Where can I see “heavy” examples of neural networks that require GPU power to train?

Question

Neural networks

Good afternoon.
Advise which samples, examples from tensorflow / keras load the GPU well?
Or are there heavy data sets in the public domain with examples of their processing that cannot be processed quickly on the processor?
I'm now measuring the performance of hardware on various configurations:
Different CPUs, different video cards (from 1060 to 1080ti in the amount of 5-6 pieces at each stand).
The goal is to select the optimal hardware configuration of the stand for the work of employees of the ML direction.
CIFAR10 with code https://www.tensorflow.org/tutorials/images/deep_cnn don't offer. The script runs very quickly, even if you specify max_steps at 1 million. And I'm already tired of looking forever at the end result of 0.86.

Answer 1

You can drive this grid here:
https://github.com/davidsandberg/facenet
In general, it's best to ask the guys for whom you are preparing computers for examples, they know exactly what is relevant to them :)