3 ms·
Ah, thanks, I'm familiar with those papers and the spinoff. Great job! :) I just find it mindblowing how efficient GPUs are at processing this kind of data. I'
by Aeolos 11y ago
Ah, thanks, I'm familiar with those papers and the spinoff. Great job! :)
I just find it mindblowing how efficient GPUs are at processing this kind of data. I've written implementations for a 6-core DSP (40K ascans/s), modern 4-core CPUs (~70K), 12-core server CPUs (~180K), my laptop's AMD GPU (>120K), a desktop Nvidia 980 GPU (more ascans/s than I care to benchmark.) From a price/performance/simplicity point of view, the GPU outperforms anything else out there right now.
Right now I'm putting this extra computing power to improving quality in other ways than the regular OCT signal processing pipeline. 1M+ ascans/s OCT is great because it opens up new use-cases - I'd love to work on those one day in the future - but there's still a surprising amount of untapped potential in 100K OCT (in the sense that 100K + better processing can actually give better image quality than 1M + typical processing.)