I deployed a model to an async endpoint in SageMaker. I am having an issue when invoking the async endpoint, when I use a video that is 300 MB for invocation I get the following error:
(Timed out uploading object)
After investigating the CloudWatch data-logs of this endpoint I found the following error:
(Downloading the request payload took more than the allowed 120 seconds.)
Although async endpoints support payload size up to 1 GB according to this documentation, I am having trouble making inferences for a 300 MB file. Is there a solution for this error? Is there a way to edit the RequestDownloadLatency limit?