Package evaluation to test GrowthParameterEstimation on Julia 1.14.0-DEV.2058 (afc71c255e*) started at 2026-04-20T04:16:36.926


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# Set-up
#

Installing PkgEval dependencies (TestEnv)...
  Activating project at `~/.julia/environments/v1.14`

Set-up completed after 12.31s


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# Installation
#

Installing GrowthParameterEstimation...
   Resolving package versions...
   Installed GrowthParameterEstimation ─ v0.3.0
    Updating `~/.julia/environments/v1.14/Project.toml`
  [f2d48b76] + GrowthParameterEstimation v0.3.0
    Updating `~/.julia/environments/v1.14/Manifest.toml`
  [47edcb42] + ADTypes v1.21.0
  [1520ce14] + AbstractTrees v0.4.5
  [7d9f7c33] + Accessors v0.1.44
  [79e6a3ab] + Adapt v4.5.2
  [66dad0bd] + AliasTables v1.1.3
  [a95523ee] + AlmostBlockDiagonals v0.1.10
  [ec485272] + ArnoldiMethod v0.4.0
  [4fba245c] + ArrayInterface v7.24.0
  [4c555306] + ArrayLayouts v1.12.2
  [aae01518] + BandedMatrices v1.11.0
  [d1d4a3ce] + BitFlags v0.1.9
  [62783981] + BitTwiddlingConvenienceFunctions v0.1.6
  [a134a8b2] + BlackBoxOptim v0.6.4
⌃ [764a87c0] + BoundaryValueDiffEq v5.18.0
⌃ [7227322d] + BoundaryValueDiffEqAscher v1.8.0
⌅ [56b672f2] + BoundaryValueDiffEqCore v1.11.1
⌃ [85d9eb09] + BoundaryValueDiffEqFIRK v1.9.0
⌃ [1a22d4ce] + BoundaryValueDiffEqMIRK v1.9.0
⌃ [9255f1d6] + BoundaryValueDiffEqMIRKN v1.8.0
⌃ [ed55bfe0] + BoundaryValueDiffEqShooting v1.9.0
⌃ [70df07ce] + BracketingNonlinearSolve v1.12.0
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  [34da2185] + Compat v4.18.1
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⌅ [864edb3b] + DataStructures v0.18.22
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⌃ [bcd4f6db] + DelayDiffEq v5.64.0
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  [459566f4] + DiffEqCallbacks v4.14.0
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⌅ [7034ab61] + FastBroadcast v0.3.5
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⌅ [f6369f11] + ForwardDiff v0.10.39
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⌅ [77dc65aa] + FunctionWrappersWrappers v0.1.3
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⌃ [86223c79] + Graphs v1.13.1
  [42e2da0e] + Grisu v1.0.2
  [f2d48b76] + GrowthParameterEstimation v0.3.0
  [cd3eb016] + HTTP v1.11.0
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⌃ [be0214bd] + NonlinearSolveBase v2.2.0
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⌃ [26075421] + NonlinearSolveSpectralMethods v1.6.0
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⌅ [36348300] + OptimizationOptimJL v0.1.14
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⌃ [1dea7af3] + OrdinaryDiffEq v6.105.0
⌃ [89bda076] + OrdinaryDiffEqAdamsBashforthMoulton v1.8.0
⌃ [6ad6398a] + OrdinaryDiffEqBDF v1.13.0
⌅ [bbf590c4] + OrdinaryDiffEqCore v2.3.0
⌃ [50262376] + OrdinaryDiffEqDefault v1.11.0
⌅ [4302a76b] + OrdinaryDiffEqDifferentiation v1.20.0
⌃ [9286f039] + OrdinaryDiffEqExplicitRK v1.7.0
⌃ [e0540318] + OrdinaryDiffEqExponentialRK v1.11.0
⌃ [becaefa8] + OrdinaryDiffEqExtrapolation v1.12.0
⌃ [5960d6e9] + OrdinaryDiffEqFIRK v1.19.0
⌃ [101fe9f7] + OrdinaryDiffEqFeagin v1.7.0
⌃ [d3585ca7] + OrdinaryDiffEqFunctionMap v1.8.0
⌃ [d28bc4f8] + OrdinaryDiffEqHighOrderRK v1.8.0
⌃ [9f002381] + OrdinaryDiffEqIMEXMultistep v1.10.0
⌃ [521117fe] + OrdinaryDiffEqLinear v1.9.0
⌃ [1344f307] + OrdinaryDiffEqLowOrderRK v1.9.0
⌃ [b0944070] + OrdinaryDiffEqLowStorageRK v1.10.0
⌃ [127b3ac7] + OrdinaryDiffEqNonlinearSolve v1.18.1
⌃ [c9986a66] + OrdinaryDiffEqNordsieck v1.7.0
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⌃ [5b33eab2] + OrdinaryDiffEqPRK v1.7.0
⌃ [04162be5] + OrdinaryDiffEqQPRK v1.7.0
⌃ [af6ede74] + OrdinaryDiffEqRKN v1.8.0
⌃ [43230ef6] + OrdinaryDiffEqRosenbrock v1.21.0
⌃ [2d112036] + OrdinaryDiffEqSDIRK v1.10.0
⌃ [669c94d9] + OrdinaryDiffEqSSPRK v1.10.0
⌃ [e3e12d00] + OrdinaryDiffEqStabilizedIRK v1.9.0
⌃ [358294b1] + OrdinaryDiffEqStabilizedRK v1.7.0
⌃ [fa646aed] + OrdinaryDiffEqSymplecticRK v1.10.0
⌃ [b1df2697] + OrdinaryDiffEqTsit5 v1.8.0
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  [a63ad114] + Mmap v1.11.0
  [ca575930] + NetworkOptions v1.3.0
  [44cfe95a] + Pkg v1.14.0
  [de0858da] + Printf v1.11.0
  [3fa0cd96] + REPL v1.11.0
  [9a3f8284] + Random v1.11.0
  [ea8e919c] + SHA v1.0.0
  [9e88b42a] + Serialization v1.11.0
  [1a1011a3] + SharedArrays v1.11.0
  [6462fe0b] + Sockets v1.11.0
  [2f01184e] + SparseArrays v1.13.0
  [f489334b] + StyledStrings v1.13.0
  [4607b0f0] + SuiteSparse
  [fa267f1f] + TOML v1.0.3
  [a4e569a6] + Tar v1.10.0
  [8dfed614] + Test v1.11.0
  [cf7118a7] + UUIDs v1.11.0
  [4ec0a83e] + Unicode v1.11.0
  [e66e0078] + CompilerSupportLibraries_jll v1.3.0+1
  [deac9b47] + LibCURL_jll v8.19.0+0
  [e37daf67] + LibGit2_jll v1.9.2+0
  [29816b5a] + LibSSH2_jll v1.11.3+1
  [14a3606d] + MozillaCACerts_jll v2026.3.19
  [4536629a] + OpenBLAS_jll v0.3.30+0
  [05823500] + OpenLibm_jll v0.8.7+0
  [458c3c95] + OpenSSL_jll v3.5.6+0
  [efcefdf7] + PCRE2_jll v10.47.0+0
  [bea87d4a] + SuiteSparse_jll v7.10.1+0
  [83775a58] + Zlib_jll v1.3.2+0
  [3161d3a3] + Zstd_jll v1.5.7+1
  [8e850b90] + libblastrampoline_jll v5.15.0+0
  [8e850ede] + nghttp2_jll v1.68.1+0
  [3f19e933] + p7zip_jll v17.8.0+0
        Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`

Installation completed after 8.47s


################################################################################
# Precompilation
#

Precompiling PkgEval dependencies...

Precompiling package dependencies...
Precompiling project...
  23.8 s  ✓ SciMLBase
   4.0 s  ✓ SciMLBase → SciMLBaseChainRulesCoreExt
   4.6 s  ✓ SciMLBase → SciMLBaseForwardDiffExt
   5.5 s  ✓ SciMLBase → SciMLBaseDistributionsExt
   4.6 s  ✓ OptimizationBase
   9.4 s  ✓ SciMLJacobianOperators
  21.2 s  ✓ LinearSolve
   4.8 s  ✓ OptimizationBase → OptimizationFiniteDiffExt
   4.9 s  ✓ OptimizationBase → OptimizationForwardDiffExt
   8.6 s  ✓ Optimization
  12.4 s  ✓ LineSearch
  16.3 s  ✓ NonlinearSolveBase
   8.6 s  ✓ LinearSolve → LinearSolveBandedMatricesExt
   7.4 s  ✓ LinearSolve → LinearSolveEnzymeExt
  11.6 s  ✓ LinearSolve → LinearSolveSparseArraysExt
  10.5 s  ✓ LinearSolve → LinearSolveForwardDiffExt
  10.1 s  ✓ LinearSolve → LinearSolveFastAlmostBandedMatricesExt
   9.7 s  ✓ OptimizationBBO
  10.3 s  ✓ OptimizationOptimJL
   4.7 s  ✓ LineSearch → LineSearchLineSearchesExt
   5.4 s  ✓ NonlinearSolveBase → NonlinearSolveBaseSparseMatrixColoringsExt
   5.0 s  ✓ NonlinearSolveBase → NonlinearSolveBaseSparseArraysExt
   4.4 s  ✓ NonlinearSolveBase → NonlinearSolveBaseChainRulesCoreExt
   8.4 s  ✓ NonlinearSolveBase → NonlinearSolveBaseLinearSolveExt
   4.1 s  ✓ NonlinearSolveBase → NonlinearSolveBaseLineSearchExt
   5.3 s  ✓ NonlinearSolveBase → NonlinearSolveBaseForwardDiffExt
   7.5 s  ✓ NonlinearSolveBase → NonlinearSolveBaseBandedMatricesExt
   9.9 s  ✓ BracketingNonlinearSolve
  30.4 s  ✓ NonlinearSolveQuasiNewton
  18.5 s  ✓ NonlinearSolveSpectralMethods
  47.7 s  ✓ NonlinearSolveFirstOrder
   5.3 s  ✓ BracketingNonlinearSolve → BracketingNonlinearSolveForwardDiffExt
   8.6 s  ✓ DiffEqBase
   8.9 s  ✓ NonlinearSolveQuasiNewton → NonlinearSolveQuasiNewtonForwardDiffExt
   5.2 s  ✓ NonlinearSolveSpectralMethods → NonlinearSolveSpectralMethodsForwardDiffExt
   4.7 s  ✓ BracketingNonlinearSolve → BracketingNonlinearSolveChainRulesCoreExt
  19.8 s  ✓ SimpleNonlinearSolve
   5.3 s  ✓ DiffEqBase → DiffEqBaseSparseArraysExt
   5.5 s  ✓ DiffEqBase → DiffEqBaseChainRulesCoreExt
   5.5 s  ✓ DiffEqBase → DiffEqBaseForwardDiffExt
  11.2 s  ✓ OrdinaryDiffEqCore
  14.0 s  ✓ DiffEqCallbacks
   5.2 s  ✓ SimpleNonlinearSolve → SimpleNonlinearSolveChainRulesCoreExt
   9.5 s  ✓ DiffEqNoiseProcess
   7.1 s  ✓ DiffEqParamEstim
  24.8 s  ✓ Sundials
  16.3 s  ✓ BoundaryValueDiffEqCore
   5.7 s  ✓ OrdinaryDiffEqCore → OrdinaryDiffEqCoreEnzymeCoreExt
   9.4 s  ✓ SteadyStateDiffEq
   8.9 s  ✓ JumpProcesses
  34.7 s  ✓ NonlinearSolve
   7.7 s  ✓ DiffEqNoiseProcess → DiffEqNoiseProcessOptimExt
  17.5 s  ✓ BoundaryValueDiffEqAscher
 261.4 s  ✓ BoundaryValueDiffEqFIRK
 150.1 s  ✓ BoundaryValueDiffEqMIRK
  23.1 s  ✓ BoundaryValueDiffEqShooting
  21.7 s  ✓ BoundaryValueDiffEqMIRKN
   9.3 s  ✓ OrdinaryDiffEqStabilizedRK
   7.3 s  ✓ OrdinaryDiffEqFunctionMap
  66.6 s  ✓ OrdinaryDiffEqVerner
   8.0 s  ✓ OrdinaryDiffEqQPRK
   8.3 s  ✓ OrdinaryDiffEqSymplecticRK
  11.1 s  ✓ OrdinaryDiffEqLowOrderRK
   8.6 s  ✓ OrdinaryDiffEqFeagin
  10.7 s  ✓ OrdinaryDiffEqSSPRK
   9.2 s  ✓ OrdinaryDiffEqRKN
   9.1 s  ✓ OrdinaryDiffEqHighOrderRK
   6.4 s  ✓ OrdinaryDiffEqExplicitRK
  13.9 s  ✓ OrdinaryDiffEqTsit5
  12.1 s  ✓ OrdinaryDiffEqLinear
   8.7 s  ✓ OrdinaryDiffEqPRK
  11.2 s  ✓ OrdinaryDiffEqLowStorageRK
  12.2 s  ✓ OrdinaryDiffEqDifferentiation
  15.1 s  ✓ NonlinearSolve → NonlinearSolveSundialsExt
  55.5 s  ✓ BoundaryValueDiffEq
   9.0 s  ✓ OrdinaryDiffEqAdamsBashforthMoulton
   7.7 s  ✓ OrdinaryDiffEqNordsieck
  11.1 s  ✓ OrdinaryDiffEqDifferentiation → OrdinaryDiffEqDifferentiationSparseArraysExt
  16.0 s  ✓ OrdinaryDiffEqExtrapolation
  47.3 s  ✓ OrdinaryDiffEqRosenbrock
  18.0 s  ✓ OrdinaryDiffEqExponentialRK
  17.5 s  ✓ OrdinaryDiffEqNonlinearSolve
  45.3 s  ✓ OrdinaryDiffEqFIRK
  10.8 s  ✓ OrdinaryDiffEqIMEXMultistep
  10.3 s  ✓ OrdinaryDiffEqStabilizedIRK
  11.2 s  ✓ OrdinaryDiffEqPDIRK
  11.9 s  ✓ OrdinaryDiffEqSDIRK
  14.8 s  ✓ StochasticDiffEq
  22.6 s  ✓ OrdinaryDiffEqBDF
  48.1 s  ✓ OrdinaryDiffEqDefault
  17.3 s  ✓ OrdinaryDiffEq
  17.9 s  ✓ DelayDiffEq
  60.1 s  ✓ DifferentialEquations
  89.9 s  ✓ GrowthParameterEstimation
  94 dependencies successfully precompiled in 1814 seconds. 393 already precompiled.

Precompilation completed after 1817.47s


################################################################################
# Testing
#

     Testing GrowthParameterEstimation
      Status `/tmp/jl_yisomf/Project.toml`
  [a134a8b2] BlackBoxOptim v0.6.4
  [336ed68f] CSV v0.10.16
  [a93c6f00] DataFrames v1.8.2
  [1130ab10] DiffEqParamEstim v2.3.0
  [0c46a032] DifferentialEquations v7.17.0
  [31c24e10] Distributions v0.25.124
⌅ [f6369f11] ForwardDiff v0.10.39
  [f2d48b76] GrowthParameterEstimation v0.3.0
⌅ [2fda8390] LsqFit v0.13.0
⌅ [7f7a1694] Optimization v3.26.3
⌅ [3e6eede4] OptimizationBBO v0.1.5
⌅ [36348300] OptimizationOptimJL v0.1.14
⌃ [1dea7af3] OrdinaryDiffEq v6.105.0
  [91a5bcdd] Plots v1.41.6
⌅ [731186ca] RecursiveArrayTools v3.50.0
  [10745b16] Statistics v1.11.1
⌅ [2913bbd2] StatsBase v0.33.21
  [ade2ca70] Dates v1.11.0
  [9a3f8284] Random v1.11.0
  [fa267f1f] TOML v1.0.3
  [8dfed614] Test v1.11.0
      Status `/tmp/jl_yisomf/Manifest.toml`
  [47edcb42] ADTypes v1.21.0
  [1520ce14] AbstractTrees v0.4.5
  [7d9f7c33] Accessors v0.1.44
  [79e6a3ab] Adapt v4.5.2
  [66dad0bd] AliasTables v1.1.3
  [a95523ee] AlmostBlockDiagonals v0.1.10
  [ec485272] ArnoldiMethod v0.4.0
  [4fba245c] ArrayInterface v7.24.0
  [4c555306] ArrayLayouts v1.12.2
  [aae01518] BandedMatrices v1.11.0
  [d1d4a3ce] BitFlags v0.1.9
  [62783981] BitTwiddlingConvenienceFunctions v0.1.6
  [a134a8b2] BlackBoxOptim v0.6.4
⌃ [764a87c0] BoundaryValueDiffEq v5.18.0
⌃ [7227322d] BoundaryValueDiffEqAscher v1.8.0
⌅ [56b672f2] BoundaryValueDiffEqCore v1.11.1
⌃ [85d9eb09] BoundaryValueDiffEqFIRK v1.9.0
⌃ [1a22d4ce] BoundaryValueDiffEqMIRK v1.9.0
⌃ [9255f1d6] BoundaryValueDiffEqMIRKN v1.8.0
⌃ [ed55bfe0] BoundaryValueDiffEqShooting v1.9.0
⌃ [70df07ce] BracketingNonlinearSolve v1.12.0
  [fa961155] CEnum v0.5.0
  [2a0fbf3d] CPUSummary v0.2.7
  [336ed68f] CSV v0.10.16
  [49dc2e85] Calculus v0.5.2
  [d360d2e6] ChainRulesCore v1.26.1
  [fb6a15b2] CloseOpenIntervals v0.1.13
  [944b1d66] CodecZlib v0.7.8
  [35d6a980] ColorSchemes v3.31.0
  [3da002f7] ColorTypes v0.12.1
  [c3611d14] ColorVectorSpace v0.11.0
  [5ae59095] Colors v0.13.1
  [38540f10] CommonSolve v0.2.6
  [bbf7d656] CommonSubexpressions v0.3.1
  [f70d9fcc] CommonWorldInvalidations v1.0.0
  [34da2185] Compat v4.18.1
  [a33af91c] CompositionsBase v0.1.2
  [2569d6c7] ConcreteStructs v0.2.3
  [f0e56b4a] ConcurrentUtilities v2.5.1
  [88cd18e8] ConsoleProgressMonitor v0.1.2
  [187b0558] ConstructionBase v1.6.0
  [d38c429a] Contour v0.6.3
  [adafc99b] CpuId v0.3.1
  [a8cc5b0e] Crayons v4.1.1
  [9a962f9c] DataAPI v1.16.0
  [a93c6f00] DataFrames v1.8.2
⌅ [864edb3b] DataStructures v0.18.22
  [e2d170a0] DataValueInterfaces v1.0.0
⌃ [bcd4f6db] DelayDiffEq v5.64.0
  [8bb1440f] DelimitedFiles v1.9.1
  [39dd38d3] Dierckx v0.5.4
⌃ [2b5f629d] DiffEqBase v6.202.0
  [459566f4] DiffEqCallbacks v4.14.0
  [77a26b50] DiffEqNoiseProcess v5.29.0
  [1130ab10] DiffEqParamEstim v2.3.0
  [163ba53b] DiffResults v1.1.0
  [b552c78f] DiffRules v1.15.1
  [0c46a032] DifferentialEquations v7.17.0
  [a0c0ee7d] DifferentiationInterface v0.7.16
  [31c24e10] Distributions v0.25.124
  [ffbed154] DocStringExtensions v0.9.5
  [4e289a0a] EnumX v1.0.7
  [f151be2c] EnzymeCore v0.8.19
  [460bff9d] ExceptionUnwrapping v0.1.11
  [d4d017d3] ExponentialUtilities v1.30.0
  [e2ba6199] ExprTools v0.1.10
  [55351af7] ExproniconLite v0.10.14
  [c87230d0] FFMPEG v0.4.5
  [9d29842c] FastAlmostBandedMatrices v0.1.6
⌅ [7034ab61] FastBroadcast v0.3.5
  [9aa1b823] FastClosures v0.3.2
  [442a2c76] FastGaussQuadrature v1.1.0
  [a4df4552] FastPower v1.3.1
  [48062228] FilePathsBase v0.9.24
  [1a297f60] FillArrays v1.16.0
  [6a86dc24] FiniteDiff v2.30.0
  [53c48c17] FixedPointNumbers v0.8.5
  [1fa38f19] Format v1.3.7
⌅ [f6369f11] ForwardDiff v0.10.39
  [069b7b12] FunctionWrappers v1.1.3
⌅ [77dc65aa] FunctionWrappersWrappers v0.1.3
  [46192b85] GPUArraysCore v0.2.0
  [28b8d3ca] GR v0.73.24
  [c145ed77] GenericSchur v0.5.6
⌃ [86223c79] Graphs v1.13.1
  [42e2da0e] Grisu v1.0.2
  [f2d48b76] GrowthParameterEstimation v0.3.0
  [cd3eb016] HTTP v1.11.0
  [34004b35] HypergeometricFunctions v0.3.28
  [615f187c] IfElse v0.1.1
  [d25df0c9] Inflate v0.1.5
  [842dd82b] InlineStrings v1.4.5
  [3587e190] InverseFunctions v0.1.17
  [41ab1584] InvertedIndices v1.3.1
  [92d709cd] IrrationalConstants v0.2.6
  [82899510] IteratorInterfaceExtensions v1.0.0
  [1019f520] JLFzf v0.1.11
  [692b3bcd] JLLWrappers v1.7.1
  [682c06a0] JSON v1.5.0
  [ae98c720] Jieko v0.2.1
⌃ [ccbc3e58] JumpProcesses v9.23.1
  [ba0b0d4f] Krylov v0.10.6
  [5be7bae1] LBFGSB v0.4.1
  [b964fa9f] LaTeXStrings v1.4.0
  [23fbe1c1] Latexify v0.16.10
  [10f19ff3] LayoutPointers v0.1.17
  [5078a376] LazyArrays v2.9.7
  [1d6d02ad] LeftChildRightSiblingTrees v0.2.1
  [2d8b4e74] LevyArea v1.0.0
  [87fe0de2] LineSearch v0.1.7
⌃ [d3d80556] LineSearches v7.5.1
⌃ [7ed4a6bd] LinearSolve v3.52.0
  [2ab3a3ac] LogExpFunctions v0.3.29
  [e6f89c97] LoggingExtras v1.2.0
⌅ [2fda8390] LsqFit v0.13.0
  [1914dd2f] MacroTools v0.5.16
  [d125e4d3] ManualMemory v0.1.8
  [a3b82374] MatrixFactorizations v3.1.3
  [bb5d69b7] MaybeInplace v0.1.4
  [739be429] MbedTLS v1.1.10
  [442fdcdd] Measures v0.3.3
  [e1d29d7a] Missings v1.2.0
  [2e0e35c7] Moshi v0.3.7
  [46d2c3a1] MuladdMacro v0.2.4
⌅ [d41bc354] NLSolversBase v7.10.0
  [77ba4419] NaNMath v1.1.3
⌃ [8913a72c] NonlinearSolve v4.12.0
⌃ [be0214bd] NonlinearSolveBase v2.2.0
⌅ [5959db7a] NonlinearSolveFirstOrder v1.11.1
⌃ [9a2c21bd] NonlinearSolveQuasiNewton v1.12.0
⌃ [26075421] NonlinearSolveSpectralMethods v1.6.0
  [4d8831e6] OpenSSL v1.6.1
⌅ [429524aa] Optim v1.13.3
  [87e2bd06] OptimBase v2.0.2
⌅ [7f7a1694] Optimization v3.26.3
⌅ [3e6eede4] OptimizationBBO v0.1.5
⌅ [bca83a33] OptimizationBase v1.2.0
⌅ [36348300] OptimizationOptimJL v0.1.14
  [bac558e1] OrderedCollections v1.8.1
⌃ [1dea7af3] OrdinaryDiffEq v6.105.0
⌃ [89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.8.0
⌃ [6ad6398a] OrdinaryDiffEqBDF v1.13.0
⌅ [bbf590c4] OrdinaryDiffEqCore v2.3.0
⌃ [50262376] OrdinaryDiffEqDefault v1.11.0
⌅ [4302a76b] OrdinaryDiffEqDifferentiation v1.20.0
⌃ [9286f039] OrdinaryDiffEqExplicitRK v1.7.0
⌃ [e0540318] OrdinaryDiffEqExponentialRK v1.11.0
⌃ [becaefa8] OrdinaryDiffEqExtrapolation v1.12.0
⌃ [5960d6e9] OrdinaryDiffEqFIRK v1.19.0
⌃ [101fe9f7] OrdinaryDiffEqFeagin v1.7.0
⌃ [d3585ca7] OrdinaryDiffEqFunctionMap v1.8.0
⌃ [d28bc4f8] OrdinaryDiffEqHighOrderRK v1.8.0
⌃ [9f002381] OrdinaryDiffEqIMEXMultistep v1.10.0
⌃ [521117fe] OrdinaryDiffEqLinear v1.9.0
⌃ [1344f307] OrdinaryDiffEqLowOrderRK v1.9.0
⌃ [b0944070] OrdinaryDiffEqLowStorageRK v1.10.0
⌃ [127b3ac7] OrdinaryDiffEqNonlinearSolve v1.18.1
⌃ [c9986a66] OrdinaryDiffEqNordsieck v1.7.0
⌃ [5dd0a6cf] OrdinaryDiffEqPDIRK v1.9.0
⌃ [5b33eab2] OrdinaryDiffEqPRK v1.7.0
⌃ [04162be5] OrdinaryDiffEqQPRK v1.7.0
⌃ [af6ede74] OrdinaryDiffEqRKN v1.8.0
⌃ [43230ef6] OrdinaryDiffEqRosenbrock v1.21.0
⌃ [2d112036] OrdinaryDiffEqSDIRK v1.10.0
⌃ [669c94d9] OrdinaryDiffEqSSPRK v1.10.0
⌃ [e3e12d00] OrdinaryDiffEqStabilizedIRK v1.9.0
⌃ [358294b1] OrdinaryDiffEqStabilizedRK v1.7.0
⌃ [fa646aed] OrdinaryDiffEqSymplecticRK v1.10.0
⌃ [b1df2697] OrdinaryDiffEqTsit5 v1.8.0
⌃ [79d7bb75] OrdinaryDiffEqVerner v1.9.0
⌃ [90014a1f] PDMats v0.11.35
  [69de0a69] Parsers v2.8.3
  [06bb1623] PenaltyFunctions v0.3.0
  [ccf2f8ad] PlotThemes v3.3.0
  [995b91a9] PlotUtils v1.4.4
  [91a5bcdd] Plots v1.41.6
  [e409e4f3] PoissonRandom v0.4.7
  [f517fe37] Polyester v0.7.19
  [1d0040c9] PolyesterWeave v0.2.2
  [2dfb63ee] PooledArrays v1.4.3
  [85a6dd25] PositiveFactorizations v0.2.4
⌅ [d236fae5] PreallocationTools v0.4.34
  [aea7be01] PrecompileTools v1.3.3
  [21216c6a] Preferences v1.5.2
  [08abe8d2] PrettyTables v3.3.2
  [33c8b6b6] ProgressLogging v0.1.6
  [92933f4c] ProgressMeter v1.11.0
  [43287f4e] PtrArrays v1.4.0
  [1fd47b50] QuadGK v2.11.3
  [3cdcf5f2] RecipesBase v1.3.4
  [01d81517] RecipesPipeline v0.6.12
⌅ [731186ca] RecursiveArrayTools v3.50.0
  [189a3867] Reexport v1.2.2
  [05181044] RelocatableFolders v1.0.1
  [ae029012] Requires v1.3.1
  [ae5879a3] ResettableStacks v1.2.0
  [79098fc4] Rmath v0.9.0
  [7e49a35a] RuntimeGeneratedFunctions v0.5.18
  [94e857df] SIMDTypes v0.1.0
⌅ [0bca4576] SciMLBase v2.120.0
⌃ [19f34311] SciMLJacobianOperators v0.1.12
  [a6db7da4] SciMLLogging v1.9.1
  [c0aeaf25] SciMLOperators v1.16.0
  [431bcebd] SciMLPublic v1.0.1
  [53ae85a6] SciMLStructures v1.10.0
  [6c6a2e73] Scratch v1.3.0
  [91c51154] SentinelArrays v1.4.9
  [efcf1570] Setfield v1.1.2
  [992d4aef] Showoff v1.0.3
  [777ac1f9] SimpleBufferStream v1.2.0
⌃ [727e6d20] SimpleNonlinearSolve v2.11.0
  [699a6c99] SimpleTraits v0.9.5
  [a2af1166] SortingAlgorithms v1.2.2
  [9f842d2f] SparseConnectivityTracer v1.2.1
  [0a514795] SparseMatrixColorings v0.4.27
  [d4ead438] SpatialIndexing v0.1.6
  [276daf66] SpecialFunctions v2.7.2
  [860ef19b] StableRNGs v1.0.4
  [aedffcd0] Static v1.3.1
  [0d7ed370] StaticArrayInterface v1.9.0
  [90137ffa] StaticArrays v1.9.18
  [1e83bf80] StaticArraysCore v1.4.4
  [10745b16] Statistics v1.11.1
  [82ae8749] StatsAPI v1.8.0
⌅ [2913bbd2] StatsBase v0.33.21
  [4c63d2b9] StatsFuns v1.5.2
  [9672c7b4] SteadyStateDiffEq v2.10.0
⌃ [789caeaf] StochasticDiffEq v6.87.0
  [7792a7ef] StrideArraysCore v0.5.8
  [892a3eda] StringManipulation v0.4.4
  [ec057cc2] StructUtils v2.7.2
⌃ [c3572dad] Sundials v5.1.0
  [2efcf032] SymbolicIndexingInterface v0.3.46
  [3783bdb8] TableTraits v1.0.1
  [bd369af6] Tables v1.12.1
  [62fd8b95] TensorCore v0.1.1
  [5d786b92] TerminalLoggers v0.1.7
  [8290d209] ThreadingUtilities v0.5.5
  [a759f4b9] TimerOutputs v0.5.29
  [3bb67fe8] TranscodingStreams v0.11.3
  [781d530d] TruncatedStacktraces v1.4.0
  [5c2747f8] URIs v1.6.1
  [1cfade01] UnicodeFun v0.4.1
  [41fe7b60] Unzip v0.2.0
  [ea10d353] WeakRefStrings v1.4.2
  [76eceee3] WorkerUtilities v1.6.1
  [6e34b625] Bzip2_jll v1.0.9+0
  [83423d85] Cairo_jll v1.18.6+0
  [ee1fde0b] Dbus_jll v1.16.2+0
  [cd4c43a9] Dierckx_jll v0.2.0+0
  [2702e6a9] EpollShim_jll v0.0.20230411+1
  [2e619515] Expat_jll v2.7.3+0
  [b22a6f82] FFMPEG_jll v8.0.1+1
  [a3f928ae] Fontconfig_jll v2.17.1+0
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        Info Packages marked with ⌃ and ⌅ have new versions available. Those with ⌃ may be upgradable, but those with ⌅ are restricted by compatibility constraints from upgrading.
     Testing Running tests...
┌ Warning: `Base.getindex(VA::AbstractDiffEqArray{T, N, A}, i::Int) where {T, N, A <: Union{AbstractArray, AbstractVectorOfArray}}` is deprecated, use `VA.u[i]` instead.
│   caller = getindex(VA::ODESolution{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}, 2, Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}}, Nothing, Nothing, Vector{Float64}, Vector{Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}}}, Nothing, ODEProblem{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, Tuple{Float64, Float64}, true, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, ODEFunction{true, SciMLBase.AutoSpecialize, FunctionWrappersWrappers.FunctionWrappersWrapper{Tuple{FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, 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Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}}}, Nothing, OrdinaryDiffEqTsit5.Tsit5Cache{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(logistic_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 2}}, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Nothing}, SciMLBase.DEStats, Nothing, Nothing, Nothing, Nothing}, i::Int64) at deprecated.jl:215
└ @ RecursiveArrayTools ./deprecated.jl:215
┌ Warning: `Base.getindex(VA::AbstractDiffEqArray{T, N, A}, i::Int) where {T, N, A <: Union{AbstractArray, AbstractVectorOfArray}}` is deprecated, use `VA.u[i]` instead.
│   caller = getindex(VA::ODESolution{Float64, 2, Vector{Vector{Float64}}, Nothing, Nothing, Vector{Float64}, Vector{Vector{Vector{Float64}}}, Nothing, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, FunctionWrappersWrappers.FunctionWrappersWrapper{Tuple{FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{Float64}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{Float64}, Vector{Float64}, ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{Float64}, ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}}}, false}, LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, OrdinaryDiffEqCore.InterpolationData{ODEFunction{true, SciMLBase.AutoSpecialize, FunctionWrappersWrappers.FunctionWrappersWrapper{Tuple{FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{Float64}, Vector{Float64}, Vector{Float64}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{Float64}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{Float64}, Vector{Float64}, ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}, Vector{Float64}, ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, Float64}, Float64, 1}}}}, false}, LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Vector{Vector{Float64}}, Vector{Float64}, Vector{Vector{Vector{Float64}}}, Nothing, OrdinaryDiffEqTsit5.Tsit5Cache{Vector{Float64}, Vector{Float64}, Vector{Float64}, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Nothing}, SciMLBase.DEStats, Nothing, Nothing, Nothing, Nothing}, i::Int64) at deprecated.jl:215
└ @ RecursiveArrayTools ./deprecated.jl:215
fatal: not a git repository (or any parent up to mount point /home/pkgeval/.julia)
Stopping at filesystem boundary (GIT_DISCOVERY_ACROSS_FILESYSTEM not set).
fatal: not a git repository (or any parent up to mount point /home/pkgeval/.julia)
Stopping at filesystem boundary (GIT_DISCOVERY_ACROSS_FILESYSTEM not set).
fatal: not a git repository (or any parent up to mount point /home/pkgeval/.julia)
Stopping at filesystem boundary (GIT_DISCOVERY_ACROSS_FILESYSTEM not set).
┌ Warning: `Base.getindex(VA::AbstractDiffEqArray{T, N, A}, i::Int) where {T, N, A <: Union{AbstractArray, AbstractVectorOfArray}}` is deprecated, use `VA.u[i]` instead.
│   caller = getindex(VA::ODESolution{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}, 2, Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}}, Nothing, Nothing, Vector{Float64}, Vector{Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}}}, Nothing, ODEProblem{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, Tuple{Float64, Float64}, true, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, ODEFunction{true, SciMLBase.AutoSpecialize, FunctionWrappersWrappers.FunctionWrappersWrapper{Tuple{FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), 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typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(gompertz_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 3}}, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Nothing}, SciMLBase.DEStats, Nothing, Nothing, Nothing, Nothing}, i::Int64) at deprecated.jl:215
└ @ RecursiveArrayTools ./deprecated.jl:215
=== Logistic ===
Params: [0.5103452083409434, 6.045845040180519], BIC: -45.54906314571749, SSR: 0.005993539139205926
=== Gompertz ===
Params: [0.23002061626847184, 2.5499999980697132, 8.438488879152514], BIC: -34.656566824985546, SSR: 0.021515332440289865
Results saved to /tmp/gpe_compare_models_test.csv
=== A ===
Params: [0.5103452083409434, 6.045845040180519], BIC: -45.54906314571749, SSR: 0.005993539139205926
=== B ===
Params: [0.5103452076984476, 5.7435527926044045], BIC: -46.26716926712935, SSR: 0.00540916907314405
Results saved to /tmp/gpe_compare_datasets_test.csv
┌ Warning: `Base.getindex(VA::AbstractDiffEqArray{T, N, A}, i::Int) where {T, N, A <: Union{AbstractArray, AbstractVectorOfArray}}` is deprecated, use `VA.u[i]` instead.
│   caller = getindex(VA::ODESolution{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 2, Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}}, Nothing, Nothing, Vector{Float64}, Vector{Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}}}, Nothing, ODEProblem{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Tuple{Float64, Float64}, true, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, ODEFunction{true, SciMLBase.AutoSpecialize, FunctionWrappersWrappers.FunctionWrappersWrapper{Tuple{FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Float64}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, 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Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 1}}}, FunctionWrappers.FunctionWrapper{Nothing, Tuple{Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, 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OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{DiffEqBase.OrdinaryDiffEqTag, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), 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Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, 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Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}}, Vector{Float64}, Vector{Vector{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}}}, Nothing, OrdinaryDiffEqTsit5.Tsit5Cache{Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, Vector{ForwardDiff.Dual{ForwardDiff.Tag{OptimizationForwardDiffExt.var"#73#74"{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, DiffEqParamEstim.var"#37#38"{Nothing, typeof(DiffEqParamEstim.STANDARD_PROB_GENERATOR), Base.Pairs{Symbol, Integer, Nothing, @NamedTuple{maxiters::Int64, verbose::Bool}}, ODEProblem{Vector{Float64}, Tuple{Float64, Float64}, true, Vector{Float64}, ODEFunction{true, SciMLBase.AutoSpecialize, typeof(exponential_growth!), LinearAlgebra.UniformScaling{Bool}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED), Nothing, Nothing, Nothing, Nothing}, Base.Pairs{Symbol, Union{}, Nothing, @NamedTuple{}}, SciMLBase.StandardODEProblem}, Tsit5{typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, DiffEqParamEstim.L2Loss{Vector{Float64}, Matrix{Float64}, Nothing, Nothing, Nothing}, Nothing, Tuple{}}, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, typeof(SciMLBase.DEFAULT_OBSERVED_NO_TIME), Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing, Nothing}, OptimizationBase.ReInitCache{Vector{Float64}, SciMLBase.NullParameters}}, Float64}, Float64, 1}}, typeof(OrdinaryDiffEqCore.trivial_limiter!), typeof(OrdinaryDiffEqCore.trivial_limiter!), Static.False}, Nothing}, SciMLBase.DEStats, Nothing, Nothing, Nothing, Nothing}, i::Int64) at deprecated.jl:215
└ @ RecursiveArrayTools ./deprecated.jl:215

BIC Summary:
2×2 DataFrame
 Row │ Model     BIC
     │ String    Float64
─────┼────────────────────
   1 │ Exp       -10.5902
   2 │ Logistic  -45.5491
Summary saved to /tmp/gpe_compare_dict_test.csv
Predictions saved to /tmp/gpe_compare_dict_test.csv
=== A ===
Params: [0.5103452083409434, 6.045845040180519], BIC: -45.54906314571749, SSR: 0.005993539139205926
=== B ===
Params: [0.5103452069300889, 5.441260545419858], BIC: -47.024110364897346, SSR: 0.004854766702777405
=== C ===
Params: [0.5103452093438834, 6.650429536264942], BIC: -44.214720628478275, SSR: 0.0072521823584170714
Results saved to /tmp/gpe_three_named_test.csv
┌ Warning: Initial position cannot be on the boundary of the box. Moving elements to the interior.
│ Element indices affected: [2]
└ @ Optim ~/.julia/packages/Optim/gmigl/src/multivariate/solvers/constrained/fminbox.jl:446
┌ Warning: Initial position cannot be on the boundary of the box. Moving elements to the interior.
│ Element indices affected: [2]
└ @ Optim ~/.julia/packages/Optim/gmigl/src/multivariate/solvers/constrained/fminbox.jl:446
Performing leave-one-out cross-validation...
Performing 3-fold cross-validation...
Performing parameter sensitivity analysis...
Base parameters: [0.537, 6.3874]
Perturbation: ±10.0%
Parameter 1: SI = 0.854, Max rel change = 8.54%
Parameter 2: SI = 0.926, Max rel change = 9.26%

=== Parameter Sensitivity Ranking ===
1. Parameter 2 (value=6.3874): SI=0.926
2. Parameter 1 (value=0.537): SI=0.854
=== Residual Analysis Summary ===
RMSE: 0.0658
MAE: 0.051
Mean residual: 0.0178
Std residual: 0.0672
Max |residual|: 0.1514
Outliers (|std_resid| > 2.0): 1
Normality correlation: 0.974
Normality concern: No
Durbin-Watson statistic: 1.038
Autocorrelation concern: Yes

Outlier details:
  Point 3: x=2.0, y=2.4, residual=0.151, std_resid=2.253
=== Enhanced BIC Analysis ===
Comparing 1 models...

Fitting Logistic...
  Success: BIC=-44.58, R²=0.9985, RMSE=0.0658

=== Model Comparison Results ===
Model Rankings by BIC (lower is better):
1. Logistic: BIC=-44.58, Weight=1.0, R²=0.9985

=== Model Selection Recommendations ===
Best model by BIC: Logistic
Recommendation: Clear best model: Logistic
Joint comparison summary saved to /tmp/joint_compare_smoke.csv
Test Summary:             | Pass  Total     Time
GrowthParameterEstimation |   87     87  6m07.6s
     Testing GrowthParameterEstimation tests passed 

Testing completed after 454.49s

PkgEval succeeded after 2325.06s