ModelingToolkit.jl
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Published
20 hours ago •
SciML
SciML
MTK -- linearization bug (?)
When I try to linearize my model, I get an "BoundsError: attempt to access 302-element Vector{Vector{Int64}} at index [303]" error🐞
Here is my Julia/MTK statement with partial error message:
julia> linearize(of_noi, [of_noi.dm.ṁ_i], [of_noi.dm.p], op=Dict(of_noi.dm.ṁ_i => u_ṁ_c2d(0) ))
BoundsError: attempt to access 302-element Vector{Vector{Int64}} at index [303]
Stacktrace:
[1] getindex
@ .\essentials.jl:13 [inlined]
[2] 𝑑neighbors
@ C:\Users\Bernt\.julia\packages\ModelingToolkit\7em8Z\src\bipartite_graph.jl:369 [inlined]
[3] 𝑑neighbors
@ C:\Users\Bernt\.julia\packages\ModelingToolkit\7em8Z\src\bipartite_graph.jl:368 [inlined]
[4] check_consistency(state::TearingState{ODESystem}, orig_inputs::Set{Any})
...
Expected behavior
I expected Julia to respond with a collection of linearized matrices A, B, C, D, etc.
Minimal Reproducible Example 👇
I have not been able to create a minimal reproducible example (MRE). I tried to make a couple of similar examples, but in both of those cases, my code works.
Still, to illustrate what I do, I include a similar but slightly simpler example. In this simplified example, I consider a Telegraph Line module:
which I then cascade into a Telegraph Line system:
# Packages
using ModelingToolkit
using ModelingToolkit: t_nounits as t, D_nounits as Dt
using DifferentialEquations
#
# Telegraph Line Module
#
@mtkmodel Telegraph_Module begin
# Model parameters
@parameters begin
# Default parameters X_, X ∈ {R,L,G,C} taken from https://en.wikipedia.org/wiki/Telegrapher%27s_equations
R_=172.28, [description = "Unit resistance, Ω/km"]
L_=612.5e-6, [description = "Unit inductance, H/km"]
G_=0.072e-6, [description = "Unit conductance, S/km"]
C_=51.57e-9, [description = "Unit capacitance, F/km"]
Δx=1, [description = "Module length, km"]
R=R_*Δx, [description = "Resistance, Ω"]
L=L_*Δx, [description = "Inductance, H"]
G=G_*Δx, [description = "Conductance, S"]
C=C_*Δx, [description = "Capacitance, F"]
end
#
# Model variables, with initial values
@variables begin
# Inputs
u(t), [description = "Voltage at input, V"]
# Variables
u₊(t)=0.5, [description = "Voltage at output, V"]
i(t)=1e-3, [description = "Current at input, A"]
i₊(t), [description = "Current at output, A"]
end
#
# Telegraph line module equations
#
@equations begin
u ~ R*i + L*Dt(i) + u₊
i ~ G*u₊ + C*Dt(u₊) + i₊
end
end
#
# Telegraph Line System
# -- cascaded modules + input + load
#
@mtkmodel Telegraph_Line begin
#
@parameters begin
R_L=600, [description = "Load resistance, Ω"]
end
#
@structural_parameters begin
ℓ = 10 # km
N = 2
end
# Components used
@components begin
tm = [Telegraph_Module(; Δx=ℓ/N) for i in 1:N]
end
# Equations for connecting components
@equations begin
# Distribution manifold splitting
tm[1].u ~ sin(2π*1_000*t) # Input at 1 kHz
[tm[j].u ~ tm[j-1].u₊ for j in 2:N]...
[tm[j].i ~ tm[j-1].i₊ for j in 2:N]...
tm[N].i₊ ~ tm[N].u₊/R_L # Terminal load
end
end
I then instantiate this model + run the simulation successfully:
ℓ = 18
N = 3
#
@mtkbuild tL = Telegraph_Line(; ℓ=ℓ, N=N)
#
tspan = (0, 1e-2)
#u_ṁ_c2d(t) = ṁ_c2d_constant(t)
#
prob = ODEProblem(tL, [], tspan)
sol = solve(prob)
This works fine.
Next, I want to linearize the model. To do so, without using ModelingToolkitStandardLibrary and Analysis Points, I create a copy of the system model where I comment out the definition of input(s), i.e., I create a version with "no inputs" (_noi):
@mtkmodel Telegraph_Line_noi begin
#
@parameters begin
R_L=3e3, [description = "Load resistance, Ω"]
end
#
@structural_parameters begin
ℓ = 10 # km
N = 2
end
# Components used
@components begin
tm = [Telegraph_Module(; Δx=ℓ/N) for i in 1:N]
end
# Equations for connecting components
@equations begin
# Distribution manifold splitting
# tm[1].u ~ sin(2π*1_000*t) # Input
[tm[j].u ~ tm[j-1].u₊ for j in 2:N]...
[tm[j].i ~ tm[j-1].i₊ for j in 2:N]...
tm[N].i₊ ~ tm[N].u₊/R_L
end
end
which I then instantiate and do the linearization:
@named tL_noi = Telegraph_Line_noi(; ℓ=ℓ, N=N)
tL_noi = complete(tL_noi)
#
matx_, _ = linearize(tL_noi, [tL_noi.tm_1.u], [tL_noi.tm_3.i₊], op=Dict(tL_noi.tm_1.u => 1))
This works (as expected).
My problem is that when I do the exactly same thing for my other, slightly more complex model, (i) doing simulation with the balanced model works, but (ii) when creating a model with inputs commented out, linearization leads to the error message with BoundsError.
Error & Stacktrace ⚠️
{
"name": "BoundsError",
"message": "BoundsError: attempt to access 302-element Vector{Vector{Int64}} at index [303]",
"stack": "BoundsError: attempt to access 302-element Vector{Vector{Int64}} at index [303]\n\nStacktrace:\n [1] getindex\n @ .\\essentials.jl:13 [inlined]\n [2] 𝑑neighbors\n @ C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\bipartite_graph.jl:369 [inlined]\n [3] 𝑑neighbors\n @ C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\bipartite_graph.jl:368 [inlined]\n [4] check_consistency(state::TearingState{ODESystem}, orig_inputs::Set{Any})\n @ ModelingToolkit.StructuralTransformations C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\structural_transformation\\utils.jl:96\n [5] _structural_simplify!(state::TearingState{ODESystem}, io::Tuple{Vector{Num}, Vector{Num}}; simplify::Bool, check_consistency::Bool, fully_determined::Bool, warn_initialize_determined::Bool, dummy_derivative::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\systemstructure.jl:691\n [6] structural_simplify!(state::TearingState{ODESystem}, io::Tuple{Vector{Num}, Vector{Num}}; simplify::Bool, check_consistency::Bool, fully_determined::Bool, warn_initialize_determined::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\systemstructure.jl:634\n [7] __structural_simplify(sys::ODESystem, io::Tuple{Vector{Num}, Vector{Num}}; simplify::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\systems.jl:83\n [8] structural_simplify(sys::ODESystem, io::Tuple{Vector{Num}, Vector{Num}}; simplify::Bool, split::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\systems.jl:24\n [9] structural_simplify\n @ C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\systems.jl:21 [inlined]\n [10] io_preprocessing(sys::ODESystem, inputs::Vector{Num}, outputs::Vector{Num}; simplify::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\abstractsystem.jl:1934\n [11] linearization_function(sys::ODESystem, inputs::Vector{Num}, outputs::Vector{Num}; simplify::Bool, initialize::Bool, op::Dict{Num, Float64}, p::SciMLBase.NullParameters, zero_dummy_der::Bool, initialization_solver_alg::GeneralizedFirstOrderAlgorithm{nothing, :TrustRegion, Missing, NonlinearSolve.GenericTrustRegionScheme{NonlinearSolve.RadiusUpdateSchemes.__Simple, Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}, Rational{Int64}, Nothing, Nothing, Nothing, Nothing}, Dogleg{NewtonDescent{Nothing, typeof(NonlinearSolve.DEFAULT_PRECS)}, SteepestDescent{Nothing, typeof(NonlinearSolve.DEFAULT_PRECS)}}, Nothing, Nothing, Nothing}, eval_expression::Bool, eval_module::Module, warn_initialize_determined::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\abstractsystem.jl:1990\n [12] linearization_function\n @ C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\abstractsystem.jl:1978 [inlined]\n [13] linearize(sys::ODESystem, inputs::Vector{Num}, outputs::Vector{Num}; op::Dict{Num, Float64}, t::Float64, allow_input_derivatives::Bool, zero_dummy_der::Bool, kwargs::@Kwargs{})\n @ ModelingToolkit C:\\Users\\Bernt\\.julia\\packages\\ModelingToolkit\\7em8Z\\src\\systems\\abstractsystem.jl:2429\n [14] top-level scope\n @ c:\\Users\\Bernt\\OneDrive\\Documents\\researchUSN\\Supervisor\\PhD\\Kushila_Jayamanne\\Notebooks\\gas-lifted_oil-field_DAE_components.ipynb:1"
}
Environment (please complete the following information):
- Output of
using Pkg; Pkg.status()
Status `C:\Users\Bernt\.julia\environments\v1.10\Project.toml`
⌅ [c3fe647b] AbstractAlgebra v0.41.10
[6e4b80f9] BenchmarkTools v1.5.0
[764a87c0] BoundaryValueDiffEq v5.9.0
[336ed68f] CSV v0.10.14
[a6e380b2] ControlSystems v1.10.3
[687d7614] ControlSystemsMTK v2.1.0
[a93c6f00] DataFrames v1.6.1
⌅ [82cc6244] DataInterpolations v4.8.0
[6748aba7] DeepEquilibriumNetworks v2.1.4
[0c46a032] DifferentialEquations v7.13.0
[5b8099bc] DomainSets v0.7.14
[0b43b601] Groebner v0.7.5
[7073ff75] IJulia v1.25.0
[b964fa9f] LaTeXStrings v1.3.1
[23fbe1c1] Latexify v0.16.4
[b2108857] Lux v0.5.61
[94925ecb] MethodOfLines v0.11.1
[961ee093] ModelingToolkit v9.25.0
[16a59e39] ModelingToolkitStandardLibrary v2.7.5
⌅ [2edaba10] Nemo v0.45.7
[8913a72c] NonlinearSolve v3.13.1
[1dea7af3] OrdinaryDiffEq v6.86.0
[91a5bcdd] Plots v1.40.5
[98d1487c] PolyesterForwardDiff v0.1.2
[f27b6e38] Polynomials v4.0.11
[90137ffa] StaticArrays v1.9.7
[0c5d862f] Symbolics v5.34.0
- Output of
using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
Status `C:\Users\Bernt\.julia\environments\v1.10\Manifest.toml`
[47edcb42] ADTypes v1.6.1
⌅ [c3fe647b] AbstractAlgebra v0.41.10
[621f4979] AbstractFFTs v1.5.0
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.36
[79e6a3ab] Adapt v4.0.4
[66dad0bd] AliasTables v1.1.3
[dce04be8] ArgCheck v2.3.0
[ec485272] ArnoldiMethod v0.4.0
[4fba245c] ArrayInterface v7.12.0
[4c555306] ArrayLayouts v1.10.2
[a9b6321e] Atomix v0.1.0
⌃ [13072b0f] AxisAlgorithms v1.0.1
[aae01518] BandedMatrices v1.7.2
[6e4b80f9] BenchmarkTools v1.5.0
[e2ed5e7c] Bijections v0.1.7
[d1d4a3ce] BitFlags v0.1.9
[62783981] BitTwiddlingConvenienceFunctions v0.1.6
[764a87c0] BoundaryValueDiffEq v5.9.0
[fa961155] CEnum v0.5.0
[2a0fbf3d] CPUSummary v0.2.6
[00ebfdb7] CSTParser v3.4.3
[336ed68f] CSV v0.10.14
[49dc2e85] Calculus v0.5.1
[d360d2e6] ChainRulesCore v1.24.0
[fb6a15b2] CloseOpenIntervals v0.1.13
[944b1d66] CodecZlib v0.7.5
[35d6a980] ColorSchemes v3.26.0
[3da002f7] ColorTypes v0.11.5
[c3611d14] ColorVectorSpace v0.10.0
[5ae59095] Colors v0.12.11
[861a8166] Combinatorics v1.0.2
[a80b9123] CommonMark v0.8.12
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.0
[f70d9fcc] CommonWorldInvalidations v1.0.0
[34da2185] Compat v4.15.0
[b0b7db55] ComponentArrays v0.15.14
[b152e2b5] CompositeTypes v0.1.4
[a33af91c] CompositionsBase v0.1.2
[2569d6c7] ConcreteStructs v0.2.3
[f0e56b4a] ConcurrentUtilities v2.4.2
[8f4d0f93] Conda v1.10.2
[187b0558] ConstructionBase v1.5.5
[d38c429a] Contour v0.6.3
[a6e380b2] ControlSystems v1.10.3
[aaaaaaaa] ControlSystemsBase v1.10.2
[687d7614] ControlSystemsMTK v2.1.0
[adafc99b] CpuId v0.3.1
[a8cc5b0e] Crayons v4.1.1
[717857b8] DSP v0.7.9
[9a962f9c] DataAPI v1.16.0
[a93c6f00] DataFrames v1.6.1
⌅ [82cc6244] DataInterpolations v4.8.0
[864edb3b] DataStructures v0.18.20
[e2d170a0] DataValueInterfaces v1.0.0
[6748aba7] DeepEquilibriumNetworks v2.1.4
[bcd4f6db] DelayDiffEq v5.47.3
[8bb1440f] DelimitedFiles v1.9.1
[a81e2ce2] DescriptorSystems v1.4.3
[2b5f629d] DiffEqBase v6.151.5
[459566f4] DiffEqCallbacks v3.6.2
[77a26b50] DiffEqNoiseProcess v5.22.0
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
[0c46a032] DifferentialEquations v7.13.0
[a0c0ee7d] DifferentiationInterface v0.5.9
[8d63f2c5] DispatchDoctor v0.4.12
[b4f34e82] Distances v0.10.11
[31c24e10] Distributions v0.25.109
[ffbed154] DocStringExtensions v0.9.3
[5b8099bc] DomainSets v0.7.14
[fa6b7ba4] DualNumbers v0.6.8
⌅ [7c1d4256] DynamicPolynomials v0.5.7
⌅ [06fc5a27] DynamicQuantities v0.13.2
[4e289a0a] EnumX v1.0.4
[f151be2c] EnzymeCore v0.7.7
[460bff9d] ExceptionUnwrapping v0.1.10
[d4d017d3] ExponentialUtilities v1.26.1
[e2ba6199] ExprTools v0.1.10
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[7034ab61] FastBroadcast v0.3.4
[9aa1b823] FastClosures v0.3.2
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[6a86dc24] FiniteDiff v2.23.1
[53c48c17] FixedPointNumbers v0.8.5
[1fa38f19] Format v1.3.7
[f6369f11] ForwardDiff v0.10.36
[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v0.1.3
[d9f16b24] Functors v0.4.11
[46192b85] GPUArraysCore v0.1.6
[28b8d3ca] GR v0.73.6
[c145ed77] GenericSchur v0.5.4
[c27321d9] Glob v1.3.1
[86223c79] Graphs v1.11.2
[42e2da0e] Grisu v1.0.2
[0b43b601] Groebner v0.7.5
[cd3eb016] HTTP v1.10.8
[3e5b6fbb] HostCPUFeatures v0.1.17
[e91730f6] Hungarian v0.7.0
[34004b35] HypergeometricFunctions v0.3.23
[7073ff75] IJulia v1.25.0
[615f187c] IfElse v0.1.1
[d25df0c9] Inflate v0.1.5
[842dd82b] InlineStrings v1.4.2
[18e54dd8] IntegerMathUtils v0.1.2
⌅ [a98d9a8b] Interpolations v0.14.0
[8197267c] IntervalSets v0.7.10
[3587e190] InverseFunctions v0.1.15
[41ab1584] InvertedIndices v1.3.0
[92d709cd] IrrationalConstants v0.2.2
[c8e1da08] IterTools v1.10.0
[82899510] IteratorInterfaceExtensions v1.0.0
[1019f520] JLFzf v0.1.7
[692b3bcd] JLLWrappers v1.5.0
[682c06a0] JSON v0.21.4
[98e50ef6] JuliaFormatter v1.0.58
[ccbc3e58] JumpProcesses v9.11.1
[ef3ab10e] KLU v0.6.0
[63c18a36] KernelAbstractions v0.9.22
[ba0b0d4f] Krylov v0.9.6
[929cbde3] LLVM v8.0.0
[b964fa9f] LaTeXStrings v1.3.1
[2ee39098] LabelledArrays v1.16.0
[984bce1d] LambertW v0.4.6
[23fbe1c1] Latexify v0.16.4
[10f19ff3] LayoutPointers v0.1.17
[5078a376] LazyArrays v2.1.9
[2d8b4e74] LevyArea v1.0.0
[d3d80556] LineSearches v7.2.0
[7a12625a] LinearMaps v3.11.3
[7ed4a6bd] LinearSolve v2.30.2
[2ab3a3ac] LogExpFunctions v0.3.28
[e6f89c97] LoggingExtras v1.0.3
[bdcacae8] LoopVectorization v0.12.171
[30fc2ffe] LossFunctions v0.11.1
[b2108857] Lux v0.5.61
[bb33d45b] LuxCore v0.1.20
[34f89e08] LuxDeviceUtils v0.1.26
[82251201] LuxLib v0.3.30
[d8e11817] MLStyle v0.4.17
[1914dd2f] MacroTools v0.5.13
[d125e4d3] ManualMemory v0.1.8
[99c1a7ee] MatrixEquations v2.4.2
[a3b82374] MatrixFactorizations v3.0.0
[48965c70] MatrixPencils v1.8.0
[bb5d69b7] MaybeInplace v0.1.3
[739be429] MbedTLS v1.1.9
[442fdcdd] Measures v0.3.2
[94925ecb] MethodOfLines v0.11.1
[e1d29d7a] Missings v1.2.0
[961ee093] ModelingToolkit v9.25.0
[16a59e39] ModelingToolkitStandardLibrary v2.7.5
[0987c9cc] MonteCarloMeasurements v1.2.0
[46d2c3a1] MuladdMacro v0.2.4
[102ac46a] MultivariatePolynomials v0.5.6
[d8a4904e] MutableArithmetics v1.4.5
[d41bc354] NLSolversBase v7.8.3
[2774e3e8] NLsolve v4.5.1
[872c559c] NNlib v0.9.21
[77ba4419] NaNMath v1.0.2
⌅ [2edaba10] Nemo v0.45.7
[8913a72c] NonlinearSolve v3.13.1
[6fe1bfb0] OffsetArrays v1.14.1
[4d8831e6] OpenSSL v1.4.3
[429524aa] Optim v1.9.4
[3bd65402] Optimisers v0.3.3
[bac558e1] OrderedCollections v1.6.3
[1dea7af3] OrdinaryDiffEq v6.86.0
[a7812802] PDEBase v0.1.12
[90014a1f] PDMats v0.11.31
[65ce6f38] PackageExtensionCompat v1.0.2
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.1
[b98c9c47] Pipe v1.3.0
[ccf2f8ad] PlotThemes v3.2.0
[995b91a9] PlotUtils v1.4.1
[91a5bcdd] Plots v1.40.5
[e409e4f3] PoissonRandom v0.4.4
[f517fe37] Polyester v0.7.15
[98d1487c] PolyesterForwardDiff v0.1.2
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[f27b6e38] Polynomials v4.0.11
[2dfb63ee] PooledArrays v1.4.3
[85a6dd25] PositiveFactorizations v0.2.4
[d236fae5] PreallocationTools v0.4.22
[aea7be01] PrecompileTools v1.2.1
[21216c6a] Preferences v1.4.3
[08abe8d2] PrettyTables v2.3.2
[27ebfcd6] Primes v0.5.6
[43287f4e] PtrArrays v1.2.0
[1fd47b50] QuadGK v2.9.4
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[fb686558] RandomExtensions v0.4.4
[e6cf234a] RandomNumbers v1.5.3
[c84ed2f1] Ratios v0.4.5
[3cdcf5f2] RecipesBase v1.3.4
[01d81517] RecipesPipeline v0.6.12
[731186ca] RecursiveArrayTools v3.26.0
[f2c3362d] RecursiveFactorization v0.2.23
[189a3867] Reexport v1.2.2
[05181044] RelocatableFolders v1.0.1
[ae029012] Requires v1.3.0
[ae5879a3] ResettableStacks v1.1.1
[79098fc4] Rmath v0.7.1
[21fd56a4] RobustAndOptimalControl v0.4.31
[7e49a35a] RuntimeGeneratedFunctions v0.5.13
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[476501e8] SLEEFPirates v0.6.43
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[c0aeaf25] SciMLOperators v0.3.8
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[727e6d20] SimpleNonlinearSolve v1.10.1
[699a6c99] SimpleTraits v0.9.4
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[0a514795] SparseMatrixColorings v0.3.5
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[276daf66] SpecialFunctions v2.4.0
[aedffcd0] Static v1.1.1
[0d7ed370] StaticArrayInterface v1.5.1
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[1e83bf80] StaticArraysCore v1.4.3
[82ae8749] StatsAPI v1.7.0
[2913bbd2] StatsBase v0.34.3
[4c63d2b9] StatsFuns v1.3.1
[9672c7b4] SteadyStateDiffEq v2.2.0
[789caeaf] StochasticDiffEq v6.66.0
[7792a7ef] StrideArraysCore v0.5.7
[892a3eda] StringManipulation v0.3.4
[c3572dad] Sundials v4.24.0
[2efcf032] SymbolicIndexingInterface v0.3.26
[19f23fe9] SymbolicLimits v0.2.1
[d1185830] SymbolicUtils v2.1.2
[0c5d862f] Symbolics v5.34.0
[3783bdb8] TableTraits v1.0.1
[bd369af6] Tables v1.12.0
[62fd8b95] TensorCore v0.1.1
⌅ [8ea1fca8] TermInterface v0.4.1
[8290d209] ThreadingUtilities v0.5.2
[a759f4b9] TimerOutputs v0.5.24
[0796e94c] Tokenize v0.5.29
[3bb67fe8] TranscodingStreams v0.11.1
[d5829a12] TriangularSolve v0.2.1
[410a4b4d] Tricks v0.1.8
[781d530d] TruncatedStacktraces v1.4.0
[5c2747f8] URIs v1.5.1
[3a884ed6] UnPack v1.0.2
[1cfade01] UnicodeFun v0.4.1
[1986cc42] Unitful v1.21.0
[45397f5d] UnitfulLatexify v1.6.4
[a7c27f48] Unityper v0.1.6
[0fe1646c] UnrolledUtilities v0.1.2
[013be700] UnsafeAtomics v0.2.1
[d80eeb9a] UnsafeAtomicsLLVM v0.1.5
[41fe7b60] Unzip v0.2.0
[3d5dd08c] VectorizationBase v0.21.70
[81def892] VersionParsing v1.3.0
[19fa3120] VertexSafeGraphs v0.2.0
[ea10d353] WeakRefStrings v1.4.2
[d49dbf32] WeightInitializers v0.1.10
⌅ [efce3f68] WoodburyMatrices v0.5.6
[76eceee3] WorkerUtilities v1.6.1
[c2297ded] ZMQ v1.2.6
[6e34b625] Bzip2_jll v1.0.8+1
[83423d85] Cairo_jll v1.18.0+2
[2702e6a9] EpollShim_jll v0.0.20230411+0
[2e619515] Expat_jll v2.6.2+0
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
[f5851436] FFTW_jll v3.3.10+0
[e134572f] FLINT_jll v300.100.300+0
[a3f928ae] Fontconfig_jll v2.13.96+0
[d7e528f0] FreeType2_jll v2.13.2+0
[559328eb] FriBidi_jll v1.0.14+0
[0656b61e] GLFW_jll v3.4.0+0
[d2c73de3] GR_jll v0.73.6+0
[78b55507] Gettext_jll v0.21.0+0
[7746bdde] Glib_jll v2.80.2+0
[3b182d85] Graphite2_jll v1.3.14+0
[2e76f6c2] HarfBuzz_jll v2.8.1+1
[1d5cc7b8] IntelOpenMP_jll v2024.2.0+0
[aacddb02] JpegTurbo_jll v3.0.3+0
[c1c5ebd0] LAME_jll v3.100.2+0
⌅ [88015f11] LERC_jll v3.0.0+1
[dad2f222] LLVMExtra_jll v0.0.30+0
[1d63c593] LLVMOpenMP_jll v15.0.7+0
[dd4b983a] LZO_jll v2.10.2+0
⌅ [e9f186c6] Libffi_jll v3.2.2+1
[d4300ac3] Libgcrypt_jll v1.8.11+0
[7e76a0d4] Libglvnd_jll v1.6.0+0
[7add5ba3] Libgpg_error_jll v1.49.0+0
[94ce4f54] Libiconv_jll v1.17.0+0
[4b2f31a3] Libmount_jll v2.40.1+0
⌅ [89763e89] Libtiff_jll v4.5.1+1
[38a345b3] Libuuid_jll v2.40.1+0
[856f044c] MKL_jll v2024.2.0+0
[e7412a2a] Ogg_jll v1.3.5+1
⌅ [656ef2d0] OpenBLAS32_jll v0.3.24+0
[458c3c95] OpenSSL_jll v3.0.14+0
[efe28fd5] OpenSpecFun_jll v0.5.5+0
[91d4177d] Opus_jll v1.3.2+0
[30392449] Pixman_jll v0.43.4+0
[c0090381] Qt6Base_jll v6.7.1+1
[f50d1b31] Rmath_jll v0.4.2+0
⌅ [fb77eaff] Sundials_jll v5.2.2+0
[a44049a8] Vulkan_Loader_jll v1.3.243+0
[a2964d1f] Wayland_jll v1.21.0+1
[2381bf8a] Wayland_protocols_jll v1.31.0+0
[02c8fc9c] XML2_jll v2.13.1+0
[aed1982a] XSLT_jll v1.1.41+0
[ffd25f8a] XZ_jll v5.4.6+0
[f67eecfb] Xorg_libICE_jll v1.1.1+0
[c834827a] Xorg_libSM_jll v1.2.4+0
[4f6342f7] Xorg_libX11_jll v1.8.6+0
[0c0b7dd1] Xorg_libXau_jll v1.0.11+0
[935fb764] Xorg_libXcursor_jll v1.2.0+4
[a3789734] Xorg_libXdmcp_jll v1.1.4+0
[1082639a] Xorg_libXext_jll v1.3.6+0
[d091e8ba] Xorg_libXfixes_jll v5.0.3+4
[a51aa0fd] Xorg_libXi_jll v1.7.10+4
[d1454406] Xorg_libXinerama_jll v1.1.4+4
[ec84b674] Xorg_libXrandr_jll v1.5.2+4
[ea2f1a96] Xorg_libXrender_jll v0.9.11+0
[14d82f49] Xorg_libpthread_stubs_jll v0.1.1+0
[c7cfdc94] Xorg_libxcb_jll v1.17.0+0
[cc61e674] Xorg_libxkbfile_jll v1.1.2+0
[e920d4aa] Xorg_xcb_util_cursor_jll v0.1.4+0
[12413925] Xorg_xcb_util_image_jll v0.4.0+1
[2def613f] Xorg_xcb_util_jll v0.4.0+1
[975044d2] Xorg_xcb_util_keysyms_jll v0.4.0+1
[0d47668e] Xorg_xcb_util_renderutil_jll v0.3.9+1
[c22f9ab0] Xorg_xcb_util_wm_jll v0.4.1+1
[35661453] Xorg_xkbcomp_jll v1.4.6+0
[33bec58e] Xorg_xkeyboard_config_jll v2.39.0+0
[c5fb5394] Xorg_xtrans_jll v1.5.0+0
[8f1865be] ZeroMQ_jll v4.3.5+0
[3161d3a3] Zstd_jll v1.5.6+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 v3.9.0+0
[0ac62f75] libass_jll v0.15.1+0
[2db6ffa8] libevdev_jll v1.11.0+0
[f638f0a6] libfdk_aac_jll v2.0.2+0
[36db933b] libinput_jll v1.18.0+0
[b53b4c65] libpng_jll v1.6.43+1
[a9144af2] libsodium_jll v1.0.20+0
[f27f6e37] libvorbis_jll v1.3.7+1
[009596ad] mtdev_jll v1.1.6+0
[1317d2d5] oneTBB_jll v2021.12.0+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
[9abbd945] Profile
[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 v1.1.1+0
[781609d7] GMP_jll v6.2.1+6
[deac9b47] LibCURL_jll v8.4.0+0
[e37daf67] LibGit2_jll v1.6.4+0
[29816b5a] LibSSH2_jll v1.11.0+1
[3a97d323] MPFR_jll v4.2.0+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
- Output of
versioninfo()
Julia Version 1.10.4
Commit 48d4fd4843 (2024-06-04 10:41 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: Windows (x86_64-w64-mingw32)
CPU: 12 × 12th Gen Intel(R) Core(TM) i7-1255U
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-15.0.7 (ORCJIT, alderlake)
Threads: 1 default, 0 interactive, 1 GC (on 12 virtual cores)
Additional context
The problem where I get an error message is somewhat too complex to include here. Also, it is part of a research project, and I'd prefer to not include it in public. However, if some MTK developers need to get access to my code, I can provide it via e-mail.
