GDINO - separate BERT into a standalone encoder stage for easy quantization

[rhysdg]

• One thing we do know for certain is that that onnxruntime now have BERT support via their transformer optimizer, it;d be great to pull this out and treat it for either mixed precision or quant.
• The rest of the network can then become a self contained optimisation problem or remain as a torch eager execution with an AMP context