Looking at cache.xml, there is a parameter/argument named default lifetime.
It seems that this is not set as the container contains '' as a value for a parameter that's clearly supposed to be an integer.
This is a problem in php 7.1 as '' is not a valid integer and thus php emits a warning Warning: A non-numeric value encountered

This can be clearly seen when running app/console cache:clear on php 7.1