Long inference time when using SMD's Mask R-CNN

[fabmeyer]

@akarazniewicz is it normal to get a very long inference time when using SMD's Mask R-CNN model on an arbitrary CPU? I get between 10s and 30s depending on image size (64px height up to 2048px height). Or am I doing something wrong here?