Kubernetes-native Deep Learning Framework
☆746Jan 26, 2024Updated 2 years ago
Alternatives and similar repositories for elasticdl
Users that are interested in elasticdl are comparing it to the libraries listed below
Sorting:
- Fault-tolerant for DL frameworks☆70Jul 5, 2023Updated 2 years ago
- Run your deep learning workloads on Kubernetes more easily and efficiently.☆531Mar 4, 2024Updated 2 years ago
- Elastic Deep Learning for deep learning framework on Kubernetes☆175Jul 5, 2023Updated 2 years ago
- Brings SQL and AI together.☆5,193Apr 18, 2024Updated last year
- Kubernetes Operator for AI and Bigdata Elastic Training☆91Jan 10, 2025Updated last year
- A high performance and generic framework for distributed DNN training☆3,718Oct 3, 2023Updated 2 years ago
- GPU-scheduler-for-deep-learning☆209Nov 5, 2020Updated 5 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆453Mar 5, 2023Updated 3 years ago
- Kubernetes Scheduler for Deep Learning☆264May 22, 2022Updated 3 years ago
- Distributed AI Model Training and LLM Fine-Tuning on Kubernetes☆2,056Updated this week
- Elastic Deep Learning Training based on Kubernetes by Leveraging EDL and Volcano☆32May 19, 2023Updated 2 years ago
- DLRover: An Automatic Distributed Deep Learning System☆1,640Updated this week
- A CLI for Kubeflow.☆809Updated this week
- Tiresias is a GPU cluster manager for distributed deep learning training.☆166May 7, 2020Updated 5 years ago
- A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC☆1,092May 22, 2023Updated 2 years ago
- Kubernetes Operator for MPI-based applications (distributed training, HPC, etc.)☆516Mar 12, 2026Updated last week
- ☆538Jun 7, 2024Updated last year
- Easy Parallel Library (EPL) is a general and efficient deep learning framework for distributed model training.☆271Mar 31, 2023Updated 2 years ago
- ☆893Apr 2, 2024Updated last year
- A Cloud Native Batch System (Project under CNCF)☆5,381Mar 11, 2026Updated last week
- A Flexible and Powerful Parameter Server for large-scale machine learning☆6,785Oct 13, 2025Updated 5 months ago
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- Automated Machine Learning on Kubernetes☆1,666Mar 10, 2026Updated last week
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,679Dec 1, 2025Updated 3 months ago
- NVIDIA device plugin for Kubernetes☆15Sep 9, 2019Updated 6 years ago
- Bagua Speeds up PyTorch☆884Aug 1, 2024Updated last year
- GPU Sharing Scheduler for Kubernetes Cluster☆1,530Dec 29, 2023Updated 2 years ago
- ☆199Aug 31, 2019Updated 6 years ago
- An industrial deep learning framework for high-dimension sparse data☆4,308Sep 25, 2024Updated last year
- PyTorch elastic training☆729Jun 15, 2022Updated 3 years ago
- Resource scheduling and cluster management for AI☆2,682Jun 6, 2024Updated last year
- Collective communications library with various primitives for multi-machine training.☆1,405Mar 11, 2026Updated last week
- Common APIs and libraries shared by other Kubeflow operator repositories.☆53May 28, 2023Updated 2 years ago
- GPU Sharing Device Plugin for Kubernetes Cluster☆492Jan 10, 2023Updated 3 years ago
- Fine-grained GPU sharing primitives☆147Jul 28, 2025Updated 7 months ago
- Machine Learning Toolkit for Kubernetes☆15,519Jan 5, 2026Updated 2 months ago
- [EOL] A Firmament-based Kubernetes scheduler☆406Jul 19, 2021Updated 4 years ago
- Fluid, elastic data abstraction and acceleration for BigData/AI applications in cloud. (Project under CNCF)☆1,891Updated this week
- ☆325Jan 22, 2024Updated 2 years ago