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How much GPU vram do I need for normxcorr2 in a large image?

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Younghoon Kim
Younghoon Kim 2020년 10월 4일
편집: Younghoon Kim 2020년 10월 4일
I have large tiff images from svs files
each file is about 10,000x10,000 pixels and 100~300MBs.
I changed these to gpu arrays, grayscaled them with rgb2gray, and tried normxcorr2 but
an error resulted in insufficient memory when running normxcorr2. My gpu is a single rtx2080super with 8GB of vram.
However, I had no problem doing the exact same thing when I imported the tiff files with imread() only and 32GB of total system memory.
Moreover, I could do normxcorr2 with gpu array when smaller images were used(as stated in the manual).
How much memory will I need to run normxcorr2 with gpu arrary of large images?
I think my process will be much faster with gpu then cpu.

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