Elastic Deep Learning for deep learning framework on Kubernetes
☆175Jul 5, 2023Updated 2 years ago
Alternatives and similar repositories for edl
Users that are interested in edl are comparing it to the libraries listed below
Sorting:
- Fault-tolerant for DL frameworks☆70Jul 5, 2023Updated 2 years ago
- Elastic Deep Learning Training based on Kubernetes by Leveraging EDL and Volcano☆32May 19, 2023Updated 2 years ago
- Kubernetes-native Deep Learning Framework☆746Jan 26, 2024Updated 2 years ago
- Resource-adaptive cluster scheduler for deep learning training.☆453Mar 5, 2023Updated 3 years ago
- ☆14Jan 14, 2020Updated 6 years ago
- Kubernetes Operator for AI and Bigdata Elastic Training☆91Jan 10, 2025Updated last year
- A Ray-based data loader with per-epoch shuffling and configurable pipelining, for shuffling and loading training data for distributed tra…☆18Jan 5, 2023Updated 3 years ago
- ElasticCTR ,即飞桨弹性计算推荐系统,是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务,帮助用户在Kubernetes环境中一键完成推荐系统部…☆187Jul 11, 2020Updated 5 years ago
- 飞桨大模型开发套件,提供大语言模型、跨模态大模型、生物计算大模型等领域的全流程开发工具链。☆477May 24, 2024Updated last year
- GPU scheduler for elastic/distributed deep learning workloads in Kubernetes cluster (IC2E'23)☆33Nov 11, 2023Updated 2 years ago
- Macro Continuous Evaluation Platform for Paddle.☆19Mar 11, 2020Updated 6 years ago
- PaddlePaddle Docker images and K8s operators for PaddleOCR/Detection developers to use on public/private cloud.☆302Jul 26, 2022Updated 3 years ago
- Run your deep learning workloads on Kubernetes more easily and efficiently.☆531Mar 4, 2024Updated 2 years ago
- Kubernetes operator for managing the lifecycle of PaddlePaddle job.☆24Mar 17, 2020Updated 6 years ago
- Kubernetes cluster-api for Baidu Cloud☆14Dec 13, 2018Updated 7 years ago
- Integrated Training Platform (ITP) traces used in ElasticFlow paper.☆31Dec 23, 2022Updated 3 years ago
- Collective communications library with various primitives for multi-machine training.☆1,405Mar 11, 2026Updated last week
- Kubernetes Scheduler for Deep Learning☆264May 22, 2022Updated 3 years ago
- ☆61Oct 16, 2017Updated 8 years ago
- A CLI for Kubeflow.☆809Updated this week
- A flexible, high-performance carrier for machine learning models(『飞桨』服务化部署框架)☆925Feb 20, 2026Updated last month
- Code for "Heterogenity-Aware Cluster Scheduling Policies for Deep Learning Workloads", which appeared at OSDI 2020☆137Jul 25, 2024Updated last year
- OpenAIOS is an incubating open-source distributed OS kernel based on Kubernetes for AI workloads. OpenAIOS-Platform is an AI development…☆99Aug 20, 2021Updated 4 years ago
- DeepLearning Framework Performance Profiling Toolkit☆295Mar 28, 2022Updated 3 years ago
- GPU Sharing Device Plugin for Kubernetes Cluster☆492Jan 10, 2023Updated 3 years ago
- A high performance and generic framework for distributed DNN training☆3,716Oct 3, 2023Updated 2 years ago
- Documentations for PaddlePaddle☆282Updated this week
- BytePS examples (Vision, NLP, GAN, etc)☆19Nov 24, 2022Updated 3 years ago
- ☆893Apr 2, 2024Updated last year
- A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC☆1,092May 22, 2023Updated 2 years ago
- Paddle Continuous Evaluation, keep updating.☆26Dec 13, 2021Updated 4 years ago
- Adlik: Toolkit for Accelerating Deep Learning Inference☆806Dec 27, 2023Updated 2 years ago
- GPU-scheduler-for-deep-learning☆209Nov 5, 2020Updated 5 years ago
- Fine-grained GPU sharing primitives☆147Jul 28, 2025Updated 7 months ago
- ☆11Dec 18, 2020Updated 5 years ago
- An Efficient Dynamic Resource Scheduler for Deep Learning Clusters☆41Oct 28, 2017Updated 8 years ago
- upgrade paddle-1.x to paddle-2.0☆12Mar 9, 2021Updated 5 years ago
- Dynamic training with Apache MXNet reduces cost and time for training deep neural networks by leveraging AWS cloud elasticity and scale. …☆56Nov 25, 2022Updated 3 years ago
- Cloud Native Distributed Nearest Neighbour Search☆15Jun 9, 2020Updated 5 years ago