`get_initial_values` does not forward kwargs properly

[DhairyaLGandhi]

Describe the bug 🐞

get_initial_values(..., ::OverrideInit, ...) does not pass in kwargs to the actual solve call. This can lead to falling back to automatic sensealg selection even if a sensealg is passed, causing extra latency. Ref

SciMLBase.jl/src/initialization.jl

Line 222 in f5b6ba7

function get_initial_values(prob, valp, f, alg::OverrideInit,

and SciML/SciMLSensitivity.jl#1168

cc @SebastianM-C

Expected behavior

A clear and concise description of what you expected to happen.

Minimal Reproducible Example 👇

Without MRE, we would only be able to help you to a limited extent, and attention to the issue would be limited. to know more about MRE refer to wikipedia and stackoverflow.

using SciMLStructures
using SciMLBase
using SciMLSensitivity

_prob = ODEProblem(...)
tunables, repack, _ = canonicalize(Tunable(), parameter_values(_prob))
gradient(tunables) do tunables
    prob = remake(_prob, p = repack(tunables))
    new_u0, new_p, _ = SciMLBase.get_initial_values(prob, prob, prob.f, SciMLBase.OverrideInit(), Val(true); sensealg = GaussAdjoint(autojacvec = ZygoteVJP()))
    sum(new_u0) + sum(new_p.tunable)
end

┌ Warning: Potential performance improvement omitted. ReverseDiffVJP tried and failed in the automated AD choice algorithm. To show the stack trace, set SciMLSensitivity.STACKTRACE_WITH_VJPWARN[] = true. To turn off this printing, add `verbose = false` to the `solve` call.
└ @ SciMLSensitivity ~/Downloads/arpa/jsmo/t2/SciMLSensitivity.jl/src/concrete_solve.jl:67

Environment (please complete the following information):

• Output of using Pkg; Pkg.status()

• Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)

• Output of versioninfo()

Additional context

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