Tensorflow object detection: Coco precision metrics return -1 for all steps, no bounding boxes drawn?

Question

I am in the process of training a faster rcnn from the tensorflow model zoo (faster_rcnn_resnet50_v1_1024x1024_coco17_tpu-8). When evaluating, the coco metrics returned are