Invoke streaming timeout error

I stumbled upon this error when invoking the streaming endpoint using boto3:

An error occurred (ModelStreamError) when calling the InvokeEndpointWithResponseStream operation: Your model primary did not complete sending the inference response in the allotted time. 

Is there any way to increase the timeout period? I don't want to use async-invoke.