Dear Challenge Host,
the validation image has size in 4600x2800px, which will cost much memory in GPU computer graph, but seems no mean to use such big picture in real. Most time we use image in 640x480px or bigger.
When the network became more complex, the performance will increase double, but the memory cost is increasing that limit in big picture test.
In my TITAN Xp with 12gb, the big test picture still fill the GPU memory and got cuda memory error. That real limit our research in the image dehaze competition.
Whether if the validation image in Final Evaluation could use small one? or any other help could be offered?
Sincere looking for your help.
Posted by: MKFMIKU @ Feb. 17, 2018, 3:48 p.m.Our network had trained well on our gpus but cannot test the big validation images because of memory out of use.
Posted by: MKFMIKU @ Feb. 17, 2018, 4:22 p.m.