Table 3 Runtime performance of TensorHolo V2 RGB-D CNNs on GPU and iPhone 13 Pro

From: End-to-end learning of 3D phase-only holograms for holographic display

 

30 layers

15 layers

8 layers

NVIDIA TITAN RTX

40 ms

25 ms

17 ms

iPhone 13 Pro

478 ms

297 ms

209 ms

  1. The numbers are reported for the CGH synthesis networks with a different number of convolution layers. When the target hologram plane offsets from the midpoint hologram, the addition of the pre-filtering CNN adds 4.8 ms for a TITAN RTX and 60 ms for an iPhone 13 Pro.
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