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  • Ulf Morys thinks this is interesting:

fter each training step, we can see that the value from the loss function decreases

From

Cover of Recurrent Neural Networks with Python Quick Start Guide

Note

...only if the back propagation algorithm works properly - or we do not get caught in a local minimum.