I tried running the SegNet code web demo. When i use
caffe.set_mode_cpu()
the average frame rate is about 9 seconds per frame.
However, when I use
caffe.set_mode_gpu()
processing 107s is required to process the first frame and 5 frames per second , starting from the second frame.
Why does the GPU take longer than when using a processor when it processes the first frame? Is there a way to improve the frame rate when processing the first frame?
Thank!!!! Really need help.
source
share