thanks for the reply.
Actually,I found the big speed difference when running on GPU, and then I tested it on CPU, I measured timing like that:

image.jpg1142×878 134 KB

I am not sure if this method is right.
Now I tested it again. the one without bmm is:

and with bmm:

So, can you tell what makes that big difference?