Feature/python pooling

[OskarLiew]

What does this PR do?

This PR adds the ability to set the pooling method to one of cls, mean or last token when using the python backend. The main reason for this change is to enable mean pooling for my use case on intel gaudi's fork of this repository, which we use for deployment.

Fixes #414 (issue)

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