How Does ModelArts Use Tags to Manage Resources by Group?
ModelArts can work with Tag Management Service (TMS). When creating resource-consuming tasks in ModelArts, for example, training jobs, configure tags for these tasks so that ModelArts can use tags to manage resources by group.
ModelArts allows you to configure tags when you create training jobs, notebook instances, or real-time inference services.
Operation Process
Step 1 Create Predefined Tags on TMS
Log in to the TMS console and create tags on the Predefined Tags page. The created tags are global and can be used in all Huawei Cloud regions.
Step 2 Add a Tag to a ModelArts Task
When creating a notebook instance, training job, or real-time inference services in ModelArts, configure a tag for the task.
- Add a tag to a ModelArts notebook instance.
Add a tag when you create a notebook instance. Alternatively, after creating a notebook instance, add a tag on the Tags tab on the instance details page.
- Add a tag to a ModelArts training job.
Add a tag when you create a training job. Alternatively, after creating a training job, add a tag on the Tags tab on the job details page.
- Add a tag to a ModelArts real-time service.
Add a tag when you create a real-time service. Alternatively, after creating a real-time service, add a tag on the Tags tab on the service details page.
When adding a tag to a ModelArts task, you can create new tags by specifying the keys and values of the new tags. The tags created here are available only to the current project.
Step 3 Obtain ModelArts Resource Usage by Resource Type in TMS
Log in to the TMS console. On the Resources Tag page, view resource tasks in specified regions based on resource types and tags.
- Region: one or more Huawei Cloud regions. For details, see What Are Regions and AZs?.
- Resource Type: Table 1 lists the resource types that can be viewed on ModelArts.
- Resource Tag: If no tag is specified, all resources are displayed, regardless of whether the resources are configured with tags. One or multiple tags can be selected to obtain resource usage.
Resource Type |
Description |
---|---|
ModelArts-Notebook |
Notebook instances in ModelArts DevEnviron |
ModelArts-TrainingJob |
ModelArts training jobs |
ModelArts-RealtimeService |
ModelArts real-time inference services |
ModelArts-ResourcePool |
ModelArts dedicated resource pools |
If your organization has configured tag policies for ModelArts, add tags to resources based on the policies. If a tag does not comply with the tag policies, resource creation may fail. Contact your organization administrator to learn more about tag policies.
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