Platform for AI
Machine learning platform with visual modelling, notebooks, distributed training and online inference.
- Provider
- alibabacloud
- Kind
- ML platform
- Category
- Compute
- Official docs
- https://www.alibabacloud.com/help/en/pai
| property | type | values | required | kind default | this component |
|---|---|---|---|---|---|
| computeInstances | integer | — | no | — | inherited |
| experimentTracking | boolean | — | no | true | inherited |
| gpuEnabled | boolean | — | no | — | inherited |
| managed | boolean | — | no | false | ▸ true |
| modelRegistry | boolean | — | no | true | inherited |
| module | enum | designer | dsw | dlc | eas | quickstart | no | — | inherited |
| publicAccess | boolean | — | no | — | inherited |
| resourceType | enum | public-resource-group | dedicated-resource-group | no | — | inherited |
Every rule whose selector covers this component's kind or its category. Whether a rule fires depends on the design: its properties, its edges and its groups.
stateful-node-without-zone-redundancy
A stateful compute node pinned to exactly one availability zone disappears with that zone, and its state goes with it. Nodes inside a cell are exempt, because there the cell is deliberately single-zone and redundancy comes from the other cells.
- — all of these hold:
- — the node's `stateless` is false
- — the node sits inside exactly 1 availability-zone group
- — this does not hold:
- — the node sits inside at least one cell group
nodes:
- { id: "pai", component: "alibaba-pai" }AWS Clean Rooms MLaws-clean-rooms-mlAmazon SageMaker AIaws-sagemakerAmazon SageMaker Canvasaws-sagemaker-canvasAmazon SageMaker Feature Storeaws-sagemaker-feature-storeManaged MLflow on Amazon SageMaker AIaws-sagemaker-mlflowAmazon SageMaker Unified Studioaws-sagemaker-unified-studioMicrosoft Foundryazure-ai-foundryAzure Machine Learningazure-machine-learningAbacus.AIabacus-aiAlteryxalteryxArgillaargillaC3 AI Platformc3-aiClearMLclearmlCometcomet-mlCVATcvatDataikudataikuDataRobotdatarobotDatasaurdatasaurDetermined AIdeterminedDomino Data Labdomino-data-labDVCdvcEncordencordFeastfeastFlyteflyteH2O.aih2oKilikiliKNIMEknimeKubeflowkubeflowLabel Studiolabel-studioLabelboxlabelboxMetaflowmetaflowGeneric ML platformml-platformMLflowmlflowneptune.aineptune-aiNVIDIA DGX Cloudnvidia-dgx-cloudPachydermpachydermPolyaxonpolyaxonProdigyprodigyRapidMiner AI HubrapidminerRoboflowroboflow
and 21 more → ML platform page# yaml-language-server: $schema=../../schema/component.schema.json # Platform for AI (PAI): the machine learning platform of Alibaba Cloud, made of visual modelling # (PAI-Designer), notebooks (PAI-DSW), distributed training (PAI-DLC) and online inference # (PAI-EAS) ("What is PAI"). Whether accelerators are attached depends on the resource group. schemaVersion: "1" type: "component" id: "alibaba-pai" kind: "ml-platform" provider: "alibabacloud" docs: "https://www.alibabacloud.com/help/en/pai" defaults: managed: true properties: module: type: "enum" values: ["designer", "dsw", "dlc", "eas", "quickstart"] resourceType: type: "enum" values: ["public-resource-group", "dedicated-resource-group"]