AWS Fundamentals Logo
AWS Fundamentals

AWS Amazon Machine Learning Service Limits

14 quotas for Amazon Machine Learning. 11 can be increased.

QuotaDefaultStatus
Total rate of all real-time prediction requests

Total rate of all real-time prediction requests

throughput
10,000
count
Adjustable
Classes for multiclass ML models

Classes for multiclass ML models

general
100
count
Adjustable
Variables per data file

Variables per data file

storage
1,000
count
Adjustable
Training data size

Training data size

storage
100
Gigabytes
Adjustable
Recipe complexity

Recipe complexity

general
10,000
count
Adjustable
Job runtime

Job runtime

general
7
count
Fixed
Batch prediction input size

Batch prediction input size

storage
1
Terabytes
Adjustable
ML model size

ML model size

storage
2
Gigabytes
Fixed
Simultaneous jobs

Simultaneous jobs

general
25
count
Adjustable
Observation size

Observation size

storage
100
Kilobytes
Adjustable
Batch prediction input records

Batch prediction input records

general
100,000,000
count
Adjustable
Total RAM for all real-time prediction endpoints

Total RAM for all real-time prediction endpoints

networking
10
Gigabytes
Adjustable
Rate of real-time prediction requests per endpoint

Rate of real-time prediction requests per endpoint

throughput
200
count
Adjustable
Tags per object

Tags per object

storage
50
count
Fixed

How to Request a Quota Increase

  1. 1Open the AWS Service Quotas console.
  2. 2Select Amazon Machine Learning from the service list.
  3. 3Find the quota and click "Request increase".
  4. 4Enter the desired value and submit. Most increases are approved within a few hours.

Learn AWS the Practical Way

Our bi-weekly newsletter teaches hands-on AWS fundamentals. No certification fluff - just practical knowledge.

Subscribe to Newsletter

Learn AWS the Practical Way

Our bi-weekly newsletter teaches hands-on AWS fundamentals. No certification fluff - just practical knowledge.

Subscribe to Newsletter

Quick Stats

Total Quotas14
Adjustable11
Fixed3
Commonly Hit0