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Selected evaluation results of the networks during training as a function of the number of epochs. Evaluation was performed with the set of 29 evaluation signals, separate from the training data, for the selected configurations of networks: Nl = {1, 2}, Nh = {4, 32} and input data size: L = {4, 32} and sampling: S = {1, 2, 4, 8, 10, 16}. The loss is calculated as an average evaluation loss of all of the evaluation signals.
