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SciML / RecursiveArrayTools.jl

Tools for easily handling objects like arrays of arrays and deeper nestings in scientific machine learning (SciML) and other applications
https://docs.sciml.ai/RecursiveArrayTools/stable/
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ArrayPartition Incompatible for Native Implicit SDE Solvers #358

Closed felciabatta closed 2 days ago

felciabatta commented 4 months ago

Bug Description 🐞

Using ArrayPartition fails when using implicit solvers such as SKenCarp or ImplicitEM. It seems to be fine for the explicit solver SOSRA, although I haven't tested it on any others.

The one caveat, is that it appears to depend on the array dimensions (as demonstrated below). For very small arrays, SKenCarp has no problem with the ArrayPartition, but for anything larger than this, it throws a MethodError. The error is raised because there is no strides method defined for ArrayPartition.

I "fixed" this by overloading strides method, however another MethodError is raised because there is no pointer method defined for ArrayPartition.

I suppose this makes sense, because as far as I am aware, an ArrayPartition does not correspond to single location in memory. As in, the partition is made up of multiple arrays, each of which have their own location in memory?

Expected Behavior

The native SKenCarp solver (and native solvers in general) should solve the SDE just like it would for the explicit SOSRA solver.

Minimal Reproducible Example

Obviously a very basic SDE, but demonstrates the error:

using DifferentialEquations: solve, SOSRA, SKenCarp, SDEProblem, ImplicitEM
using RecursiveArrayTools: ArrayPartition

function f!(du, u, par, t)
    dA, dB = du.x
    A, B = u.x

    @. dA = A - 1
    @. dB = -B

    return nothing
end

function g!(du, u, par, t)
    dA, dB = du.x
    @. dA = 1
    @. dB = 0
    return nothing
end

small_u0 = ArrayPartition(rand(2, 3), rand(2, 2))  # this one works fine!
slightly_larger_u0 = ArrayPartition(rand(2, 3), rand(3, 3))  # this one fails!

function example(u0, solver=SOSRA())
    prob = SDEProblem(f!, g!, u0, (0.0, 1.0))
    return solve(prob, solver; dt=0.1)
end

I also tried to overload strides (essentially the same definition as in Base):

import Base.size_to_strides
import Base.strides

strides(A::ArrayPartition) = size_to_strides(1, size(A)...)

Error & Stacktrace ⚠️

Output of julia> example(slightly_larger_u0, SKenCarp())

```julia ERROR: MethodError: no method matching strides(::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}) Closest candidates are: strides(::StaticArraysCore.SizedArray) @ StaticArrays ~/.julia/packages/StaticArrays/oOCPP/src/abstractarray.jl:20 strides(::Base.ReshapedArray) @ Base reshapedarray.jl:305 strides(::LazyArrays.ApplyMatrix{<:Any, typeof(rot180)}) @ LazyArrays ~/.julia/packages/LazyArrays/8MqhP/src/lazyoperations.jl:492 ... Stacktrace: [1] stride(A::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, k::Int64) @ Base ./abstractarray.jl:588 [2] stride1(x::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}) @ LinearAlgebra ~/.julia/juliaup/julia-1.9.3+0.x64.apple.darwin14/share/julia/stdlib/v1.9/LinearAlgebra/src/LinearAlgebra.jl:213 [3] _chkstride1 (repeats 2 times) @ ~/.julia/juliaup/julia-1.9.3+0.x64.apple.darwin14/share/julia/stdlib/v1.9/LinearAlgebra/src/LinearAlgebra.jl:219 [inlined] [4] chkstride1 @ ~/.julia/juliaup/julia-1.9.3+0.x64.apple.darwin14/share/julia/stdlib/v1.9/LinearAlgebra/src/LinearAlgebra.jl:217 [inlined] [5] aa_getrs!(trans::Char, A::Matrix{Float64}, ipiv::Vector{Int32}, B::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}; info::Base.RefValue{Int32}) @ LinearSolve ~/.julia/packages/LinearSolve/Dqpre/src/appleaccelerate.jl:166 [6] solve!(cache::LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}, alg::AppleAccelerateLUFactorization; kwargs::Base.Pairs{Symbol, Float64, Tuple{Symbol}, NamedTuple{(:reltol,), Tuple{Float64}}}) @ LinearSolve ~/.julia/packages/LinearSolve/Dqpre/src/appleaccelerate.jl:253 [7] macro expansion @ ~/.julia/packages/LinearSolve/Dqpre/src/default.jl:343 [inlined] [8] solve!(::LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}, ::LinearSolve.DefaultLinearSolver; assump::OperatorAssumptions{Nothing}, kwargs::Base.Pairs{Symbol, Float64, Tuple{Symbol}, NamedTuple{(:reltol,), Tuple{Float64}}}) @ LinearSolve ~/.julia/packages/LinearSolve/Dqpre/src/default.jl:336 [9] solve! @ ~/.julia/packages/LinearSolve/Dqpre/src/default.jl:336 [inlined] [10] #solve!#6 @ ~/.julia/packages/LinearSolve/Dqpre/src/common.jl:189 [inlined] [11] solve! @ ~/.julia/packages/LinearSolve/Dqpre/src/common.jl:188 [inlined] [12] #dolinsolve#3 @ ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/misc_utils.jl:107 [inlined] [13] dolinsolve @ ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/misc_utils.jl:83 [inlined] [14] compute_step!(nlsolver::OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}, Ξ³W::Float64) @ OrdinaryDiffEq ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/nlsolve/newton.jl:122 [15] nlsolve!(nlsolver::OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}, cache::StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, repeat_step::Bool) @ OrdinaryDiffEq ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/nlsolve/nlsolve.jl:52 [16] perform_step!(integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}, cache::StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}) @ StochasticDiffEq ~/.julia/packages/StochasticDiffEq/tdY4b/src/perform_step/kencarp.jl:209 [17] solve!(integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}) @ StochasticDiffEq ~/.julia/packages/StochasticDiffEq/tdY4b/src/solve.jl:618 [18] __solve(prob::SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, alg::SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, timeseries::Vector{Any}, ts::Vector{Any}, ks::Nothing, recompile::Type{Val{true}}; kwargs::Base.Pairs{Symbol, Float64, Tuple{Symbol}, NamedTuple{(:dt,), Tuple{Float64}}}) @ StochasticDiffEq ~/.julia/packages/StochasticDiffEq/tdY4b/src/solve.jl:7 [19] __solve (repeats 5 times) @ ~/.julia/packages/StochasticDiffEq/tdY4b/src/solve.jl:1 [inlined] [20] #solve_call#34 @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:608 [inlined] [21] solve_call @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:566 [inlined] [22] #solve_up#42 @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:1057 [inlined] [23] solve_up @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:1043 [inlined] [24] #solve#40 @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:980 [inlined] [25] example(u0::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, solver::SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}) @ Main ~/MyProject/bug-mre.jl:43 [26] top-level scope @ REPL[33]:1 ```

Then, after "fixing" the strides bug:

Output of julia> example(slightly_larger_u0, SKenCarp())

```julia ERROR: conversion to pointer not defined for ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}} Stacktrace: [1] error(s::String) @ Base ./error.jl:35 [2] unsafe_convert(#unused#::Type{Ptr{Float64}}, a::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}) @ Base ./pointer.jl:67 [3] aa_getrs!(trans::Char, A::Matrix{Float64}, ipiv::Vector{Int32}, B::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}; info::Base.RefValue{Int32}) @ LinearSolve ~/.julia/packages/LinearSolve/Dqpre/src/appleaccelerate.jl:175 [4] solve!(cache::LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}, alg::AppleAccelerateLUFactorization; kwargs::Base.Pairs{Symbol, Float64, Tuple{Symbol}, NamedTuple{(:reltol,), Tuple{Float64}}}) @ LinearSolve ~/.julia/packages/LinearSolve/Dqpre/src/appleaccelerate.jl:253 [5] macro expansion @ ~/.julia/packages/LinearSolve/Dqpre/src/default.jl:343 [inlined] [6] solve!(::LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}, ::LinearSolve.DefaultLinearSolver; assump::OperatorAssumptions{Nothing}, kwargs::Base.Pairs{Symbol, Float64, Tuple{Symbol}, NamedTuple{(:reltol,), Tuple{Float64}}}) @ LinearSolve ~/.julia/packages/LinearSolve/Dqpre/src/default.jl:336 [7] solve! @ ~/.julia/packages/LinearSolve/Dqpre/src/default.jl:336 [inlined] [8] #solve!#6 @ ~/.julia/packages/LinearSolve/Dqpre/src/common.jl:189 [inlined] [9] solve! @ ~/.julia/packages/LinearSolve/Dqpre/src/common.jl:188 [inlined] [10] #dolinsolve#3 @ ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/misc_utils.jl:107 [inlined] [11] dolinsolve @ ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/misc_utils.jl:83 [inlined] [12] compute_step!(nlsolver::OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}, Ξ³W::Float64) @ OrdinaryDiffEq ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/nlsolve/newton.jl:122 [13] nlsolve!(nlsolver::OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}, cache::StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, repeat_step::Bool) @ OrdinaryDiffEq ~/.julia/packages/OrdinaryDiffEq/NBaQM/src/nlsolve/nlsolve.jl:52 [14] perform_step!(integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}, cache::StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}) @ StochasticDiffEq ~/.julia/packages/StochasticDiffEq/tdY4b/src/perform_step/kencarp.jl:209 [15] solve!(integrator::StochasticDiffEq.SDEIntegrator{SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, Float64, SciMLBase.NullParameters, Float64, Float64, Float64, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, RODESolution{Float64, 2, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Nothing, Nothing, Vector{Float64}, NoiseProcess{Float64, 2, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_DIST), typeof(DiffEqNoiseProcess.INPLACE_WHITE_NOISE_BRIDGE), true, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, ResettableStacks.ResettableStack{Tuple{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, true}, RSWM{Float64}, Nothing, RandomNumbers.Xorshifts.Xoroshiro128Plus}, SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, StochasticDiffEq.LinearInterpolationData{Vector{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Vector{Float64}}, SciMLBase.DEStats, Nothing}, StochasticDiffEq.SKenCarpCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, OrdinaryDiffEq.NLSolver{NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, true, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Nothing, Float64, OrdinaryDiffEq.NLNewtonCache{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Float64, Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Matrix{Float64}, Matrix{Float64}, SciMLBase.UJacobianWrapper{true, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, Float64, SciMLBase.NullParameters}, ForwardColorJacCache{ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}, Tuple{Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}, Matrix{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 8}}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Vector{Vector{NTuple{8, Float64}}}, UnitRange{Int64}, Nothing}, LinearSolve.LinearCache{Matrix{Float64}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, SciMLBase.NullParameters, LinearSolve.DefaultLinearSolver, LinearSolve.DefaultLinearSolverInit{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, LinearAlgebra.QRCompactWY{Float64, Matrix{Float64}, Matrix{Float64}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Vector{Int64}}, Nothing, Nothing, Nothing, LinearAlgebra.SVD{Float64, Float64, Matrix{Float64}, Vector{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, LinearAlgebra.Cholesky{Float64, Matrix{Float64}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int32}}, Base.RefValue{Int32}}, Tuple{LinearAlgebra.LU{Float64, Matrix{Float64}, Vector{Int64}}, Base.RefValue{Int64}}, LinearAlgebra.QRPivoted{Float64, Matrix{Float64}, Vector{Float64}, Vector{Int64}}, Nothing, Nothing}, LinearSolve.InvPreconditioner{LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}}, LinearAlgebra.Diagonal{Float64, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, Float64, Bool}}}, StochasticDiffEq.SKenCarpTableau{Float64, Float64}, Nothing, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}}, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Nothing, StochasticDiffEq.SDEOptions{Float64, Float64, PIController{Float64}, typeof(DiffEqBase.ODE_DEFAULT_NORM), Nothing, CallbackSet{Tuple{}, Tuple{}}, typeof(DiffEqBase.ODE_DEFAULT_ISOUTOFDOMAIN), typeof(DiffEqBase.ODE_DEFAULT_PROG_MESSAGE), typeof(DiffEqBase.ODE_DEFAULT_UNSTABLE_CHECK), DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, DataStructures.BinaryHeap{Float64, DataStructures.FasterForward}, Nothing, Nothing, Int64, Float64, Float64, Float64, Tuple{}, Tuple{}, Tuple{}}, Nothing, Float64, Nothing, Nothing}) @ StochasticDiffEq ~/.julia/packages/StochasticDiffEq/tdY4b/src/solve.jl:618 [16] __solve(prob::SDEProblem{ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, Tuple{Float64, Float64}, true, SciMLBase.NullParameters, Nothing, SDEFunction{true, SciMLBase.FullSpecialize, typeof(f!), typeof(g!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, SymbolicIndexingInterface.SymbolCache{Nothing, Nothing, Nothing}}, typeof(g!), Base.Pairs{Symbol, Union{}, Tuple{}, NamedTuple{(), Tuple{}}}, Nothing}, alg::SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}, timeseries::Vector{Any}, ts::Vector{Any}, ks::Nothing, recompile::Type{Val{true}}; kwargs::Base.Pairs{Symbol, Float64, Tuple{Symbol}, NamedTuple{(:dt,), Tuple{Float64}}}) @ StochasticDiffEq ~/.julia/packages/StochasticDiffEq/tdY4b/src/solve.jl:7 [17] __solve (repeats 5 times) @ ~/.julia/packages/StochasticDiffEq/tdY4b/src/solve.jl:1 [inlined] [18] #solve_call#34 @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:608 [inlined] [19] solve_call @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:566 [inlined] [20] #solve_up#42 @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:1057 [inlined] [21] solve_up @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:1043 [inlined] [22] #solve#40 @ ~/.julia/packages/DiffEqBase/eTCPy/src/solve.jl:980 [inlined] [23] example(u0::ArrayPartition{Float64, Tuple{Matrix{Float64}, Matrix{Float64}}}, solver::SKenCarp{0, true, Nothing, typeof(OrdinaryDiffEq.DEFAULT_PRECS), Val{:central}, true, nothing, NLNewton{Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}}, Float64, :Predictive}) @ Main ~/MyProject/bug-mre.jl:47 [24] top-level scope @ REPL[33]:1 ```

Environment

Output of pkg> status

```julia Status `~/MyProject/Project.toml` [6e4b80f9] BenchmarkTools v1.4.0 [0c46a032] DifferentialEquations v7.12.0 [b4f34e82] Distances v0.10.11 [a98d9a8b] Interpolations v0.15.1 [b946abbf] NaNStatistics v0.6.34 βŒ… [91a5bcdd] Plots v1.39.0 [c46f51b8] ProfileView v1.7.2 βŒ… [731186ca] RecursiveArrayTools v3.3.3 βŒ… [0c5d862f] Symbolics v5.14.1 ```

Output of pkg> status -m

```julia Status `~/MyProject/Manifest.toml` [47edcb42] ADTypes v0.2.6 βŒ… [c3fe647b] AbstractAlgebra v0.34.7 [1520ce14] AbstractTrees v0.4.5 βŒ… [79e6a3ab] Adapt v3.7.2 βŒ… [ec485272] ArnoldiMethod v0.2.0 [4fba245c] ArrayInterface v7.7.1 [4c555306] ArrayLayouts v1.6.0 [13072b0f] AxisAlgorithms v1.1.0 [aae01518] BandedMatrices v1.5.0 [6e4b80f9] BenchmarkTools v1.4.0 [e2ed5e7c] Bijections v0.1.6 [d1d4a3ce] BitFlags v0.1.8 [62783981] BitTwiddlingConvenienceFunctions v0.1.5 βŒƒ [764a87c0] BoundaryValueDiffEq v5.6.0 [fa961155] CEnum v0.5.0 [2a0fbf3d] CPUSummary v0.2.4 [159f3aea] Cairo v1.0.5 [49dc2e85] Calculus v0.5.1 [d360d2e6] ChainRulesCore v1.21.1 [fb6a15b2] CloseOpenIntervals v0.1.12 [523fee87] CodecBzip2 v0.8.2 [944b1d66] CodecZlib v0.7.4 [35d6a980] ColorSchemes v3.24.0 [3da002f7] ColorTypes v0.11.4 [c3611d14] ColorVectorSpace v0.10.0 [5ae59095] Colors v0.12.10 [861a8166] Combinatorics v1.0.2 [38540f10] CommonSolve v0.2.4 [bbf7d656] CommonSubexpressions v0.3.0 [34da2185] Compat v4.13.0 [b152e2b5] CompositeTypes v0.1.3 [2569d6c7] ConcreteStructs v0.2.3 [f0e56b4a] ConcurrentUtilities v2.3.1 [187b0558] ConstructionBase v1.5.4 [d38c429a] Contour v0.6.2 [adafc99b] CpuId v0.3.1 [a8cc5b0e] Crayons v4.1.1 [9a962f9c] DataAPI v1.16.0 [864edb3b] DataStructures v0.18.16 [e2d170a0] DataValueInterfaces v1.0.0 βŒƒ [bcd4f6db] DelayDiffEq v5.45.1 [8bb1440f] DelimitedFiles v1.9.1 βŒƒ [2b5f629d] DiffEqBase v6.145.6 βŒ… [459566f4] DiffEqCallbacks v2.36.1 [77a26b50] DiffEqNoiseProcess v5.20.1 [163ba53b] DiffResults v1.1.0 [b552c78f] DiffRules v1.15.1 [0c46a032] DifferentialEquations v7.12.0 [b4f34e82] Distances v0.10.11 [31c24e10] Distributions v0.25.107 [ffbed154] DocStringExtensions v0.9.3 βŒ… [5b8099bc] DomainSets v0.6.7 [fa6b7ba4] DualNumbers v0.6.8 [7c1d4256] DynamicPolynomials v0.5.5 [4e289a0a] EnumX v1.0.4 [f151be2c] EnzymeCore v0.6.5 [460bff9d] ExceptionUnwrapping v0.1.10 βŒ… [d4d017d3] ExponentialUtilities v1.25.0 [e2ba6199] ExprTools v0.1.10 [c87230d0] FFMPEG v0.4.1 [9d29842c] FastAlmostBandedMatrices v0.1.0 [7034ab61] FastBroadcast v0.2.8 [9aa1b823] FastClosures v0.3.2 [29a986be] FastLapackInterface v2.0.1 [5789e2e9] FileIO v1.16.2 [1a297f60] FillArrays v1.9.3 [6a86dc24] FiniteDiff v2.22.0 [53c48c17] FixedPointNumbers v0.8.4 [08572546] FlameGraphs v1.0.0 [59287772] Formatting v0.4.2 [f6369f11] ForwardDiff v0.10.36 [069b7b12] FunctionWrappers v1.1.3 [77dc65aa] FunctionWrappersWrappers v0.1.3 [d9f16b24] Functors v0.4.7 βŒƒ [46192b85] GPUArraysCore v0.1.5 βŒ… [28b8d3ca] GR v0.72.10 [c145ed77] GenericSchur v0.5.3 [a2bd30eb] Graphics v1.1.2 [86223c79] Graphs v1.9.0 [42e2da0e] Grisu v1.0.2 βŒ… [0b43b601] Groebner v0.5.1 βŒ… [d5909c97] GroupsCore v0.4.2 [4c0ca9eb] Gtk v1.3.0 βŒ… [8710efd8] GtkObservables v1.2.9 [cd3eb016] HTTP v1.10.2 [3e5b6fbb] HostCPUFeatures v0.1.16 [34004b35] HypergeometricFunctions v0.3.23 [615f187c] IfElse v0.1.1 [9b13fd28] IndirectArrays v1.0.0 [d25df0c9] Inflate v0.1.4 [18e54dd8] IntegerMathUtils v0.1.2 [a98d9a8b] Interpolations v0.15.1 [8197267c] IntervalSets v0.7.10 [92d709cd] IrrationalConstants v0.2.2 [82899510] IteratorInterfaceExtensions v1.0.0 [1019f520] JLFzf v0.1.7 [692b3bcd] JLLWrappers v1.5.0 [682c06a0] JSON v0.21.4 [ccbc3e58] JumpProcesses v9.10.1 βŒ… [ef3ab10e] KLU v0.4.1 [ba0b0d4f] Krylov v0.9.5 [b964fa9f] LaTeXStrings v1.3.1 [2ee39098] LabelledArrays v1.15.1 [984bce1d] LambertW v0.4.6 [23fbe1c1] Latexify v0.16.1 [10f19ff3] LayoutPointers v0.1.15 [50d2b5c4] Lazy v0.15.1 [5078a376] LazyArrays v1.8.3 [1d6d02ad] LeftChildRightSiblingTrees v0.2.0 [2d8b4e74] LevyArea v1.0.0 [d3d80556] LineSearches v7.2.0 βŒ… [7ed4a6bd] LinearSolve v2.22.1 [2ab3a3ac] LogExpFunctions v0.3.27 [e6f89c97] LoggingExtras v1.0.3 [bdcacae8] LoopVectorization v0.12.166 [1914dd2f] MacroTools v0.5.13 [d125e4d3] ManualMemory v0.1.8 [b8f27783] MathOptInterface v1.25.3 [a3b82374] MatrixFactorizations v2.1.0 [bb5d69b7] MaybeInplace v0.1.1 [739be429] MbedTLS v1.1.9 [442fdcdd] Measures v0.3.2 [85b6ec6f] MethodAnalysis v0.4.13 [e1d29d7a] Missings v1.1.0 [46d2c3a1] MuladdMacro v0.2.4 [102ac46a] MultivariatePolynomials v0.5.4 [d8a4904e] MutableArithmetics v1.4.1 [d41bc354] NLSolversBase v7.8.3 [2774e3e8] NLsolve v4.5.1 [77ba4419] NaNMath v1.0.2 [b946abbf] NaNStatistics v0.6.34 βŒ… [8913a72c] NonlinearSolve v3.4.0 [510215fc] Observables v0.5.5 [6fe1bfb0] OffsetArrays v1.13.0 [4d8831e6] OpenSSL v1.4.1 [429524aa] Optim v1.9.2 [bac558e1] OrderedCollections v1.6.3 βŒ… [1dea7af3] OrdinaryDiffEq v6.66.0 [90014a1f] PDMats v0.11.31 [65ce6f38] PackageExtensionCompat v1.0.2 [d96e819e] Parameters v0.12.3 [69de0a69] Parsers v2.8.1 [b98c9c47] Pipe v1.3.0 [ccf2f8ad] PlotThemes v3.1.0 [995b91a9] PlotUtils v1.4.0 βŒ… [91a5bcdd] Plots v1.39.0 [e409e4f3] PoissonRandom v0.4.4 [f517fe37] Polyester v0.7.9 [1d0040c9] PolyesterWeave v0.2.1 [85a6dd25] PositiveFactorizations v0.2.4 βŒ… [d236fae5] PreallocationTools v0.4.13 [aea7be01] PrecompileTools v1.2.0 [21216c6a] Preferences v1.4.1 [08abe8d2] PrettyTables v2.3.1 [27ebfcd6] Primes v0.5.5 [c46f51b8] ProfileView v1.7.2 [1fd47b50] QuadGK v2.9.4 [74087812] Random123 v1.6.2 [fb686558] RandomExtensions v0.4.4 [e6cf234a] RandomNumbers v1.5.3 [c84ed2f1] Ratios v0.4.5 [3cdcf5f2] RecipesBase v1.3.4 [01d81517] RecipesPipeline v0.6.12 βŒ… [731186ca] RecursiveArrayTools v3.3.3 [f2c3362d] RecursiveFactorization v0.2.21 [189a3867] Reexport v1.2.2 [05181044] RelocatableFolders v1.0.1 [ae029012] Requires v1.3.0 [ae5879a3] ResettableStacks v1.1.1 [79098fc4] Rmath v0.7.1 [d5f540fe] RoundingIntegers v1.1.0 [7e49a35a] RuntimeGeneratedFunctions v0.5.12 [fdea26ae] SIMD v3.4.6 [94e857df] SIMDTypes v0.1.0 [476501e8] SLEEFPirates v0.6.42 βŒ… [0bca4576] SciMLBase v2.15.2 [c0aeaf25] SciMLOperators v0.3.7 [6c6a2e73] Scratch v1.2.1 [efcf1570] Setfield v1.1.1 [992d4aef] Showoff v1.0.3 [777ac1f9] SimpleBufferStream v1.1.0 βŒ… [727e6d20] SimpleNonlinearSolve v1.4.0 [699a6c99] SimpleTraits v0.9.4 [ce78b400] SimpleUnPack v1.1.0 [a2af1166] SortingAlgorithms v1.2.1 [47a9eef4] SparseDiffTools v2.17.0 [e56a9233] Sparspak v0.3.9 [276daf66] SpecialFunctions v2.3.1 βŒ… [aedffcd0] Static v0.8.9 [0d7ed370] StaticArrayInterface v1.5.0 [90137ffa] StaticArrays v1.9.2 [1e83bf80] StaticArraysCore v1.4.2 [82ae8749] StatsAPI v1.7.0 [2913bbd2] StatsBase v0.34.2 [4c63d2b9] StatsFuns v1.3.1 [9672c7b4] SteadyStateDiffEq v2.0.1 [789caeaf] StochasticDiffEq v6.65.0 [7792a7ef] StrideArraysCore v0.5.2 [892a3eda] StringManipulation v0.3.4 [c3572dad] Sundials v4.24.0 βŒ… [2efcf032] SymbolicIndexingInterface v0.3.1 [d1185830] SymbolicUtils v1.5.0 βŒ… [0c5d862f] Symbolics v5.14.1 [3783bdb8] TableTraits v1.0.1 [bd369af6] Tables v1.11.1 [62fd8b95] TensorCore v0.1.1 [8290d209] ThreadingUtilities v0.5.2 [a759f4b9] TimerOutputs v0.5.23 [3bb67fe8] TranscodingStreams v0.10.3 [d5829a12] TriangularSolve v0.1.20 [410a4b4d] Tricks v0.1.8 [781d530d] TruncatedStacktraces v1.4.0 [5c2747f8] URIs v1.5.1 [3a884ed6] UnPack v1.0.2 [1cfade01] UnicodeFun v0.4.1 [1986cc42] Unitful v1.19.0 [45397f5d] UnitfulLatexify v1.6.3 [a7c27f48] Unityper v0.1.6 [41fe7b60] Unzip v0.2.0 βŒ… [3d5dd08c] VectorizationBase v0.21.64 [19fa3120] VertexSafeGraphs v0.2.0 [efce3f68] WoodburyMatrices v1.0.0 [7b86fcea] ATK_jll v2.38.0+0 [6e34b625] Bzip2_jll v1.0.8+1 [83423d85] Cairo_jll v1.16.1+1 [ee1fde0b] Dbus_jll v1.12.16+3 [2702e6a9] EpollShim_jll v0.0.20230411+0 [2e619515] Expat_jll v2.5.0+0 βŒ… [b22a6f82] FFMPEG_jll v4.4.4+1 [a3f928ae] Fontconfig_jll v2.13.93+0 [d7e528f0] FreeType2_jll v2.13.1+0 [559328eb] FriBidi_jll v1.0.10+0 [0656b61e] GLFW_jll v3.3.9+0 βŒ… [d2c73de3] GR_jll v0.72.10+0 [77ec8976] GTK3_jll v3.24.31+0 [78b55507] Gettext_jll v0.21.0+0 [7746bdde] Glib_jll v2.76.5+0 [3b182d85] Graphite2_jll v1.3.14+0 [2e76f6c2] HarfBuzz_jll v2.8.1+1 [1d5cc7b8] IntelOpenMP_jll v2024.0.2+0 [aacddb02] JpegTurbo_jll v3.0.1+0 [c1c5ebd0] LAME_jll v3.100.1+0 [88015f11] LERC_jll v3.0.0+1 [1d63c593] LLVMOpenMP_jll v15.0.7+0 [dd4b983a] LZO_jll v2.10.1+0 [42c93a91] Libepoxy_jll v1.5.10+0 βŒ… [e9f186c6] Libffi_jll v3.2.2+1 [d4300ac3] Libgcrypt_jll v1.8.7+0 [7e76a0d4] Libglvnd_jll v1.6.0+0 [7add5ba3] Libgpg_error_jll v1.42.0+0 [94ce4f54] Libiconv_jll v1.17.0+0 [4b2f31a3] Libmount_jll v2.35.0+0 [925c91fb] Librsvg_jll v2.54.5+0 βŒ… [89763e89] Libtiff_jll v4.5.1+1 [38a345b3] Libuuid_jll v2.36.0+0 [856f044c] MKL_jll v2024.0.0+0 [e7412a2a] Ogg_jll v1.3.5+1 [458c3c95] OpenSSL_jll v3.0.13+0 [efe28fd5] OpenSpecFun_jll v0.5.5+0 [91d4177d] Opus_jll v1.3.2+0 [36c8627f] Pango_jll v1.50.14+0 [30392449] Pixman_jll v0.42.2+0 [c0090381] Qt6Base_jll v6.5.3+1 [f50d1b31] Rmath_jll v0.4.0+0 βŒ… [fb77eaff] Sundials_jll v5.2.1+0 [a44049a8] Vulkan_Loader_jll v1.3.243+0 [a2964d1f] Wayland_jll v1.21.0+1 [2381bf8a] Wayland_protocols_jll v1.31.0+0 [02c8fc9c] XML2_jll v2.12.2+0 [aed1982a] XSLT_jll v1.1.34+0 [ffd25f8a] XZ_jll v5.4.6+0 [f67eecfb] Xorg_libICE_jll v1.0.10+1 [c834827a] Xorg_libSM_jll v1.2.3+0 [4f6342f7] Xorg_libX11_jll v1.8.6+0 [0c0b7dd1] Xorg_libXau_jll v1.0.11+0 [3c9796d7] Xorg_libXcomposite_jll v0.4.5+4 [935fb764] Xorg_libXcursor_jll v1.2.0+4 [0aeada51] Xorg_libXdamage_jll v1.1.5+4 [a3789734] Xorg_libXdmcp_jll v1.1.4+0 [1082639a] Xorg_libXext_jll v1.3.4+4 [d091e8ba] Xorg_libXfixes_jll v5.0.3+4 [a51aa0fd] Xorg_libXi_jll v1.7.10+4 [d1454406] Xorg_libXinerama_jll v1.1.4+4 [ec84b674] Xorg_libXrandr_jll v1.5.2+4 [ea2f1a96] Xorg_libXrender_jll v0.9.10+4 [b6f176f1] Xorg_libXtst_jll v1.2.3+4 [14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0 [c7cfdc94] Xorg_libxcb_jll v1.15.0+0 [cc61e674] Xorg_libxkbfile_jll v1.1.2+0 [e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0 [12413925] Xorg_xcb_util_image_jll v0.4.0+1 [2def613f] Xorg_xcb_util_jll v0.4.0+1 [975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1 [0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1 [c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1 [35661453] Xorg_xkbcomp_jll v1.4.6+0 [33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0 [c5fb5394] Xorg_xtrans_jll v1.5.0+0 [3161d3a3] Zstd_jll v1.5.5+0 βŒ… [b437f822] adwaita_icon_theme_jll v3.33.93+0 [de012916] at_spi2_atk_jll v2.34.1+4 [0fc3237b] at_spi2_core_jll v2.34.0+4 [35ca27e7] eudev_jll v3.2.9+0 [214eeab7] fzf_jll v0.43.0+0 [da03df04] gdk_pixbuf_jll v2.42.10+0 [1a1c6b14] gperf_jll v3.1.1+0 [059c91fe] hicolor_icon_theme_jll v0.17.0+3 [bf975903] iso_codes_jll v4.15.1+0 [a4ae2306] libaom_jll v3.4.0+0 [0ac62f75] libass_jll v0.15.1+0 [2db6ffa8] libevdev_jll v1.11.0+0 [f638f0a6] libfdk_aac_jll v2.0.2+0 [36db933b] libinput_jll v1.18.0+0 [b53b4c65] libpng_jll v1.6.42+0 [f27f6e37] libvorbis_jll v1.3.7+1 [009596ad] mtdev_jll v1.1.6+0 [1270edf5] x264_jll v2021.5.5+0 [dfaa095f] x265_jll v3.5.0+0 [d8fb68d0] xkbcommon_jll v1.4.1+1 [0dad84c5] ArgTools v1.1.1 [56f22d72] Artifacts [2a0f44e3] Base64 [ade2ca70] Dates [8ba89e20] Distributed [f43a241f] Downloads v1.6.0 [7b1f6079] FileWatching [9fa8497b] Future [b77e0a4c] InteractiveUtils [4af54fe1] LazyArtifacts [b27032c2] LibCURL v0.6.3 [76f85450] LibGit2 [8f399da3] Libdl [37e2e46d] LinearAlgebra [56ddb016] Logging [d6f4376e] Markdown [a63ad114] Mmap [ca575930] NetworkOptions v1.2.0 [44cfe95a] Pkg v1.9.2 [de0858da] Printf [9abbd945] Profile [3fa0cd96] REPL [9a3f8284] Random [ea8e919c] SHA v0.7.0 [9e88b42a] Serialization [1a1011a3] SharedArrays [6462fe0b] Sockets [2f01184e] SparseArrays [10745b16] Statistics v1.9.0 [4607b0f0] SuiteSparse [fa267f1f] TOML v1.0.3 [a4e569a6] Tar v1.10.0 [8dfed614] Test [cf7118a7] UUIDs [4ec0a83e] Unicode [e66e0078] CompilerSupportLibraries_jll v1.0.5+0 [deac9b47] LibCURL_jll v7.84.0+0 [29816b5a] LibSSH2_jll v1.10.2+0 [c8ffd9c3] MbedTLS_jll v2.28.2+0 [14a3606d] MozillaCACerts_jll v2022.10.11 [4536629a] OpenBLAS_jll v0.3.21+4 [05823500] OpenLibm_jll v0.8.1+0 [efcefdf7] PCRE2_jll v10.42.0+0 [bea87d4a] SuiteSparse_jll v5.10.1+6 [83775a58] Zlib_jll v1.2.13+0 [8e850b90] libblastrampoline_jll v5.8.0+0 [8e850ede] nghttp2_jll v1.48.0+0 [3f19e933] p7zip_jll v17.4.0+0 ```

Output of julia> versioninfo()

```julia Julia Version 1.9.3 Commit bed2cd540a1 (2023-08-24 14:43 UTC) Build Info: Official https://julialang.org/ release Platform Info: OS: macOS (x86_64-apple-darwin22.4.0) CPU: 8 Γ— Intel(R) Core(TM) i7-1068NG7 CPU @ 2.30GHz WORD_SIZE: 64 LIBM: libopenlibm LLVM: libLLVM-14.0.6 (ORCJIT, icelake-client) Threads: 1 on 8 virtual cores Environment: JULIA_EDITOR = code JULIA_NUM_THREADS = ```

Additional context

The problem I am working on is a system of stiff SDEs (eg size(2,10) [ndim, nparticles]) coupled to a diffusion PDE (eg size(51,51) finite diff matrix).

I really did not want to have to unravel this into a flat vector, especially because of all the unnecessary allocations with reshaping the Arrays on every function call.

Hence why, I have tried to use ArrayPartition(rand(2,10), zeros(51,51)), since Vector{Array{Float64, 2}} is not supported, and neither is VectorOfArray.

ChrisRackauckas commented 4 months ago

I think you forgot the reproducer?

felciabatta commented 4 months ago

I think you forgot the reproducer?

@ChrisRackauckas ok, all the details are there now!

ChrisRackauckas commented 4 months ago

@AayushSabharwal looks like it's due to some missing overload in the linear algebra after one of the RAT changes?

AayushSabharwal commented 4 months ago

I don't think it's linear algebra. LinearSolve does some ccalls on Apple platforms, presumably for faster solving. To pass the array to the ccall , it tries to obtain a raw pointer for the array which won't work for ArrayPartition since the data isn't one contiguous buffer

ChrisRackauckas commented 2 days ago

This is fixed on latest versions.