Can I resolve bottleneck problem when save images?

When I generate images using generator network like GAN and save it,

it takes too long time and I think that is from IO bottleneck.

How can I solve this problem?

Assuming you’ve profiled the code already and narrowed down that it’s indeed an IO bottleneck, you might want to use a faster storage (SSD etc.) to store the data.