Comments (1)
deqings
commented on May 11, 2024
1
Very likely 11G memory is insufficient for 1080p (1920x1080). For reference, HD1K resolution image pairs (2560x1080) caused out of memory error on TitanX with 12G memory. we needed to use NVIDIA Volta 100 with 16G memory.
You could downsample the image by half as input to the network and then upsample and rescale the output flow to the original resolution. The performance loss is about 10%.
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