I have tested in CPU and got no better results than just few milliseconds. (for someone who may try to implement LSTM for benchmarking 
) I think some more addition is insignificant than another expensive computations, like multiplication of weight matrices, nonlinear activation functions, or even python loop itself.
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Proper way to do gradient clipping?
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