Time-series forecasting resource limits for Autopilot
The following table lists the resource limits for time-series forecasting jobs in Amazon SageMaker Autopilot and whether or not you can adjust each limit.
| Resource limits | Default limit | Adjustable |
|---|---|---|
|
Size of input dataset |
30 GB |
Yes |
|
Size of a single Parquet file |
2 GB |
No |
|
Maximum number of rows in a dataset |
3 billion |
Yes |
|
Maximum number of grouping columns |
5 |
No |
|
Maximum number of numerical features |
13 |
No |
|
Maximum number of categorical features |
10 |
No |
|
Maximum number of time-series (unique combinations of item and grouping columns) per dataset |
5,000,000 |
Yes |
|
Maximum Forecast horizon |
500 |
Yes |
