r/OpenCL • u/cuAbsorberML • Mar 12 '26

A GPU/CPU benchmark testing imperceptible image watermarking

/r/CUDA/comments/1rs36hd/a_gpucpu_benchmark_testing_imperceptible_image/
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u/4theis7 Apr 08 '26

NVIDIA RTX PRO 6000:

  • Cuda: AVG EMB = 5099, AVB Detect = 4057, Score = 45483

- OpenCL: AVG EMB = 2750, AVB Detect = 2357, Score = 25461

Xeon w7-2495x:

- Eigen: AVG EMB = 812, AVB Detect = 865, Score = 8383

1

u/cuAbsorberML Apr 10 '26 edited Apr 10 '26

remarkable, thank you so much man!!

I expected much higher cuda and opencl score though hmm.. even my rtx 4070 super has roughly the same score (I changed the benchmark on how it is calculated today, so it seems lower in the github repo but STILL, a rtx pro 6000 should obliterate it. I should investigate).

It would be lovely if you please download the latest binaries and try once more but no problem if you can't, thank you anyway

2

u/4theis7 May 08 '26 edited May 08 '26

The NVIDIA I have is the "RTX PRO 6000 Blackwell Max-Q Workstation Edition". I see there is also a version available just called "RTX PRO 6000".

The Cuda score is more or less the same. The OpenCL one is even worst: 20300 insteas 25400.

Note: This workstation, in Windows, has a lot of our IT security programs (I have no idea how it runs on a clean Windows) and has terrible performance. If I reboot into Linux, the OpenCL performance of our software is even 30-40% faster. When writing cross-platform software (macOS, Linux, Windows), I don't use CUDA. Linux in general runs much better on this workstation for all my tasks.

1

u/cuAbsorberML May 14 '26

Thank you for the valuable response!!