•CPU or I/O bottlenecks lead to the GPU not receiving enough work to keep busy 
Looking of the overview page where the performance recommendation section is where you’ll find potential suggestions on how to increase that GPU utilization. In this example, GPU utilization is low so the performance recommendation was to increase batch size. Increasing batch size 4 to 32, as per the performance recommendation, increased the GPU Utilization by 60.68%.