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lines changed Original file line number Diff line number Diff line change @@ -349,10 +349,15 @@ simplifcation is made for usability reasons and the emprical
349349observation that neither any CVODES example codes nor Julia's
350350DifferentialEquations.jl package does facilitate a vector absolute
351351tolerance for the backward quadrature integration. A user may work
352- around this limitation by scaling the states and the parameters which
353- will affect the order of the gradients accordingly and therefore
354- change the tolerance checks of CVODES whenever a gradient approaches
355- zero.
352+ around this limitation to some extent by scaling the states and the
353+ parameters which will affect the order of the gradients accordingly
354+ and therefore change the tolerance checks of CVODES whenever a
355+ gradient approaches zero. As the lack of the feature of a vector
356+ absolute tolerance for the parameter quadratures may potentially pose
357+ a limitation for future uses of the adjoint ODE solver, the
358+ implementation in stan-math should be written in an manner allowing
359+ for an inclusion of this feature at a later time (for example through
360+ an overload of the proposed signature).
356361
357362# Rationale and alternatives
358363[ rationale-and-alternatives ] : #rationale-and-alternatives
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