Open the SageMaker Profiler UI application
You can access the SageMaker Profiler UI application through the following options.
Topics
Option 1: Launch the SageMaker Profiler UI from the domain details page
If you have access to the SageMaker AI console, you can take this option.
Navigate to the domain details page
The following procedure shows how to navigate to the domain details page.
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Open the Amazon SageMaker AI console at https://console.aws.amazon.com/sagemaker/
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On the left navigation pane, choose domains.
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From the list of domains, select the domain in which you want to launch the SageMaker Profiler application.
Launch the SageMaker Profiler UI application
The following procedure shows how to launch the SageMaker Profiler application that is scoped to a user profile.
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On the domain details page, choose the User profiles tab.
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Identify the user profile for which you want to launch the SageMaker Profiler UI application.
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Choose Launch for the selected user profile, and choose Profiler.
Option 2: Launch the SageMaker Profiler UI application from the SageMaker Profiler landing page in the SageMaker AI console
The following procedure describes how to launch the SageMaker Profiler UI application from the SageMaker Profiler landing page in the SageMaker AI console. If you have access to the SageMaker AI console, you can take this option.
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Open the Amazon SageMaker AI console at https://console.aws.amazon.com/sagemaker/
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On the left navigation pane, choose Profiler.
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Under Get started, select the domain in which you want to launch the Studio Classic application. If your user profile only belongs to one domain, you do not see the option for selecting a domain.
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Select the user profile for which you want to launch the SageMaker Profiler UI application. If there is no user profile in the domain, choose Create user profile. For more information about creating a new user profile, see Add user profiles.
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Choose Open Profiler.
Option 3: Use the application launcher function in the SageMaker AI Python SDK
If you are a SageMaker AI domain user and have access only to SageMaker Studio, you
can access the SageMaker Profiler UI application through SageMaker Studio Classic by running the sagemaker.interactive_apps.detail_profiler_app.DetailProfilerApp
Note that SageMaker Studio Classic is the previous Studio UI experience before re:Invent
2023, and is migrated as an application into a newly designed Studio UI at
re:Invent 2023. The SageMaker Profiler UI application is available at SageMaker AI domain level,
and thus requires your domain ID and user profile name. Currently, the
DetailedProfilerApp function only works within the SageMaker Studio Classic
application; the function properly takes in the domain and user profile
information from SageMaker Studio Classic.
For domain, domain users, and Studio created before re:Invent 2023,
Studio Classic would be the default experience unless you have updated it following the
instructions at Migrating from
Amazon SageMaker Studio Classic. If this is your case, there's no further action needed,
and you can directly launch the SageMaker Profiler UI application by running the
DetailProfilerApp funciton.
If you created a new domain and Studio after re:Invent 2023, launch the
Studio Classic application within the Studio UI and then run the
DetailProfilerApp function to launch the SageMaker Profiler UI
application.
Note that the DetailedProfilerApp function doesn’t work in other SageMaker AI
machine learning IDEs, such as the SageMaker Studio JupyterLab application, the
SageMaker Studio Code Editor application, and SageMaker Notebook instances. If you run the
DetailedProfilerApp function in those IDEs, it returns a URL to the
Profiler landing page in the SageMaker AI console, instead of a direct link to open the
Profiler UI application.
