For anyone else having this issue, in the openapi-functions.yaml under the x-google-backend you should had the attribut deadline and set it to whatever value in seconds you want.

Here is the hidden documentation https://cloud.google.com/endpoints/docs/openapi/openapi-extensions#deadline

Issue related: https://github.com/GoogleCloudPlatform/esp-v2/issues/4