Quotas and limits

This page provides information about the AutoML Tables quotas and limits.

Default quotas

By default, your project has the following AutoML Tables quotas:

Quota Value
Concurrent model creation requests 10
Deployed models 30
Concurrent batch prediction requests 5
Online prediction requests per minute 600

Checking your quotas

To check the current quotas for AutoML Tables resources in your project, go to the Quotas page in the Google Cloud Platform Console and select Cloud AutoML in the Services dropdown list.

You can see recent quota usage by going to the API Dashboard, selecting the Cloud AutoML API, and opening the Quotas tab.

Increasing your quotas

As your use of GCP expands over time, your quotas can increase accordingly. If you expect a notable upcoming increase in usage, you should make your request a few days in advance to ensure your quotas are adequately sized.

  1. In the Quotas page, select Cloud AutoML in the Services dropdown list.

  2. Select the quotas you want to change.

  3. Click EDIT QUOTAS.

  4. Fill out your name, email, and phone number and click Next.

  5. Fill in your quota request and click Submit request.

You will receive a response from the AutoML Tables team within 48 hours of your request.

Limits

AutoML Tables enforces the following limits on training data:

  • Maximum size of 100 GB.
  • Between 1,000 and 100,000,000 rows.
  • Between 2 and 1,000 columns.
  • If you are using CSV, each file must be less than 10 GB.

    You can include multiple files, up to the maximum amount of 100 GB.

If these limits are not sufficient for your use case, contact your Google account manager.

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AutoML Tables Documentation