You can create resource quotas for purchased general computing resources and associate the resource quotas with a workspace. This way, you can fully utilize the resources to perform multiple AI development and training jobs. This topic describes how to create, manage, and use resource quotas.
Prerequisites
A dedicated resource group for general computing resources is created and general computing resources are purchased. For more information, see Create a resource group and purchase general computing resources.
Create a resource quota
You can create a resource quota to allocate the resources in the resource pool. To create a resource quota, perform the following steps:
Log on to the PAI console. In the left-side navigation pane, choose AI Computing Resources > Resource Quota.
On the General Computing Resources tab, click Add Resource Quota.
On the Add Resource Quota page, configure the parameters and click Submit.
Parameter
Description
Name
The name of the resource quota.
Associate Workspace
The workspace with which the resource quota is associated.
Description
The description that is used to distinguish different resource quotas.
Source Type
The type of source of resources to be allocated to the resource quota. Valid values:
Dedicated Resource Group: Allocate resources from a dedicated resource group to the resource quota.
Existing Resource Quota: Allocate resources from an existing resource quota to the resource quota.
Source
The source of resources to be allocated to the resource quota. Select a dedicated resource group or an existing resource quota from the Source drop-down list.
Specifications/Resources
Click Add. In the panel that appears, specify the specifications and node quantity for resources that you want to allocate from a dedicated resource group or an existing resource quota.
Manage resource quotas
After you create a resource quota, you can click the name of the resource quota to view the basic information and resource usage and manage the resource quota. You can also increase or decrease the resource quota limit or create child-level resource quotas to optimize the allocation of resources. For more information, see Manage resource quotas.
Use a resource quota
Associate a resource quota with a workspace
Before you use a resource quota to perform AI development and training jobs, you must associate the resource quota with a workspace. For more information, see Overview.
Use a resource quota that is associated with a workspace for AI development and training
Submit a DLC training job. For more information, see Submit training jobs.
Create a Data Science Workshop (DSW) instance. For more information, see Create and manage DSW instances.