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: 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.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: 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. 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: 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. convolveforward2d, semanticseg MATLAB Answers — New Questions

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