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expv does not work when used in NonlinearSolve.jl equationsΒ #173

@homocomputeris

Description

@homocomputeris

Describe the bug 🐞

Solver fails when expv is in the function. exponential! kinda works.

Expected behavior

Optimize. See https://discourse.julialang.org/t/how-can-i-use-nonlinearsolve-jl-with-matrix-functions/112379

Minimal Reproducible Example πŸ‘‡

using NonlinearSolve
using LinearAlgebra
using ExponentialUtilities

dim = 2
function f(u, p)
    v = rand(2)
    return expv(1, u, v) - v*2
end

u0 = rand(dim, dim) * 0.01
p = nothing
prob = NonlinearProblem(f, u0, p)
sol = solve(prob)
display(sol)
err = sol - zeros(dim, dim)
display(err)

Error & Stacktrace ⚠️

ERROR: MethodError: no method matching exponential!(::Matrix{ForwardDiff.Dual{ForwardDiff.Tag{…}, Float64, 4}}, ::ExpMethodHigham2005Base)

Closest candidates are:
  exponential!(::StridedMatrix{T}, ::ExpMethodHigham2005Base, ::Any) where T<:Union{Float32, Float64, ComplexF64, ComplexF32}
   @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/exp_baseexp.jl:23
  exponential!(::StridedMatrix{T}, ::ExpMethodHigham2005Base) where T<:Union{Float32, Float64, ComplexF64, ComplexF32}
   @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/exp_baseexp.jl:23
  exponential!(::Any, ::ExpMethodNative, ::Any)
   @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/exp.jl:70
  ...

Stacktrace:
  [1] expv!(w::Vector{…}, t::Int64, Ks::KrylovSubspace{…}; cache::Nothing, expmethod::ExpMethodHigham2005Base)
    @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/krylov_phiv.jl:95
  [2] _expv_hb(t::Int64, A::Matrix{…}, b::Vector{…}; expmethod::ExpMethodHigham2005Base, cache::Nothing, kwargs_arnoldi::@Kwargs{})
    @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/krylov_phiv.jl:51
  [3] _expv_hb(t::Int64, A::Matrix{ForwardDiff.Dual{ForwardDiff.Tag{…}, Float64, 4}}, b::Vector{Float64})
    @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/krylov_phiv.jl:45
  [4] expv(t::Int64, A::Matrix{ForwardDiff.Dual{…}}, b::Vector{Float64}; mode::Symbol, kwargs::@Kwargs{})
    @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/krylov_phiv.jl:38
  [5] expv(t::Int64, A::Matrix{ForwardDiff.Dual{ForwardDiff.Tag{…}, Float64, 4}}, b::Vector{Float64})
    @ ExponentialUtilities ~/.julia/packages/ExponentialUtilities/xLH9y/src/krylov_phiv.jl:35
  [6] f(u::Matrix{ForwardDiff.Dual{ForwardDiff.Tag{NonlinearSolve.NonlinearSolveTag, Float64}, Float64, 4}}, p::Nothing)
    @ Main ./Untitled-1:8
  [7] (::NonlinearFunction{…})(::Matrix{…}, ::Vararg{…})
    @ SciMLBase ~/.julia/packages/SciMLBase/QSc1r/src/scimlfunctions.jl:2197
  [8] (::SciMLBase.JacobianWrapper{false, NonlinearFunction{…}, Nothing})(u::Matrix{ForwardDiff.Dual{…}})
    @ SciMLBase ~/.julia/packages/SciMLBase/QSc1r/src/function_wrappers.jl:97
  [9] vector_mode_dual_eval!(f::SciMLBase.JacobianWrapper{…}, cfg::ForwardDiff.JacobianConfig{…}, x::Matrix{…})
    @ ForwardDiff ~/.julia/packages/ForwardDiff/PcZ48/src/apiutils.jl:24
 [10] vector_mode_jacobian!(result::Matrix{…}, f::SciMLBase.JacobianWrapper{…}, x::Matrix{…}, cfg::ForwardDiff.JacobianConfig{…})
    @ ForwardDiff ~/.julia/packages/ForwardDiff/PcZ48/src/jacobian.jl:145
 [11] jacobian!(result::Matrix{…}, f::Function, x::Matrix{…}, cfg::ForwardDiff.JacobianConfig{…}, ::Val{…})
    @ ForwardDiff ~/.julia/packages/ForwardDiff/PcZ48/src/jacobian.jl:58
 [12] jacobian!(result::Matrix{…}, f::Function, x::Matrix{…}, cfg::ForwardDiff.JacobianConfig{…})
    @ ForwardDiff ~/.julia/packages/ForwardDiff/PcZ48/src/jacobian.jl:56
 [13] sparse_jacobian!(J::Matrix{…}, ::AutoForwardDiff{…}, cache::SparseDiffTools.ForwardDiffJacobianCache{…}, f::SciMLBase.JacobianWrapper{…}, x::Matrix{…})
    @ SparseDiffTools ~/.julia/packages/SparseDiffTools/qxnHN/src/highlevel/forward_mode.jl:60
 [14] (::NonlinearSolve.JacobianCache{…})(J::Matrix{…}, u::Matrix{…}, p::Nothing)
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/5yLII/src/internal/jacobian.jl:136
 [15] JacobianCache
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/internal/jacobian.jl:106 [inlined]
 [16] __step!(cache::NonlinearSolve.GeneralizedFirstOrderAlgorithmCache{…}; recompute_jacobian::Nothing, kwargs::@Kwargs{})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/5yLII/src/core/generalized_first_order.jl:207
 [17] __step!
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/core/generalized_first_order.jl:203 [inlined]
 [18] #step!#210
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/core/generic.jl:55 [inlined]
 [19] step!
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/core/generic.jl:50 [inlined]
 [20] solve!(cache::NonlinearSolve.GeneralizedFirstOrderAlgorithmCache{…})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/5yLII/src/core/generic.jl:13
 [21] __solve(::NonlinearProblem{…}, ::GeneralizedFirstOrderAlgorithm{…}; kwargs::@Kwargs{…})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/5yLII/src/core/generic.jl:4
 [22] __solve
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/core/generic.jl:1 [inlined]
 [23] macro expansion
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/default.jl:278 [inlined]
 [24] __solve(::NonlinearProblem{…}, ::NonlinearSolvePolyAlgorithm{…}; alias_u0::Bool, verbose::Bool, kwargs::@Kwargs{…})
    @ NonlinearSolve ~/.julia/packages/NonlinearSolve/5yLII/src/default.jl:248
 [25] __solve
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/default.jl:248 [inlined]
 [26] #__solve#329
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/default.jl:511 [inlined]
 [27] __solve
    @ ~/.julia/packages/NonlinearSolve/5yLII/src/default.jl:508 [inlined]
 [28] #__solve#61
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1371 [inlined]
 [29] __solve
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1364 [inlined]
 [30] #solve_call#34
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:609 [inlined]
 [31] solve_call
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:567 [inlined]
 [32] #solve_up#42
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1050 [inlined]
 [33] solve_up
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1044 [inlined]
 [34] #solve#41
    @ ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1038 [inlined]
 [35] solve(::NonlinearProblem{…})
    @ DiffEqBase ~/.julia/packages/DiffEqBase/nc5nE/src/solve.jl:1028
 [36] top-level scope
    @ Untitled-1:14
Some type information was truncated. Use `show(err)` to see complete types.

Environment (please complete the following information):

  • Output of using Pkg; Pkg.status()
[667455a9] Cubature v1.5.1
  [31c24e10] Distributions v0.25.107
  [d4d017d3] ExponentialUtilities v1.26.1
  [f6369f11] ForwardDiff v0.10.36
βŒƒ [de52edbc] Integrals v4.3.0
βŒƒ [8913a72c] NonlinearSolve v3.8.3
βŒƒ [1dea7af3] OrdinaryDiffEq v6.70.1
βŒƒ [91a5bcdd] Plots v1.40.1
  [44d3d7a6] Weave v0.10.12
  • Output of using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
βŒƒ [47edcb42] ADTypes v0.2.6
βŒƒ [7d9f7c33] Accessors v0.1.35
βŒƒ [79e6a3ab] Adapt v4.0.1
βŒ… [ec485272] ArnoldiMethod v0.2.0
βŒƒ [4fba245c] ArrayInterface v7.7.0
βŒƒ [4c555306] ArrayLayouts v1.6.0
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βŒƒ [34da2185] Compat v4.12.0
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  [2569d6c7] ConcreteStructs v0.2.3
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βŒƒ [187b0558] ConstructionBase v1.5.4
  [d38c429a] Contour v0.6.2
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βŒ… [f151be2c] EnzymeCore v0.6.5
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βŒƒ [6a86dc24] FiniteDiff v2.22.0
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βŒƒ [90137ffa] StaticArrays v1.9.2
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βŒƒ [3161d3a3] Zstd_jll v1.5.5+0
  [35ca27e7] eudev_jll v3.2.9+0
  [214eeab7] fzf_jll v0.43.0+0
  [1a1c6b14] gperf_jll v3.1.1+0
  [a4ae2306] libaom_jll v3.4.0+0
  [0ac62f75] libass_jll v0.15.1+0
  [2db6ffa8] libevdev_jll v1.11.0+0
  [f638f0a6] libfdk_aac_jll v2.0.2+0
  [36db933b] libinput_jll v1.18.0+0
βŒƒ [b53b4c65] libpng_jll v1.6.40+0
  [f27f6e37] libvorbis_jll v1.3.7+1
  [009596ad] mtdev_jll v1.1.6+0
  [1270edf5] x264_jll v2021.5.5+0
  [dfaa095f] x265_jll v3.5.0+0
  [d8fb68d0] xkbcommon_jll v1.4.1+1
  [0dad84c5] ArgTools v1.1.1
  [56f22d72] Artifacts
  [2a0f44e3] Base64
  [ade2ca70] Dates
  [8ba89e20] Distributed
  [f43a241f] Downloads v1.6.0
  [7b1f6079] FileWatching
  [9fa8497b] Future
  [b77e0a4c] InteractiveUtils
  [4af54fe1] LazyArtifacts
  [b27032c2] LibCURL v0.6.4
  [76f85450] LibGit2
  [8f399da3] Libdl
  [37e2e46d] LinearAlgebra
  [56ddb016] Logging
  [d6f4376e] Markdown
  [a63ad114] Mmap
  [ca575930] NetworkOptions v1.2.0
  [44cfe95a] Pkg v1.10.0
  [de0858da] Printf
  [3fa0cd96] REPL
  [9a3f8284] Random
  [ea8e919c] SHA v0.7.0
  [9e88b42a] Serialization
  [1a1011a3] SharedArrays
  [6462fe0b] Sockets
  [2f01184e] SparseArrays v1.10.0
  [10745b16] Statistics v1.10.0
  [4607b0f0] SuiteSparse
  [fa267f1f] TOML v1.0.3
  [a4e569a6] Tar v1.10.0
  [8dfed614] Test
  [cf7118a7] UUIDs
  [4ec0a83e] Unicode
  [e66e0078] CompilerSupportLibraries_jll v1.1.0+0
  [deac9b47] LibCURL_jll v8.4.0+0
  [e37daf67] LibGit2_jll v1.6.4+0
  [29816b5a] LibSSH2_jll v1.11.0+1
  [c8ffd9c3] MbedTLS_jll v2.28.2+1
  [14a3606d] MozillaCACerts_jll v2023.1.10
  [4536629a] OpenBLAS_jll v0.3.23+4
  [05823500] OpenLibm_jll v0.8.1+2
  [efcefdf7] PCRE2_jll v10.42.0+1
  [bea87d4a] SuiteSparse_jll v7.2.1+1
  [83775a58] Zlib_jll v1.2.13+1
  [8e850b90] libblastrampoline_jll v5.8.0+1
  [8e850ede] nghttp2_jll v1.52.0+1
  [3f19e933] p7zip_jll v17.4.0+2
Info Packages marked with βŒƒ and βŒ… have new versions available. Those with βŒƒ may be upgradable, but those with βŒ… are restricted by compatibility constraints from upgrading. To see why use `status --outdated -m`
  • Output of versioninfo()
Julia Version 1.10.2
Commit bd47eca2c8a (2024-03-01 10:14 UTC)
Build Info:
  Official https://julialang.org/ release
Platform Info:
  OS: macOS (x86_64-apple-darwin22.4.0)
  CPU: 8 Γ— Intel(R) Core(TM) i5-8279U CPU @ 2.40GHz
  WORD_SIZE: 64
  LIBM: libopenlibm
  LLVM: libLLVM-15.0.7 (ORCJIT, skylake)
Threads: 8 default, 0 interactive, 4 GC (on 8 virtual cores)
Environment:
  JULIA_EDITOR = code

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