory☆137Feb 21, 2022Updated 4 years ago
- Collective communications library with various primitives for multi-machine training.☆1,407Mar 20, 2026Updated 3 weeks ago
- Artifact of OSDI '24 paper, ”Llumnix: Dynamic Scheduling for Large Language Model Serving“☆64Jun 5, 2024Updated last year