This page provides information about the AutoML Tables quotas and limits.
By default, your project has the following AutoML Tables quotas:
|Concurrent model creation requests||10|
|Concurrent batch prediction requests||5|
|Online prediction requests per minute||3000|
|Online prediction requests with feature importance per minute||50|
Checking your quotas
To check the current quotas for AutoML Tables resources in your project, go to the Quotas page in the Google Cloud 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 Google Cloud 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.
In the Quotas page, select Cloud AutoML in the Services dropdown list.
Select the quotas you want to change.
Click EDIT QUOTAS.
Fill out your name, email, and phone number and click Next.
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.
AutoML Tables enforces the following limits on training data:
- Maximum size of 100 GB.
- Between 1,000 and 200,000,000 rows.
- Between 2 and 1,000 columns.
- At most 5 dataset imports can be running concurrently.
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.