To implement an attention mechanism we need to compute scalar values for each position and exponentiate them with an appropriate correction so that the sum of their exponentials equals 1.Python Copy w_q = C.parameter((200,1), init=C.glorot_normal()) w_a = C.parameter((200,1), init...
has Euler's constant, e, as its base. Given that e must be exponentiated to determine the dollar amount of the return on investment, the natural logarithm can then be used to calculate the rate of return as a percentage.