[TF2] Unit test + pkg_constant change.

[picciama]

Changed the default pkg_constant for batchglm autograd to False since it runs double the time compared to analytic differentiation.

Added a unit test to compare numpy with tf2 DE results based on fitted coefficients, pval, qval and logfoldchange. Please have a look at it, since it may need some threshold adjustments.