What Base Should Be Used For Negative Log Likelihood? When calculating the negative log likelihood loss, what base of log are we supposed to use?
The change in base is equivalent to multiplying the function by a constant. It does not affect the computation.

$
log_b(x) = \dfrac{1}{log_e(b)}.log_e(x)
$