image size? tried 224x224, but out of GPU memory on 12G Titan X

[mw66]

looks like WRN need too much GPU memory, I tried image size of 224x224, and even with depth 10 (1x6 + 4), it run out of GPU memory.

I wonder can the memory can be reduced?

Thanks.