Tensorflow object detection API only using CPU and Crashing

Question

Hi everyone i\'m trying to use the object detection API from Tensorflow. i\'m currently using

TF 2.2.0 and TF-GPU 2.2.0

RTX2080 cudatoolkit v10.1 CUDNN v7.6.5