Overview
After creating an AI environment, you can combine AI add-ons as needed to set up an AI platform. This document describes how to add, delete, modify, and query AI add-ons.
Note:
The underlying layer of AI add-ons is implemented based on Helm Chart. After you create an AI environment, we recommend you not manage AI add-ons on the relevant page in the application marketplace. Instead, directly manage them in the AI environment, so as to avoid data inconsistency.
List of AI Add-Ons
Add-On |
Use Case |
Description |
TF Operator |
Model training |
After installing it, you can run TF standalone/distributed training jobs. |
MPI Operator |
Elastic training |
You can run elastic training jobs to fully utilize the computing resources. |
Fluid |
Cache acceleration |
Fluid provides data prefetch and acceleration for cloud applications by using a distributed cache engine (GooseFS/Alluxio) with data observability, portability, and horizontal scalability. |
Elastic Jupyter Operator |
Algorithm debugging |
Elastic Jupyter Operator provides an on-demand elastic Jupyter Notebook service to assign computing resources as needed. |
AI Add-On Lifecycle Management
Creating an AI add-on
- Log in to the TKE console and click Cloud Native AI on the left sidebar.
- On the AI Environment list page, click the ID of the target AI environment to enter its Basic Information page.
- On the left sidebar, click Add-On Management.
- Click Create to enter the Create AI Add-On page and set the parameters.
The main parameters are described as follows:
- Add-On Name: Custom add-on name.
- Namespace: The namespace for installing the add-on.
- Chart: The installation package of the add-on. Only one add-on can be installed at a time.
- Parameter: Add-on configuration parameters. After the add-on is created, you can still update its parameters as instructed in "Updating an AI add-on".
- Click Done.
Viewing an AI add-on
After creating an AI environment, you can view the list of installed AI add-ons in the AI environment.
Deleting an AI add-on
- Select the ID of an AI environment to enter its Basic Information page.
- On the left sidebar, click Add-On Management.
- Select Delete on the right of the target add-on.
- In the Delete Add-On pop-up window, read the notes on deletion and click Confirm.
Updating an AI add-on
- Select the ID of an AI environment to enter its Basic Information page.
- On the left sidebar, click Add-On Management.
- Select Update configuration on the right of the target add-on.
- On the Update Add-On pop-up page, configure add-on parameters as needed and click Done.
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