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Description
Describe the bug 🐞
LBFGSB method seems to toss an error. I am using the command:
sol = solve(optprob, Optimization.LBFGS(), maxiters = 1000)
Expected behavior
Optimization using LBFGS.
Minimal Reproducible Example 👇
Without MRE, we would only be able to help you to a limited extent, and attention to the issue would be limited. to know more about MRE refer to wikipedia and stackoverflow.
function con2_c(res, x, p)
res .= [x[1]^2 + x[2]^2, (x[2] * sin(x[1]) + x[1]) - 5]
end
optf = OptimizationFunction(rosenbrock, AutoZygote(), cons = con2_c)
prob = OptimizationProblem(optf, x0, p, lcons = [1.0, -Inf],
ucons = [1.0, 0.0], lb = [-1.0, -1.0],
ub = [1.0, 1.0])
res = solve(prob, Optimization.LBFGS(), maxiters = 100)
Error & Stacktrace
ERROR: LoadError: MethodError: no method matching (::LBFGSB.L_BFGS_B)(::Optimization.var"#16#28"{OptimizationCache{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", OptimizationBase.var"#grad#16"{SciMLBase.NullParameters, OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", 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}, AutoForwardDiff{nothing, 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{Matrix{Float64}, SciMLBase.NullParameters}, Vector{Float64}, Vector{Float64}, Nothing, Nothing, Nothing, Optimization.LBFGS, Bool, OptimizationBase.NullCallback, Nothing}}, ::OptimizationBase.var"#grad#16"{SciMLBase.NullParameters, OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", 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}, AutoForwardDiff{nothing, Nothing}}, ::Matrix{Float64}, ::Matrix{Float64}; m::Int64, maxiter::Int64)
Closest candidates are:
(::LBFGSB.L_BFGS_B)(::Any, ::Any, ::AbstractVector, ::AbstractMatrix; m, factr, pgtol, iprint, maxfun, maxiter)
@ LBFGSB ~/.julia/packages/LBFGSB/UZibA/src/wrapper.jl:31
(::LBFGSB.L_BFGS_B)(::Any, ::AbstractVector, ::AbstractMatrix; m, factr, pgtol, iprint, maxfun, maxiter)
@ LBFGSB ~/.julia/packages/LBFGSB/UZibA/src/wrapper.jl:75
Stacktrace:
[1] __solve(cache::OptimizationCache{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", OptimizationBase.var"#grad#16"{SciMLBase.NullParameters, OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", 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}, AutoForwardDiff{nothing, 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{Matrix{Float64}, SciMLBase.NullParameters}, Vector{Float64}, Vector{Float64}, Nothing, Nothing, Nothing, Optimization.LBFGS, Bool, OptimizationBase.NullCallback, Nothing})
@ Optimization ~/.julia/packages/Optimization/cfp9i/src/lbfgsb.jl:240
[2] solve!(cache::OptimizationCache{OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", OptimizationBase.var"#grad#16"{SciMLBase.NullParameters, OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", 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}, AutoForwardDiff{nothing, 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{Matrix{Float64}, SciMLBase.NullParameters}, Vector{Float64}, Vector{Float64}, Nothing, Nothing, Nothing, Optimization.LBFGS, Bool, OptimizationBase.NullCallback, Nothing})
@ SciMLBase ~/.julia/packages/SciMLBase/CMjVZ/src/solve.jl:186
[3] solve(::OptimizationProblem{true, OptimizationFunction{true, AutoForwardDiff{nothing, Nothing}, var"#1#2", 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}, Matrix{Float64}, SciMLBase.NullParameters, Vector{Float64}, Vector{Float64}, Nothing, Nothing, Nothing, Nothing, @Kwargs{}}, ::Optimization.LBFGS; kwargs::@Kwargs{maxiters::Int64})
@ SciMLBase ~/.julia/packages/SciMLBase/CMjVZ/src/solve.jl:94
[4] macro expansion
@ ~/Desktop/dahsi_validation/ags_reopt_order.jl:104 [inlined]
[5] macro expansion
@ ./timing.jl:279 [inlined]
[6] top-level scope
@ ~/Desktop/dahsi_validation/ags_reopt_order.jl:269
in expression starting at /Users/cefitzg/Desktop/dahsi_validation/ags_reopt_order.jl:102
Environment (please complete the following information):
- Output of
using Pkg; Pkg.status()
[336ed68f] CSV v0.10.14 ⚲
[861a8166] Combinatorics v1.0.2 ⚲
⌃ [a93c6f00] DataFrames v1.6.1 ⚲
⌃ [0c46a032] DifferentialEquations v7.13.0 ⚲
[5789e2e9] FileIO v1.16.4
[f6369f11] ForwardDiff v0.10.36 ⚲
[c27321d9] Glob v1.3.1
[f67ccb44] HDF5 v0.17.2
⌃ [033835bb] JLD2 v0.4.51
[a5e1c1ea] LatinHypercubeSampling v1.9.0 ⚲
⌃ [961ee093] ModelingToolkit v9.22.0 ⚲
⌃ [7f7a1694] Optimization v3.26.3 ⚲
⌃ [1ed8b502] SciMLSensitivity v7.62.0 ⚲
⌃ [90137ffa] StaticArrays v1.9.6 ⚲
[37e2e46d] LinearAlgebra ⚲
[de0858da] Printf
[9a3f8284] Random ⚲
- Output of
using Pkg; Pkg.status(; mode = PKGMODE_MANIFEST)
[47edcb42] ADTypes v1.10.0
⌅ [c3fe647b] AbstractAlgebra v0.41.11
[621f4979] AbstractFFTs v1.5.0
[1520ce14] AbstractTrees v0.4.5
[7d9f7c33] Accessors v0.1.38
[79e6a3ab] Adapt v4.1.1
[66dad0bd] AliasTables v1.1.3
[ec485272] ArnoldiMethod v0.4.0
[4fba245c] ArrayInterface v7.17.0
[4c555306] ArrayLayouts v1.10.4
[bf4720bc] AssetRegistry v0.1.0
[a9b6321e] Atomix v0.1.0
[aae01518] BandedMatrices v1.7.5
[e2ed5e7c] Bijections v0.1.9
[d1d4a3ce] BitFlags v0.1.9
[62783981] BitTwiddlingConvenienceFunctions v0.1.6
[ad839575] Blink v0.12.9
[8e7c35d0] BlockArrays v1.1.1
[764a87c0] BoundaryValueDiffEq v5.12.0
[56b672f2] BoundaryValueDiffEqCore v1.0.2
[85d9eb09] BoundaryValueDiffEqFIRK v1.0.2
[1a22d4ce] BoundaryValueDiffEqMIRK v1.0.1
[ed55bfe0] BoundaryValueDiffEqShooting v1.0.2
[fa961155] CEnum v0.5.0
[2a0fbf3d] CPUSummary v0.2.6
[00ebfdb7] CSTParser v3.4.3
[336ed68f] CSV v0.10.15
[7057c7e9] Cassette v0.3.14
[082447d4] ChainRules v1.72.0
[d360d2e6] ChainRulesCore v1.25.0
[fb6a15b2] CloseOpenIntervals v0.1.13
[944b1d66] CodecZlib v0.7.6
[35d6a980] ColorSchemes v3.27.1
⌅ [3da002f7] ColorTypes v0.11.5
⌃ [c3611d14] ColorVectorSpace v0.10.0
⌃ [5ae59095] Colors v0.12.11
[861a8166] Combinatorics v1.0.2
[a80b9123] CommonMark v0.8.15
[38540f10] CommonSolve v0.2.4
[bbf7d656] CommonSubexpressions v0.3.1
[f70d9fcc] CommonWorldInvalidations v1.0.0
[34da2185] Compat v4.16.0
[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
[88cd18e8] ConsoleProgressMonitor v0.1.2
[187b0558] ConstructionBase v1.5.8
[d38c429a] Contour v0.6.3
[adafc99b] CpuId v0.3.1
[a8cc5b0e] Crayons v4.1.1
[7011085d] CrossMappings v0.8.0
[9a962f9c] DataAPI v1.16.0
[a93c6f00] DataFrames v1.7.0
[864edb3b] DataStructures v0.18.20
[e2d170a0] DataValueInterfaces v1.0.0
[bcd4f6db] DelayDiffEq v5.49.0
[5732040d] DelayEmbeddings v2.8.0
[8bb1440f] DelimitedFiles v1.9.1
[2b5f629d] DiffEqBase v6.160.0
[459566f4] DiffEqCallbacks v4.1.0
[77a26b50] DiffEqNoiseProcess v5.23.0
[163ba53b] DiffResults v1.1.0
[b552c78f] DiffRules v1.15.1
[0c46a032] DifferentialEquations v7.15.0
[a0c0ee7d] DifferentiationInterface v0.6.22
[8d63f2c5] DispatchDoctor v0.4.17
[b4f34e82] Distances v0.10.12
[31c24e10] Distributions v0.25.113
[ffbed154] DocStringExtensions v0.9.3
[5b8099bc] DomainSets v0.7.14
[7c1d4256] DynamicPolynomials v0.6.0
[06fc5a27] DynamicQuantities v1.3.0
[4e289a0a] EnumX v1.0.4
[7da242da] Enzyme v0.13.14
[f151be2c] EnzymeCore v0.8.6
[460bff9d] ExceptionUnwrapping v0.1.10
[d4d017d3] ExponentialUtilities v1.26.1
[e2ba6199] ExprTools v0.1.10
⌅ [6b7a57c9] Expronicon v0.8.5
[c87230d0] FFMPEG v0.4.2
[9d29842c] FastAlmostBandedMatrices v0.1.4
[7034ab61] FastBroadcast v0.3.5
[9aa1b823] FastClosures v0.3.2
[29a986be] FastLapackInterface v2.0.4
[a4df4552] FastPower v1.1.1
[5789e2e9] FileIO v1.16.5
[48062228] FilePathsBase v0.9.22
[1a297f60] FillArrays v1.13.0
[64ca27bc] FindFirstFunctions v1.4.1
[6a86dc24] FiniteDiff v2.26.0
[53c48c17] FixedPointNumbers v0.8.5
[1fa38f19] Format v1.3.7
[f6369f11] ForwardDiff v0.10.38
[f62d2435] FunctionProperties v0.1.2
[069b7b12] FunctionWrappers v1.1.3
[77dc65aa] FunctionWrappersWrappers v0.1.3
[de31a74c] FunctionalCollections v0.5.0
⌅ [d9f16b24] Functors v0.4.12
⌃ [0c68f7d7] GPUArrays v10.3.1
⌅ [46192b85] GPUArraysCore v0.1.6
[61eb1bfa] GPUCompiler v1.0.1
[28b8d3ca] GR v0.73.8
[14197337] GenericLinearAlgebra v0.3.14
[c145ed77] GenericSchur v0.5.4
[c27321d9] Glob v1.3.1
[86223c79] Graphs v1.12.0
[42e2da0e] Grisu v1.0.2
⌅ [0b43b601] Groebner v0.7.5
[f67ccb44] HDF5 v0.17.2
[cd3eb016] HTTP v1.10.10
[9fb69e20] Hiccup v0.2.2
[3e5b6fbb] HostCPUFeatures v0.1.17
[34004b35] HypergeometricFunctions v0.3.25
[7869d1d1] IRTools v0.4.14
[615f187c] IfElse v0.1.1
[a09fc81d] ImageCore v0.10.5
[d25df0c9] Inflate v0.1.5
[842dd82b] InlineStrings v1.4.2
[18e54dd8] IntegerMathUtils v0.1.2
[8197267c] IntervalSets v0.7.10
[3587e190] InverseFunctions v0.1.17
[41ab1584] InvertedIndices v1.3.0
[92d709cd] IrrationalConstants v0.2.2
[c8e1da08] IterTools v1.10.0
[82899510] IteratorInterfaceExtensions v1.0.0
[033835bb] JLD2 v0.5.8
[1019f520] JLFzf v0.1.8
[692b3bcd] JLLWrappers v1.6.1
[97c1335a] JSExpr v0.5.4
[682c06a0] JSON v0.21.4
[98e50ef6] JuliaFormatter v1.0.62
[ccbc3e58] JumpProcesses v9.14.0
[ef3ab10e] KLU v0.6.0
[63c18a36] KernelAbstractions v0.9.29
[ba0b0d4f] Krylov v0.9.8
[5be7bae1] LBFGSB v0.4.1
[929cbde3] LLVM v9.1.3
[b964fa9f] LaTeXStrings v1.4.0
[23fbe1c1] Latexify v0.16.5
[a5e1c1ea] LatinHypercubeSampling v1.9.0
[10f19ff3] LayoutPointers v0.1.17
[50d2b5c4] Lazy v0.15.1
[5078a376] LazyArrays v2.2.2
[1d6d02ad] LeftChildRightSiblingTrees v0.2.0
[2d8b4e74] LevyArea v1.0.0
[87fe0de2] LineSearch v0.1.4
[d3d80556] LineSearches v7.3.0
[7ed4a6bd] LinearSolve v2.36.2
[2ab3a3ac] LogExpFunctions v0.3.28
[e6f89c97] LoggingExtras v1.1.0
[bdcacae8] LoopVectorization v0.12.171
[d8e11817] MLStyle v0.4.17
[3da0fdf6] MPIPreferences v0.1.11
[1914dd2f] MacroTools v0.5.13
[d125e4d3] ManualMemory v0.1.8
[dbb5928d] MappedArrays v0.4.2
[a3b82374] MatrixFactorizations v3.0.1
[bb5d69b7] MaybeInplace v0.1.4
[739be429] MbedTLS v1.1.9
[442fdcdd] Measures v0.3.2
[e1d29d7a] Missings v1.2.0
[961ee093] ModelingToolkit v9.50.0
[e94cdb99] MosaicViews v0.3.4
[46d2c3a1] MuladdMacro v0.2.4
[102ac46a] MultivariatePolynomials v0.5.7
[ffc61752] Mustache v1.0.20
[d8a4904e] MutableArithmetics v1.5.2
[a975b10e] Mux v1.0.2
[d41bc354] NLSolversBase v7.8.3
[2774e3e8] NLsolve v4.5.1
[872c559c] NNlib v0.9.24
[77ba4419] NaNMath v1.0.2
[b8a86587] NearestNeighbors v0.4.21
[645ca80c] Neighborhood v0.2.4
⌅ [2edaba10] Nemo v0.45.7
[81d43f40] Noise v0.3.3
⌅ [8913a72c] NonlinearSolve v3.15.1
[d8793406] ObjectFile v0.4.2
[510215fc] Observables v0.5.5
[6fe1bfb0] OffsetArrays v1.14.1
[4d8831e6] OpenSSL v1.4.3
[429524aa] Optim v1.10.0
⌅ [3bd65402] Optimisers v0.3.4
[7f7a1694] Optimization v4.0.5
[bca83a33] OptimizationBase v2.4.0
[42dfb2eb] OptimizationOptimisers v0.3.4
[bac558e1] OrderedCollections v1.6.3
[1dea7af3] OrdinaryDiffEq v6.90.1
[89bda076] OrdinaryDiffEqAdamsBashforthMoulton v1.1.0
[6ad6398a] OrdinaryDiffEqBDF v1.1.2
[bbf590c4] OrdinaryDiffEqCore v1.10.2
[50262376] OrdinaryDiffEqDefault v1.1.0
[4302a76b] OrdinaryDiffEqDifferentiation v1.2.0
[9286f039] OrdinaryDiffEqExplicitRK v1.1.0
[e0540318] OrdinaryDiffEqExponentialRK v1.1.0
[becaefa8] OrdinaryDiffEqExtrapolation v1.2.1
[5960d6e9] OrdinaryDiffEqFIRK v1.3.0
[101fe9f7] OrdinaryDiffEqFeagin v1.1.0
[d3585ca7] OrdinaryDiffEqFunctionMap v1.1.1
[d28bc4f8] OrdinaryDiffEqHighOrderRK v1.1.0
[9f002381] OrdinaryDiffEqIMEXMultistep v1.1.0
[521117fe] OrdinaryDiffEqLinear v1.1.0
[1344f307] OrdinaryDiffEqLowOrderRK v1.2.0
[b0944070] OrdinaryDiffEqLowStorageRK v1.2.1
[127b3ac7] OrdinaryDiffEqNonlinearSolve v1.2.4
[c9986a66] OrdinaryDiffEqNordsieck v1.1.0
[5dd0a6cf] OrdinaryDiffEqPDIRK v1.1.0
[5b33eab2] OrdinaryDiffEqPRK v1.1.0
[04162be5] OrdinaryDiffEqQPRK v1.1.0
[af6ede74] OrdinaryDiffEqRKN v1.1.0
[43230ef6] OrdinaryDiffEqRosenbrock v1.3.1
[2d112036] OrdinaryDiffEqSDIRK v1.1.0
[669c94d9] OrdinaryDiffEqSSPRK v1.2.0
[e3e12d00] OrdinaryDiffEqStabilizedIRK v1.1.0
[358294b1] OrdinaryDiffEqStabilizedRK v1.1.0
[fa646aed] OrdinaryDiffEqSymplecticRK v1.1.0
[b1df2697] OrdinaryDiffEqTsit5 v1.1.0
[79d7bb75] OrdinaryDiffEqVerner v1.1.1
[90014a1f] PDMats v0.11.31
[65ce6f38] PackageExtensionCompat v1.0.2
[5432bcbf] PaddedViews v0.5.12
⌅ [3e851597] ParamPunPam v0.4.1
[d96e819e] Parameters v0.12.3
[69de0a69] Parsers v2.8.1
[fa939f87] Pidfile v1.3.0
[b98c9c47] Pipe v1.3.0
[ccf2f8ad] PlotThemes v3.3.0
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[2dfb63ee] PooledArrays v1.4.3
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[d236fae5] PreallocationTools v0.4.24
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[e6cf234a] RandomNumbers v1.6.0
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[731186ca] RecursiveArrayTools v3.27.3
[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
[37e2e3b7] ReverseDiff v1.15.3
[79098fc4] Rmath v0.8.0
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[7e49a35a] RuntimeGeneratedFunctions v0.5.13
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[476501e8] SLEEFPirates v0.6.43
[0bca4576] SciMLBase v2.60.0
[19f34311] SciMLJacobianOperators v0.1.1
[c0aeaf25] SciMLOperators v0.3.12
[1ed8b502] SciMLSensitivity v7.71.1
[53ae85a6] SciMLStructures v1.5.0
[6c6a2e73] Scratch v1.2.1
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[efcf1570] Setfield v1.1.1
[992d4aef] Showoff v1.0.3
[777ac1f9] SimpleBufferStream v1.2.0
⌅ [727e6d20] SimpleNonlinearSolve v1.12.3
[699a6c99] SimpleTraits v0.9.4
[ce78b400] SimpleUnPack v1.1.0
[a2af1166] SortingAlgorithms v1.2.1
[9f842d2f] SparseConnectivityTracer v0.6.8
[47a9eef4] SparseDiffTools v2.23.0
[dc90abb0] SparseInverseSubset v0.1.2
[0a514795] SparseMatrixColorings v0.4.10
[e56a9233] Sparspak v0.3.9
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[90137ffa] StaticArrays v1.9.8
[1e83bf80] StaticArraysCore v1.4.3
[82ae8749] StatsAPI v1.7.0
⌅ [2913bbd2] StatsBase v0.33.21
[4c63d2b9] StatsFuns v1.3.2
[9672c7b4] SteadyStateDiffEq v2.4.1
[789caeaf] StochasticDiffEq v6.71.0
[7792a7ef] StrideArraysCore v0.5.7
[892a3eda] StringManipulation v0.4.0
[09ab397b] StructArrays v0.6.18
[53d494c1] StructIO v0.3.1
[220ca800] StructuralIdentifiability v0.5.9
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[2efcf032] SymbolicIndexingInterface v0.3.35
[19f23fe9] SymbolicLimits v0.2.2
[d1185830] SymbolicUtils v3.7.2
⌃ [0c5d862f] Symbolics v6.15.4
[3783bdb8] TableTraits v1.0.1
[bd369af6] Tables v1.12.0
[62fd8b95] TensorCore v0.1.1
[8ea1fca8] TermInterface v2.0.0
[5d786b92] TerminalLoggers v0.1.7
[1c621080] TestItems v1.0.0
[8290d209] ThreadingUtilities v0.5.2
[a759f4b9] TimerOutputs v0.5.25
[0796e94c] Tokenize v0.5.29
[9f7883ad] Tracker v0.2.37
[3bb67fe8] TranscodingStreams v0.11.3
[d5829a12] TriangularSolve v0.2.1
[410a4b4d] Tricks v0.1.9
[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
[013be700] UnsafeAtomics v0.2.1
[d80eeb9a] UnsafeAtomicsLLVM v0.2.1
[41fe7b60] Unzip v0.2.0
[3d5dd08c] VectorizationBase v0.21.71
[81def892] VersionParsing v1.3.0
[19fa3120] VertexSafeGraphs v0.2.0
[ea10d353] WeakRefStrings v1.4.2
[0f1e0344] WebIO v0.8.21
[104b5d7c] WebSockets v1.6.0
[cc8bc4a8] Widgets v0.6.7
[76eceee3] WorkerUtilities v1.6.1
[e88e6eb3] Zygote v0.6.73
[700de1a5] ZygoteRules v0.2.5
[6e34b625] Bzip2_jll v1.0.8+2
[83423d85] Cairo_jll v1.18.2+1
[ee1fde0b] Dbus_jll v1.14.10+0
⌅ [7cc45869] Enzyme_jll v0.0.163+0
[2702e6a9] EpollShim_jll v0.0.20230411+0
[2e619515] Expat_jll v2.6.2+0
⌅ [b22a6f82] FFMPEG_jll v4.4.4+1
[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+1
[d2c73de3] GR_jll v0.73.8+0
[78b55507] Gettext_jll v0.21.0+0
[7746bdde] Glib_jll v2.80.5+0
[3b182d85] Graphite2_jll v1.3.14+0
⌃ [0234f1f7] HDF5_jll v1.14.2+1
[2e76f6c2] HarfBuzz_jll v8.3.1+0
[e33a78d0] Hwloc_jll v2.11.2+1
[1d5cc7b8] IntelOpenMP_jll v2024.2.1+0
[aacddb02] JpegTurbo_jll v3.0.4+0
[f7e6163d] Kaleido_jll v0.2.1+0
[c1c5ebd0] LAME_jll v3.100.2+0
[88015f11] LERC_jll v4.0.0+0
[dad2f222] LLVMExtra_jll v0.0.34+0
[1d63c593] LLVMOpenMP_jll v18.1.7+0
[dd4b983a] LZO_jll v2.10.2+1
[81d17ec3] L_BFGS_B_jll v3.0.1+0
⌅ [e9f186c6] Libffi_jll v3.2.2+1
[d4300ac3] Libgcrypt_jll v1.11.0+0
[7e76a0d4] Libglvnd_jll v1.6.0+0
[7add5ba3] Libgpg_error_jll v1.50.0+0
[94ce4f54] Libiconv_jll v1.17.0+1
[4b2f31a3] Libmount_jll v2.40.1+0
[89763e89] Libtiff_jll v4.7.0+0
[38a345b3] Libuuid_jll v2.40.1+0
[856f044c] MKL_jll v2024.2.0+0
[7cb0a576] MPICH_jll v4.2.3+0
[f1f71cc9] MPItrampoline_jll v5.5.1+0
[9237b28f] MicrosoftMPI_jll v10.1.4+2
[e7412a2a] Ogg_jll v1.3.5+1
⌅ [656ef2d0] OpenBLAS32_jll v0.3.24+0
[fe0851c0] OpenMPI_jll v5.0.5+0
[458c3c95] OpenSSL_jll v3.0.15+1
[efe28fd5] OpenSpecFun_jll v0.5.5+0
[91d4177d] Opus_jll v1.3.3+0
[36c8627f] Pango_jll v1.54.1+0
[30392449] Pixman_jll v0.43.4+0
[c0090381] Qt6Base_jll v6.7.1+1
[629bc702] Qt6Declarative_jll v6.7.1+2
[ce943373] Qt6ShaderTools_jll v6.7.1+1
[e99dba38] Qt6Wayland_jll v6.7.1+1
[f50d1b31] Rmath_jll v0.5.1+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 v2.13.4+0
[aed1982a] XSLT_jll v1.1.41+0
[ffd25f8a] XZ_jll v5.6.3+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
[3161d3a3] Zstd_jll v1.5.6+1
[35ca27e7] eudev_jll v3.2.9+0
[214eeab7] fzf_jll v0.53.0+0
[1a1c6b14] gperf_jll v3.1.1+0
[477f73a3] libaec_jll v1.1.2+0
[a4ae2306] libaom_jll v3.9.0+0
[0ac62f75] libass_jll v0.15.2+0
[1183f4f0] libdecor_jll v0.2.2+0
[2db6ffa8] libevdev_jll v1.11.0+0
[f638f0a6] libfdk_aac_jll v2.0.3+0
[36db933b] libinput_jll v1.18.0+0
[b53b4c65] libpng_jll v1.6.44+0
[f27f6e37] libvorbis_jll v1.3.7+2
[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
[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 48d4fd48430 (2024-06-04 10:41 UTC)
Build Info:
Official https://julialang.org/ release
Platform Info:
OS: macOS (arm64-apple-darwin22.4.0)
CPU: 10 × Apple M1 Max
WORD_SIZE: 64
LIBM: libopenlibm
LLVM: libLLVM-15.0.7 (ORCJIT, apple-m1)
Threads: 1 default, 0 interactive, 1 GC (on 8 virtual cores)
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