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layumi avatar layumi commented on June 21, 2024

@ikvision thank you!
You're right. I don't change some filter's weight from gpu array to single. I think Matlab will do it automatically although it gives warning.

from 2015_face_detection.

ikvision avatar ikvision commented on June 21, 2024

@layumi , from my understanding, in case the computer has no GPU matlab will create a warning with no side effects, as GpuArray will be converted to CPU on load.
But if the computer has a GPU, net24 and net48 will be loaded to GPU memory while the rest of the networks will be loaded to CPU memory. For each input image, part of the flow will run on GPU and rest will on CPU.
During test time image's pixels will be transferred from CPU to GPU and back. I think, it may cause slowdown vs a full flow on CPU as intented

from 2015_face_detection.

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