I am trying to run the "semanticseg" function on an image with size (8557×11377) and my own custom network, and I receive the error:
Error using nnet.internal.cnngpu.convolveForward2D
Maximum variable size allowed on the device is exceeded.
I expect MATLAB to tile the image, run the semantic segmentation, and reassemble the tile, but I am receiving this error on a windows laptop with a GTX 1070 card.
The two questions I have are:
1) Why do I receive this error message?
2) I would like to know what the maximum allowed image size I can have with my own custom network when running the "semanticseg" function.