I checked GPU performance against MTCNN. However, GPU performance of MTCNN does not show a drastic difference compared to CPU.
The entire network of MTCNN is allocated to GPUs. The capture below shows the device allocation for P-Net, which is part of MTCNN.
However, some tensorflow computational modules seem to be CPU-bound.
I wonder what exactly these tensors do.
I checked GPU performance against MTCNN. However, GPU performance of MTCNN does not show a drastic difference compared to CPU.
The entire network of MTCNN is allocated to GPUs. The capture below shows the device allocation for P-Net, which is part of MTCNN.
However, some tensorflow computational modules seem to be CPU-bound.
I wonder what exactly these tensors do.