Search training plan offerings - Amazon SageMaker AI

Search training plan offerings

After you choose Training Plans in the left pane of the SageMaker AI console, and then Create training plan, a Find training plan form opens up. This form allows you to specify your requirements and search for suitable training plan offerings.

Follow these steps to complete the form:

  1. Identify your Target: Training plans are specific to their target resource. Specify whether you want to use a plan to run SageMaker training jobs or SageMaker HyperPod clusters.

  2. Choose your preferred Instance type and Instance count: For available instance types in a given AWS Region, duration, and quantity options, see Supported instance types, AWS Regions, and pricing.

  3. Define your time parameters: Choose your desired start and end dates, and specify the plan duration within this window.

  4. Choose Find training plans.

SageMaker AI console showing the Search training plan offerings page. The interface displays options to select the target resource for the plan (Training job or HyperPod cluster), specify instance type and count, set start and end dates, and input duration. A Find training plans button is visible at the bottom of the form.

SageMaker training plans search for offerings that match your capacity requirements. When matches are found within your specified time frame, they appear at the bottom of the page. Each training plan offering includes the following details:

  • Total plan duration

  • Start and end dates

  • Total upfront price:

    Hover over the price to view the detailed breakdown of instance hourly rate, instance count, and total hours

  • Total number of plan segments

Clicking the segment detail link opens a modal view with segment-specific details:

  • Duration

  • Start and end dates

  • Availability zone

SageMaker AI console showing the Search training plan offerings page with input fields for plan requirements and the Available plans section displaying details of three found plans with varying durations, prices, and availability status.

If no suitable plans are found or the available plans don't meet your needs, adjust your search criteria by modifying the parameters in the Training plans requirements form. Once you find a suitable offering, select it and choose Next to continue to the plan reservation page. On this page, you can name your plan, and then review and confirm your selection before finalizing your reservation.

Note

Plans marked Immediately available will start within 30 minutes, provided payment is completed no less than 5 minutes before the scheduled start time.