This work solves the simple regression problem y = sinx + x. It compares plain fully conected network with resnet MLP, in addition I tried identity pretrain on the network with f(x) = x to see whether it will increase the performance (Actually NO).
Pytorch with cpu Version
python iden.py
Resnet converge faster and more accurate than the plain MLP.
