Add loss sampling for FCN operation
cabrust opened this issue · comments
Always using complete images for training reduces the number of possible batches and can lead to problems with optimization. Add spatial loss sampling by zeroing out the localized error with a certain probablity. This should be configurable. The batch size needs to be increased to account for smaller gradients.