How to increase AWS Sagemaker invocation time out while waiting for a response

It’s currently not possible to increase timeout—this is an open issue in GitHub. Looking through the issue and similar questions on SO, it seems like you may be able to use batch transforms in conjunction with inference.

References

https://stackoverflow.com/a/55642675/806876

Sagemaker Python SDK timeout issue: https://github.com/aws/sagemaker-python-sdk/issues/1119