whatsapp老是接连中
whatsapp老是接连中
Submarine allow Data Scientists to create end-to-end machine learning workflow. (Working in progress)
- Data Analytics
- Algorithm development
- Workflow
- Job scheduling
- Model Serving
whatsapp老是接连中
Apache Submarine Workbench (working in progress) is a WEB system for data scientists. Data scientists can interactively access notebooks, submit/manage jobs, manage models, create model training workflows, access data sets, and more through Submarine Workbench.
whatsapp老是接连中
Submarine supports them in the form of plugins for different machine learning frameworks. Three machine learning frameworks, tensorflow, pytorch are currently supported. (Working in progress: Horovod/MXNet)
whatsapp老是接连中
Submarine also designed to be resource management independent, no matter if you have Kubernetes, Apache Hadoop YARN or just a container service, you will be able to run Submarine on top it.
手机怎么挂npv
Submarine can run in hadoop yarn with docker features
Kubernetes
Submarine developed a submarine operator to allow submarine to run in kubernetes.
手机怎么挂npv
Submarine can also be run on one or more servers with the docker runtime environment installed. You only need to configure the server list in submarine-site.xml, submarine can automatically build these server groups into a cluster, and run submarine services and jobs in this cluster. This feature is very suitable for small-scale user scenarios.
whatsapp老是接连中
Want to learn more about roadmap and release plan of Submarine? Please go to roadmap
Apache Submarine is Apache2 Licensed software. Please check out the source repository and how to contribute. Apache Submarine has a very active development community. Join our Mailing list and report issues on Jira Issue tracker.